{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.39718790960003175, "global_step": 20000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.984126984126984e-06, "loss": 11.0771, "theoretical_loss": 20.841282884190854, "tokens_seen": 65536 }, { "epoch": 0.0, "learning_rate": 3.968253968253968e-06, "loss": 11.0714, "theoretical_loss": 17.594666186972347, "tokens_seen": 131072 }, { "epoch": 0.0, "learning_rate": 5.9523809523809525e-06, "loss": 10.9477, "theoretical_loss": 15.967942175480273, "tokens_seen": 196608 }, { "epoch": 0.0, "learning_rate": 7.936507936507936e-06, "loss": 10.6658, "theoretical_loss": 14.920781838632275, "tokens_seen": 262144 }, { "epoch": 0.0, "learning_rate": 9.92063492063492e-06, "loss": 10.3389, "theoretical_loss": 14.16468202040668, "tokens_seen": 327680 }, { "epoch": 0.0, "learning_rate": 1.1904761904761905e-05, "loss": 10.0572, "theoretical_loss": 13.581026555193928, "tokens_seen": 393216 }, { "epoch": 0.0, "learning_rate": 1.3888888888888888e-05, "loss": 9.8012, "theoretical_loss": 13.110274084044894, "tokens_seen": 458752 }, { "epoch": 0.0, "learning_rate": 1.5873015873015872e-05, "loss": 9.6269, "theoretical_loss": 12.718594708127029, "tokens_seen": 524288 }, { "epoch": 0.0, "learning_rate": 1.7857142857142855e-05, "loss": 9.5127, "theoretical_loss": 12.385057546517329, "tokens_seen": 589824 }, { "epoch": 0.0, "learning_rate": 1.984126984126984e-05, "loss": 9.3822, "theoretical_loss": 12.095877689678783, "tokens_seen": 655360 }, { "epoch": 0.0, "learning_rate": 2.1825396825396824e-05, "loss": 9.3134, "theoretical_loss": 11.841531313745381, "tokens_seen": 720896 }, { "epoch": 0.0, "learning_rate": 2.380952380952381e-05, "loss": 9.19, "theoretical_loss": 11.615184291350435, "tokens_seen": 786432 }, { "epoch": 0.0, "learning_rate": 2.5793650793650793e-05, "loss": 9.1376, "theoretical_loss": 11.411779222830493, "tokens_seen": 851968 }, { "epoch": 0.0, "learning_rate": 2.7777777777777776e-05, "loss": 9.0561, "theoretical_loss": 11.227476784755577, "tokens_seen": 917504 }, { "epoch": 0.0, "learning_rate": 2.9761904761904762e-05, "loss": 8.9674, "theoretical_loss": 11.059299000621618, "tokens_seen": 983040 }, { "epoch": 0.0, "learning_rate": 3.1746031746031745e-05, "loss": 8.9181, "theoretical_loss": 10.904893169100655, "tokens_seen": 1048576 }, { "epoch": 0.0, "learning_rate": 3.373015873015873e-05, "loss": 8.9953, "theoretical_loss": 10.76237082270643, "tokens_seen": 1114112 }, { "epoch": 0.0, "learning_rate": 3.571428571428571e-05, "loss": 8.7793, "theoretical_loss": 10.630194958873984, "tokens_seen": 1179648 }, { "epoch": 0.0, "learning_rate": 3.76984126984127e-05, "loss": 8.7566, "theoretical_loss": 10.507099255000346, "tokens_seen": 1245184 }, { "epoch": 0.0, "learning_rate": 3.968253968253968e-05, "loss": 8.7115, "theoretical_loss": 10.392029026407034, "tokens_seen": 1310720 }, { "epoch": 0.0, "learning_rate": 4.1666666666666665e-05, "loss": 8.487, "theoretical_loss": 10.28409730354045, "tokens_seen": 1376256 }, { "epoch": 0.0, "learning_rate": 4.365079365079365e-05, "loss": 8.5783, "theoretical_loss": 10.182551635913724, "tokens_seen": 1441792 }, { "epoch": 0.0, "learning_rate": 4.563492063492063e-05, "loss": 8.5185, "theoretical_loss": 10.086748644376303, "tokens_seen": 1507328 }, { "epoch": 0.0, "learning_rate": 4.761904761904762e-05, "loss": 8.4859, "theoretical_loss": 9.996134261483984, "tokens_seen": 1572864 }, { "epoch": 0.0, "learning_rate": 4.96031746031746e-05, "loss": 8.3094, "theoretical_loss": 9.910228209036813, "tokens_seen": 1638400 }, { "epoch": 0.0, "learning_rate": 5.1587301587301586e-05, "loss": 8.4173, "theoretical_loss": 9.828611674184266, "tokens_seen": 1703936 }, { "epoch": 0.0, "learning_rate": 5.357142857142857e-05, "loss": 8.3191, "theoretical_loss": 9.750917429551151, "tokens_seen": 1769472 }, { "epoch": 0.0, "learning_rate": 5.555555555555555e-05, "loss": 8.3262, "theoretical_loss": 9.67682184172525, "tokens_seen": 1835008 }, { "epoch": 0.0, "learning_rate": 5.753968253968254e-05, "loss": 8.1858, "theoretical_loss": 9.606038353789344, "tokens_seen": 1900544 }, { "epoch": 0.0, "learning_rate": 5.9523809523809524e-05, "loss": 8.1585, "theoretical_loss": 9.538312129408556, "tokens_seen": 1966080 }, { "epoch": 0.0, "learning_rate": 6.15079365079365e-05, "loss": 8.1146, "theoretical_loss": 9.47341562027564, "tokens_seen": 2031616 }, { "epoch": 0.0, "learning_rate": 6.349206349206349e-05, "loss": 8.0534, "theoretical_loss": 9.41114487355416, "tokens_seen": 2097152 }, { "epoch": 0.0, "learning_rate": 6.547619047619048e-05, "loss": 7.962, "theoretical_loss": 9.351316436877685, "tokens_seen": 2162688 }, { "epoch": 0.0, "learning_rate": 6.746031746031745e-05, "loss": 7.8543, "theoretical_loss": 9.29376474930398, "tokens_seen": 2228224 }, { "epoch": 0.0, "learning_rate": 6.944444444444444e-05, "loss": 8.0138, "theoretical_loss": 9.238339930088461, "tokens_seen": 2293760 }, { "epoch": 0.0, "learning_rate": 7.142857142857142e-05, "loss": 7.7162, "theoretical_loss": 9.184905895151996, "tokens_seen": 2359296 }, { "epoch": 0.0, "learning_rate": 7.341269841269842e-05, "loss": 7.7563, "theoretical_loss": 9.133338745057056, "tokens_seen": 2424832 }, { "epoch": 0.0, "learning_rate": 7.53968253968254e-05, "loss": 7.5792, "theoretical_loss": 9.083525379177438, "tokens_seen": 2490368 }, { "epoch": 0.0, "learning_rate": 7.738095238095239e-05, "loss": 7.591, "theoretical_loss": 9.035362299287534, "tokens_seen": 2555904 }, { "epoch": 0.0, "learning_rate": 7.936507936507937e-05, "loss": 7.6518, "theoretical_loss": 8.988754572553061, "tokens_seen": 2621440 }, { "epoch": 0.0, "learning_rate": 8.134920634920635e-05, "loss": 7.4322, "theoretical_loss": 8.943614929284315, "tokens_seen": 2686976 }, { "epoch": 0.0, "learning_rate": 8.333333333333333e-05, "loss": 7.4551, "theoretical_loss": 8.899862975121929, "tokens_seen": 2752512 }, { "epoch": 0.0, "learning_rate": 8.531746031746032e-05, "loss": 7.24, "theoretical_loss": 8.857424500797205, "tokens_seen": 2818048 }, { "epoch": 0.0, "learning_rate": 8.73015873015873e-05, "loss": 7.2072, "theoretical_loss": 8.816230875422118, "tokens_seen": 2883584 }, { "epoch": 0.0, "learning_rate": 8.928571428571429e-05, "loss": 7.3823, "theoretical_loss": 8.776218511555161, "tokens_seen": 2949120 }, { "epoch": 0.0, "learning_rate": 9.126984126984126e-05, "loss": 7.1742, "theoretical_loss": 8.737328392164539, "tokens_seen": 3014656 }, { "epoch": 0.0, "learning_rate": 9.325396825396825e-05, "loss": 7.1599, "theoretical_loss": 8.699505651152553, "tokens_seen": 3080192 }, { "epoch": 0.0, "learning_rate": 9.523809523809524e-05, "loss": 7.1427, "theoretical_loss": 8.66269920037918, "tokens_seen": 3145728 }, { "epoch": 0.0, "learning_rate": 9.722222222222223e-05, "loss": 7.0218, "theoretical_loss": 8.62686139718003, "tokens_seen": 3211264 }, { "epoch": 0.0, "objective/train/advantage_avg": 0.49531280994415283, "objective/train/docs_used": 8371, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 6.728449821472168, "objective/train/original_loss": 6.728449821472168, "objective/train/theoretical_loss": 8.591947747254773, "objective/train/tokens_used": 23736800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24548619985580444, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507793426513672, "objective/train/weighted_lm_loss": 7.069992542266846, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0216598510742188, "theoretical_loss": 8.591947747254773, "tokens_seen": 3276800 }, { "epoch": 0.0, "learning_rate": 9.92063492063492e-05, "loss": 6.9774, "theoretical_loss": 8.591947747254773, "tokens_seen": 3276800 }, { "epoch": 0.0, "learning_rate": 0.0001011904761904762, "loss": 6.8521, "theoretical_loss": 8.55791663853882, "tokens_seen": 3342336 }, { "epoch": 0.0, "learning_rate": 0.00010317460317460317, "loss": 6.7841, "theoretical_loss": 8.524729102289708, "tokens_seen": 3407872 }, { "epoch": 0.0, "learning_rate": 0.00010515873015873016, "loss": 6.8152, "theoretical_loss": 8.492348598140893, "tokens_seen": 3473408 }, { "epoch": 0.0, "learning_rate": 0.00010714285714285714, "loss": 6.7547, "theoretical_loss": 8.460740820316484, "tokens_seen": 3538944 }, { "epoch": 0.0, "learning_rate": 0.00010912698412698413, "loss": 6.7581, "theoretical_loss": 8.429873522574422, "tokens_seen": 3604480 }, { "epoch": 0.0, "learning_rate": 0.0001111111111111111, "loss": 6.7221, "theoretical_loss": 8.399716359763914, "tokens_seen": 3670016 }, { "epoch": 0.0, "learning_rate": 0.00011309523809523809, "loss": 6.6347, "theoretical_loss": 8.370240744154781, "tokens_seen": 3735552 }, { "epoch": 0.0, "learning_rate": 0.00011507936507936508, "loss": 6.6158, "theoretical_loss": 8.341419714929035, "tokens_seen": 3801088 }, { "epoch": 0.0, "learning_rate": 0.00011706349206349207, "loss": 6.4159, "theoretical_loss": 8.313227819424887, "tokens_seen": 3866624 }, { "epoch": 0.0, "learning_rate": 0.00011904761904761905, "loss": 6.4367, "theoretical_loss": 8.285641004895568, "tokens_seen": 3932160 }, { "epoch": 0.0, "learning_rate": 0.00012103174603174604, "loss": 6.5093, "theoretical_loss": 8.25863651969382, "tokens_seen": 3997696 }, { "epoch": 0.0, "learning_rate": 0.000123015873015873, "loss": 6.3352, "theoretical_loss": 8.232192822921675, "tokens_seen": 4063232 }, { "epoch": 0.0, "learning_rate": 0.000125, "loss": 6.3951, "theoretical_loss": 8.206289501696752, "tokens_seen": 4128768 }, { "epoch": 0.0, "learning_rate": 0.00012698412698412698, "loss": 6.4355, "theoretical_loss": 8.180907195283321, "tokens_seen": 4194304 }, { "epoch": 0.0, "learning_rate": 0.00012896825396825398, "loss": 6.2604, "theoretical_loss": 8.156027525421205, "tokens_seen": 4259840 }, { "epoch": 0.0, "learning_rate": 0.00013095238095238096, "loss": 6.2779, "theoretical_loss": 8.131633032259415, "tokens_seen": 4325376 }, { "epoch": 0.0, "learning_rate": 0.00013293650793650793, "loss": 6.3027, "theoretical_loss": 8.107707115366345, "tokens_seen": 4390912 }, { "epoch": 0.0, "learning_rate": 0.0001349206349206349, "loss": 6.2102, "theoretical_loss": 8.084233979345122, "tokens_seen": 4456448 }, { "epoch": 0.0, "learning_rate": 0.0001369047619047619, "loss": 6.1439, "theoretical_loss": 8.061198583632713, "tokens_seen": 4521984 }, { "epoch": 0.0, "learning_rate": 0.0001388888888888889, "loss": 6.1627, "theoretical_loss": 8.03858659610554, "tokens_seen": 4587520 }, { "epoch": 0.0, "learning_rate": 0.00014087301587301586, "loss": 5.9802, "theoretical_loss": 8.016384350153084, "tokens_seen": 4653056 }, { "epoch": 0.0, "learning_rate": 0.00014285714285714284, "loss": 6.1413, "theoretical_loss": 7.9945788049155055, "tokens_seen": 4718592 }, { "epoch": 0.0, "learning_rate": 0.00014484126984126984, "loss": 6.2189, "theoretical_loss": 7.973157508411693, "tokens_seen": 4784128 }, { "epoch": 0.0, "learning_rate": 0.00014682539682539685, "loss": 6.0561, "theoretical_loss": 7.952108563311223, "tokens_seen": 4849664 }, { "epoch": 0.0, "learning_rate": 0.00014880952380952382, "loss": 6.1682, "theoretical_loss": 7.931420595127772, "tokens_seen": 4915200 }, { "epoch": 0.0, "learning_rate": 0.0001507936507936508, "loss": 6.0328, "theoretical_loss": 7.911082722632908, "tokens_seen": 4980736 }, { "epoch": 0.0, "learning_rate": 0.0001527777777777778, "loss": 5.9525, "theoretical_loss": 7.891084530308333, "tokens_seen": 5046272 }, { "epoch": 0.0, "learning_rate": 0.00015476190476190478, "loss": 6.0668, "theoretical_loss": 7.871416042671642, "tokens_seen": 5111808 }, { "epoch": 0.0, "learning_rate": 0.00015674603174603175, "loss": 6.054, "theoretical_loss": 7.8520677003260175, "tokens_seen": 5177344 }, { "epoch": 0.0, "learning_rate": 0.00015873015873015873, "loss": 5.8692, "theoretical_loss": 7.83303033759787, "tokens_seen": 5242880 }, { "epoch": 0.0, "learning_rate": 0.00016071428571428573, "loss": 5.9204, "theoretical_loss": 7.8142951616387775, "tokens_seen": 5308416 }, { "epoch": 0.0, "learning_rate": 0.0001626984126984127, "loss": 5.8646, "theoretical_loss": 7.795853732879069, "tokens_seen": 5373952 }, { "epoch": 0.0, "learning_rate": 0.00016468253968253969, "loss": 6.0267, "theoretical_loss": 7.777697946730324, "tokens_seen": 5439488 }, { "epoch": 0.0, "learning_rate": 0.00016666666666666666, "loss": 6.0271, "theoretical_loss": 7.759820016443023, "tokens_seen": 5505024 }, { "epoch": 0.0, "learning_rate": 0.00016865079365079366, "loss": 5.9168, "theoretical_loss": 7.742212457033625, "tokens_seen": 5570560 }, { "epoch": 0.0, "learning_rate": 0.00017063492063492064, "loss": 5.8456, "theoretical_loss": 7.724868070202639, "tokens_seen": 5636096 }, { "epoch": 0.0, "learning_rate": 0.00017261904761904762, "loss": 5.7787, "theoretical_loss": 7.707779930171886, "tokens_seen": 5701632 }, { "epoch": 0.0, "learning_rate": 0.0001746031746031746, "loss": 5.7974, "theoretical_loss": 7.690941370375033, "tokens_seen": 5767168 }, { "epoch": 0.0, "learning_rate": 0.0001765873015873016, "loss": 5.8043, "theoretical_loss": 7.674345970940984, "tokens_seen": 5832704 }, { "epoch": 0.0, "learning_rate": 0.00017857142857142857, "loss": 5.7159, "theoretical_loss": 7.6579875469145655, "tokens_seen": 5898240 }, { "epoch": 0.0, "learning_rate": 0.00018055555555555555, "loss": 5.8569, "theoretical_loss": 7.641860137163401, "tokens_seen": 5963776 }, { "epoch": 0.0, "learning_rate": 0.00018253968253968252, "loss": 5.8218, "theoretical_loss": 7.6259579939239845, "tokens_seen": 6029312 }, { "epoch": 0.0, "learning_rate": 0.00018452380952380953, "loss": 5.8325, "theoretical_loss": 7.610275572943593, "tokens_seen": 6094848 }, { "epoch": 0.0, "learning_rate": 0.0001865079365079365, "loss": 5.7266, "theoretical_loss": 7.5948075241780755, "tokens_seen": 6160384 }, { "epoch": 0.0, "learning_rate": 0.0001884920634920635, "loss": 5.7308, "theoretical_loss": 7.579548683008654, "tokens_seen": 6225920 }, { "epoch": 0.0, "learning_rate": 0.00019047619047619048, "loss": 5.8053, "theoretical_loss": 7.564494061943624, "tokens_seen": 6291456 }, { "epoch": 0.0, "learning_rate": 0.00019246031746031748, "loss": 5.7645, "theoretical_loss": 7.549638842773467, "tokens_seen": 6356992 }, { "epoch": 0.0, "learning_rate": 0.00019444444444444446, "loss": 5.6472, "theoretical_loss": 7.534978369150202, "tokens_seen": 6422528 }, { "epoch": 0.0, "learning_rate": 0.00019642857142857144, "loss": 5.6673, "theoretical_loss": 7.520508139563954, "tokens_seen": 6488064 }, { "epoch": 0.0, "objective/train/advantage_avg": 0.4908171594142914, "objective/train/docs_used": 9704, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 5.399485111236572, "objective/train/original_loss": 5.3994855880737305, "objective/train/theoretical_loss": 7.5062238006917354, "objective/train/tokens_used": 27013600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2412356734275818, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503079891204834, "objective/train/weighted_lm_loss": 5.670967102050781, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 7.5062238006917354, "tokens_seen": 6553600 }, { "epoch": 0.0, "learning_rate": 0.0001984126984126984, "loss": 5.7328, "theoretical_loss": 7.5062238006917354, "tokens_seen": 6553600 }, { "epoch": 0.0, "learning_rate": 0.00020039682539682542, "loss": 5.7643, "theoretical_loss": 7.492121141095167, "tokens_seen": 6619136 }, { "epoch": 0.0, "learning_rate": 0.0002023809523809524, "loss": 5.5097, "theoretical_loss": 7.478196085245621, "tokens_seen": 6684672 }, { "epoch": 0.0, "learning_rate": 0.00020436507936507937, "loss": 5.6864, "theoretical_loss": 7.464444687856724, "tokens_seen": 6750208 }, { "epoch": 0.0, "learning_rate": 0.00020634920634920634, "loss": 5.7318, "theoretical_loss": 7.45086312850561, "tokens_seen": 6815744 }, { "epoch": 0.0, "learning_rate": 0.00020833333333333335, "loss": 5.4749, "theoretical_loss": 7.43744770652558, "tokens_seen": 6881280 }, { "epoch": 0.0, "learning_rate": 0.00021031746031746032, "loss": 5.5339, "theoretical_loss": 7.42419483615405, "tokens_seen": 6946816 }, { "epoch": 0.0, "learning_rate": 0.0002123015873015873, "loss": 5.6535, "theoretical_loss": 7.4111010419207375, "tokens_seen": 7012352 }, { "epoch": 0.0, "learning_rate": 0.00021428571428571427, "loss": 5.7321, "theoretical_loss": 7.398162954262078, "tokens_seen": 7077888 }, { "epoch": 0.0, "learning_rate": 0.00021626984126984128, "loss": 5.5421, "theoretical_loss": 7.385377305348793, "tokens_seen": 7143424 }, { "epoch": 0.0, "learning_rate": 0.00021825396825396825, "loss": 5.5598, "theoretical_loss": 7.3727409251143925, "tokens_seen": 7208960 }, { "epoch": 0.0, "learning_rate": 0.00022023809523809523, "loss": 5.5974, "theoretical_loss": 7.360250737473224, "tokens_seen": 7274496 }, { "epoch": 0.0, "learning_rate": 0.0002222222222222222, "loss": 5.5628, "theoretical_loss": 7.347903756717382, "tokens_seen": 7340032 }, { "epoch": 0.0, "learning_rate": 0.0002242063492063492, "loss": 5.5724, "theoretical_loss": 7.335697084082529, "tokens_seen": 7405568 }, { "epoch": 0.0, "learning_rate": 0.00022619047619047618, "loss": 5.6969, "theoretical_loss": 7.323627904473269, "tokens_seen": 7471104 }, { "epoch": 0.0, "learning_rate": 0.00022817460317460316, "loss": 5.3875, "theoretical_loss": 7.311693483339357, "tokens_seen": 7536640 }, { "epoch": 0.0, "learning_rate": 0.00023015873015873016, "loss": 5.4919, "theoretical_loss": 7.299891163694537, "tokens_seen": 7602176 }, { "epoch": 0.0, "learning_rate": 0.00023214285714285717, "loss": 5.5971, "theoretical_loss": 7.288218363270328, "tokens_seen": 7667712 }, { "epoch": 0.0, "learning_rate": 0.00023412698412698414, "loss": 5.5551, "theoretical_loss": 7.276672571797575, "tokens_seen": 7733248 }, { "epoch": 0.0, "learning_rate": 0.00023611111111111112, "loss": 5.5232, "theoretical_loss": 7.265251348408967, "tokens_seen": 7798784 }, { "epoch": 0.0, "learning_rate": 0.0002380952380952381, "loss": 5.6741, "theoretical_loss": 7.253952319156202, "tokens_seen": 7864320 }, { "epoch": 0.0, "learning_rate": 0.0002400793650793651, "loss": 5.5124, "theoretical_loss": 7.242773174635825, "tokens_seen": 7929856 }, { "epoch": 0.0, "learning_rate": 0.00024206349206349207, "loss": 5.6728, "theoretical_loss": 7.2317116677181055, "tokens_seen": 7995392 }, { "epoch": 0.0, "learning_rate": 0.00024404761904761905, "loss": 5.3354, "theoretical_loss": 7.22076561137372, "tokens_seen": 8060928 }, { "epoch": 0.0, "learning_rate": 0.000246031746031746, "loss": 5.5085, "theoretical_loss": 7.2099328765932205, "tokens_seen": 8126464 }, { "epoch": 0.0, "learning_rate": 0.000248015873015873, "loss": 5.5368, "theoretical_loss": 7.1992113903946695, "tokens_seen": 8192000 }, { "epoch": 0.0, "learning_rate": 0.00025, "loss": 5.4071, "theoretical_loss": 7.188599133914977, "tokens_seen": 8257536 }, { "epoch": 0.0, "learning_rate": 0.000251984126984127, "loss": 5.4527, "theoretical_loss": 7.178094140580843, "tokens_seen": 8323072 }, { "epoch": 0.0, "learning_rate": 0.00025396825396825396, "loss": 5.36, "theoretical_loss": 7.167694494355343, "tokens_seen": 8388608 }, { "epoch": 0.0, "learning_rate": 0.00025595238095238096, "loss": 5.3949, "theoretical_loss": 7.157398328056499, "tokens_seen": 8454144 }, { "epoch": 0.0, "learning_rate": 0.00025793650793650796, "loss": 5.4218, "theoretical_loss": 7.147203821744321, "tokens_seen": 8519680 }, { "epoch": 0.0, "learning_rate": 0.00025992063492063497, "loss": 5.4023, "theoretical_loss": 7.1371092011730495, "tokens_seen": 8585216 }, { "epoch": 0.0, "learning_rate": 0.0002619047619047619, "loss": 5.3711, "theoretical_loss": 7.127112736305475, "tokens_seen": 8650752 }, { "epoch": 0.0, "learning_rate": 0.0002638888888888889, "loss": 5.2684, "theoretical_loss": 7.117212739886398, "tokens_seen": 8716288 }, { "epoch": 0.0, "learning_rate": 0.00026587301587301587, "loss": 5.2483, "theoretical_loss": 7.107407566072454, "tokens_seen": 8781824 }, { "epoch": 0.0, "learning_rate": 0.00026785714285714287, "loss": 5.5102, "theoretical_loss": 7.097695609115671, "tokens_seen": 8847360 }, { "epoch": 0.0, "learning_rate": 0.0002698412698412698, "loss": 5.3072, "theoretical_loss": 7.0880753020982725, "tokens_seen": 8912896 }, { "epoch": 0.0, "learning_rate": 0.0002718253968253968, "loss": 5.1466, "theoretical_loss": 7.0785451157163735, "tokens_seen": 8978432 }, { "epoch": 0.0, "learning_rate": 0.0002738095238095238, "loss": 5.439, "theoretical_loss": 7.06910355711033, "tokens_seen": 9043968 }, { "epoch": 0.0, "learning_rate": 0.00027579365079365083, "loss": 5.2897, "theoretical_loss": 7.059749168739638, "tokens_seen": 9109504 }, { "epoch": 0.0, "learning_rate": 0.0002777777777777778, "loss": 5.3691, "theoretical_loss": 7.050480527300383, "tokens_seen": 9175040 }, { "epoch": 0.0, "learning_rate": 0.0002797619047619048, "loss": 5.3555, "theoretical_loss": 7.041296242683314, "tokens_seen": 9240576 }, { "epoch": 0.0, "learning_rate": 0.00028174603174603173, "loss": 5.3703, "theoretical_loss": 7.032194956970776, "tokens_seen": 9306112 }, { "epoch": 0.0, "learning_rate": 0.00028373015873015873, "loss": 5.3154, "theoretical_loss": 7.023175343470762, "tokens_seen": 9371648 }, { "epoch": 0.0, "learning_rate": 0.0002857142857142857, "loss": 5.3311, "theoretical_loss": 7.014236105786485, "tokens_seen": 9437184 }, { "epoch": 0.0, "learning_rate": 0.0002876984126984127, "loss": 5.2603, "theoretical_loss": 7.005375976919894, "tokens_seen": 9502720 }, { "epoch": 0.0, "learning_rate": 0.0002896825396825397, "loss": 5.3003, "theoretical_loss": 6.99659371840772, "tokens_seen": 9568256 }, { "epoch": 0.0, "learning_rate": 0.0002916666666666667, "loss": 5.3527, "theoretical_loss": 6.987888119488599, "tokens_seen": 9633792 }, { "epoch": 0.0, "learning_rate": 0.0002936507936507937, "loss": 5.3101, "theoretical_loss": 6.979257996300014, "tokens_seen": 9699328 }, { "epoch": 0.0, "learning_rate": 0.00029563492063492064, "loss": 5.27, "theoretical_loss": 6.970702191103734, "tokens_seen": 9764864 }, { "epoch": 0.0, "objective/train/advantage_avg": 0.49107539653778076, "objective/train/docs_used": 11015, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 5.094058036804199, "objective/train/original_loss": 5.094058036804199, "objective/train/theoretical_loss": 6.962219571538605, "objective/train/tokens_used": 30290400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24188564717769623, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503370761871338, "objective/train/weighted_lm_loss": 5.350419521331787, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 6.962219571538605, "tokens_seen": 9830400 }, { "epoch": 0.0, "learning_rate": 0.00029761904761904765, "loss": 5.3296, "theoretical_loss": 6.962219571538605, "tokens_seen": 9830400 }, { "epoch": 0.0, "learning_rate": 0.0002996031746031746, "loss": 5.3081, "theoretical_loss": 6.953809029899522, "tokens_seen": 9895936 }, { "epoch": 0.0, "learning_rate": 0.0003015873015873016, "loss": 5.2714, "theoretical_loss": 6.945469482441503, "tokens_seen": 9961472 }, { "epoch": 0.0, "learning_rate": 0.00030357142857142855, "loss": 5.2838, "theoretical_loss": 6.937199868707852, "tokens_seen": 10027008 }, { "epoch": 0.0, "learning_rate": 0.0003055555555555556, "loss": 5.3265, "theoretical_loss": 6.928999150881393, "tokens_seen": 10092544 }, { "epoch": 0.0, "learning_rate": 0.00030753968253968255, "loss": 5.2493, "theoretical_loss": 6.920866313157865, "tokens_seen": 10158080 }, { "epoch": 0.0, "learning_rate": 0.00030952380952380956, "loss": 5.3069, "theoretical_loss": 6.912800361140576, "tokens_seen": 10223616 }, { "epoch": 0.0, "learning_rate": 0.0003115079365079365, "loss": 5.4451, "theoretical_loss": 6.904800321255455, "tokens_seen": 10289152 }, { "epoch": 0.0, "learning_rate": 0.0003134920634920635, "loss": 5.1631, "theoretical_loss": 6.896865240185702, "tokens_seen": 10354688 }, { "epoch": 0.0, "learning_rate": 0.00031547619047619046, "loss": 5.2823, "theoretical_loss": 6.888994184325256, "tokens_seen": 10420224 }, { "epoch": 0.0, "learning_rate": 0.00031746031746031746, "loss": 5.2868, "theoretical_loss": 6.881186239250335, "tokens_seen": 10485760 }, { "epoch": 0.0, "learning_rate": 0.0003194444444444444, "loss": 5.2119, "theoretical_loss": 6.873440509208347, "tokens_seen": 10551296 }, { "epoch": 0.0, "learning_rate": 0.00032142857142857147, "loss": 5.414, "theoretical_loss": 6.8657561166234995, "tokens_seen": 10616832 }, { "epoch": 0.0, "learning_rate": 0.0003234126984126984, "loss": 5.0445, "theoretical_loss": 6.858132201618454, "tokens_seen": 10682368 }, { "epoch": 0.0, "learning_rate": 0.0003253968253968254, "loss": 5.1709, "theoretical_loss": 6.8505679215514235, "tokens_seen": 10747904 }, { "epoch": 0.0, "learning_rate": 0.00032738095238095237, "loss": 5.1904, "theoretical_loss": 6.8430624505681, "tokens_seen": 10813440 }, { "epoch": 0.0, "learning_rate": 0.00032936507936507937, "loss": 5.2185, "theoretical_loss": 6.835614979167886, "tokens_seen": 10878976 }, { "epoch": 0.0, "learning_rate": 0.0003313492063492063, "loss": 5.0221, "theoretical_loss": 6.82822471378385, "tokens_seen": 10944512 }, { "epoch": 0.0, "learning_rate": 0.0003333333333333333, "loss": 5.1341, "theoretical_loss": 6.8208908763759295, "tokens_seen": 11010048 }, { "epoch": 0.0, "learning_rate": 0.0003353174603174603, "loss": 4.9061, "theoretical_loss": 6.813612704036853, "tokens_seen": 11075584 }, { "epoch": 0.0, "learning_rate": 0.00033730158730158733, "loss": 5.1869, "theoretical_loss": 6.806389448610343, "tokens_seen": 11141120 }, { "epoch": 0.0, "learning_rate": 0.00033928571428571433, "loss": 5.1124, "theoretical_loss": 6.799220376321128, "tokens_seen": 11206656 }, { "epoch": 0.0, "learning_rate": 0.0003412698412698413, "loss": 5.2221, "theoretical_loss": 6.79210476741633, "tokens_seen": 11272192 }, { "epoch": 0.0, "learning_rate": 0.0003432539682539683, "loss": 5.035, "theoretical_loss": 6.785041915817828, "tokens_seen": 11337728 }, { "epoch": 0.0, "learning_rate": 0.00034523809523809523, "loss": 5.1263, "theoretical_loss": 6.778031128785191, "tokens_seen": 11403264 }, { "epoch": 0.0, "learning_rate": 0.00034722222222222224, "loss": 5.2328, "theoretical_loss": 6.771071726588795, "tokens_seen": 11468800 }, { "epoch": 0.0, "learning_rate": 0.0003492063492063492, "loss": 5.1011, "theoretical_loss": 6.76416304219278, "tokens_seen": 11534336 }, { "epoch": 0.0, "learning_rate": 0.0003511904761904762, "loss": 5.0111, "theoretical_loss": 6.757304420947466, "tokens_seen": 11599872 }, { "epoch": 0.0, "learning_rate": 0.0003531746031746032, "loss": 5.1246, "theoretical_loss": 6.750495220290931, "tokens_seen": 11665408 }, { "epoch": 0.0, "learning_rate": 0.0003551587301587302, "loss": 5.0826, "theoretical_loss": 6.743734809459394, "tokens_seen": 11730944 }, { "epoch": 0.0, "learning_rate": 0.00035714285714285714, "loss": 4.9246, "theoretical_loss": 6.737022569206117, "tokens_seen": 11796480 }, { "epoch": 0.0, "learning_rate": 0.00035912698412698415, "loss": 4.9429, "theoretical_loss": 6.730357891528529, "tokens_seen": 11862016 }, { "epoch": 0.0, "learning_rate": 0.0003611111111111111, "loss": 5.1395, "theoretical_loss": 6.723740179403264, "tokens_seen": 11927552 }, { "epoch": 0.0, "learning_rate": 0.0003630952380952381, "loss": 5.1806, "theoretical_loss": 6.717168846528885, "tokens_seen": 11993088 }, { "epoch": 0.0, "learning_rate": 0.00036507936507936505, "loss": 5.0837, "theoretical_loss": 6.710643317075979, "tokens_seen": 12058624 }, { "epoch": 0.0, "learning_rate": 0.00036706349206349205, "loss": 5.0545, "theoretical_loss": 6.70416302544442, "tokens_seen": 12124160 }, { "epoch": 0.0, "learning_rate": 0.00036904761904761905, "loss": 5.051, "theoretical_loss": 6.6977274160275195, "tokens_seen": 12189696 }, { "epoch": 0.0, "learning_rate": 0.00037103174603174606, "loss": 4.936, "theoretical_loss": 6.691335942982863, "tokens_seen": 12255232 }, { "epoch": 0.0, "learning_rate": 0.000373015873015873, "loss": 5.2205, "theoretical_loss": 6.684988070009584, "tokens_seen": 12320768 }, { "epoch": 0.0, "learning_rate": 0.000375, "loss": 5.1985, "theoretical_loss": 6.6786832701318755, "tokens_seen": 12386304 }, { "epoch": 0.0, "learning_rate": 0.000376984126984127, "loss": 5.0665, "theoretical_loss": 6.672421025488536, "tokens_seen": 12451840 }, { "epoch": 0.0, "learning_rate": 0.00037896825396825396, "loss": 5.2492, "theoretical_loss": 6.666200827128331, "tokens_seen": 12517376 }, { "epoch": 0.0, "learning_rate": 0.00038095238095238096, "loss": 5.0901, "theoretical_loss": 6.660022174811009, "tokens_seen": 12582912 }, { "epoch": 0.0, "learning_rate": 0.00038293650793650797, "loss": 5.0826, "theoretical_loss": 6.653884576813754, "tokens_seen": 12648448 }, { "epoch": 0.0, "learning_rate": 0.00038492063492063497, "loss": 4.9834, "theoretical_loss": 6.647787549742928, "tokens_seen": 12713984 }, { "epoch": 0.0, "learning_rate": 0.0003869047619047619, "loss": 5.0116, "theoretical_loss": 6.641730618350916, "tokens_seen": 12779520 }, { "epoch": 0.0, "learning_rate": 0.0003888888888888889, "loss": 5.0323, "theoretical_loss": 6.6357133153579175, "tokens_seen": 12845056 }, { "epoch": 0.0, "learning_rate": 0.00039087301587301587, "loss": 5.0115, "theoretical_loss": 6.629735181278515, "tokens_seen": 12910592 }, { "epoch": 0.0, "learning_rate": 0.0003928571428571429, "loss": 4.9832, "theoretical_loss": 6.623795764252885, "tokens_seen": 12976128 }, { "epoch": 0.0, "learning_rate": 0.0003948412698412698, "loss": 5.0157, "theoretical_loss": 6.61789461988249, "tokens_seen": 13041664 }, { "epoch": 0.0, "objective/train/advantage_avg": 0.4912474751472473, "objective/train/docs_used": 12170, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 4.883951187133789, "objective/train/original_loss": 4.883951187133789, "objective/train/theoretical_loss": 6.612031311070119, "objective/train/tokens_used": 33567200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2418125718832016, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05035400390625, "objective/train/weighted_lm_loss": 5.129752159118652, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 6.612031311070119, "tokens_seen": 13107200 }, { "epoch": 0.0, "learning_rate": 0.0003968253968253968, "loss": 5.0655, "theoretical_loss": 6.612031311070119, "tokens_seen": 13107200 }, { "epoch": 0.0, "learning_rate": 0.00039880952380952383, "loss": 4.8914, "theoretical_loss": 6.6062054078641355, "tokens_seen": 13172736 }, { "epoch": 0.0, "learning_rate": 0.00040079365079365083, "loss": 5.1053, "theoretical_loss": 6.600416487306803, "tokens_seen": 13238272 }, { "epoch": 0.0, "learning_rate": 0.0004027777777777778, "loss": 4.9361, "theoretical_loss": 6.594664133286568, "tokens_seen": 13303808 }, { "epoch": 0.0, "learning_rate": 0.0004047619047619048, "loss": 5.1403, "theoretical_loss": 6.588947936394168, "tokens_seen": 13369344 }, { "epoch": 0.0, "learning_rate": 0.00040674603174603173, "loss": 4.9681, "theoretical_loss": 6.58326749378245, "tokens_seen": 13434880 }, { "epoch": 0.0, "learning_rate": 0.00040873015873015874, "loss": 5.061, "theoretical_loss": 6.577622409029796, "tokens_seen": 13500416 }, { "epoch": 0.0, "learning_rate": 0.0004107142857142857, "loss": 4.8943, "theoretical_loss": 6.5720122920070345, "tokens_seen": 13565952 }, { "epoch": 0.0, "learning_rate": 0.0004126984126984127, "loss": 4.9159, "theoretical_loss": 6.566436758747731, "tokens_seen": 13631488 }, { "epoch": 0.0, "learning_rate": 0.0004146825396825397, "loss": 4.8941, "theoretical_loss": 6.560895431321773, "tokens_seen": 13697024 }, { "epoch": 0.0, "learning_rate": 0.0004166666666666667, "loss": 4.8609, "theoretical_loss": 6.5553879377121245, "tokens_seen": 13762560 }, { "epoch": 0.0, "learning_rate": 0.0004186507936507937, "loss": 4.9139, "theoretical_loss": 6.5499139116946825, "tokens_seen": 13828096 }, { "epoch": 0.0, "learning_rate": 0.00042063492063492065, "loss": 4.9303, "theoretical_loss": 6.544472992721121, "tokens_seen": 13893632 }, { "epoch": 0.0, "learning_rate": 0.00042261904761904765, "loss": 4.9147, "theoretical_loss": 6.539064825804655, "tokens_seen": 13959168 }, { "epoch": 0.0, "learning_rate": 0.0004246031746031746, "loss": 5.0321, "theoretical_loss": 6.533689061408615, "tokens_seen": 14024704 }, { "epoch": 0.0, "learning_rate": 0.0004265873015873016, "loss": 4.9443, "theoretical_loss": 6.528345355337773, "tokens_seen": 14090240 }, { "epoch": 0.0, "learning_rate": 0.00042857142857142855, "loss": 4.9354, "theoretical_loss": 6.523033368632323, "tokens_seen": 14155776 }, { "epoch": 0.0, "learning_rate": 0.0004305555555555556, "loss": 4.9561, "theoretical_loss": 6.51775276746445, "tokens_seen": 14221312 }, { "epoch": 0.0, "learning_rate": 0.00043253968253968256, "loss": 4.9391, "theoretical_loss": 6.512503223037404, "tokens_seen": 14286848 }, { "epoch": 0.0, "learning_rate": 0.00043452380952380956, "loss": 4.85, "theoretical_loss": 6.507284411487015, "tokens_seen": 14352384 }, { "epoch": 0.0, "learning_rate": 0.0004365079365079365, "loss": 4.9346, "theoretical_loss": 6.502096013785574, "tokens_seen": 14417920 }, { "epoch": 0.0, "learning_rate": 0.0004384920634920635, "loss": 4.8673, "theoretical_loss": 6.496937715648013, "tokens_seen": 14483456 }, { "epoch": 0.0, "learning_rate": 0.00044047619047619046, "loss": 4.7758, "theoretical_loss": 6.491809207440321, "tokens_seen": 14548992 }, { "epoch": 0.0, "learning_rate": 0.00044246031746031746, "loss": 4.8789, "theoretical_loss": 6.486710184090135, "tokens_seen": 14614528 }, { "epoch": 0.0, "learning_rate": 0.0004444444444444444, "loss": 4.8879, "theoretical_loss": 6.481640344999435, "tokens_seen": 14680064 }, { "epoch": 0.0, "learning_rate": 0.00044642857142857147, "loss": 4.9789, "theoretical_loss": 6.476599393959298, "tokens_seen": 14745600 }, { "epoch": 0.0, "learning_rate": 0.0004484126984126984, "loss": 4.8676, "theoretical_loss": 6.471587039066644, "tokens_seen": 14811136 }, { "epoch": 0.0, "learning_rate": 0.0004503968253968254, "loss": 4.8724, "theoretical_loss": 6.466602992642919, "tokens_seen": 14876672 }, { "epoch": 0.0, "learning_rate": 0.00045238095238095237, "loss": 4.9345, "theoretical_loss": 6.461646971154669, "tokens_seen": 14942208 }, { "epoch": 0.0, "learning_rate": 0.00045436507936507937, "loss": 5.0052, "theoretical_loss": 6.456718695135944, "tokens_seen": 15007744 }, { "epoch": 0.0, "learning_rate": 0.0004563492063492063, "loss": 4.899, "theoretical_loss": 6.45181788911249, "tokens_seen": 15073280 }, { "epoch": 0.0, "learning_rate": 0.0004583333333333333, "loss": 4.7496, "theoretical_loss": 6.446944281527674, "tokens_seen": 15138816 }, { "epoch": 0.0, "learning_rate": 0.00046031746031746033, "loss": 4.7412, "theoretical_loss": 6.442097604670096, "tokens_seen": 15204352 }, { "epoch": 0.0, "learning_rate": 0.00046230158730158733, "loss": 4.6114, "theoretical_loss": 6.437277594602845, "tokens_seen": 15269888 }, { "epoch": 0.0, "learning_rate": 0.00046428571428571433, "loss": 4.7578, "theoretical_loss": 6.43248399109436, "tokens_seen": 15335424 }, { "epoch": 0.0, "learning_rate": 0.0004662698412698413, "loss": 4.763, "theoretical_loss": 6.427716537550838, "tokens_seen": 15400960 }, { "epoch": 0.0, "learning_rate": 0.0004682539682539683, "loss": 4.7541, "theoretical_loss": 6.422974980950157, "tokens_seen": 15466496 }, { "epoch": 0.0, "learning_rate": 0.00047023809523809523, "loss": 4.8955, "theoretical_loss": 6.41825907177728, "tokens_seen": 15532032 }, { "epoch": 0.0, "learning_rate": 0.00047222222222222224, "loss": 4.9811, "theoretical_loss": 6.413568563961092, "tokens_seen": 15597568 }, { "epoch": 0.0, "learning_rate": 0.0004742063492063492, "loss": 4.7225, "theoretical_loss": 6.408903214812629, "tokens_seen": 15663104 }, { "epoch": 0.0, "learning_rate": 0.0004761904761904762, "loss": 4.8861, "theoretical_loss": 6.404262784964672, "tokens_seen": 15728640 }, { "epoch": 0.0, "learning_rate": 0.0004781746031746032, "loss": 4.7362, "theoretical_loss": 6.399647038312671, "tokens_seen": 15794176 }, { "epoch": 0.0, "learning_rate": 0.0004801587301587302, "loss": 4.7356, "theoretical_loss": 6.395055741956952, "tokens_seen": 15859712 }, { "epoch": 0.0, "learning_rate": 0.00048214285714285715, "loss": 4.887, "theoretical_loss": 6.390488666146185, "tokens_seen": 15925248 }, { "epoch": 0.0, "learning_rate": 0.00048412698412698415, "loss": 4.8904, "theoretical_loss": 6.3859455842220765, "tokens_seen": 15990784 }, { "epoch": 0.0, "learning_rate": 0.0004861111111111111, "loss": 4.952, "theoretical_loss": 6.381426272565258, "tokens_seen": 16056320 }, { "epoch": 0.0, "learning_rate": 0.0004880952380952381, "loss": 4.917, "theoretical_loss": 6.376930510542334, "tokens_seen": 16121856 }, { "epoch": 0.0, "learning_rate": 0.0004900793650793651, "loss": 4.8962, "theoretical_loss": 6.372458080454071, "tokens_seen": 16187392 }, { "epoch": 0.0, "learning_rate": 0.000492063492063492, "loss": 4.8315, "theoretical_loss": 6.368008767484675, "tokens_seen": 16252928 }, { "epoch": 0.0, "learning_rate": 0.0004940476190476191, "loss": 4.8416, "theoretical_loss": 6.363582359652165, "tokens_seen": 16318464 }, { "epoch": 0.0, "objective/train/advantage_avg": 0.49277380108833313, "objective/train/docs_used": 13382, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 4.31853723526001, "objective/train/original_loss": 4.318537712097168, "objective/train/theoretical_loss": 6.359178647759789, "objective/train/tokens_used": 36844000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2433290332555771, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505143404006958, "objective/train/weighted_lm_loss": 4.537021636962891, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 6.359178647759789, "tokens_seen": 16384000 }, { "epoch": 0.0, "learning_rate": 0.000496031746031746, "loss": 4.7369, "theoretical_loss": 6.359178647759789, "tokens_seen": 16384000 }, { "epoch": 0.0, "learning_rate": 0.000498015873015873, "loss": 4.7574, "theoretical_loss": 6.354797425348455, "tokens_seen": 16449536 }, { "epoch": 0.01, "learning_rate": 0.0005, "loss": 4.61, "theoretical_loss": 6.350438488650175, "tokens_seen": 16515072 }, { "epoch": 0.01, "learning_rate": 0.000501984126984127, "loss": 4.6561, "theoretical_loss": 6.3461016365424685, "tokens_seen": 16580608 }, { "epoch": 0.01, "learning_rate": 0.000503968253968254, "loss": 4.7203, "theoretical_loss": 6.341786670503726, "tokens_seen": 16646144 }, { "epoch": 0.01, "learning_rate": 0.0005059523809523809, "loss": 4.7175, "theoretical_loss": 6.33749339456949, "tokens_seen": 16711680 }, { "epoch": 0.01, "learning_rate": 0.0005079365079365079, "loss": 4.7454, "theoretical_loss": 6.333221615289645, "tokens_seen": 16777216 }, { "epoch": 0.01, "learning_rate": 0.0005099206349206349, "loss": 4.9234, "theoretical_loss": 6.328971141686479, "tokens_seen": 16842752 }, { "epoch": 0.01, "learning_rate": 0.0005119047619047619, "loss": 4.7527, "theoretical_loss": 6.324741785213623, "tokens_seen": 16908288 }, { "epoch": 0.01, "learning_rate": 0.0005138888888888888, "loss": 4.7599, "theoretical_loss": 6.320533359715803, "tokens_seen": 16973824 }, { "epoch": 0.01, "learning_rate": 0.0005158730158730159, "loss": 4.7576, "theoretical_loss": 6.316345681389436, "tokens_seen": 17039360 }, { "epoch": 0.01, "learning_rate": 0.0005178571428571429, "loss": 4.7286, "theoretical_loss": 6.312178568744001, "tokens_seen": 17104896 }, { "epoch": 0.01, "learning_rate": 0.0005198412698412699, "loss": 4.7687, "theoretical_loss": 6.308031842564212, "tokens_seen": 17170432 }, { "epoch": 0.01, "learning_rate": 0.0005218253968253968, "loss": 4.4944, "theoretical_loss": 6.303905325872933, "tokens_seen": 17235968 }, { "epoch": 0.01, "learning_rate": 0.0005238095238095238, "loss": 4.9019, "theoretical_loss": 6.2997988438948465, "tokens_seen": 17301504 }, { "epoch": 0.01, "learning_rate": 0.0005257936507936508, "loss": 4.6807, "theoretical_loss": 6.295712224020842, "tokens_seen": 17367040 }, { "epoch": 0.01, "learning_rate": 0.0005277777777777778, "loss": 4.7674, "theoretical_loss": 6.2916452957731135, "tokens_seen": 17432576 }, { "epoch": 0.01, "learning_rate": 0.0005297619047619047, "loss": 4.6331, "theoretical_loss": 6.287597890770951, "tokens_seen": 17498112 }, { "epoch": 0.01, "learning_rate": 0.0005317460317460317, "loss": 4.5051, "theoretical_loss": 6.283569842697203, "tokens_seen": 17563648 }, { "epoch": 0.01, "learning_rate": 0.0005337301587301587, "loss": 4.4246, "theoretical_loss": 6.279560987265395, "tokens_seen": 17629184 }, { "epoch": 0.01, "learning_rate": 0.0005357142857142857, "loss": 4.6671, "theoretical_loss": 6.275571162187505, "tokens_seen": 17694720 }, { "epoch": 0.01, "learning_rate": 0.0005376984126984126, "loss": 4.7847, "theoretical_loss": 6.271600207142356, "tokens_seen": 17760256 }, { "epoch": 0.01, "learning_rate": 0.0005396825396825396, "loss": 4.7324, "theoretical_loss": 6.26764796374462, "tokens_seen": 17825792 }, { "epoch": 0.01, "learning_rate": 0.0005416666666666666, "loss": 4.6055, "theoretical_loss": 6.263714275514436, "tokens_seen": 17891328 }, { "epoch": 0.01, "learning_rate": 0.0005436507936507936, "loss": 4.5236, "theoretical_loss": 6.259798987847603, "tokens_seen": 17956864 }, { "epoch": 0.01, "learning_rate": 0.0005456349206349206, "loss": 4.599, "theoretical_loss": 6.255901947986348, "tokens_seen": 18022400 }, { "epoch": 0.01, "learning_rate": 0.0005476190476190477, "loss": 4.664, "theoretical_loss": 6.25202300499066, "tokens_seen": 18087936 }, { "epoch": 0.01, "learning_rate": 0.0005496031746031747, "loss": 4.5562, "theoretical_loss": 6.248162009710162, "tokens_seen": 18153472 }, { "epoch": 0.01, "learning_rate": 0.0005515873015873017, "loss": 4.7609, "theoretical_loss": 6.244318814756527, "tokens_seen": 18219008 }, { "epoch": 0.01, "learning_rate": 0.0005535714285714287, "loss": 4.6061, "theoretical_loss": 6.240493274476407, "tokens_seen": 18284544 }, { "epoch": 0.01, "learning_rate": 0.0005555555555555556, "loss": 4.5964, "theoretical_loss": 6.236685244924882, "tokens_seen": 18350080 }, { "epoch": 0.01, "learning_rate": 0.0005575396825396826, "loss": 4.5874, "theoretical_loss": 6.232894583839405, "tokens_seen": 18415616 }, { "epoch": 0.01, "learning_rate": 0.0005595238095238096, "loss": 4.4101, "theoretical_loss": 6.229121150614235, "tokens_seen": 18481152 }, { "epoch": 0.01, "learning_rate": 0.0005615079365079366, "loss": 4.7411, "theoretical_loss": 6.225364806275344, "tokens_seen": 18546688 }, { "epoch": 0.01, "learning_rate": 0.0005634920634920635, "loss": 4.5962, "theoretical_loss": 6.2216254134558024, "tokens_seen": 18612224 }, { "epoch": 0.01, "learning_rate": 0.0005654761904761905, "loss": 4.5972, "theoretical_loss": 6.217902836371607, "tokens_seen": 18677760 }, { "epoch": 0.01, "learning_rate": 0.0005674603174603175, "loss": 4.6108, "theoretical_loss": 6.214196940797967, "tokens_seen": 18743296 }, { "epoch": 0.01, "learning_rate": 0.0005694444444444445, "loss": 4.582, "theoretical_loss": 6.210507594046018, "tokens_seen": 18808832 }, { "epoch": 0.01, "learning_rate": 0.0005714285714285714, "loss": 4.7575, "theoretical_loss": 6.206834664939976, "tokens_seen": 18874368 }, { "epoch": 0.01, "learning_rate": 0.0005734126984126984, "loss": 4.7611, "theoretical_loss": 6.203178023794688, "tokens_seen": 18939904 }, { "epoch": 0.01, "learning_rate": 0.0005753968253968254, "loss": 4.6871, "theoretical_loss": 6.199537542393618, "tokens_seen": 19005440 }, { "epoch": 0.01, "learning_rate": 0.0005773809523809524, "loss": 4.6562, "theoretical_loss": 6.195913093967214, "tokens_seen": 19070976 }, { "epoch": 0.01, "learning_rate": 0.0005793650793650794, "loss": 4.5739, "theoretical_loss": 6.192304553171669, "tokens_seen": 19136512 }, { "epoch": 0.01, "learning_rate": 0.0005813492063492064, "loss": 4.5292, "theoretical_loss": 6.188711796068077, "tokens_seen": 19202048 }, { "epoch": 0.01, "learning_rate": 0.0005833333333333334, "loss": 4.3859, "theoretical_loss": 6.185134700101948, "tokens_seen": 19267584 }, { "epoch": 0.01, "learning_rate": 0.0005853174603174604, "loss": 4.6491, "theoretical_loss": 6.181573144083102, "tokens_seen": 19333120 }, { "epoch": 0.01, "learning_rate": 0.0005873015873015874, "loss": 4.633, "theoretical_loss": 6.178027008165916, "tokens_seen": 19398656 }, { "epoch": 0.01, "learning_rate": 0.0005892857142857143, "loss": 4.6405, "theoretical_loss": 6.174496173829926, "tokens_seen": 19464192 }, { "epoch": 0.01, "learning_rate": 0.0005912698412698413, "loss": 4.602, "theoretical_loss": 6.170980523860769, "tokens_seen": 19529728 }, { "epoch": 0.01, "learning_rate": 0.0005932539682539683, "loss": 4.4713, "theoretical_loss": 6.167479942331466, "tokens_seen": 19595264 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.49178165197372437, "objective/train/docs_used": 14656, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 4.28451681137085, "objective/train/original_loss": 4.284516334533691, "objective/train/theoretical_loss": 6.163994314584031, "objective/train/tokens_used": 40120800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24251613020896912, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504111051559448, "objective/train/weighted_lm_loss": 4.500372409820557, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 6.163994314584031, "tokens_seen": 19660800 }, { "epoch": 0.01, "learning_rate": 0.0005952380952380953, "loss": 4.5733, "theoretical_loss": 6.163994314584031, "tokens_seen": 19660800 }, { "epoch": 0.01, "learning_rate": 0.0005972222222222222, "loss": 4.5806, "theoretical_loss": 6.16052352721141, "tokens_seen": 19726336 }, { "epoch": 0.01, "learning_rate": 0.0005992063492063492, "loss": 4.5064, "theoretical_loss": 6.157067468039726, "tokens_seen": 19791872 }, { "epoch": 0.01, "learning_rate": 0.0006011904761904762, "loss": 4.4136, "theoretical_loss": 6.153626026110843, "tokens_seen": 19857408 }, { "epoch": 0.01, "learning_rate": 0.0006031746031746032, "loss": 4.5153, "theoretical_loss": 6.150199091665225, "tokens_seen": 19922944 }, { "epoch": 0.01, "learning_rate": 0.0006051587301587301, "loss": 4.5327, "theoretical_loss": 6.146786556125103, "tokens_seen": 19988480 }, { "epoch": 0.01, "learning_rate": 0.0006071428571428571, "loss": 4.4621, "theoretical_loss": 6.143388312077918, "tokens_seen": 20054016 }, { "epoch": 0.01, "learning_rate": 0.0006091269841269841, "loss": 4.5998, "theoretical_loss": 6.140004253260065, "tokens_seen": 20119552 }, { "epoch": 0.01, "learning_rate": 0.0006111111111111112, "loss": 4.6879, "theoretical_loss": 6.136634274540901, "tokens_seen": 20185088 }, { "epoch": 0.01, "learning_rate": 0.0006130952380952381, "loss": 4.5875, "theoretical_loss": 6.13327827190704, "tokens_seen": 20250624 }, { "epoch": 0.01, "learning_rate": 0.0006150793650793651, "loss": 4.5669, "theoretical_loss": 6.129936142446908, "tokens_seen": 20316160 }, { "epoch": 0.01, "learning_rate": 0.0006170634920634921, "loss": 4.475, "theoretical_loss": 6.12660778433556, "tokens_seen": 20381696 }, { "epoch": 0.01, "learning_rate": 0.0006190476190476191, "loss": 4.4535, "theoretical_loss": 6.123293096819758, "tokens_seen": 20447232 }, { "epoch": 0.01, "learning_rate": 0.000621031746031746, "loss": 4.6288, "theoretical_loss": 6.119991980203299, "tokens_seen": 20512768 }, { "epoch": 0.01, "learning_rate": 0.000623015873015873, "loss": 4.3293, "theoretical_loss": 6.11670433583259, "tokens_seen": 20578304 }, { "epoch": 0.01, "learning_rate": 0.000625, "loss": 4.5311, "theoretical_loss": 6.113430066082468, "tokens_seen": 20643840 }, { "epoch": 0.01, "learning_rate": 0.000626984126984127, "loss": 4.4825, "theoretical_loss": 6.1101690743422505, "tokens_seen": 20709376 }, { "epoch": 0.01, "learning_rate": 0.000628968253968254, "loss": 4.4968, "theoretical_loss": 6.106921265002029, "tokens_seen": 20774912 }, { "epoch": 0.01, "learning_rate": 0.0006309523809523809, "loss": 4.4781, "theoretical_loss": 6.103686543439177, "tokens_seen": 20840448 }, { "epoch": 0.01, "learning_rate": 0.0006329365079365079, "loss": 4.6214, "theoretical_loss": 6.100464816005092, "tokens_seen": 20905984 }, { "epoch": 0.01, "learning_rate": 0.0006349206349206349, "loss": 4.5962, "theoretical_loss": 6.097255990012153, "tokens_seen": 20971520 }, { "epoch": 0.01, "learning_rate": 0.0006369047619047619, "loss": 4.5147, "theoretical_loss": 6.094059973720896, "tokens_seen": 21037056 }, { "epoch": 0.01, "learning_rate": 0.0006388888888888888, "loss": 4.4541, "theoretical_loss": 6.090876676327392, "tokens_seen": 21102592 }, { "epoch": 0.01, "learning_rate": 0.0006408730158730159, "loss": 4.4346, "theoretical_loss": 6.087706007950839, "tokens_seen": 21168128 }, { "epoch": 0.01, "learning_rate": 0.0006428571428571429, "loss": 4.5464, "theoretical_loss": 6.084547879621354, "tokens_seen": 21233664 }, { "epoch": 0.01, "learning_rate": 0.0006448412698412699, "loss": 4.5378, "theoretical_loss": 6.081402203267963, "tokens_seen": 21299200 }, { "epoch": 0.01, "learning_rate": 0.0006468253968253968, "loss": 4.5303, "theoretical_loss": 6.078268891706788, "tokens_seen": 21364736 }, { "epoch": 0.01, "learning_rate": 0.0006488095238095238, "loss": 4.4849, "theoretical_loss": 6.075147858629419, "tokens_seen": 21430272 }, { "epoch": 0.01, "learning_rate": 0.0006507936507936508, "loss": 4.3543, "theoretical_loss": 6.072039018591484, "tokens_seen": 21495808 }, { "epoch": 0.01, "learning_rate": 0.0006527777777777778, "loss": 4.5641, "theoretical_loss": 6.068942287001391, "tokens_seen": 21561344 }, { "epoch": 0.01, "learning_rate": 0.0006547619047619047, "loss": 4.4829, "theoretical_loss": 6.065857580109258, "tokens_seen": 21626880 }, { "epoch": 0.01, "learning_rate": 0.0006567460317460317, "loss": 4.3724, "theoretical_loss": 6.0627848149960135, "tokens_seen": 21692416 }, { "epoch": 0.01, "learning_rate": 0.0006587301587301587, "loss": 4.5818, "theoretical_loss": 6.059723909562683, "tokens_seen": 21757952 }, { "epoch": 0.01, "learning_rate": 0.0006607142857142857, "loss": 4.3904, "theoretical_loss": 6.0566747825198295, "tokens_seen": 21823488 }, { "epoch": 0.01, "learning_rate": 0.0006626984126984126, "loss": 4.4051, "theoretical_loss": 6.0536373533771695, "tokens_seen": 21889024 }, { "epoch": 0.01, "learning_rate": 0.0006646825396825396, "loss": 4.5032, "theoretical_loss": 6.050611542433352, "tokens_seen": 21954560 }, { "epoch": 0.01, "learning_rate": 0.0006666666666666666, "loss": 4.3651, "theoretical_loss": 6.047597270765904, "tokens_seen": 22020096 }, { "epoch": 0.01, "learning_rate": 0.0006686507936507936, "loss": 4.5418, "theoretical_loss": 6.044594460221319, "tokens_seen": 22085632 }, { "epoch": 0.01, "learning_rate": 0.0006706349206349207, "loss": 4.4352, "theoretical_loss": 6.041603033405314, "tokens_seen": 22151168 }, { "epoch": 0.01, "learning_rate": 0.0006726190476190477, "loss": 4.3779, "theoretical_loss": 6.038622913673237, "tokens_seen": 22216704 }, { "epoch": 0.01, "learning_rate": 0.0006746031746031747, "loss": 4.2616, "theoretical_loss": 6.035654025120612, "tokens_seen": 22282240 }, { "epoch": 0.01, "learning_rate": 0.0006765873015873017, "loss": 4.319, "theoretical_loss": 6.032696292573847, "tokens_seen": 22347776 }, { "epoch": 0.01, "learning_rate": 0.0006785714285714287, "loss": 4.2787, "theoretical_loss": 6.029749641581073, "tokens_seen": 22413312 }, { "epoch": 0.01, "learning_rate": 0.0006805555555555556, "loss": 4.343, "theoretical_loss": 6.02681399840313, "tokens_seen": 22478848 }, { "epoch": 0.01, "learning_rate": 0.0006825396825396826, "loss": 4.4465, "theoretical_loss": 6.023889290004692, "tokens_seen": 22544384 }, { "epoch": 0.01, "learning_rate": 0.0006845238095238096, "loss": 4.4453, "theoretical_loss": 6.020975444045523, "tokens_seen": 22609920 }, { "epoch": 0.01, "learning_rate": 0.0006865079365079366, "loss": 4.28, "theoretical_loss": 6.018072388871873, "tokens_seen": 22675456 }, { "epoch": 0.01, "learning_rate": 0.0006884920634920635, "loss": 4.4475, "theoretical_loss": 6.015180053507997, "tokens_seen": 22740992 }, { "epoch": 0.01, "learning_rate": 0.0006904761904761905, "loss": 4.2961, "theoretical_loss": 6.012298367647816, "tokens_seen": 22806528 }, { "epoch": 0.01, "learning_rate": 0.0006924603174603175, "loss": 4.3297, "theoretical_loss": 6.009427261646688, "tokens_seen": 22872064 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.49345701932907104, "objective/train/docs_used": 15907, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 4.267792701721191, "objective/train/original_loss": 4.267792701721191, "objective/train/theoretical_loss": 6.006566666513313, "objective/train/tokens_used": 43397600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24379104375839233, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505850315093994, "objective/train/weighted_lm_loss": 4.483581066131592, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 6.006566666513313, "tokens_seen": 22937600 }, { "epoch": 0.01, "learning_rate": 0.0006944444444444445, "loss": 4.4127, "theoretical_loss": 6.006566666513313, "tokens_seen": 22937600 }, { "epoch": 0.01, "learning_rate": 0.0006964285714285714, "loss": 4.09, "theoretical_loss": 6.003716513901762, "tokens_seen": 23003136 }, { "epoch": 0.01, "learning_rate": 0.0006984126984126984, "loss": 4.2815, "theoretical_loss": 6.000876736103618, "tokens_seen": 23068672 }, { "epoch": 0.01, "learning_rate": 0.0007003968253968254, "loss": 4.4355, "theoretical_loss": 5.998047266040238, "tokens_seen": 23134208 }, { "epoch": 0.01, "learning_rate": 0.0007023809523809524, "loss": 4.4496, "theoretical_loss": 5.995228037255137, "tokens_seen": 23199744 }, { "epoch": 0.01, "learning_rate": 0.0007043650793650794, "loss": 4.3207, "theoretical_loss": 5.992418983906469, "tokens_seen": 23265280 }, { "epoch": 0.01, "learning_rate": 0.0007063492063492064, "loss": 4.1968, "theoretical_loss": 5.989620040759641, "tokens_seen": 23330816 }, { "epoch": 0.01, "learning_rate": 0.0007083333333333334, "loss": 4.2346, "theoretical_loss": 5.986831143180019, "tokens_seen": 23396352 }, { "epoch": 0.01, "learning_rate": 0.0007103174603174604, "loss": 4.2309, "theoretical_loss": 5.9840522271257495, "tokens_seen": 23461888 }, { "epoch": 0.01, "learning_rate": 0.0007123015873015874, "loss": 4.2863, "theoretical_loss": 5.981283229140683, "tokens_seen": 23527424 }, { "epoch": 0.01, "learning_rate": 0.0007142857142857143, "loss": 4.2112, "theoretical_loss": 5.978524086347409, "tokens_seen": 23592960 }, { "epoch": 0.01, "learning_rate": 0.0007162698412698413, "loss": 4.2578, "theoretical_loss": 5.975774736440385, "tokens_seen": 23658496 }, { "epoch": 0.01, "learning_rate": 0.0007182539682539683, "loss": 4.2903, "theoretical_loss": 5.973035117679164, "tokens_seen": 23724032 }, { "epoch": 0.01, "learning_rate": 0.0007202380952380953, "loss": 4.3281, "theoretical_loss": 5.970305168881732, "tokens_seen": 23789568 }, { "epoch": 0.01, "learning_rate": 0.0007222222222222222, "loss": 4.4398, "theoretical_loss": 5.967584829417934, "tokens_seen": 23855104 }, { "epoch": 0.01, "learning_rate": 0.0007242063492063492, "loss": 4.2352, "theoretical_loss": 5.964874039202989, "tokens_seen": 23920640 }, { "epoch": 0.01, "learning_rate": 0.0007261904761904762, "loss": 4.2132, "theoretical_loss": 5.96217273869112, "tokens_seen": 23986176 }, { "epoch": 0.01, "learning_rate": 0.0007281746031746032, "loss": 4.1317, "theoretical_loss": 5.959480868869245, "tokens_seen": 24051712 }, { "epoch": 0.01, "learning_rate": 0.0007301587301587301, "loss": 4.3792, "theoretical_loss": 5.956798371250791, "tokens_seen": 24117248 }, { "epoch": 0.01, "learning_rate": 0.0007321428571428571, "loss": 4.1713, "theoretical_loss": 5.954125187869572, "tokens_seen": 24182784 }, { "epoch": 0.01, "learning_rate": 0.0007341269841269841, "loss": 4.2422, "theoretical_loss": 5.951461261273764, "tokens_seen": 24248320 }, { "epoch": 0.01, "learning_rate": 0.0007361111111111112, "loss": 4.137, "theoretical_loss": 5.948806534519972, "tokens_seen": 24313856 }, { "epoch": 0.01, "learning_rate": 0.0007380952380952381, "loss": 4.1628, "theoretical_loss": 5.9461609511673625, "tokens_seen": 24379392 }, { "epoch": 0.01, "learning_rate": 0.0007400793650793651, "loss": 4.2607, "theoretical_loss": 5.943524455271907, "tokens_seen": 24444928 }, { "epoch": 0.01, "learning_rate": 0.0007420634920634921, "loss": 4.2082, "theoretical_loss": 5.940896991380676, "tokens_seen": 24510464 }, { "epoch": 0.01, "learning_rate": 0.0007440476190476191, "loss": 4.3838, "theoretical_loss": 5.938278504526239, "tokens_seen": 24576000 }, { "epoch": 0.01, "learning_rate": 0.000746031746031746, "loss": 4.2242, "theoretical_loss": 5.935668940221127, "tokens_seen": 24641536 }, { "epoch": 0.01, "learning_rate": 0.000748015873015873, "loss": 4.1961, "theoretical_loss": 5.933068244452382, "tokens_seen": 24707072 }, { "epoch": 0.01, "learning_rate": 0.00075, "loss": 4.1996, "theoretical_loss": 5.930476363676177, "tokens_seen": 24772608 }, { "epoch": 0.01, "learning_rate": 0.000751984126984127, "loss": 4.2341, "theoretical_loss": 5.927893244812513, "tokens_seen": 24838144 }, { "epoch": 0.01, "learning_rate": 0.000753968253968254, "loss": 4.2983, "theoretical_loss": 5.92531883523999, "tokens_seen": 24903680 }, { "epoch": 0.01, "learning_rate": 0.0007559523809523809, "loss": 4.144, "theoretical_loss": 5.922753082790654, "tokens_seen": 24969216 }, { "epoch": 0.01, "learning_rate": 0.0007579365079365079, "loss": 4.1519, "theoretical_loss": 5.920195935744903, "tokens_seen": 25034752 }, { "epoch": 0.01, "learning_rate": 0.0007599206349206349, "loss": 4.3062, "theoretical_loss": 5.917647342826485, "tokens_seen": 25100288 }, { "epoch": 0.01, "learning_rate": 0.0007619047619047619, "loss": 4.164, "theoretical_loss": 5.915107253197538, "tokens_seen": 25165824 }, { "epoch": 0.01, "learning_rate": 0.0007638888888888888, "loss": 4.2066, "theoretical_loss": 5.91257561645372, "tokens_seen": 25231360 }, { "epoch": 0.01, "learning_rate": 0.0007658730158730159, "loss": 4.236, "theoretical_loss": 5.910052382619399, "tokens_seen": 25296896 }, { "epoch": 0.01, "learning_rate": 0.0007678571428571429, "loss": 4.2914, "theoretical_loss": 5.907537502142899, "tokens_seen": 25362432 }, { "epoch": 0.01, "learning_rate": 0.0007698412698412699, "loss": 4.2342, "theoretical_loss": 5.905030925891829, "tokens_seen": 25427968 }, { "epoch": 0.01, "learning_rate": 0.0007718253968253968, "loss": 4.1399, "theoretical_loss": 5.9025326051484575, "tokens_seen": 25493504 }, { "epoch": 0.01, "learning_rate": 0.0007738095238095238, "loss": 4.3571, "theoretical_loss": 5.900042491605162, "tokens_seen": 25559040 }, { "epoch": 0.01, "learning_rate": 0.0007757936507936508, "loss": 4.313, "theoretical_loss": 5.897560537359936, "tokens_seen": 25624576 }, { "epoch": 0.01, "learning_rate": 0.0007777777777777778, "loss": 4.1413, "theoretical_loss": 5.895086694911951, "tokens_seen": 25690112 }, { "epoch": 0.01, "learning_rate": 0.0007797619047619047, "loss": 4.2811, "theoretical_loss": 5.892620917157192, "tokens_seen": 25755648 }, { "epoch": 0.01, "learning_rate": 0.0007817460317460317, "loss": 4.1719, "theoretical_loss": 5.8901631573841335, "tokens_seen": 25821184 }, { "epoch": 0.01, "learning_rate": 0.0007837301587301587, "loss": 4.2168, "theoretical_loss": 5.887713369269493, "tokens_seen": 25886720 }, { "epoch": 0.01, "learning_rate": 0.0007857142857142857, "loss": 4.2532, "theoretical_loss": 5.88527150687402, "tokens_seen": 25952256 }, { "epoch": 0.01, "learning_rate": 0.0007876984126984126, "loss": 4.298, "theoretical_loss": 5.88283752463836, "tokens_seen": 26017792 }, { "epoch": 0.01, "learning_rate": 0.0007896825396825396, "loss": 4.0948, "theoretical_loss": 5.880411377378962, "tokens_seen": 26083328 }, { "epoch": 0.01, "learning_rate": 0.0007916666666666666, "loss": 4.0214, "theoretical_loss": 5.87799302028405, "tokens_seen": 26148864 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.4926624894142151, "objective/train/docs_used": 17033, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 4.048245906829834, "objective/train/original_loss": 4.048246383666992, "objective/train/theoretical_loss": 5.8755824089096285, "objective/train/tokens_used": 46674400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24356918036937714, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050504446029663, "objective/train/weighted_lm_loss": 4.252634048461914, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.8755824089096285, "tokens_seen": 26214400 }, { "epoch": 0.01, "learning_rate": 0.0007936507936507937, "loss": 4.3117, "theoretical_loss": 5.8755824089096285, "tokens_seen": 26214400 }, { "epoch": 0.01, "learning_rate": 0.0007956349206349207, "loss": 3.9992, "theoretical_loss": 5.873179499175565, "tokens_seen": 26279936 }, { "epoch": 0.01, "learning_rate": 0.0007976190476190477, "loss": 4.0696, "theoretical_loss": 5.87078424736171, "tokens_seen": 26345472 }, { "epoch": 0.01, "learning_rate": 0.0007996031746031747, "loss": 4.1271, "theoretical_loss": 5.868396610104066, "tokens_seen": 26411008 }, { "epoch": 0.01, "learning_rate": 0.0008015873015873017, "loss": 4.1637, "theoretical_loss": 5.866016544391016, "tokens_seen": 26476544 }, { "epoch": 0.01, "learning_rate": 0.0008035714285714287, "loss": 4.0211, "theoretical_loss": 5.863644007559595, "tokens_seen": 26542080 }, { "epoch": 0.01, "learning_rate": 0.0008055555555555556, "loss": 4.1509, "theoretical_loss": 5.861278957291807, "tokens_seen": 26607616 }, { "epoch": 0.01, "learning_rate": 0.0008075396825396826, "loss": 4.0588, "theoretical_loss": 5.858921351611005, "tokens_seen": 26673152 }, { "epoch": 0.01, "learning_rate": 0.0008095238095238096, "loss": 4.0002, "theoretical_loss": 5.856571148878293, "tokens_seen": 26738688 }, { "epoch": 0.01, "learning_rate": 0.0008115079365079366, "loss": 4.1366, "theoretical_loss": 5.854228307788999, "tokens_seen": 26804224 }, { "epoch": 0.01, "learning_rate": 0.0008134920634920635, "loss": 4.1982, "theoretical_loss": 5.851892787369178, "tokens_seen": 26869760 }, { "epoch": 0.01, "learning_rate": 0.0008154761904761905, "loss": 4.044, "theoretical_loss": 5.849564546972166, "tokens_seen": 26935296 }, { "epoch": 0.01, "learning_rate": 0.0008174603174603175, "loss": 3.8531, "theoretical_loss": 5.847243546275179, "tokens_seen": 27000832 }, { "epoch": 0.01, "learning_rate": 0.0008194444444444445, "loss": 4.0057, "theoretical_loss": 5.844929745275948, "tokens_seen": 27066368 }, { "epoch": 0.01, "learning_rate": 0.0008214285714285714, "loss": 4.1101, "theoretical_loss": 5.842623104289412, "tokens_seen": 27131904 }, { "epoch": 0.01, "learning_rate": 0.0008234126984126984, "loss": 3.9774, "theoretical_loss": 5.840323583944434, "tokens_seen": 27197440 }, { "epoch": 0.01, "learning_rate": 0.0008253968253968254, "loss": 3.8177, "theoretical_loss": 5.838031145180573, "tokens_seen": 27262976 }, { "epoch": 0.01, "learning_rate": 0.0008273809523809524, "loss": 4.1632, "theoretical_loss": 5.835745749244896, "tokens_seen": 27328512 }, { "epoch": 0.01, "learning_rate": 0.0008293650793650794, "loss": 4.1018, "theoretical_loss": 5.833467357688816, "tokens_seen": 27394048 }, { "epoch": 0.01, "learning_rate": 0.0008313492063492064, "loss": 4.1213, "theoretical_loss": 5.8311959323649925, "tokens_seen": 27459584 }, { "epoch": 0.01, "learning_rate": 0.0008333333333333334, "loss": 4.1399, "theoretical_loss": 5.82893143542425, "tokens_seen": 27525120 }, { "epoch": 0.01, "learning_rate": 0.0008353174603174604, "loss": 4.0058, "theoretical_loss": 5.826673829312552, "tokens_seen": 27590656 }, { "epoch": 0.01, "learning_rate": 0.0008373015873015874, "loss": 4.1258, "theoretical_loss": 5.824423076767996, "tokens_seen": 27656192 }, { "epoch": 0.01, "learning_rate": 0.0008392857142857143, "loss": 3.9901, "theoretical_loss": 5.8221791408178625, "tokens_seen": 27721728 }, { "epoch": 0.01, "learning_rate": 0.0008412698412698413, "loss": 4.0441, "theoretical_loss": 5.81994198477569, "tokens_seen": 27787264 }, { "epoch": 0.01, "learning_rate": 0.0008432539682539683, "loss": 4.0542, "theoretical_loss": 5.817711572238393, "tokens_seen": 27852800 }, { "epoch": 0.01, "learning_rate": 0.0008452380952380953, "loss": 4.0306, "theoretical_loss": 5.815487867083405, "tokens_seen": 27918336 }, { "epoch": 0.01, "learning_rate": 0.0008472222222222222, "loss": 3.9466, "theoretical_loss": 5.813270833465875, "tokens_seen": 27983872 }, { "epoch": 0.01, "learning_rate": 0.0008492063492063492, "loss": 3.9006, "theoretical_loss": 5.811060435815881, "tokens_seen": 28049408 }, { "epoch": 0.01, "learning_rate": 0.0008511904761904762, "loss": 4.0148, "theoretical_loss": 5.808856638835682, "tokens_seen": 28114944 }, { "epoch": 0.01, "learning_rate": 0.0008531746031746032, "loss": 3.9268, "theoretical_loss": 5.806659407497016, "tokens_seen": 28180480 }, { "epoch": 0.01, "learning_rate": 0.0008551587301587301, "loss": 4.1383, "theoretical_loss": 5.804468707038416, "tokens_seen": 28246016 }, { "epoch": 0.01, "learning_rate": 0.0008571428571428571, "loss": 4.0713, "theoretical_loss": 5.802284502962563, "tokens_seen": 28311552 }, { "epoch": 0.01, "learning_rate": 0.0008591269841269841, "loss": 4.0327, "theoretical_loss": 5.8001067610336765, "tokens_seen": 28377088 }, { "epoch": 0.01, "learning_rate": 0.0008611111111111112, "loss": 4.1369, "theoretical_loss": 5.797935447274931, "tokens_seen": 28442624 }, { "epoch": 0.01, "learning_rate": 0.0008630952380952381, "loss": 3.9127, "theoretical_loss": 5.795770527965905, "tokens_seen": 28508160 }, { "epoch": 0.01, "learning_rate": 0.0008650793650793651, "loss": 3.959, "theoretical_loss": 5.793611969640068, "tokens_seen": 28573696 }, { "epoch": 0.01, "learning_rate": 0.0008670634920634921, "loss": 3.7726, "theoretical_loss": 5.791459739082283, "tokens_seen": 28639232 }, { "epoch": 0.01, "learning_rate": 0.0008690476190476191, "loss": 4.043, "theoretical_loss": 5.789313803326356, "tokens_seen": 28704768 }, { "epoch": 0.01, "learning_rate": 0.000871031746031746, "loss": 3.9936, "theoretical_loss": 5.787174129652598, "tokens_seen": 28770304 }, { "epoch": 0.01, "learning_rate": 0.000873015873015873, "loss": 4.0503, "theoretical_loss": 5.785040685585437, "tokens_seen": 28835840 }, { "epoch": 0.01, "learning_rate": 0.000875, "loss": 3.9107, "theoretical_loss": 5.782913438891035, "tokens_seen": 28901376 }, { "epoch": 0.01, "learning_rate": 0.000876984126984127, "loss": 3.9906, "theoretical_loss": 5.780792357574953, "tokens_seen": 28966912 }, { "epoch": 0.01, "learning_rate": 0.000878968253968254, "loss": 4.0754, "theoretical_loss": 5.778677409879835, "tokens_seen": 29032448 }, { "epoch": 0.01, "learning_rate": 0.0008809523809523809, "loss": 3.9564, "theoretical_loss": 5.7765685642831155, "tokens_seen": 29097984 }, { "epoch": 0.01, "learning_rate": 0.0008829365079365079, "loss": 4.0196, "theoretical_loss": 5.7744657894947675, "tokens_seen": 29163520 }, { "epoch": 0.01, "learning_rate": 0.0008849206349206349, "loss": 4.0888, "theoretical_loss": 5.772369054455065, "tokens_seen": 29229056 }, { "epoch": 0.01, "learning_rate": 0.0008869047619047619, "loss": 3.9354, "theoretical_loss": 5.770278328332372, "tokens_seen": 29294592 }, { "epoch": 0.01, "learning_rate": 0.0008888888888888888, "loss": 4.0387, "theoretical_loss": 5.768193580520972, "tokens_seen": 29360128 }, { "epoch": 0.01, "learning_rate": 0.0008908730158730159, "loss": 3.8796, "theoretical_loss": 5.766114780638902, "tokens_seen": 29425664 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.49078458547592163, "objective/train/docs_used": 18174, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 3.943504571914673, "objective/train/original_loss": 3.9435043334960938, "objective/train/theoretical_loss": 5.7640418985258295, "objective/train/tokens_used": 49951200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2413143813610077, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503051280975342, "objective/train/weighted_lm_loss": 4.141692161560059, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.7640418985258295, "tokens_seen": 29491200 }, { "epoch": 0.01, "learning_rate": 0.0008928571428571429, "loss": 4.0427, "theoretical_loss": 5.7640418985258295, "tokens_seen": 29491200 }, { "epoch": 0.01, "learning_rate": 0.0008948412698412699, "loss": 3.9764, "theoretical_loss": 5.761974904240946, "tokens_seen": 29556736 }, { "epoch": 0.01, "learning_rate": 0.0008968253968253968, "loss": 3.8796, "theoretical_loss": 5.759913768060882, "tokens_seen": 29622272 }, { "epoch": 0.01, "learning_rate": 0.0008988095238095238, "loss": 3.9728, "theoretical_loss": 5.757858460477662, "tokens_seen": 29687808 }, { "epoch": 0.01, "learning_rate": 0.0009007936507936508, "loss": 4.0234, "theoretical_loss": 5.755808952196658, "tokens_seen": 29753344 }, { "epoch": 0.01, "learning_rate": 0.0009027777777777778, "loss": 3.8761, "theoretical_loss": 5.753765214134593, "tokens_seen": 29818880 }, { "epoch": 0.01, "learning_rate": 0.0009047619047619047, "loss": 4.0411, "theoretical_loss": 5.7517272174175496, "tokens_seen": 29884416 }, { "epoch": 0.01, "learning_rate": 0.0009067460317460317, "loss": 4.0655, "theoretical_loss": 5.7496949333790095, "tokens_seen": 29949952 }, { "epoch": 0.01, "learning_rate": 0.0009087301587301587, "loss": 3.8995, "theoretical_loss": 5.747668333557913, "tokens_seen": 30015488 }, { "epoch": 0.01, "learning_rate": 0.0009107142857142857, "loss": 3.9744, "theoretical_loss": 5.745647389696742, "tokens_seen": 30081024 }, { "epoch": 0.01, "learning_rate": 0.0009126984126984126, "loss": 4.072, "theoretical_loss": 5.743632073739626, "tokens_seen": 30146560 }, { "epoch": 0.01, "learning_rate": 0.0009146825396825396, "loss": 3.9495, "theoretical_loss": 5.741622357830466, "tokens_seen": 30212096 }, { "epoch": 0.01, "learning_rate": 0.0009166666666666666, "loss": 3.9492, "theoretical_loss": 5.7396182143110845, "tokens_seen": 30277632 }, { "epoch": 0.01, "learning_rate": 0.0009186507936507937, "loss": 4.0284, "theoretical_loss": 5.737619615719392, "tokens_seen": 30343168 }, { "epoch": 0.01, "learning_rate": 0.0009206349206349207, "loss": 3.892, "theoretical_loss": 5.735626534787584, "tokens_seen": 30408704 }, { "epoch": 0.01, "learning_rate": 0.0009226190476190477, "loss": 3.8598, "theoretical_loss": 5.7336389444403375, "tokens_seen": 30474240 }, { "epoch": 0.01, "learning_rate": 0.0009246031746031747, "loss": 3.8676, "theoretical_loss": 5.731656817793057, "tokens_seen": 30539776 }, { "epoch": 0.01, "learning_rate": 0.0009265873015873017, "loss": 3.8372, "theoretical_loss": 5.729680128150115, "tokens_seen": 30605312 }, { "epoch": 0.01, "learning_rate": 0.0009285714285714287, "loss": 3.7756, "theoretical_loss": 5.727708849003127, "tokens_seen": 30670848 }, { "epoch": 0.01, "learning_rate": 0.0009305555555555556, "loss": 3.9913, "theoretical_loss": 5.72574295402924, "tokens_seen": 30736384 }, { "epoch": 0.01, "learning_rate": 0.0009325396825396826, "loss": 3.9164, "theoretical_loss": 5.723782417089441, "tokens_seen": 30801920 }, { "epoch": 0.01, "learning_rate": 0.0009345238095238096, "loss": 3.8756, "theoretical_loss": 5.721827212226889, "tokens_seen": 30867456 }, { "epoch": 0.01, "learning_rate": 0.0009365079365079366, "loss": 3.7424, "theoretical_loss": 5.719877313665254, "tokens_seen": 30932992 }, { "epoch": 0.01, "learning_rate": 0.0009384920634920635, "loss": 3.8924, "theoretical_loss": 5.717932695807093, "tokens_seen": 30998528 }, { "epoch": 0.01, "learning_rate": 0.0009404761904761905, "loss": 3.9166, "theoretical_loss": 5.715993333232223, "tokens_seen": 31064064 }, { "epoch": 0.01, "learning_rate": 0.0009424603174603175, "loss": 3.8553, "theoretical_loss": 5.7140592006961315, "tokens_seen": 31129600 }, { "epoch": 0.01, "learning_rate": 0.0009444444444444445, "loss": 3.832, "theoretical_loss": 5.712130273128388, "tokens_seen": 31195136 }, { "epoch": 0.01, "learning_rate": 0.0009464285714285714, "loss": 3.7882, "theoretical_loss": 5.710206525631086, "tokens_seen": 31260672 }, { "epoch": 0.01, "learning_rate": 0.0009484126984126984, "loss": 4.0133, "theoretical_loss": 5.708287933477296, "tokens_seen": 31326208 }, { "epoch": 0.01, "learning_rate": 0.0009503968253968254, "loss": 4.0449, "theoretical_loss": 5.706374472109536, "tokens_seen": 31391744 }, { "epoch": 0.01, "learning_rate": 0.0009523809523809524, "loss": 3.8148, "theoretical_loss": 5.704466117138258, "tokens_seen": 31457280 }, { "epoch": 0.01, "learning_rate": 0.0009543650793650794, "loss": 3.91, "theoretical_loss": 5.702562844340358, "tokens_seen": 31522816 }, { "epoch": 0.01, "learning_rate": 0.0009563492063492064, "loss": 3.7582, "theoretical_loss": 5.700664629657688, "tokens_seen": 31588352 }, { "epoch": 0.01, "learning_rate": 0.0009583333333333334, "loss": 4.045, "theoretical_loss": 5.698771449195602, "tokens_seen": 31653888 }, { "epoch": 0.01, "learning_rate": 0.0009603174603174604, "loss": 3.8957, "theoretical_loss": 5.696883279221504, "tokens_seen": 31719424 }, { "epoch": 0.01, "learning_rate": 0.0009623015873015874, "loss": 3.8502, "theoretical_loss": 5.695000096163421, "tokens_seen": 31784960 }, { "epoch": 0.01, "learning_rate": 0.0009642857142857143, "loss": 3.7878, "theoretical_loss": 5.693121876608577, "tokens_seen": 31850496 }, { "epoch": 0.01, "learning_rate": 0.0009662698412698413, "loss": 3.9058, "theoretical_loss": 5.691248597302009, "tokens_seen": 31916032 }, { "epoch": 0.01, "learning_rate": 0.0009682539682539683, "loss": 3.8435, "theoretical_loss": 5.689380235145171, "tokens_seen": 31981568 }, { "epoch": 0.01, "learning_rate": 0.0009702380952380953, "loss": 3.8857, "theoretical_loss": 5.687516767194563, "tokens_seen": 32047104 }, { "epoch": 0.01, "learning_rate": 0.0009722222222222222, "loss": 3.8421, "theoretical_loss": 5.685658170660382, "tokens_seen": 32112640 }, { "epoch": 0.01, "learning_rate": 0.0009742063492063492, "loss": 3.9891, "theoretical_loss": 5.683804422905179, "tokens_seen": 32178176 }, { "epoch": 0.01, "learning_rate": 0.0009761904761904762, "loss": 3.7935, "theoretical_loss": 5.6819555014425305, "tokens_seen": 32243712 }, { "epoch": 0.01, "learning_rate": 0.0009781746031746032, "loss": 3.7785, "theoretical_loss": 5.680111383935727, "tokens_seen": 32309248 }, { "epoch": 0.01, "learning_rate": 0.0009801587301587302, "loss": 3.9492, "theoretical_loss": 5.678272048196479, "tokens_seen": 32374784 }, { "epoch": 0.01, "learning_rate": 0.0009821428571428572, "loss": 3.8507, "theoretical_loss": 5.6764374721836255, "tokens_seen": 32440320 }, { "epoch": 0.01, "learning_rate": 0.000984126984126984, "loss": 3.7337, "theoretical_loss": 5.674607634001871, "tokens_seen": 32505856 }, { "epoch": 0.01, "learning_rate": 0.0009861111111111112, "loss": 3.9994, "theoretical_loss": 5.672782511900524, "tokens_seen": 32571392 }, { "epoch": 0.01, "learning_rate": 0.0009880952380952382, "loss": 3.9901, "theoretical_loss": 5.670962084272254, "tokens_seen": 32636928 }, { "epoch": 0.01, "learning_rate": 0.0009900793650793652, "loss": 3.9945, "theoretical_loss": 5.669146329651861, "tokens_seen": 32702464 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.49417802691459656, "objective/train/docs_used": 19239, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 3.745575189590454, "objective/train/original_loss": 3.745574951171875, "objective/train/theoretical_loss": 5.667335226715059, "objective/train/tokens_used": 53228000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2445439100265503, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506609678268433, "objective/train/weighted_lm_loss": 3.935272216796875, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.667335226715059, "tokens_seen": 32768000 }, { "epoch": 0.01, "learning_rate": 0.000992063492063492, "loss": 3.9393, "theoretical_loss": 5.667335226715059, "tokens_seen": 32768000 }, { "epoch": 0.01, "learning_rate": 0.000994047619047619, "loss": 3.8418, "theoretical_loss": 5.66552875427727, "tokens_seen": 32833536 }, { "epoch": 0.01, "learning_rate": 0.000996031746031746, "loss": 3.8581, "theoretical_loss": 5.663726891292432, "tokens_seen": 32899072 }, { "epoch": 0.01, "learning_rate": 0.000998015873015873, "loss": 3.6826, "theoretical_loss": 5.6619296168518245, "tokens_seen": 32964608 }, { "epoch": 0.01, "learning_rate": 0.001, "loss": 3.9296, "theoretical_loss": 5.6601369101828904, "tokens_seen": 33030144 }, { "epoch": 0.01, "learning_rate": 0.0009999799398194584, "loss": 3.8296, "theoretical_loss": 5.658348750648093, "tokens_seen": 33095680 }, { "epoch": 0.01, "learning_rate": 0.0009999598796389167, "loss": 3.7304, "theoretical_loss": 5.656565117743766, "tokens_seen": 33161216 }, { "epoch": 0.01, "learning_rate": 0.000999939819458375, "loss": 3.7348, "theoretical_loss": 5.654785991098984, "tokens_seen": 33226752 }, { "epoch": 0.01, "learning_rate": 0.0009999197592778335, "loss": 3.807, "theoretical_loss": 5.6530113504744435, "tokens_seen": 33292288 }, { "epoch": 0.01, "learning_rate": 0.000999899699097292, "loss": 3.7786, "theoretical_loss": 5.651241175761357, "tokens_seen": 33357824 }, { "epoch": 0.01, "learning_rate": 0.0009998796389167502, "loss": 3.79, "theoretical_loss": 5.649475446980356, "tokens_seen": 33423360 }, { "epoch": 0.01, "learning_rate": 0.0009998595787362088, "loss": 3.9043, "theoretical_loss": 5.647714144280403, "tokens_seen": 33488896 }, { "epoch": 0.01, "learning_rate": 0.000999839518555667, "loss": 3.8137, "theoretical_loss": 5.645957247937725, "tokens_seen": 33554432 }, { "epoch": 0.01, "learning_rate": 0.0009998194583751255, "loss": 3.7915, "theoretical_loss": 5.644204738354742, "tokens_seen": 33619968 }, { "epoch": 0.01, "learning_rate": 0.0009997993981945839, "loss": 3.837, "theoretical_loss": 5.642456596059025, "tokens_seen": 33685504 }, { "epoch": 0.01, "learning_rate": 0.0009997793380140422, "loss": 3.7575, "theoretical_loss": 5.6407128017022465, "tokens_seen": 33751040 }, { "epoch": 0.01, "learning_rate": 0.0009997592778335006, "loss": 3.8424, "theoretical_loss": 5.638973336059157, "tokens_seen": 33816576 }, { "epoch": 0.01, "learning_rate": 0.000999739217652959, "loss": 3.6526, "theoretical_loss": 5.637238180026563, "tokens_seen": 33882112 }, { "epoch": 0.01, "learning_rate": 0.0009997191574724173, "loss": 3.6857, "theoretical_loss": 5.6355073146223145, "tokens_seen": 33947648 }, { "epoch": 0.01, "learning_rate": 0.0009996990972918757, "loss": 3.6679, "theoretical_loss": 5.633780720984311, "tokens_seen": 34013184 }, { "epoch": 0.01, "learning_rate": 0.000999679037111334, "loss": 3.7352, "theoretical_loss": 5.632058380369512, "tokens_seen": 34078720 }, { "epoch": 0.01, "learning_rate": 0.0009996589769307924, "loss": 3.6703, "theoretical_loss": 5.630340274152954, "tokens_seen": 34144256 }, { "epoch": 0.01, "learning_rate": 0.0009996389167502508, "loss": 3.8389, "theoretical_loss": 5.62862638382679, "tokens_seen": 34209792 }, { "epoch": 0.01, "learning_rate": 0.0009996188565697091, "loss": 3.7032, "theoretical_loss": 5.626916690999319, "tokens_seen": 34275328 }, { "epoch": 0.01, "learning_rate": 0.0009995987963891675, "loss": 3.6495, "theoretical_loss": 5.625211177394046, "tokens_seen": 34340864 }, { "epoch": 0.01, "learning_rate": 0.0009995787362086258, "loss": 3.6542, "theoretical_loss": 5.6235098248487425, "tokens_seen": 34406400 }, { "epoch": 0.01, "learning_rate": 0.0009995586760280842, "loss": 3.5303, "theoretical_loss": 5.621812615314505, "tokens_seen": 34471936 }, { "epoch": 0.01, "learning_rate": 0.0009995386158475428, "loss": 3.752, "theoretical_loss": 5.620119530854848, "tokens_seen": 34537472 }, { "epoch": 0.01, "learning_rate": 0.000999518555667001, "loss": 3.7169, "theoretical_loss": 5.618430553644782, "tokens_seen": 34603008 }, { "epoch": 0.01, "learning_rate": 0.0009994984954864595, "loss": 3.6834, "theoretical_loss": 5.616745665969917, "tokens_seen": 34668544 }, { "epoch": 0.01, "learning_rate": 0.0009994784353059177, "loss": 3.6833, "theoretical_loss": 5.615064850225565, "tokens_seen": 34734080 }, { "epoch": 0.01, "learning_rate": 0.0009994583751253762, "loss": 3.7607, "theoretical_loss": 5.613388088915855, "tokens_seen": 34799616 }, { "epoch": 0.01, "learning_rate": 0.0009994383149448346, "loss": 3.707, "theoretical_loss": 5.611715364652864, "tokens_seen": 34865152 }, { "epoch": 0.01, "learning_rate": 0.000999418254764293, "loss": 3.6116, "theoretical_loss": 5.610046660155737, "tokens_seen": 34930688 }, { "epoch": 0.01, "learning_rate": 0.0009993981945837513, "loss": 3.6668, "theoretical_loss": 5.608381958249839, "tokens_seen": 34996224 }, { "epoch": 0.01, "learning_rate": 0.0009993781344032097, "loss": 3.6732, "theoretical_loss": 5.6067212418659, "tokens_seen": 35061760 }, { "epoch": 0.01, "learning_rate": 0.000999358074222668, "loss": 3.6028, "theoretical_loss": 5.605064494039176, "tokens_seen": 35127296 }, { "epoch": 0.01, "learning_rate": 0.0009993380140421264, "loss": 3.6866, "theoretical_loss": 5.603411697908612, "tokens_seen": 35192832 }, { "epoch": 0.01, "learning_rate": 0.0009993179538615848, "loss": 3.6574, "theoretical_loss": 5.601762836716016, "tokens_seen": 35258368 }, { "epoch": 0.01, "learning_rate": 0.0009992978936810431, "loss": 3.4094, "theoretical_loss": 5.600117893805246, "tokens_seen": 35323904 }, { "epoch": 0.01, "learning_rate": 0.0009992778335005015, "loss": 3.5417, "theoretical_loss": 5.598476852621397, "tokens_seen": 35389440 }, { "epoch": 0.01, "learning_rate": 0.0009992577733199599, "loss": 3.5647, "theoretical_loss": 5.596839696710004, "tokens_seen": 35454976 }, { "epoch": 0.01, "learning_rate": 0.0009992377131394182, "loss": 3.7131, "theoretical_loss": 5.59520640971624, "tokens_seen": 35520512 }, { "epoch": 0.01, "learning_rate": 0.0009992176529588766, "loss": 3.5971, "theoretical_loss": 5.5935769753841384, "tokens_seen": 35586048 }, { "epoch": 0.01, "learning_rate": 0.000999197592778335, "loss": 3.9092, "theoretical_loss": 5.591951377555809, "tokens_seen": 35651584 }, { "epoch": 0.01, "learning_rate": 0.0009991775325977935, "loss": 3.7656, "theoretical_loss": 5.590329600170675, "tokens_seen": 35717120 }, { "epoch": 0.01, "learning_rate": 0.0009991574724172517, "loss": 3.8054, "theoretical_loss": 5.588711627264699, "tokens_seen": 35782656 }, { "epoch": 0.01, "learning_rate": 0.0009991374122367102, "loss": 3.6167, "theoretical_loss": 5.587097442969634, "tokens_seen": 35848192 }, { "epoch": 0.01, "learning_rate": 0.0009991173520561684, "loss": 3.7877, "theoretical_loss": 5.585487031512276, "tokens_seen": 35913728 }, { "epoch": 0.01, "learning_rate": 0.000999097291875627, "loss": 3.7781, "theoretical_loss": 5.583880377213717, "tokens_seen": 35979264 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.4903879463672638, "objective/train/docs_used": 20470, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 3.424363613128662, "objective/train/original_loss": 3.424363613128662, "objective/train/theoretical_loss": 5.582277464488612, "objective/train/tokens_used": 56504800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2408606857061386, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502631664276123, "objective/train/weighted_lm_loss": 3.596794605255127, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 5.582277464488612, "tokens_seen": 36044800 }, { "epoch": 0.01, "learning_rate": 0.0009990772316950853, "loss": 3.5566, "theoretical_loss": 5.582277464488612, "tokens_seen": 36044800 }, { "epoch": 0.01, "learning_rate": 0.0009990571715145437, "loss": 3.8534, "theoretical_loss": 5.58067827784446, "tokens_seen": 36110336 }, { "epoch": 0.01, "learning_rate": 0.000999037111334002, "loss": 3.6709, "theoretical_loss": 5.579082801880871, "tokens_seen": 36175872 }, { "epoch": 0.01, "learning_rate": 0.0009990170511534604, "loss": 3.7757, "theoretical_loss": 5.577491021288861, "tokens_seen": 36241408 }, { "epoch": 0.01, "learning_rate": 0.0009989969909729188, "loss": 3.5704, "theoretical_loss": 5.57590292085014, "tokens_seen": 36306944 }, { "epoch": 0.01, "learning_rate": 0.0009989769307923771, "loss": 3.7544, "theoretical_loss": 5.574318485436422, "tokens_seen": 36372480 }, { "epoch": 0.01, "learning_rate": 0.0009989568706118355, "loss": 3.512, "theoretical_loss": 5.572737700008718, "tokens_seen": 36438016 }, { "epoch": 0.01, "learning_rate": 0.0009989368104312939, "loss": 3.5182, "theoretical_loss": 5.5711605496166605, "tokens_seen": 36503552 }, { "epoch": 0.01, "learning_rate": 0.0009989167502507522, "loss": 3.785, "theoretical_loss": 5.569587019397816, "tokens_seen": 36569088 }, { "epoch": 0.01, "learning_rate": 0.0009988966900702106, "loss": 3.6573, "theoretical_loss": 5.5680170945770175, "tokens_seen": 36634624 }, { "epoch": 0.01, "learning_rate": 0.000998876629889669, "loss": 3.6389, "theoretical_loss": 5.56645076046569, "tokens_seen": 36700160 }, { "epoch": 0.01, "learning_rate": 0.0009988565697091273, "loss": 3.4898, "theoretical_loss": 5.5648880024612, "tokens_seen": 36765696 }, { "epoch": 0.01, "learning_rate": 0.0009988365095285857, "loss": 3.6444, "theoretical_loss": 5.5633288060461865, "tokens_seen": 36831232 }, { "epoch": 0.01, "learning_rate": 0.0009988164493480443, "loss": 3.6373, "theoretical_loss": 5.561773156787925, "tokens_seen": 36896768 }, { "epoch": 0.01, "learning_rate": 0.0009987963891675024, "loss": 3.667, "theoretical_loss": 5.5602210403376775, "tokens_seen": 36962304 }, { "epoch": 0.01, "learning_rate": 0.000998776328986961, "loss": 3.5937, "theoretical_loss": 5.558672442430058, "tokens_seen": 37027840 }, { "epoch": 0.01, "learning_rate": 0.0009987562688064191, "loss": 3.7541, "theoretical_loss": 5.557127348882403, "tokens_seen": 37093376 }, { "epoch": 0.01, "learning_rate": 0.0009987362086258777, "loss": 3.6276, "theoretical_loss": 5.555585745594145, "tokens_seen": 37158912 }, { "epoch": 0.01, "learning_rate": 0.000998716148445336, "loss": 3.6938, "theoretical_loss": 5.554047618546193, "tokens_seen": 37224448 }, { "epoch": 0.01, "learning_rate": 0.0009986960882647944, "loss": 3.6552, "theoretical_loss": 5.552512953800322, "tokens_seen": 37289984 }, { "epoch": 0.01, "learning_rate": 0.0009986760280842528, "loss": 3.5607, "theoretical_loss": 5.550981737498564, "tokens_seen": 37355520 }, { "epoch": 0.01, "learning_rate": 0.0009986559679037112, "loss": 3.7794, "theoretical_loss": 5.549453955862602, "tokens_seen": 37421056 }, { "epoch": 0.01, "learning_rate": 0.0009986359077231695, "loss": 3.7612, "theoretical_loss": 5.547929595193182, "tokens_seen": 37486592 }, { "epoch": 0.01, "learning_rate": 0.0009986158475426279, "loss": 3.5894, "theoretical_loss": 5.5464086418695135, "tokens_seen": 37552128 }, { "epoch": 0.01, "learning_rate": 0.0009985957873620862, "loss": 3.5894, "theoretical_loss": 5.544891082348692, "tokens_seen": 37617664 }, { "epoch": 0.01, "learning_rate": 0.0009985757271815446, "loss": 3.6129, "theoretical_loss": 5.543376903165111, "tokens_seen": 37683200 }, { "epoch": 0.01, "learning_rate": 0.000998555667001003, "loss": 3.5844, "theoretical_loss": 5.5418660909298945, "tokens_seen": 37748736 }, { "epoch": 0.01, "learning_rate": 0.0009985356068204613, "loss": 3.6763, "theoretical_loss": 5.540358632330321, "tokens_seen": 37814272 }, { "epoch": 0.01, "learning_rate": 0.0009985155466399197, "loss": 3.4916, "theoretical_loss": 5.538854514129265, "tokens_seen": 37879808 }, { "epoch": 0.01, "learning_rate": 0.000998495486459378, "loss": 3.4597, "theoretical_loss": 5.5373537231646335, "tokens_seen": 37945344 }, { "epoch": 0.01, "learning_rate": 0.0009984754262788366, "loss": 3.5356, "theoretical_loss": 5.535856246348814, "tokens_seen": 38010880 }, { "epoch": 0.01, "learning_rate": 0.000998455366098295, "loss": 3.6021, "theoretical_loss": 5.534362070668127, "tokens_seen": 38076416 }, { "epoch": 0.01, "learning_rate": 0.0009984353059177534, "loss": 3.5672, "theoretical_loss": 5.532871183182278, "tokens_seen": 38141952 }, { "epoch": 0.01, "learning_rate": 0.0009984152457372117, "loss": 3.5533, "theoretical_loss": 5.53138357102382, "tokens_seen": 38207488 }, { "epoch": 0.01, "learning_rate": 0.00099839518555667, "loss": 3.6106, "theoretical_loss": 5.529899221397624, "tokens_seen": 38273024 }, { "epoch": 0.01, "learning_rate": 0.0009983751253761284, "loss": 3.4664, "theoretical_loss": 5.528418121580339, "tokens_seen": 38338560 }, { "epoch": 0.01, "learning_rate": 0.0009983550651955868, "loss": 3.3992, "theoretical_loss": 5.526940258919881, "tokens_seen": 38404096 }, { "epoch": 0.01, "learning_rate": 0.0009983350050150452, "loss": 3.6064, "theoretical_loss": 5.5254656208349004, "tokens_seen": 38469632 }, { "epoch": 0.01, "learning_rate": 0.0009983149448345035, "loss": 3.5422, "theoretical_loss": 5.523994194814273, "tokens_seen": 38535168 }, { "epoch": 0.01, "learning_rate": 0.000998294884653962, "loss": 3.3976, "theoretical_loss": 5.522525968416592, "tokens_seen": 38600704 }, { "epoch": 0.01, "learning_rate": 0.0009982748244734203, "loss": 3.6676, "theoretical_loss": 5.521060929269655, "tokens_seen": 38666240 }, { "epoch": 0.01, "learning_rate": 0.0009982547642928786, "loss": 3.5906, "theoretical_loss": 5.519599065069971, "tokens_seen": 38731776 }, { "epoch": 0.01, "learning_rate": 0.000998234704112337, "loss": 3.5077, "theoretical_loss": 5.518140363582252, "tokens_seen": 38797312 }, { "epoch": 0.01, "learning_rate": 0.0009982146439317953, "loss": 3.4583, "theoretical_loss": 5.516684812638932, "tokens_seen": 38862848 }, { "epoch": 0.01, "learning_rate": 0.000998194583751254, "loss": 3.6336, "theoretical_loss": 5.515232400139671, "tokens_seen": 38928384 }, { "epoch": 0.01, "learning_rate": 0.000998174523570712, "loss": 3.667, "theoretical_loss": 5.5137831140508755, "tokens_seen": 38993920 }, { "epoch": 0.01, "learning_rate": 0.0009981544633901706, "loss": 3.4816, "theoretical_loss": 5.512336942405216, "tokens_seen": 39059456 }, { "epoch": 0.01, "learning_rate": 0.0009981344032096288, "loss": 3.5222, "theoretical_loss": 5.510893873301154, "tokens_seen": 39124992 }, { "epoch": 0.01, "learning_rate": 0.0009981143430290874, "loss": 3.5284, "theoretical_loss": 5.509453894902469, "tokens_seen": 39190528 }, { "epoch": 0.01, "learning_rate": 0.0009980942828485457, "loss": 3.483, "theoretical_loss": 5.508016995437791, "tokens_seen": 39256064 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.4876997768878937, "objective/train/docs_used": 21760, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 3.0592448711395264, "objective/train/original_loss": 3.0592451095581055, "objective/train/theoretical_loss": 5.506583163200142, "objective/train/tokens_used": 59781600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23880939185619354, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0499838590621948, "objective/train/weighted_lm_loss": 3.212702512741089, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.506583163200142, "tokens_seen": 39321600 }, { "epoch": 0.01, "learning_rate": 0.000998074222668004, "loss": 3.3564, "theoretical_loss": 5.506583163200142, "tokens_seen": 39321600 }, { "epoch": 0.01, "learning_rate": 0.0009980541624874625, "loss": 3.5219, "theoretical_loss": 5.505152386546474, "tokens_seen": 39387136 }, { "epoch": 0.01, "learning_rate": 0.0009980341023069208, "loss": 3.6034, "theoretical_loss": 5.503724653897207, "tokens_seen": 39452672 }, { "epoch": 0.01, "learning_rate": 0.0009980140421263792, "loss": 3.5868, "theoretical_loss": 5.502299953735795, "tokens_seen": 39518208 }, { "epoch": 0.01, "learning_rate": 0.0009979939819458375, "loss": 3.43, "theoretical_loss": 5.5008782746082625, "tokens_seen": 39583744 }, { "epoch": 0.01, "learning_rate": 0.000997973921765296, "loss": 3.6451, "theoretical_loss": 5.499459605122775, "tokens_seen": 39649280 }, { "epoch": 0.01, "learning_rate": 0.0009979538615847543, "loss": 3.3693, "theoretical_loss": 5.498043933949187, "tokens_seen": 39714816 }, { "epoch": 0.01, "learning_rate": 0.0009979338014042126, "loss": 3.5735, "theoretical_loss": 5.496631249818616, "tokens_seen": 39780352 }, { "epoch": 0.01, "learning_rate": 0.000997913741223671, "loss": 3.4721, "theoretical_loss": 5.495221541523011, "tokens_seen": 39845888 }, { "epoch": 0.01, "learning_rate": 0.0009978936810431294, "loss": 3.4922, "theoretical_loss": 5.493814797914718, "tokens_seen": 39911424 }, { "epoch": 0.01, "learning_rate": 0.0009978736208625877, "loss": 3.6077, "theoretical_loss": 5.49241100790606, "tokens_seen": 39976960 }, { "epoch": 0.01, "learning_rate": 0.000997853560682046, "loss": 3.5721, "theoretical_loss": 5.491010160468919, "tokens_seen": 40042496 }, { "epoch": 0.01, "learning_rate": 0.0009978335005015047, "loss": 3.399, "theoretical_loss": 5.489612244634316, "tokens_seen": 40108032 }, { "epoch": 0.01, "learning_rate": 0.0009978134403209628, "loss": 3.4734, "theoretical_loss": 5.4882172494919965, "tokens_seen": 40173568 }, { "epoch": 0.01, "learning_rate": 0.0009977933801404214, "loss": 3.542, "theoretical_loss": 5.486825164190026, "tokens_seen": 40239104 }, { "epoch": 0.01, "learning_rate": 0.0009977733199598795, "loss": 3.4436, "theoretical_loss": 5.4854359779343795, "tokens_seen": 40304640 }, { "epoch": 0.01, "learning_rate": 0.0009977532597793381, "loss": 3.5102, "theoretical_loss": 5.48404967998854, "tokens_seen": 40370176 }, { "epoch": 0.01, "learning_rate": 0.0009977331995987965, "loss": 3.4231, "theoretical_loss": 5.482666259673101, "tokens_seen": 40435712 }, { "epoch": 0.01, "learning_rate": 0.0009977131394182548, "loss": 3.6534, "theoretical_loss": 5.481285706365366, "tokens_seen": 40501248 }, { "epoch": 0.01, "learning_rate": 0.0009976930792377132, "loss": 3.5207, "theoretical_loss": 5.479908009498965, "tokens_seen": 40566784 }, { "epoch": 0.01, "learning_rate": 0.0009976730190571716, "loss": 3.4939, "theoretical_loss": 5.478533158563456, "tokens_seen": 40632320 }, { "epoch": 0.01, "learning_rate": 0.00099765295887663, "loss": 3.7361, "theoretical_loss": 5.477161143103945, "tokens_seen": 40697856 }, { "epoch": 0.01, "learning_rate": 0.0009976328986960883, "loss": 3.4448, "theoretical_loss": 5.4757919527207, "tokens_seen": 40763392 }, { "epoch": 0.01, "learning_rate": 0.0009976128385155466, "loss": 3.5947, "theoretical_loss": 5.474425577068777, "tokens_seen": 40828928 }, { "epoch": 0.01, "learning_rate": 0.000997592778335005, "loss": 3.4699, "theoretical_loss": 5.473062005857637, "tokens_seen": 40894464 }, { "epoch": 0.01, "learning_rate": 0.0009975727181544634, "loss": 3.6217, "theoretical_loss": 5.471701228850778, "tokens_seen": 40960000 }, { "epoch": 0.01, "learning_rate": 0.0009975526579739217, "loss": 3.6091, "theoretical_loss": 5.470343235865368, "tokens_seen": 41025536 }, { "epoch": 0.01, "learning_rate": 0.00099753259779338, "loss": 3.4589, "theoretical_loss": 5.468988016771869, "tokens_seen": 41091072 }, { "epoch": 0.01, "learning_rate": 0.0009975125376128385, "loss": 3.4358, "theoretical_loss": 5.467635561493681, "tokens_seen": 41156608 }, { "epoch": 0.01, "learning_rate": 0.0009974924774322968, "loss": 3.4588, "theoretical_loss": 5.466285860006783, "tokens_seen": 41222144 }, { "epoch": 0.01, "learning_rate": 0.0009974724172517554, "loss": 3.6569, "theoretical_loss": 5.46493890233937, "tokens_seen": 41287680 }, { "epoch": 0.01, "learning_rate": 0.0009974523570712135, "loss": 3.453, "theoretical_loss": 5.4635946785715, "tokens_seen": 41353216 }, { "epoch": 0.01, "learning_rate": 0.0009974322968906721, "loss": 3.3928, "theoretical_loss": 5.462253178834744, "tokens_seen": 41418752 }, { "epoch": 0.01, "learning_rate": 0.0009974122367101303, "loss": 3.3296, "theoretical_loss": 5.460914393311839, "tokens_seen": 41484288 }, { "epoch": 0.01, "learning_rate": 0.0009973921765295888, "loss": 3.4467, "theoretical_loss": 5.4595783122363395, "tokens_seen": 41549824 }, { "epoch": 0.01, "learning_rate": 0.0009973721163490472, "loss": 3.4153, "theoretical_loss": 5.458244925892275, "tokens_seen": 41615360 }, { "epoch": 0.01, "learning_rate": 0.0009973520561685056, "loss": 3.4421, "theoretical_loss": 5.456914224613812, "tokens_seen": 41680896 }, { "epoch": 0.01, "learning_rate": 0.000997331995987964, "loss": 3.4096, "theoretical_loss": 5.455586198784916, "tokens_seen": 41746432 }, { "epoch": 0.01, "learning_rate": 0.0009973119358074223, "loss": 3.4896, "theoretical_loss": 5.454260838839016, "tokens_seen": 41811968 }, { "epoch": 0.01, "learning_rate": 0.0009972918756268807, "loss": 3.5514, "theoretical_loss": 5.452938135258673, "tokens_seen": 41877504 }, { "epoch": 0.01, "learning_rate": 0.000997271815446339, "loss": 3.3437, "theoretical_loss": 5.451618078575256, "tokens_seen": 41943040 }, { "epoch": 0.01, "learning_rate": 0.0009972517552657974, "loss": 3.2631, "theoretical_loss": 5.450300659368612, "tokens_seen": 42008576 }, { "epoch": 0.01, "learning_rate": 0.0009972316950852557, "loss": 3.3576, "theoretical_loss": 5.448985868266736, "tokens_seen": 42074112 }, { "epoch": 0.01, "learning_rate": 0.000997211634904714, "loss": 3.5492, "theoretical_loss": 5.447673695945468, "tokens_seen": 42139648 }, { "epoch": 0.01, "learning_rate": 0.0009971915747241725, "loss": 3.406, "theoretical_loss": 5.446364133128155, "tokens_seen": 42205184 }, { "epoch": 0.01, "learning_rate": 0.0009971715145436308, "loss": 3.4232, "theoretical_loss": 5.4450571705853505, "tokens_seen": 42270720 }, { "epoch": 0.01, "learning_rate": 0.0009971514543630892, "loss": 3.1882, "theoretical_loss": 5.443752799134492, "tokens_seen": 42336256 }, { "epoch": 0.01, "learning_rate": 0.0009971313941825476, "loss": 3.4595, "theoretical_loss": 5.442451009639596, "tokens_seen": 42401792 }, { "epoch": 0.01, "learning_rate": 0.0009971113340020061, "loss": 3.3603, "theoretical_loss": 5.44115179301095, "tokens_seen": 42467328 }, { "epoch": 0.01, "learning_rate": 0.0009970912738214643, "loss": 3.5864, "theoretical_loss": 5.439855140204802, "tokens_seen": 42532864 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.49280866980552673, "objective/train/docs_used": 22938, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 3.297335386276245, "objective/train/original_loss": 3.297335624694824, "objective/train/theoretical_loss": 5.438561042223066, "objective/train/tokens_used": 63058400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24311578273773193, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505168437957764, "objective/train/weighted_lm_loss": 3.463775634765625, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 5.438561042223066, "tokens_seen": 42598400 }, { "epoch": 0.01, "learning_rate": 0.0009970712136409229, "loss": 3.5201, "theoretical_loss": 5.438561042223066, "tokens_seen": 42598400 }, { "epoch": 0.01, "learning_rate": 0.000997051153460381, "loss": 3.3525, "theoretical_loss": 5.437269490113014, "tokens_seen": 42663936 }, { "epoch": 0.01, "learning_rate": 0.0009970310932798396, "loss": 3.3086, "theoretical_loss": 5.435980474966981, "tokens_seen": 42729472 }, { "epoch": 0.01, "learning_rate": 0.000997011033099298, "loss": 3.3753, "theoretical_loss": 5.434693987922072, "tokens_seen": 42795008 }, { "epoch": 0.01, "learning_rate": 0.0009969909729187563, "loss": 3.3824, "theoretical_loss": 5.433410020159865, "tokens_seen": 42860544 }, { "epoch": 0.01, "learning_rate": 0.0009969709127382147, "loss": 3.2654, "theoretical_loss": 5.432128562906122, "tokens_seen": 42926080 }, { "epoch": 0.01, "learning_rate": 0.000996950852557673, "loss": 3.384, "theoretical_loss": 5.430849607430501, "tokens_seen": 42991616 }, { "epoch": 0.01, "learning_rate": 0.0009969307923771314, "loss": 3.2841, "theoretical_loss": 5.429573145046266, "tokens_seen": 43057152 }, { "epoch": 0.01, "learning_rate": 0.0009969107321965898, "loss": 3.422, "theoretical_loss": 5.428299167110012, "tokens_seen": 43122688 }, { "epoch": 0.01, "learning_rate": 0.0009968906720160481, "loss": 3.3227, "theoretical_loss": 5.427027665021371, "tokens_seen": 43188224 }, { "epoch": 0.01, "learning_rate": 0.0009968706118355065, "loss": 3.285, "theoretical_loss": 5.425758630222747, "tokens_seen": 43253760 }, { "epoch": 0.01, "learning_rate": 0.000996850551654965, "loss": 3.3776, "theoretical_loss": 5.424492054199025, "tokens_seen": 43319296 }, { "epoch": 0.01, "learning_rate": 0.0009968304914744232, "loss": 3.267, "theoretical_loss": 5.423227928477306, "tokens_seen": 43384832 }, { "epoch": 0.01, "learning_rate": 0.0009968104312938818, "loss": 3.3353, "theoretical_loss": 5.421966244626631, "tokens_seen": 43450368 }, { "epoch": 0.01, "learning_rate": 0.00099679037111334, "loss": 3.5885, "theoretical_loss": 5.42070699425771, "tokens_seen": 43515904 }, { "epoch": 0.01, "learning_rate": 0.0009967703109327985, "loss": 3.4124, "theoretical_loss": 5.419450169022653, "tokens_seen": 43581440 }, { "epoch": 0.01, "learning_rate": 0.0009967502507522569, "loss": 3.4499, "theoretical_loss": 5.418195760614707, "tokens_seen": 43646976 }, { "epoch": 0.01, "learning_rate": 0.0009967301905717152, "loss": 3.395, "theoretical_loss": 5.416943760767989, "tokens_seen": 43712512 }, { "epoch": 0.01, "learning_rate": 0.0009967101303911736, "loss": 3.4137, "theoretical_loss": 5.415694161257225, "tokens_seen": 43778048 }, { "epoch": 0.01, "learning_rate": 0.000996690070210632, "loss": 3.3275, "theoretical_loss": 5.414446953897489, "tokens_seen": 43843584 }, { "epoch": 0.01, "learning_rate": 0.0009966700100300903, "loss": 3.1889, "theoretical_loss": 5.413202130543947, "tokens_seen": 43909120 }, { "epoch": 0.01, "learning_rate": 0.0009966499498495487, "loss": 3.2611, "theoretical_loss": 5.411959683091602, "tokens_seen": 43974656 }, { "epoch": 0.01, "learning_rate": 0.000996629889669007, "loss": 3.339, "theoretical_loss": 5.410719603475034, "tokens_seen": 44040192 }, { "epoch": 0.01, "learning_rate": 0.0009966098294884654, "loss": 3.5504, "theoretical_loss": 5.409481883668155, "tokens_seen": 44105728 }, { "epoch": 0.01, "learning_rate": 0.0009965897693079238, "loss": 3.3063, "theoretical_loss": 5.408246515683956, "tokens_seen": 44171264 }, { "epoch": 0.01, "learning_rate": 0.0009965697091273821, "loss": 3.145, "theoretical_loss": 5.407013491574263, "tokens_seen": 44236800 }, { "epoch": 0.01, "learning_rate": 0.0009965496489468405, "loss": 3.3912, "theoretical_loss": 5.405782803429483, "tokens_seen": 44302336 }, { "epoch": 0.01, "learning_rate": 0.0009965295887662989, "loss": 3.2364, "theoretical_loss": 5.404554443378366, "tokens_seen": 44367872 }, { "epoch": 0.01, "learning_rate": 0.0009965095285857572, "loss": 3.3157, "theoretical_loss": 5.403328403587762, "tokens_seen": 44433408 }, { "epoch": 0.01, "learning_rate": 0.0009964894684052158, "loss": 3.2918, "theoretical_loss": 5.402104676262381, "tokens_seen": 44498944 }, { "epoch": 0.01, "learning_rate": 0.000996469408224674, "loss": 3.2743, "theoretical_loss": 5.400883253644551, "tokens_seen": 44564480 }, { "epoch": 0.01, "learning_rate": 0.0009964493480441325, "loss": 3.3715, "theoretical_loss": 5.399664128013988, "tokens_seen": 44630016 }, { "epoch": 0.01, "learning_rate": 0.0009964292878635907, "loss": 3.2805, "theoretical_loss": 5.398447291687555, "tokens_seen": 44695552 }, { "epoch": 0.01, "learning_rate": 0.0009964092276830492, "loss": 3.3267, "theoretical_loss": 5.397232737019031, "tokens_seen": 44761088 }, { "epoch": 0.01, "learning_rate": 0.0009963891675025076, "loss": 3.3381, "theoretical_loss": 5.396020456398885, "tokens_seen": 44826624 }, { "epoch": 0.01, "learning_rate": 0.000996369107321966, "loss": 3.1136, "theoretical_loss": 5.394810442254032, "tokens_seen": 44892160 }, { "epoch": 0.01, "learning_rate": 0.0009963490471414243, "loss": 3.2009, "theoretical_loss": 5.393602687047627, "tokens_seen": 44957696 }, { "epoch": 0.01, "learning_rate": 0.0009963289869608827, "loss": 3.3298, "theoretical_loss": 5.392397183278822, "tokens_seen": 45023232 }, { "epoch": 0.01, "learning_rate": 0.000996308926780341, "loss": 3.1392, "theoretical_loss": 5.391193923482547, "tokens_seen": 45088768 }, { "epoch": 0.01, "learning_rate": 0.0009962888665997994, "loss": 3.3421, "theoretical_loss": 5.38999290022929, "tokens_seen": 45154304 }, { "epoch": 0.01, "learning_rate": 0.0009962688064192578, "loss": 3.2676, "theoretical_loss": 5.388794106124874, "tokens_seen": 45219840 }, { "epoch": 0.01, "learning_rate": 0.0009962487462387161, "loss": 3.2214, "theoretical_loss": 5.387597533810238, "tokens_seen": 45285376 }, { "epoch": 0.01, "learning_rate": 0.0009962286860581745, "loss": 3.245, "theoretical_loss": 5.386403175961223, "tokens_seen": 45350912 }, { "epoch": 0.01, "learning_rate": 0.0009962086258776329, "loss": 3.177, "theoretical_loss": 5.385211025288349, "tokens_seen": 45416448 }, { "epoch": 0.01, "learning_rate": 0.0009961885656970912, "loss": 3.1048, "theoretical_loss": 5.38402107453661, "tokens_seen": 45481984 }, { "epoch": 0.01, "learning_rate": 0.0009961685055165496, "loss": 3.2362, "theoretical_loss": 5.382833316485255, "tokens_seen": 45547520 }, { "epoch": 0.01, "learning_rate": 0.000996148445336008, "loss": 3.3837, "theoretical_loss": 5.381647743947578, "tokens_seen": 45613056 }, { "epoch": 0.01, "learning_rate": 0.0009961283851554665, "loss": 3.3365, "theoretical_loss": 5.3804643497707145, "tokens_seen": 45678592 }, { "epoch": 0.01, "learning_rate": 0.0009961083249749247, "loss": 3.2244, "theoretical_loss": 5.379283126835426, "tokens_seen": 45744128 }, { "epoch": 0.01, "learning_rate": 0.0009960882647943833, "loss": 3.3835, "theoretical_loss": 5.378104068055899, "tokens_seen": 45809664 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.4905271530151367, "objective/train/docs_used": 24173, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.979590654373169, "objective/train/original_loss": 2.97959041595459, "objective/train/theoretical_loss": 5.37692716637954, "objective/train/tokens_used": 66335200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24144382774829865, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502800941467285, "objective/train/weighted_lm_loss": 3.129429817199707, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.37692716637954, "tokens_seen": 45875200 }, { "epoch": 0.01, "learning_rate": 0.0009960682046138414, "loss": 3.1644, "theoretical_loss": 5.37692716637954, "tokens_seen": 45875200 }, { "epoch": 0.01, "learning_rate": 0.0009960481444333, "loss": 3.2088, "theoretical_loss": 5.375752414786769, "tokens_seen": 45940736 }, { "epoch": 0.01, "learning_rate": 0.0009960280842527583, "loss": 3.3534, "theoretical_loss": 5.374579806290823, "tokens_seen": 46006272 }, { "epoch": 0.01, "learning_rate": 0.0009960080240722167, "loss": 3.1675, "theoretical_loss": 5.373409333937557, "tokens_seen": 46071808 }, { "epoch": 0.01, "learning_rate": 0.000995987963891675, "loss": 3.1467, "theoretical_loss": 5.372240990805237, "tokens_seen": 46137344 }, { "epoch": 0.01, "learning_rate": 0.0009959679037111334, "loss": 3.2232, "theoretical_loss": 5.37107477000435, "tokens_seen": 46202880 }, { "epoch": 0.01, "learning_rate": 0.0009959478435305918, "loss": 3.2601, "theoretical_loss": 5.369910664677409, "tokens_seen": 46268416 }, { "epoch": 0.01, "learning_rate": 0.0009959277833500502, "loss": 2.9964, "theoretical_loss": 5.368748667998759, "tokens_seen": 46333952 }, { "epoch": 0.01, "learning_rate": 0.0009959077231695085, "loss": 3.1695, "theoretical_loss": 5.367588773174377, "tokens_seen": 46399488 }, { "epoch": 0.01, "learning_rate": 0.0009958876629889669, "loss": 3.2412, "theoretical_loss": 5.366430973441693, "tokens_seen": 46465024 }, { "epoch": 0.01, "learning_rate": 0.0009958676028084252, "loss": 3.4332, "theoretical_loss": 5.365275262069391, "tokens_seen": 46530560 }, { "epoch": 0.01, "learning_rate": 0.0009958475426278836, "loss": 3.0728, "theoretical_loss": 5.364121632357221, "tokens_seen": 46596096 }, { "epoch": 0.01, "learning_rate": 0.000995827482447342, "loss": 3.3624, "theoretical_loss": 5.36297007763582, "tokens_seen": 46661632 }, { "epoch": 0.01, "learning_rate": 0.0009958074222668003, "loss": 3.2145, "theoretical_loss": 5.36182059126652, "tokens_seen": 46727168 }, { "epoch": 0.01, "learning_rate": 0.0009957873620862587, "loss": 3.2506, "theoretical_loss": 5.360673166641163, "tokens_seen": 46792704 }, { "epoch": 0.01, "learning_rate": 0.0009957673019057173, "loss": 3.229, "theoretical_loss": 5.359527797181926, "tokens_seen": 46858240 }, { "epoch": 0.01, "learning_rate": 0.0009957472417251754, "loss": 3.2049, "theoretical_loss": 5.358384476341126, "tokens_seen": 46923776 }, { "epoch": 0.01, "learning_rate": 0.000995727181544634, "loss": 3.129, "theoretical_loss": 5.357243197601056, "tokens_seen": 46989312 }, { "epoch": 0.01, "learning_rate": 0.0009957071213640921, "loss": 3.2963, "theoretical_loss": 5.356103954473793, "tokens_seen": 47054848 }, { "epoch": 0.01, "learning_rate": 0.0009956870611835507, "loss": 3.3261, "theoretical_loss": 5.35496674050103, "tokens_seen": 47120384 }, { "epoch": 0.01, "learning_rate": 0.000995667001003009, "loss": 3.083, "theoretical_loss": 5.353831549253895, "tokens_seen": 47185920 }, { "epoch": 0.01, "learning_rate": 0.0009956469408224674, "loss": 3.1944, "theoretical_loss": 5.352698374332774, "tokens_seen": 47251456 }, { "epoch": 0.01, "learning_rate": 0.0009956268806419258, "loss": 3.2186, "theoretical_loss": 5.351567209367143, "tokens_seen": 47316992 }, { "epoch": 0.01, "learning_rate": 0.0009956068204613842, "loss": 3.387, "theoretical_loss": 5.350438048015396, "tokens_seen": 47382528 }, { "epoch": 0.01, "learning_rate": 0.0009955867602808425, "loss": 3.0156, "theoretical_loss": 5.349310883964664, "tokens_seen": 47448064 }, { "epoch": 0.01, "learning_rate": 0.000995566700100301, "loss": 3.0316, "theoretical_loss": 5.348185710930661, "tokens_seen": 47513600 }, { "epoch": 0.01, "learning_rate": 0.0009955466399197593, "loss": 3.2195, "theoretical_loss": 5.3470625226575, "tokens_seen": 47579136 }, { "epoch": 0.01, "learning_rate": 0.0009955265797392176, "loss": 3.1434, "theoretical_loss": 5.345941312917536, "tokens_seen": 47644672 }, { "epoch": 0.01, "learning_rate": 0.000995506519558676, "loss": 3.2259, "theoretical_loss": 5.344822075511196, "tokens_seen": 47710208 }, { "epoch": 0.01, "learning_rate": 0.0009954864593781343, "loss": 3.0835, "theoretical_loss": 5.343704804266816, "tokens_seen": 47775744 }, { "epoch": 0.01, "learning_rate": 0.000995466399197593, "loss": 3.1539, "theoretical_loss": 5.342589493040472, "tokens_seen": 47841280 }, { "epoch": 0.01, "learning_rate": 0.000995446339017051, "loss": 3.1759, "theoretical_loss": 5.3414761357158245, "tokens_seen": 47906816 }, { "epoch": 0.01, "learning_rate": 0.0009954262788365096, "loss": 3.0574, "theoretical_loss": 5.340364726203955, "tokens_seen": 47972352 }, { "epoch": 0.01, "learning_rate": 0.000995406218655968, "loss": 3.0117, "theoretical_loss": 5.339255258443202, "tokens_seen": 48037888 }, { "epoch": 0.01, "learning_rate": 0.0009953861584754264, "loss": 2.9506, "theoretical_loss": 5.338147726399006, "tokens_seen": 48103424 }, { "epoch": 0.01, "learning_rate": 0.0009953660982948847, "loss": 2.8871, "theoretical_loss": 5.33704212406375, "tokens_seen": 48168960 }, { "epoch": 0.01, "learning_rate": 0.000995346038114343, "loss": 3.272, "theoretical_loss": 5.3359384454566055, "tokens_seen": 48234496 }, { "epoch": 0.01, "learning_rate": 0.0009953259779338015, "loss": 3.1474, "theoretical_loss": 5.334836684623371, "tokens_seen": 48300032 }, { "epoch": 0.01, "learning_rate": 0.0009953059177532598, "loss": 3.013, "theoretical_loss": 5.333736835636325, "tokens_seen": 48365568 }, { "epoch": 0.01, "learning_rate": 0.0009952858575727182, "loss": 2.9694, "theoretical_loss": 5.332638892594063, "tokens_seen": 48431104 }, { "epoch": 0.01, "learning_rate": 0.0009952657973921765, "loss": 3.0434, "theoretical_loss": 5.331542849621357, "tokens_seen": 48496640 }, { "epoch": 0.01, "learning_rate": 0.000995245737211635, "loss": 3.0976, "theoretical_loss": 5.330448700868995, "tokens_seen": 48562176 }, { "epoch": 0.01, "learning_rate": 0.0009952256770310933, "loss": 3.132, "theoretical_loss": 5.329356440513633, "tokens_seen": 48627712 }, { "epoch": 0.01, "learning_rate": 0.0009952056168505516, "loss": 3.1594, "theoretical_loss": 5.32826606275765, "tokens_seen": 48693248 }, { "epoch": 0.01, "learning_rate": 0.00099518555667001, "loss": 3.0358, "theoretical_loss": 5.327177561828993, "tokens_seen": 48758784 }, { "epoch": 0.01, "learning_rate": 0.0009951654964894684, "loss": 3.04, "theoretical_loss": 5.326090931981036, "tokens_seen": 48824320 }, { "epoch": 0.01, "learning_rate": 0.000995145436308927, "loss": 3.1244, "theoretical_loss": 5.3250061674924325, "tokens_seen": 48889856 }, { "epoch": 0.01, "learning_rate": 0.000995125376128385, "loss": 3.1184, "theoretical_loss": 5.323923262666968, "tokens_seen": 48955392 }, { "epoch": 0.01, "learning_rate": 0.0009951053159478437, "loss": 3.13, "theoretical_loss": 5.32284221183342, "tokens_seen": 49020928 }, { "epoch": 0.01, "learning_rate": 0.0009950852557673018, "loss": 3.1912, "theoretical_loss": 5.321763009345411, "tokens_seen": 49086464 }, { "epoch": 0.01, "objective/train/advantage_avg": 0.4820156991481781, "objective/train/docs_used": 25394, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.984027862548828, "objective/train/original_loss": 2.98402738571167, "objective/train/theoretical_loss": 5.3206856495812715, "objective/train/tokens_used": 69612000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2343626171350479, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0493927001953125, "objective/train/weighted_lm_loss": 3.1309571266174316, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.3206856495812715, "tokens_seen": 49152000 }, { "epoch": 0.01, "learning_rate": 0.0009950651955867604, "loss": 3.0822, "theoretical_loss": 5.3206856495812715, "tokens_seen": 49152000 }, { "epoch": 0.01, "learning_rate": 0.0009950451354062187, "loss": 3.0233, "theoretical_loss": 5.3196101269438945, "tokens_seen": 49217536 }, { "epoch": 0.01, "learning_rate": 0.0009950250752256771, "loss": 2.9487, "theoretical_loss": 5.318536435860599, "tokens_seen": 49283072 }, { "epoch": 0.01, "learning_rate": 0.0009950050150451355, "loss": 3.0769, "theoretical_loss": 5.317464570782989, "tokens_seen": 49348608 }, { "epoch": 0.01, "learning_rate": 0.0009949849548645938, "loss": 3.0474, "theoretical_loss": 5.316394526186816, "tokens_seen": 49414144 }, { "epoch": 0.01, "learning_rate": 0.0009949648946840522, "loss": 2.7961, "theoretical_loss": 5.3153262965718415, "tokens_seen": 49479680 }, { "epoch": 0.02, "learning_rate": 0.0009949448345035106, "loss": 2.9753, "theoretical_loss": 5.314259876461705, "tokens_seen": 49545216 }, { "epoch": 0.02, "learning_rate": 0.000994924774322969, "loss": 3.0748, "theoretical_loss": 5.3131952604037815, "tokens_seen": 49610752 }, { "epoch": 0.02, "learning_rate": 0.0009949047141424273, "loss": 2.9606, "theoretical_loss": 5.312132442969055, "tokens_seen": 49676288 }, { "epoch": 0.02, "learning_rate": 0.0009948846539618856, "loss": 2.9401, "theoretical_loss": 5.3110714187519825, "tokens_seen": 49741824 }, { "epoch": 0.02, "learning_rate": 0.000994864593781344, "loss": 2.9654, "theoretical_loss": 5.310012182370359, "tokens_seen": 49807360 }, { "epoch": 0.02, "learning_rate": 0.0009948445336008024, "loss": 2.8686, "theoretical_loss": 5.308954728465188, "tokens_seen": 49872896 }, { "epoch": 0.02, "learning_rate": 0.0009948244734202607, "loss": 3.0768, "theoretical_loss": 5.307899051700552, "tokens_seen": 49938432 }, { "epoch": 0.02, "learning_rate": 0.000994804413239719, "loss": 2.9913, "theoretical_loss": 5.306845146763486, "tokens_seen": 50003968 }, { "epoch": 0.02, "learning_rate": 0.0009947843530591777, "loss": 2.9679, "theoretical_loss": 5.305793008363841, "tokens_seen": 50069504 }, { "epoch": 0.02, "learning_rate": 0.0009947642928786358, "loss": 3.0225, "theoretical_loss": 5.304742631234162, "tokens_seen": 50135040 }, { "epoch": 0.02, "learning_rate": 0.0009947442326980944, "loss": 3.04, "theoretical_loss": 5.3036940101295595, "tokens_seen": 50200576 }, { "epoch": 0.02, "learning_rate": 0.0009947241725175525, "loss": 2.8716, "theoretical_loss": 5.302647139827585, "tokens_seen": 50266112 }, { "epoch": 0.02, "learning_rate": 0.0009947041123370111, "loss": 2.9582, "theoretical_loss": 5.301602015128104, "tokens_seen": 50331648 }, { "epoch": 0.02, "learning_rate": 0.0009946840521564695, "loss": 3.0407, "theoretical_loss": 5.300558630853171, "tokens_seen": 50397184 }, { "epoch": 0.02, "learning_rate": 0.0009946639919759278, "loss": 2.9239, "theoretical_loss": 5.299516981846912, "tokens_seen": 50462720 }, { "epoch": 0.02, "learning_rate": 0.0009946439317953862, "loss": 2.909, "theoretical_loss": 5.29847706297539, "tokens_seen": 50528256 }, { "epoch": 0.02, "learning_rate": 0.0009946238716148446, "loss": 2.952, "theoretical_loss": 5.297438869126498, "tokens_seen": 50593792 }, { "epoch": 0.02, "learning_rate": 0.000994603811434303, "loss": 2.9815, "theoretical_loss": 5.296402395209828, "tokens_seen": 50659328 }, { "epoch": 0.02, "learning_rate": 0.0009945837512537613, "loss": 2.9763, "theoretical_loss": 5.295367636156552, "tokens_seen": 50724864 }, { "epoch": 0.02, "learning_rate": 0.0009945636910732197, "loss": 3.1347, "theoretical_loss": 5.294334586919307, "tokens_seen": 50790400 }, { "epoch": 0.02, "learning_rate": 0.000994543630892678, "loss": 3.0942, "theoretical_loss": 5.293303242472074, "tokens_seen": 50855936 }, { "epoch": 0.02, "learning_rate": 0.0009945235707121364, "loss": 2.9039, "theoretical_loss": 5.29227359781006, "tokens_seen": 50921472 }, { "epoch": 0.02, "learning_rate": 0.0009945035105315947, "loss": 3.0075, "theoretical_loss": 5.29124564794958, "tokens_seen": 50987008 }, { "epoch": 0.02, "learning_rate": 0.000994483450351053, "loss": 2.8655, "theoretical_loss": 5.290219387927946, "tokens_seen": 51052544 }, { "epoch": 0.02, "learning_rate": 0.0009944633901705115, "loss": 2.8902, "theoretical_loss": 5.289194812803347, "tokens_seen": 51118080 }, { "epoch": 0.02, "learning_rate": 0.0009944433299899698, "loss": 3.0833, "theoretical_loss": 5.288171917654733, "tokens_seen": 51183616 }, { "epoch": 0.02, "learning_rate": 0.0009944232698094284, "loss": 2.801, "theoretical_loss": 5.287150697581708, "tokens_seen": 51249152 }, { "epoch": 0.02, "learning_rate": 0.0009944032096288866, "loss": 2.7836, "theoretical_loss": 5.286131147704413, "tokens_seen": 51314688 }, { "epoch": 0.02, "learning_rate": 0.0009943831494483451, "loss": 2.9264, "theoretical_loss": 5.285113263163414, "tokens_seen": 51380224 }, { "epoch": 0.02, "learning_rate": 0.0009943630892678035, "loss": 2.9479, "theoretical_loss": 5.284097039119587, "tokens_seen": 51445760 }, { "epoch": 0.02, "learning_rate": 0.0009943430290872619, "loss": 3.0413, "theoretical_loss": 5.283082470754016, "tokens_seen": 51511296 }, { "epoch": 0.02, "learning_rate": 0.0009943229689067202, "loss": 2.8968, "theoretical_loss": 5.282069553267874, "tokens_seen": 51576832 }, { "epoch": 0.02, "learning_rate": 0.0009943029087261786, "loss": 2.7193, "theoretical_loss": 5.2810582818823235, "tokens_seen": 51642368 }, { "epoch": 0.02, "learning_rate": 0.000994282848545637, "loss": 2.9009, "theoretical_loss": 5.2800486518383964, "tokens_seen": 51707904 }, { "epoch": 0.02, "learning_rate": 0.0009942627883650953, "loss": 2.8084, "theoretical_loss": 5.279040658396896, "tokens_seen": 51773440 }, { "epoch": 0.02, "learning_rate": 0.0009942427281845537, "loss": 2.9595, "theoretical_loss": 5.278034296838284, "tokens_seen": 51838976 }, { "epoch": 0.02, "learning_rate": 0.000994222668004012, "loss": 2.8929, "theoretical_loss": 5.27702956246258, "tokens_seen": 51904512 }, { "epoch": 0.02, "learning_rate": 0.0009942026078234704, "loss": 2.8877, "theoretical_loss": 5.276026450589249, "tokens_seen": 51970048 }, { "epoch": 0.02, "learning_rate": 0.0009941825476429288, "loss": 2.9187, "theoretical_loss": 5.275024956557102, "tokens_seen": 52035584 }, { "epoch": 0.02, "learning_rate": 0.0009941624874623871, "loss": 2.7947, "theoretical_loss": 5.274025075724189, "tokens_seen": 52101120 }, { "epoch": 0.02, "learning_rate": 0.0009941424272818455, "loss": 2.7595, "theoretical_loss": 5.273026803467695, "tokens_seen": 52166656 }, { "epoch": 0.02, "learning_rate": 0.0009941223671013038, "loss": 2.9168, "theoretical_loss": 5.272030135183842, "tokens_seen": 52232192 }, { "epoch": 0.02, "learning_rate": 0.0009941023069207622, "loss": 2.872, "theoretical_loss": 5.271035066287779, "tokens_seen": 52297728 }, { "epoch": 0.02, "learning_rate": 0.0009940822467402206, "loss": 2.9237, "theoretical_loss": 5.27004159221349, "tokens_seen": 52363264 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.49426913261413574, "objective/train/docs_used": 26541, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.603318452835083, "objective/train/original_loss": 2.603318691253662, "objective/train/theoretical_loss": 5.269049708413682, "objective/train/tokens_used": 72888800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24451129138469696, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506700277328491, "objective/train/weighted_lm_loss": 2.735368251800537, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 5.269049708413682, "tokens_seen": 52428800 }, { "epoch": 0.02, "learning_rate": 0.0009940621865596791, "loss": 2.7216, "theoretical_loss": 5.269049708413682, "tokens_seen": 52428800 }, { "epoch": 0.02, "learning_rate": 0.0009940421263791373, "loss": 2.857, "theoretical_loss": 5.268059410359697, "tokens_seen": 52494336 }, { "epoch": 0.02, "learning_rate": 0.0009940220661985959, "loss": 2.9196, "theoretical_loss": 5.267070693541403, "tokens_seen": 52559872 }, { "epoch": 0.02, "learning_rate": 0.0009940020060180542, "loss": 2.8979, "theoretical_loss": 5.2660835534671, "tokens_seen": 52625408 }, { "epoch": 0.02, "learning_rate": 0.0009939819458375126, "loss": 2.862, "theoretical_loss": 5.265097985663418, "tokens_seen": 52690944 }, { "epoch": 0.02, "learning_rate": 0.000993961885656971, "loss": 2.9804, "theoretical_loss": 5.264113985675227, "tokens_seen": 52756480 }, { "epoch": 0.02, "learning_rate": 0.0009939418254764293, "loss": 2.8927, "theoretical_loss": 5.263131549065529, "tokens_seen": 52822016 }, { "epoch": 0.02, "learning_rate": 0.0009939217652958877, "loss": 2.786, "theoretical_loss": 5.262150671415373, "tokens_seen": 52887552 }, { "epoch": 0.02, "learning_rate": 0.000993901705115346, "loss": 2.7832, "theoretical_loss": 5.261171348323755, "tokens_seen": 52953088 }, { "epoch": 0.02, "learning_rate": 0.0009938816449348044, "loss": 2.9547, "theoretical_loss": 5.2601935754075155, "tokens_seen": 53018624 }, { "epoch": 0.02, "learning_rate": 0.0009938615847542628, "loss": 2.8122, "theoretical_loss": 5.259217348301259, "tokens_seen": 53084160 }, { "epoch": 0.02, "learning_rate": 0.0009938415245737211, "loss": 2.7562, "theoretical_loss": 5.25824266265725, "tokens_seen": 53149696 }, { "epoch": 0.02, "learning_rate": 0.0009938214643931795, "loss": 2.8343, "theoretical_loss": 5.257269514145324, "tokens_seen": 53215232 }, { "epoch": 0.02, "learning_rate": 0.000993801404212638, "loss": 2.7475, "theoretical_loss": 5.256297898452793, "tokens_seen": 53280768 }, { "epoch": 0.02, "learning_rate": 0.0009937813440320962, "loss": 2.7761, "theoretical_loss": 5.2553278112843556, "tokens_seen": 53346304 }, { "epoch": 0.02, "learning_rate": 0.0009937612838515548, "loss": 2.7001, "theoretical_loss": 5.254359248362006, "tokens_seen": 53411840 }, { "epoch": 0.02, "learning_rate": 0.000993741223671013, "loss": 2.8198, "theoretical_loss": 5.2533922054249365, "tokens_seen": 53477376 }, { "epoch": 0.02, "learning_rate": 0.0009937211634904715, "loss": 2.7642, "theoretical_loss": 5.25242667822946, "tokens_seen": 53542912 }, { "epoch": 0.02, "learning_rate": 0.0009937011033099299, "loss": 2.8012, "theoretical_loss": 5.251462662548908, "tokens_seen": 53608448 }, { "epoch": 0.02, "learning_rate": 0.0009936810431293882, "loss": 2.7885, "theoretical_loss": 5.25050015417355, "tokens_seen": 53673984 }, { "epoch": 0.02, "learning_rate": 0.0009936609829488466, "loss": 2.8942, "theoretical_loss": 5.2495391489104986, "tokens_seen": 53739520 }, { "epoch": 0.02, "learning_rate": 0.000993640922768305, "loss": 2.9782, "theoretical_loss": 5.248579642583628, "tokens_seen": 53805056 }, { "epoch": 0.02, "learning_rate": 0.0009936208625877633, "loss": 2.8523, "theoretical_loss": 5.24762163103348, "tokens_seen": 53870592 }, { "epoch": 0.02, "learning_rate": 0.0009936008024072217, "loss": 2.7695, "theoretical_loss": 5.246665110117186, "tokens_seen": 53936128 }, { "epoch": 0.02, "learning_rate": 0.00099358074222668, "loss": 2.8059, "theoretical_loss": 5.24571007570837, "tokens_seen": 54001664 }, { "epoch": 0.02, "learning_rate": 0.0009935606820461384, "loss": 2.8622, "theoretical_loss": 5.244756523697072, "tokens_seen": 54067200 }, { "epoch": 0.02, "learning_rate": 0.0009935406218655968, "loss": 2.8403, "theoretical_loss": 5.243804449989659, "tokens_seen": 54132736 }, { "epoch": 0.02, "learning_rate": 0.0009935205616850551, "loss": 2.5313, "theoretical_loss": 5.242853850508741, "tokens_seen": 54198272 }, { "epoch": 0.02, "learning_rate": 0.0009935005015045135, "loss": 2.8811, "theoretical_loss": 5.2419047211930865, "tokens_seen": 54263808 }, { "epoch": 0.02, "learning_rate": 0.0009934804413239719, "loss": 2.7909, "theoretical_loss": 5.24095705799754, "tokens_seen": 54329344 }, { "epoch": 0.02, "learning_rate": 0.0009934603811434302, "loss": 2.6954, "theoretical_loss": 5.240010856892939, "tokens_seen": 54394880 }, { "epoch": 0.02, "learning_rate": 0.0009934403209628888, "loss": 2.7536, "theoretical_loss": 5.239066113866029, "tokens_seen": 54460416 }, { "epoch": 0.02, "learning_rate": 0.000993420260782347, "loss": 2.7655, "theoretical_loss": 5.238122824919387, "tokens_seen": 54525952 }, { "epoch": 0.02, "learning_rate": 0.0009934002006018055, "loss": 2.8289, "theoretical_loss": 5.237180986071335, "tokens_seen": 54591488 }, { "epoch": 0.02, "learning_rate": 0.000993380140421264, "loss": 2.7578, "theoretical_loss": 5.236240593355863, "tokens_seen": 54657024 }, { "epoch": 0.02, "learning_rate": 0.0009933600802407223, "loss": 2.6962, "theoretical_loss": 5.235301642822543, "tokens_seen": 54722560 }, { "epoch": 0.02, "learning_rate": 0.0009933400200601806, "loss": 2.7935, "theoretical_loss": 5.234364130536457, "tokens_seen": 54788096 }, { "epoch": 0.02, "learning_rate": 0.000993319959879639, "loss": 2.7993, "theoretical_loss": 5.2334280525781125, "tokens_seen": 54853632 }, { "epoch": 0.02, "learning_rate": 0.0009932998996990973, "loss": 2.8282, "theoretical_loss": 5.232493405043362, "tokens_seen": 54919168 }, { "epoch": 0.02, "learning_rate": 0.0009932798395185557, "loss": 2.8451, "theoretical_loss": 5.231560184043333, "tokens_seen": 54984704 }, { "epoch": 0.02, "learning_rate": 0.000993259779338014, "loss": 2.7866, "theoretical_loss": 5.230628385704337, "tokens_seen": 55050240 }, { "epoch": 0.02, "learning_rate": 0.0009932397191574724, "loss": 2.9565, "theoretical_loss": 5.229698006167809, "tokens_seen": 55115776 }, { "epoch": 0.02, "learning_rate": 0.0009932196589769308, "loss": 2.5017, "theoretical_loss": 5.228769041590215, "tokens_seen": 55181312 }, { "epoch": 0.02, "learning_rate": 0.0009931995987963892, "loss": 2.7794, "theoretical_loss": 5.227841488142982, "tokens_seen": 55246848 }, { "epoch": 0.02, "learning_rate": 0.0009931795386158475, "loss": 2.6695, "theoretical_loss": 5.2269153420124255, "tokens_seen": 55312384 }, { "epoch": 0.02, "learning_rate": 0.0009931594784353059, "loss": 2.7819, "theoretical_loss": 5.22599059939967, "tokens_seen": 55377920 }, { "epoch": 0.02, "learning_rate": 0.0009931394182547642, "loss": 2.75, "theoretical_loss": 5.225067256520572, "tokens_seen": 55443456 }, { "epoch": 0.02, "learning_rate": 0.0009931193580742226, "loss": 2.5643, "theoretical_loss": 5.224145309605651, "tokens_seen": 55508992 }, { "epoch": 0.02, "learning_rate": 0.000993099297893681, "loss": 2.7934, "theoretical_loss": 5.223224754900014, "tokens_seen": 55574528 }, { "epoch": 0.02, "learning_rate": 0.0009930792377131395, "loss": 2.7763, "theoretical_loss": 5.222305588663275, "tokens_seen": 55640064 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.4954495131969452, "objective/train/docs_used": 27758, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.493486166000366, "objective/train/original_loss": 2.493486166000366, "objective/train/theoretical_loss": 5.221387807169494, "objective/train/tokens_used": 76165600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24568335711956024, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507941246032715, "objective/train/weighted_lm_loss": 2.6202352046966553, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.221387807169494, "tokens_seen": 55705600 }, { "epoch": 0.02, "learning_rate": 0.0009930591775325977, "loss": 2.6668, "theoretical_loss": 5.221387807169494, "tokens_seen": 55705600 }, { "epoch": 0.02, "learning_rate": 0.0009930391173520563, "loss": 2.9847, "theoretical_loss": 5.2204714067070945, "tokens_seen": 55771136 }, { "epoch": 0.02, "learning_rate": 0.0009930190571715146, "loss": 2.6578, "theoretical_loss": 5.219556383578795, "tokens_seen": 55836672 }, { "epoch": 0.02, "learning_rate": 0.000992998996990973, "loss": 2.7279, "theoretical_loss": 5.218642734101538, "tokens_seen": 55902208 }, { "epoch": 0.02, "learning_rate": 0.0009929789368104314, "loss": 2.6868, "theoretical_loss": 5.217730454606417, "tokens_seen": 55967744 }, { "epoch": 0.02, "learning_rate": 0.0009929588766298897, "loss": 2.79, "theoretical_loss": 5.216819541438607, "tokens_seen": 56033280 }, { "epoch": 0.02, "learning_rate": 0.000992938816449348, "loss": 2.7179, "theoretical_loss": 5.215909990957291, "tokens_seen": 56098816 }, { "epoch": 0.02, "learning_rate": 0.0009929187562688064, "loss": 2.7788, "theoretical_loss": 5.215001799535598, "tokens_seen": 56164352 }, { "epoch": 0.02, "learning_rate": 0.0009928986960882648, "loss": 2.739, "theoretical_loss": 5.214094963560519, "tokens_seen": 56229888 }, { "epoch": 0.02, "learning_rate": 0.0009928786359077232, "loss": 2.5606, "theoretical_loss": 5.213189479432854, "tokens_seen": 56295424 }, { "epoch": 0.02, "learning_rate": 0.0009928585757271815, "loss": 2.734, "theoretical_loss": 5.212285343567135, "tokens_seen": 56360960 }, { "epoch": 0.02, "learning_rate": 0.00099283851554664, "loss": 2.5668, "theoretical_loss": 5.211382552391555, "tokens_seen": 56426496 }, { "epoch": 0.02, "learning_rate": 0.0009928184553660983, "loss": 2.7951, "theoretical_loss": 5.210481102347908, "tokens_seen": 56492032 }, { "epoch": 0.02, "learning_rate": 0.0009927983951855566, "loss": 2.6594, "theoretical_loss": 5.2095809898915135, "tokens_seen": 56557568 }, { "epoch": 0.02, "learning_rate": 0.000992778335005015, "loss": 2.7474, "theoretical_loss": 5.208682211491157, "tokens_seen": 56623104 }, { "epoch": 0.02, "learning_rate": 0.0009927582748244733, "loss": 2.687, "theoretical_loss": 5.207784763629014, "tokens_seen": 56688640 }, { "epoch": 0.02, "learning_rate": 0.0009927382146439317, "loss": 2.5976, "theoretical_loss": 5.206888642800598, "tokens_seen": 56754176 }, { "epoch": 0.02, "learning_rate": 0.0009927181544633903, "loss": 2.6364, "theoretical_loss": 5.205993845514678, "tokens_seen": 56819712 }, { "epoch": 0.02, "learning_rate": 0.0009926980942828484, "loss": 2.6975, "theoretical_loss": 5.205100368293225, "tokens_seen": 56885248 }, { "epoch": 0.02, "learning_rate": 0.000992678034102307, "loss": 2.6616, "theoretical_loss": 5.204208207671343, "tokens_seen": 56950784 }, { "epoch": 0.02, "learning_rate": 0.0009926579739217654, "loss": 2.6684, "theoretical_loss": 5.203317360197204, "tokens_seen": 57016320 }, { "epoch": 0.02, "learning_rate": 0.0009926379137412237, "loss": 2.629, "theoretical_loss": 5.202427822431982, "tokens_seen": 57081856 }, { "epoch": 0.02, "learning_rate": 0.000992617853560682, "loss": 2.6768, "theoretical_loss": 5.201539590949796, "tokens_seen": 57147392 }, { "epoch": 0.02, "learning_rate": 0.0009925977933801405, "loss": 2.5754, "theoretical_loss": 5.200652662337637, "tokens_seen": 57212928 }, { "epoch": 0.02, "learning_rate": 0.0009925777331995988, "loss": 2.5187, "theoretical_loss": 5.199767033195316, "tokens_seen": 57278464 }, { "epoch": 0.02, "learning_rate": 0.0009925576730190572, "loss": 2.7063, "theoretical_loss": 5.198882700135387, "tokens_seen": 57344000 }, { "epoch": 0.02, "learning_rate": 0.0009925376128385155, "loss": 2.7405, "theoretical_loss": 5.1979996597831, "tokens_seen": 57409536 }, { "epoch": 0.02, "learning_rate": 0.000992517552657974, "loss": 2.6938, "theoretical_loss": 5.1971179087763275, "tokens_seen": 57475072 }, { "epoch": 0.02, "learning_rate": 0.0009924974924774323, "loss": 2.6516, "theoretical_loss": 5.19623744376551, "tokens_seen": 57540608 }, { "epoch": 0.02, "learning_rate": 0.0009924774322968906, "loss": 2.6739, "theoretical_loss": 5.195358261413589, "tokens_seen": 57606144 }, { "epoch": 0.02, "learning_rate": 0.0009924573721163492, "loss": 2.5905, "theoretical_loss": 5.1944803583959525, "tokens_seen": 57671680 }, { "epoch": 0.02, "learning_rate": 0.0009924373119358074, "loss": 2.6303, "theoretical_loss": 5.193603731400369, "tokens_seen": 57737216 }, { "epoch": 0.02, "learning_rate": 0.000992417251755266, "loss": 2.6194, "theoretical_loss": 5.192728377126931, "tokens_seen": 57802752 }, { "epoch": 0.02, "learning_rate": 0.0009923971915747243, "loss": 2.7367, "theoretical_loss": 5.191854292287992, "tokens_seen": 57868288 }, { "epoch": 0.02, "learning_rate": 0.0009923771313941827, "loss": 2.7908, "theoretical_loss": 5.190981473608112, "tokens_seen": 57933824 }, { "epoch": 0.02, "learning_rate": 0.000992357071213641, "loss": 2.5301, "theoretical_loss": 5.1901099178239924, "tokens_seen": 57999360 }, { "epoch": 0.02, "learning_rate": 0.0009923370110330994, "loss": 2.5255, "theoretical_loss": 5.189239621684421, "tokens_seen": 58064896 }, { "epoch": 0.02, "learning_rate": 0.0009923169508525577, "loss": 2.7432, "theoretical_loss": 5.188370581950215, "tokens_seen": 58130432 }, { "epoch": 0.02, "learning_rate": 0.0009922968906720161, "loss": 2.7216, "theoretical_loss": 5.18750279539416, "tokens_seen": 58195968 }, { "epoch": 0.02, "learning_rate": 0.0009922768304914745, "loss": 2.493, "theoretical_loss": 5.1866362588009505, "tokens_seen": 58261504 }, { "epoch": 0.02, "learning_rate": 0.0009922567703109328, "loss": 2.6899, "theoretical_loss": 5.185770968967139, "tokens_seen": 58327040 }, { "epoch": 0.02, "learning_rate": 0.0009922367101303912, "loss": 2.6763, "theoretical_loss": 5.184906922701076, "tokens_seen": 58392576 }, { "epoch": 0.02, "learning_rate": 0.0009922166499498496, "loss": 2.5682, "theoretical_loss": 5.184044116822849, "tokens_seen": 58458112 }, { "epoch": 0.02, "learning_rate": 0.000992196589769308, "loss": 2.5105, "theoretical_loss": 5.183182548164234, "tokens_seen": 58523648 }, { "epoch": 0.02, "learning_rate": 0.0009921765295887663, "loss": 2.5142, "theoretical_loss": 5.182322213568634, "tokens_seen": 58589184 }, { "epoch": 0.02, "learning_rate": 0.0009921564694082246, "loss": 2.7216, "theoretical_loss": 5.181463109891023, "tokens_seen": 58654720 }, { "epoch": 0.02, "learning_rate": 0.000992136409227683, "loss": 2.8247, "theoretical_loss": 5.1806052339978965, "tokens_seen": 58720256 }, { "epoch": 0.02, "learning_rate": 0.0009921163490471414, "loss": 2.5839, "theoretical_loss": 5.179748582767209, "tokens_seen": 58785792 }, { "epoch": 0.02, "learning_rate": 0.0009920962888666, "loss": 2.6148, "theoretical_loss": 5.178893153088326, "tokens_seen": 58851328 }, { "epoch": 0.02, "learning_rate": 0.000992076228686058, "loss": 2.5025, "theoretical_loss": 5.178038941861966, "tokens_seen": 58916864 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.4918819069862366, "objective/train/docs_used": 29071, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.2515406608581543, "objective/train/original_loss": 2.2515406608581543, "objective/train/theoretical_loss": 5.1771859460001455, "objective/train/tokens_used": 79442400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24229572713375092, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504199266433716, "objective/train/weighted_lm_loss": 2.365377187728882, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.1771859460001455, "tokens_seen": 58982400 }, { "epoch": 0.02, "learning_rate": 0.0009920561685055167, "loss": 2.4743, "theoretical_loss": 5.1771859460001455, "tokens_seen": 58982400 }, { "epoch": 0.02, "learning_rate": 0.000992036108324975, "loss": 2.5575, "theoretical_loss": 5.176334162426128, "tokens_seen": 59047936 }, { "epoch": 0.02, "learning_rate": 0.0009920160481444334, "loss": 2.6685, "theoretical_loss": 5.175483588074371, "tokens_seen": 59113472 }, { "epoch": 0.02, "learning_rate": 0.0009919959879638918, "loss": 2.5362, "theoretical_loss": 5.17463421989047, "tokens_seen": 59179008 }, { "epoch": 0.02, "learning_rate": 0.0009919759277833501, "loss": 2.6476, "theoretical_loss": 5.1737860548311065, "tokens_seen": 59244544 }, { "epoch": 0.02, "learning_rate": 0.0009919558676028085, "loss": 2.5998, "theoretical_loss": 5.172939089863998, "tokens_seen": 59310080 }, { "epoch": 0.02, "learning_rate": 0.0009919358074222668, "loss": 2.6016, "theoretical_loss": 5.172093321967843, "tokens_seen": 59375616 }, { "epoch": 0.02, "learning_rate": 0.0009919157472417252, "loss": 2.432, "theoretical_loss": 5.171248748132273, "tokens_seen": 59441152 }, { "epoch": 0.02, "learning_rate": 0.0009918956870611836, "loss": 2.7428, "theoretical_loss": 5.170405365357794, "tokens_seen": 59506688 }, { "epoch": 0.02, "learning_rate": 0.000991875626880642, "loss": 2.5627, "theoretical_loss": 5.169563170655742, "tokens_seen": 59572224 }, { "epoch": 0.02, "learning_rate": 0.0009918555667001003, "loss": 2.5943, "theoretical_loss": 5.16872216104823, "tokens_seen": 59637760 }, { "epoch": 0.02, "learning_rate": 0.0009918355065195587, "loss": 2.4533, "theoretical_loss": 5.167882333568095, "tokens_seen": 59703296 }, { "epoch": 0.02, "learning_rate": 0.000991815446339017, "loss": 2.6007, "theoretical_loss": 5.167043685258852, "tokens_seen": 59768832 }, { "epoch": 0.02, "learning_rate": 0.0009917953861584754, "loss": 2.5313, "theoretical_loss": 5.16620621317464, "tokens_seen": 59834368 }, { "epoch": 0.02, "learning_rate": 0.0009917753259779337, "loss": 2.5483, "theoretical_loss": 5.1653699143801735, "tokens_seen": 59899904 }, { "epoch": 0.02, "learning_rate": 0.000991755265797392, "loss": 2.6718, "theoretical_loss": 5.164534785950695, "tokens_seen": 59965440 }, { "epoch": 0.02, "learning_rate": 0.0009917352056168507, "loss": 2.4902, "theoretical_loss": 5.163700824971922, "tokens_seen": 60030976 }, { "epoch": 0.02, "learning_rate": 0.0009917151454363088, "loss": 2.7512, "theoretical_loss": 5.162868028540002, "tokens_seen": 60096512 }, { "epoch": 0.02, "learning_rate": 0.0009916950852557674, "loss": 2.6651, "theoretical_loss": 5.1620363937614595, "tokens_seen": 60162048 }, { "epoch": 0.02, "learning_rate": 0.0009916750250752258, "loss": 2.6301, "theoretical_loss": 5.161205917753154, "tokens_seen": 60227584 }, { "epoch": 0.02, "learning_rate": 0.0009916549648946841, "loss": 2.5769, "theoretical_loss": 5.160376597642223, "tokens_seen": 60293120 }, { "epoch": 0.02, "learning_rate": 0.0009916349047141425, "loss": 2.5911, "theoretical_loss": 5.159548430566044, "tokens_seen": 60358656 }, { "epoch": 0.02, "learning_rate": 0.0009916148445336009, "loss": 2.6131, "theoretical_loss": 5.158721413672179, "tokens_seen": 60424192 }, { "epoch": 0.02, "learning_rate": 0.0009915947843530592, "loss": 2.5863, "theoretical_loss": 5.1578955441183325, "tokens_seen": 60489728 }, { "epoch": 0.02, "learning_rate": 0.0009915747241725176, "loss": 2.5351, "theoretical_loss": 5.157070819072301, "tokens_seen": 60555264 }, { "epoch": 0.02, "learning_rate": 0.000991554663991976, "loss": 2.7029, "theoretical_loss": 5.156247235711929, "tokens_seen": 60620800 }, { "epoch": 0.02, "learning_rate": 0.0009915346038114343, "loss": 2.6004, "theoretical_loss": 5.155424791225061, "tokens_seen": 60686336 }, { "epoch": 0.02, "learning_rate": 0.0009915145436308927, "loss": 2.6118, "theoretical_loss": 5.1546034828094935, "tokens_seen": 60751872 }, { "epoch": 0.02, "learning_rate": 0.000991494483450351, "loss": 2.5272, "theoretical_loss": 5.153783307672935, "tokens_seen": 60817408 }, { "epoch": 0.02, "learning_rate": 0.0009914744232698094, "loss": 2.6638, "theoretical_loss": 5.152964263032954, "tokens_seen": 60882944 }, { "epoch": 0.02, "learning_rate": 0.0009914543630892678, "loss": 2.5694, "theoretical_loss": 5.152146346116936, "tokens_seen": 60948480 }, { "epoch": 0.02, "learning_rate": 0.0009914343029087261, "loss": 2.5069, "theoretical_loss": 5.151329554162039, "tokens_seen": 61014016 }, { "epoch": 0.02, "learning_rate": 0.0009914142427281847, "loss": 2.6197, "theoretical_loss": 5.150513884415149, "tokens_seen": 61079552 }, { "epoch": 0.02, "learning_rate": 0.0009913941825476428, "loss": 2.6271, "theoretical_loss": 5.1496993341328325, "tokens_seen": 61145088 }, { "epoch": 0.02, "learning_rate": 0.0009913741223671014, "loss": 2.5083, "theoretical_loss": 5.148885900581297, "tokens_seen": 61210624 }, { "epoch": 0.02, "learning_rate": 0.0009913540621865596, "loss": 2.6221, "theoretical_loss": 5.148073581036338, "tokens_seen": 61276160 }, { "epoch": 0.02, "learning_rate": 0.0009913340020060181, "loss": 2.5627, "theoretical_loss": 5.14726237278331, "tokens_seen": 61341696 }, { "epoch": 0.02, "learning_rate": 0.0009913139418254765, "loss": 2.5517, "theoretical_loss": 5.146452273117065, "tokens_seen": 61407232 }, { "epoch": 0.02, "learning_rate": 0.0009912938816449349, "loss": 2.7035, "theoretical_loss": 5.1456432793419244, "tokens_seen": 61472768 }, { "epoch": 0.02, "learning_rate": 0.0009912738214643932, "loss": 2.5791, "theoretical_loss": 5.144835388771626, "tokens_seen": 61538304 }, { "epoch": 0.02, "learning_rate": 0.0009912537612838516, "loss": 2.6198, "theoretical_loss": 5.144028598729285, "tokens_seen": 61603840 }, { "epoch": 0.02, "learning_rate": 0.00099123370110331, "loss": 2.6126, "theoretical_loss": 5.1432229065473525, "tokens_seen": 61669376 }, { "epoch": 0.02, "learning_rate": 0.0009912136409227683, "loss": 2.48, "theoretical_loss": 5.142418309567569, "tokens_seen": 61734912 }, { "epoch": 0.02, "learning_rate": 0.0009911935807422267, "loss": 2.5514, "theoretical_loss": 5.141614805140927, "tokens_seen": 61800448 }, { "epoch": 0.02, "learning_rate": 0.000991173520561685, "loss": 2.6091, "theoretical_loss": 5.140812390627624, "tokens_seen": 61865984 }, { "epoch": 0.02, "learning_rate": 0.0009911534603811434, "loss": 2.5793, "theoretical_loss": 5.1400110633970275, "tokens_seen": 61931520 }, { "epoch": 0.02, "learning_rate": 0.0009911334002006018, "loss": 2.7038, "theoretical_loss": 5.139210820827625, "tokens_seen": 61997056 }, { "epoch": 0.02, "learning_rate": 0.0009911133400200601, "loss": 2.5758, "theoretical_loss": 5.138411660306989, "tokens_seen": 62062592 }, { "epoch": 0.02, "learning_rate": 0.0009910932798395185, "loss": 2.4817, "theoretical_loss": 5.137613579231737, "tokens_seen": 62128128 }, { "epoch": 0.02, "learning_rate": 0.0009910732196589769, "loss": 2.6186, "theoretical_loss": 5.136816575007483, "tokens_seen": 62193664 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.4942206144332886, "objective/train/docs_used": 30276, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.677966356277466, "objective/train/original_loss": 2.677966594696045, "objective/train/theoretical_loss": 5.136020645048806, "objective/train/tokens_used": 82719200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24524354934692383, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506689548492432, "objective/train/weighted_lm_loss": 2.8136417865753174, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.136020645048806, "tokens_seen": 62259200 }, { "epoch": 0.02, "learning_rate": 0.0009910531594784354, "loss": 2.6662, "theoretical_loss": 5.136020645048806, "tokens_seen": 62259200 }, { "epoch": 0.02, "learning_rate": 0.0009910330992978936, "loss": 2.4777, "theoretical_loss": 5.135225786779204, "tokens_seen": 62324736 }, { "epoch": 0.02, "learning_rate": 0.0009910130391173522, "loss": 2.6514, "theoretical_loss": 5.134431997631053, "tokens_seen": 62390272 }, { "epoch": 0.02, "learning_rate": 0.0009909929789368103, "loss": 2.4079, "theoretical_loss": 5.1336392750455735, "tokens_seen": 62455808 }, { "epoch": 0.02, "learning_rate": 0.0009909729187562689, "loss": 2.5303, "theoretical_loss": 5.132847616472784, "tokens_seen": 62521344 }, { "epoch": 0.02, "learning_rate": 0.0009909528585757272, "loss": 2.5487, "theoretical_loss": 5.132057019371466, "tokens_seen": 62586880 }, { "epoch": 0.02, "learning_rate": 0.0009909327983951856, "loss": 2.4935, "theoretical_loss": 5.1312674812091235, "tokens_seen": 62652416 }, { "epoch": 0.02, "learning_rate": 0.000990912738214644, "loss": 2.4875, "theoretical_loss": 5.130478999461939, "tokens_seen": 62717952 }, { "epoch": 0.02, "learning_rate": 0.0009908926780341023, "loss": 2.5383, "theoretical_loss": 5.129691571614747, "tokens_seen": 62783488 }, { "epoch": 0.02, "learning_rate": 0.0009908726178535607, "loss": 2.4761, "theoretical_loss": 5.128905195160981, "tokens_seen": 62849024 }, { "epoch": 0.02, "learning_rate": 0.000990852557673019, "loss": 2.589, "theoretical_loss": 5.128119867602646, "tokens_seen": 62914560 }, { "epoch": 0.02, "learning_rate": 0.0009908324974924774, "loss": 2.601, "theoretical_loss": 5.127335586450272, "tokens_seen": 62980096 }, { "epoch": 0.02, "learning_rate": 0.0009908124373119358, "loss": 2.634, "theoretical_loss": 5.126552349222884, "tokens_seen": 63045632 }, { "epoch": 0.02, "learning_rate": 0.0009907923771313941, "loss": 2.5431, "theoretical_loss": 5.12577015344796, "tokens_seen": 63111168 }, { "epoch": 0.02, "learning_rate": 0.0009907723169508525, "loss": 2.5072, "theoretical_loss": 5.124988996661393, "tokens_seen": 63176704 }, { "epoch": 0.02, "learning_rate": 0.000990752256770311, "loss": 2.5105, "theoretical_loss": 5.124208876407453, "tokens_seen": 63242240 }, { "epoch": 0.02, "learning_rate": 0.0009907321965897692, "loss": 2.4315, "theoretical_loss": 5.1234297902387524, "tokens_seen": 63307776 }, { "epoch": 0.02, "learning_rate": 0.0009907121364092278, "loss": 2.4456, "theoretical_loss": 5.12265173571621, "tokens_seen": 63373312 }, { "epoch": 0.02, "learning_rate": 0.0009906920762286862, "loss": 2.5354, "theoretical_loss": 5.121874710409012, "tokens_seen": 63438848 }, { "epoch": 0.02, "learning_rate": 0.0009906720160481445, "loss": 2.526, "theoretical_loss": 5.121098711894572, "tokens_seen": 63504384 }, { "epoch": 0.02, "learning_rate": 0.000990651955867603, "loss": 2.4092, "theoretical_loss": 5.120323737758502, "tokens_seen": 63569920 }, { "epoch": 0.02, "learning_rate": 0.0009906318956870613, "loss": 2.443, "theoretical_loss": 5.119549785594572, "tokens_seen": 63635456 }, { "epoch": 0.02, "learning_rate": 0.0009906118355065196, "loss": 2.5223, "theoretical_loss": 5.118776853004677, "tokens_seen": 63700992 }, { "epoch": 0.02, "learning_rate": 0.000990591775325978, "loss": 2.5233, "theoretical_loss": 5.118004937598793, "tokens_seen": 63766528 }, { "epoch": 0.02, "learning_rate": 0.0009905717151454363, "loss": 2.4831, "theoretical_loss": 5.1172340369949545, "tokens_seen": 63832064 }, { "epoch": 0.02, "learning_rate": 0.0009905516549648947, "loss": 2.5658, "theoretical_loss": 5.116464148819206, "tokens_seen": 63897600 }, { "epoch": 0.02, "learning_rate": 0.000990531594784353, "loss": 2.5614, "theoretical_loss": 5.115695270705579, "tokens_seen": 63963136 }, { "epoch": 0.02, "learning_rate": 0.0009905115346038114, "loss": 2.3751, "theoretical_loss": 5.114927400296046, "tokens_seen": 64028672 }, { "epoch": 0.02, "learning_rate": 0.0009904914744232698, "loss": 2.4838, "theoretical_loss": 5.114160535240492, "tokens_seen": 64094208 }, { "epoch": 0.02, "learning_rate": 0.0009904714142427282, "loss": 2.5281, "theoretical_loss": 5.113394673196682, "tokens_seen": 64159744 }, { "epoch": 0.02, "learning_rate": 0.0009904513540621865, "loss": 2.4431, "theoretical_loss": 5.112629811830217, "tokens_seen": 64225280 }, { "epoch": 0.02, "learning_rate": 0.000990431293881645, "loss": 2.4407, "theoretical_loss": 5.111865948814511, "tokens_seen": 64290816 }, { "epoch": 0.02, "learning_rate": 0.0009904112337011032, "loss": 2.4222, "theoretical_loss": 5.111103081830752, "tokens_seen": 64356352 }, { "epoch": 0.02, "learning_rate": 0.0009903911735205618, "loss": 2.545, "theoretical_loss": 5.1103412085678634, "tokens_seen": 64421888 }, { "epoch": 0.02, "learning_rate": 0.00099037111334002, "loss": 2.5683, "theoretical_loss": 5.10958032672248, "tokens_seen": 64487424 }, { "epoch": 0.02, "learning_rate": 0.0009903510531594785, "loss": 2.572, "theoretical_loss": 5.108820433998908, "tokens_seen": 64552960 }, { "epoch": 0.02, "learning_rate": 0.000990330992978937, "loss": 2.381, "theoretical_loss": 5.108061528109092, "tokens_seen": 64618496 }, { "epoch": 0.02, "learning_rate": 0.0009903109327983953, "loss": 2.4737, "theoretical_loss": 5.107303606772582, "tokens_seen": 64684032 }, { "epoch": 0.02, "learning_rate": 0.0009902908726178536, "loss": 2.4322, "theoretical_loss": 5.106546667716508, "tokens_seen": 64749568 }, { "epoch": 0.02, "learning_rate": 0.000990270812437312, "loss": 2.592, "theoretical_loss": 5.1057907086755305, "tokens_seen": 64815104 }, { "epoch": 0.02, "learning_rate": 0.0009902507522567704, "loss": 2.5258, "theoretical_loss": 5.105035727391828, "tokens_seen": 64880640 }, { "epoch": 0.02, "learning_rate": 0.0009902306920762287, "loss": 2.6152, "theoretical_loss": 5.104281721615046, "tokens_seen": 64946176 }, { "epoch": 0.02, "learning_rate": 0.000990210631895687, "loss": 2.5266, "theoretical_loss": 5.103528689102281, "tokens_seen": 65011712 }, { "epoch": 0.02, "learning_rate": 0.0009901905717151454, "loss": 2.5043, "theoretical_loss": 5.102776627618036, "tokens_seen": 65077248 }, { "epoch": 0.02, "learning_rate": 0.0009901705115346038, "loss": 2.5268, "theoretical_loss": 5.102025534934196, "tokens_seen": 65142784 }, { "epoch": 0.02, "learning_rate": 0.0009901504513540622, "loss": 2.5599, "theoretical_loss": 5.10127540882999, "tokens_seen": 65208320 }, { "epoch": 0.02, "learning_rate": 0.0009901303911735205, "loss": 2.403, "theoretical_loss": 5.100526247091967, "tokens_seen": 65273856 }, { "epoch": 0.02, "learning_rate": 0.000990110330992979, "loss": 2.4966, "theoretical_loss": 5.099778047513957, "tokens_seen": 65339392 }, { "epoch": 0.02, "learning_rate": 0.0009900902708124373, "loss": 2.5187, "theoretical_loss": 5.099030807897048, "tokens_seen": 65404928 }, { "epoch": 0.02, "learning_rate": 0.0009900702106318958, "loss": 2.5642, "theoretical_loss": 5.098284526049547, "tokens_seen": 65470464 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.49179795384407043, "objective/train/docs_used": 31526, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.5606729984283447, "objective/train/original_loss": 2.5606727600097656, "objective/train/theoretical_loss": 5.097539199786951, "objective/train/tokens_used": 85996000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24245329201221466, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504124164581299, "objective/train/weighted_lm_loss": 2.6897695064544678, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9753099083900452, "theoretical_loss": 5.097539199786951, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.000990050150451354, "loss": 2.5972, "theoretical_loss": 5.097539199786951, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.0009900300902708126, "loss": 2.5759, "theoretical_loss": 5.096794826931921, "tokens_seen": 65601536 }, { "epoch": 0.02, "learning_rate": 0.0009900100300902707, "loss": 2.5983, "theoretical_loss": 5.096051405314247, "tokens_seen": 65667072 }, { "epoch": 0.02, "learning_rate": 0.0009899899699097293, "loss": 2.6292, "theoretical_loss": 5.095308932770816, "tokens_seen": 65732608 }, { "epoch": 0.02, "learning_rate": 0.0009899699097291876, "loss": 2.4965, "theoretical_loss": 5.094567407145588, "tokens_seen": 65798144 }, { "epoch": 0.02, "learning_rate": 0.000989949849548646, "loss": 2.4289, "theoretical_loss": 5.093826826289559, "tokens_seen": 65863680 }, { "epoch": 0.02, "learning_rate": 0.0009899297893681044, "loss": 2.5533, "theoretical_loss": 5.093087188060739, "tokens_seen": 65929216 }, { "epoch": 0.02, "learning_rate": 0.0009899097291875627, "loss": 2.4959, "theoretical_loss": 5.09234849032411, "tokens_seen": 65994752 }, { "epoch": 0.02, "learning_rate": 0.000989889669007021, "loss": 2.4689, "theoretical_loss": 5.09161073095161, "tokens_seen": 66060288 }, { "epoch": 0.02, "learning_rate": 0.0009898696088264795, "loss": 2.4506, "theoretical_loss": 5.090873907822093, "tokens_seen": 66125824 }, { "epoch": 0.02, "learning_rate": 0.0009898495486459378, "loss": 2.408, "theoretical_loss": 5.090138018821309, "tokens_seen": 66191360 }, { "epoch": 0.02, "learning_rate": 0.0009898294884653962, "loss": 2.4846, "theoretical_loss": 5.089403061841864, "tokens_seen": 66256896 }, { "epoch": 0.02, "learning_rate": 0.0009898094282848545, "loss": 2.502, "theoretical_loss": 5.0886690347832015, "tokens_seen": 66322432 }, { "epoch": 0.02, "learning_rate": 0.000989789368104313, "loss": 2.4468, "theoretical_loss": 5.087935935551566, "tokens_seen": 66387968 }, { "epoch": 0.02, "learning_rate": 0.0009897693079237713, "loss": 2.4499, "theoretical_loss": 5.0872037620599775, "tokens_seen": 66453504 }, { "epoch": 0.02, "learning_rate": 0.0009897492477432296, "loss": 2.4336, "theoretical_loss": 5.0864725122282035, "tokens_seen": 66519040 }, { "epoch": 0.02, "learning_rate": 0.000989729187562688, "loss": 2.5683, "theoretical_loss": 5.0857421839827275, "tokens_seen": 66584576 }, { "epoch": 0.02, "learning_rate": 0.0009897091273821466, "loss": 2.4402, "theoretical_loss": 5.085012775256727, "tokens_seen": 66650112 }, { "epoch": 0.02, "learning_rate": 0.0009896890672016047, "loss": 2.441, "theoretical_loss": 5.084284283990035, "tokens_seen": 66715648 }, { "epoch": 0.02, "learning_rate": 0.0009896690070210633, "loss": 2.4647, "theoretical_loss": 5.083556708129126, "tokens_seen": 66781184 }, { "epoch": 0.02, "learning_rate": 0.0009896489468405214, "loss": 2.3144, "theoretical_loss": 5.082830045627072, "tokens_seen": 66846720 }, { "epoch": 0.02, "learning_rate": 0.00098962888665998, "loss": 2.4836, "theoretical_loss": 5.08210429444353, "tokens_seen": 66912256 }, { "epoch": 0.02, "learning_rate": 0.0009896088264794384, "loss": 2.4112, "theoretical_loss": 5.081379452544702, "tokens_seen": 66977792 }, { "epoch": 0.02, "learning_rate": 0.0009895887662988967, "loss": 2.5422, "theoretical_loss": 5.080655517903319, "tokens_seen": 67043328 }, { "epoch": 0.02, "learning_rate": 0.000989568706118355, "loss": 2.4475, "theoretical_loss": 5.079932488498602, "tokens_seen": 67108864 }, { "epoch": 0.02, "learning_rate": 0.0009895486459378135, "loss": 2.6382, "theoretical_loss": 5.079210362316245, "tokens_seen": 67174400 }, { "epoch": 0.02, "learning_rate": 0.0009895285857572718, "loss": 2.4146, "theoretical_loss": 5.078489137348383, "tokens_seen": 67239936 }, { "epoch": 0.02, "learning_rate": 0.0009895085255767302, "loss": 2.4907, "theoretical_loss": 5.077768811593563, "tokens_seen": 67305472 }, { "epoch": 0.02, "learning_rate": 0.0009894884653961886, "loss": 2.3637, "theoretical_loss": 5.077049383056725, "tokens_seen": 67371008 }, { "epoch": 0.02, "learning_rate": 0.000989468405215647, "loss": 2.3986, "theoretical_loss": 5.076330849749166, "tokens_seen": 67436544 }, { "epoch": 0.02, "learning_rate": 0.0009894483450351055, "loss": 2.5128, "theoretical_loss": 5.0756132096885205, "tokens_seen": 67502080 }, { "epoch": 0.02, "learning_rate": 0.0009894282848545636, "loss": 2.6255, "theoretical_loss": 5.0748964608987315, "tokens_seen": 67567616 }, { "epoch": 0.02, "learning_rate": 0.0009894082246740222, "loss": 2.5026, "theoretical_loss": 5.074180601410026, "tokens_seen": 67633152 }, { "epoch": 0.02, "learning_rate": 0.0009893881644934804, "loss": 2.3306, "theoretical_loss": 5.073465629258886, "tokens_seen": 67698688 }, { "epoch": 0.02, "learning_rate": 0.000989368104312939, "loss": 2.4388, "theoretical_loss": 5.072751542488024, "tokens_seen": 67764224 }, { "epoch": 0.02, "learning_rate": 0.0009893480441323973, "loss": 2.4484, "theoretical_loss": 5.072038339146357, "tokens_seen": 67829760 }, { "epoch": 0.02, "learning_rate": 0.0009893279839518557, "loss": 2.3594, "theoretical_loss": 5.0713260172889845, "tokens_seen": 67895296 }, { "epoch": 0.02, "learning_rate": 0.000989307923771314, "loss": 2.4074, "theoretical_loss": 5.070614574977157, "tokens_seen": 67960832 }, { "epoch": 0.02, "learning_rate": 0.0009892878635907724, "loss": 2.4488, "theoretical_loss": 5.069904010278254, "tokens_seen": 68026368 }, { "epoch": 0.02, "learning_rate": 0.0009892678034102308, "loss": 2.3926, "theoretical_loss": 5.069194321265758, "tokens_seen": 68091904 }, { "epoch": 0.02, "learning_rate": 0.0009892477432296891, "loss": 2.2627, "theoretical_loss": 5.068485506019231, "tokens_seen": 68157440 }, { "epoch": 0.02, "learning_rate": 0.0009892276830491475, "loss": 2.3413, "theoretical_loss": 5.0677775626242845, "tokens_seen": 68222976 }, { "epoch": 0.02, "learning_rate": 0.0009892076228686058, "loss": 2.4958, "theoretical_loss": 5.067070489172562, "tokens_seen": 68288512 }, { "epoch": 0.02, "learning_rate": 0.0009891875626880642, "loss": 2.3923, "theoretical_loss": 5.066364283761709, "tokens_seen": 68354048 }, { "epoch": 0.02, "learning_rate": 0.0009891675025075226, "loss": 2.4773, "theoretical_loss": 5.06565894449535, "tokens_seen": 68419584 }, { "epoch": 0.02, "learning_rate": 0.000989147442326981, "loss": 2.3944, "theoretical_loss": 5.064954469483064, "tokens_seen": 68485120 }, { "epoch": 0.02, "learning_rate": 0.0009891273821464393, "loss": 2.4673, "theoretical_loss": 5.064250856840359, "tokens_seen": 68550656 }, { "epoch": 0.02, "learning_rate": 0.0009891073219658977, "loss": 2.5153, "theoretical_loss": 5.06354810468865, "tokens_seen": 68616192 }, { "epoch": 0.02, "learning_rate": 0.0009890872617853562, "loss": 2.367, "theoretical_loss": 5.06284621115523, "tokens_seen": 68681728 }, { "epoch": 0.02, "learning_rate": 0.0009890672016048144, "loss": 2.4625, "theoretical_loss": 5.062145174373255, "tokens_seen": 68747264 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.49227413535118103, "objective/train/docs_used": 32629, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.2441399097442627, "objective/train/original_loss": 2.2441399097442627, "objective/train/theoretical_loss": 5.061444992481711, "objective/train/tokens_used": 89272800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24276849627494812, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504614114761353, "objective/train/weighted_lm_loss": 2.3572661876678467, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.061444992481711, "tokens_seen": 68812800 }, { "epoch": 0.02, "learning_rate": 0.000989047141424273, "loss": 2.4288, "theoretical_loss": 5.061444992481711, "tokens_seen": 68812800 }, { "epoch": 0.02, "learning_rate": 0.000989027081243731, "loss": 2.5382, "theoretical_loss": 5.060745663625397, "tokens_seen": 68878336 }, { "epoch": 0.02, "learning_rate": 0.0009890070210631897, "loss": 2.5068, "theoretical_loss": 5.060047185954893, "tokens_seen": 68943872 }, { "epoch": 0.02, "learning_rate": 0.000988986960882648, "loss": 2.3632, "theoretical_loss": 5.059349557626547, "tokens_seen": 69009408 }, { "epoch": 0.02, "learning_rate": 0.0009889669007021064, "loss": 2.346, "theoretical_loss": 5.058652776802443, "tokens_seen": 69074944 }, { "epoch": 0.02, "learning_rate": 0.0009889468405215648, "loss": 2.4677, "theoretical_loss": 5.057956841650385, "tokens_seen": 69140480 }, { "epoch": 0.02, "learning_rate": 0.0009889267803410231, "loss": 2.471, "theoretical_loss": 5.057261750343864, "tokens_seen": 69206016 }, { "epoch": 0.02, "learning_rate": 0.0009889067201604815, "loss": 2.3835, "theoretical_loss": 5.0565675010620454, "tokens_seen": 69271552 }, { "epoch": 0.02, "learning_rate": 0.0009888866599799399, "loss": 2.319, "theoretical_loss": 5.05587409198974, "tokens_seen": 69337088 }, { "epoch": 0.02, "learning_rate": 0.0009888665997993982, "loss": 2.5456, "theoretical_loss": 5.055181521317383, "tokens_seen": 69402624 }, { "epoch": 0.02, "learning_rate": 0.0009888465396188566, "loss": 2.4407, "theoretical_loss": 5.0544897872410095, "tokens_seen": 69468160 }, { "epoch": 0.02, "learning_rate": 0.000988826479438315, "loss": 2.3936, "theoretical_loss": 5.053798887962236, "tokens_seen": 69533696 }, { "epoch": 0.02, "learning_rate": 0.0009888064192577733, "loss": 2.3531, "theoretical_loss": 5.053108821688232, "tokens_seen": 69599232 }, { "epoch": 0.02, "learning_rate": 0.0009887863590772317, "loss": 2.4097, "theoretical_loss": 5.052419586631703, "tokens_seen": 69664768 }, { "epoch": 0.02, "learning_rate": 0.00098876629889669, "loss": 2.4689, "theoretical_loss": 5.051731181010866, "tokens_seen": 69730304 }, { "epoch": 0.02, "learning_rate": 0.0009887462387161484, "loss": 2.3541, "theoretical_loss": 5.051043603049426, "tokens_seen": 69795840 }, { "epoch": 0.02, "learning_rate": 0.000988726178535607, "loss": 2.3945, "theoretical_loss": 5.0503568509765575, "tokens_seen": 69861376 }, { "epoch": 0.02, "learning_rate": 0.0009887061183550651, "loss": 2.3833, "theoretical_loss": 5.049670923026879, "tokens_seen": 69926912 }, { "epoch": 0.02, "learning_rate": 0.0009886860581745237, "loss": 2.3977, "theoretical_loss": 5.048985817440432, "tokens_seen": 69992448 }, { "epoch": 0.02, "learning_rate": 0.0009886659979939818, "loss": 2.4533, "theoretical_loss": 5.048301532462662, "tokens_seen": 70057984 }, { "epoch": 0.02, "learning_rate": 0.0009886459378134404, "loss": 2.5417, "theoretical_loss": 5.047618066344392, "tokens_seen": 70123520 }, { "epoch": 0.02, "learning_rate": 0.0009886258776328988, "loss": 2.3964, "theoretical_loss": 5.046935417341806, "tokens_seen": 70189056 }, { "epoch": 0.02, "learning_rate": 0.0009886058174523571, "loss": 2.4526, "theoretical_loss": 5.046253583716425, "tokens_seen": 70254592 }, { "epoch": 0.02, "learning_rate": 0.0009885857572718155, "loss": 2.425, "theoretical_loss": 5.045572563735084, "tokens_seen": 70320128 }, { "epoch": 0.02, "learning_rate": 0.0009885656970912739, "loss": 2.3847, "theoretical_loss": 5.0448923556699174, "tokens_seen": 70385664 }, { "epoch": 0.02, "learning_rate": 0.0009885456369107322, "loss": 2.458, "theoretical_loss": 5.044212957798328, "tokens_seen": 70451200 }, { "epoch": 0.02, "learning_rate": 0.0009885255767301906, "loss": 2.3902, "theoretical_loss": 5.043534368402973, "tokens_seen": 70516736 }, { "epoch": 0.02, "learning_rate": 0.000988505516549649, "loss": 2.2822, "theoretical_loss": 5.042856585771746, "tokens_seen": 70582272 }, { "epoch": 0.02, "learning_rate": 0.0009884854563691073, "loss": 2.3476, "theoretical_loss": 5.0421796081977455, "tokens_seen": 70647808 }, { "epoch": 0.02, "learning_rate": 0.0009884653961885657, "loss": 2.4328, "theoretical_loss": 5.041503433979264, "tokens_seen": 70713344 }, { "epoch": 0.02, "learning_rate": 0.000988445336008024, "loss": 2.5019, "theoretical_loss": 5.040828061419762, "tokens_seen": 70778880 }, { "epoch": 0.02, "learning_rate": 0.0009884252758274824, "loss": 2.4293, "theoretical_loss": 5.040153488827851, "tokens_seen": 70844416 }, { "epoch": 0.02, "learning_rate": 0.0009884052156469408, "loss": 2.5365, "theoretical_loss": 5.039479714517272, "tokens_seen": 70909952 }, { "epoch": 0.02, "learning_rate": 0.0009883851554663991, "loss": 2.4693, "theoretical_loss": 5.038806736806871, "tokens_seen": 70975488 }, { "epoch": 0.02, "learning_rate": 0.0009883650952858577, "loss": 2.3275, "theoretical_loss": 5.038134554020587, "tokens_seen": 71041024 }, { "epoch": 0.02, "learning_rate": 0.0009883450351053159, "loss": 2.3314, "theoretical_loss": 5.037463164487425, "tokens_seen": 71106560 }, { "epoch": 0.02, "learning_rate": 0.0009883249749247744, "loss": 2.3667, "theoretical_loss": 5.036792566541441, "tokens_seen": 71172096 }, { "epoch": 0.02, "learning_rate": 0.0009883049147442326, "loss": 2.3339, "theoretical_loss": 5.036122758521715, "tokens_seen": 71237632 }, { "epoch": 0.02, "learning_rate": 0.0009882848545636912, "loss": 2.5154, "theoretical_loss": 5.03545373877234, "tokens_seen": 71303168 }, { "epoch": 0.02, "learning_rate": 0.0009882647943831495, "loss": 2.4845, "theoretical_loss": 5.034785505642397, "tokens_seen": 71368704 }, { "epoch": 0.02, "learning_rate": 0.0009882447342026079, "loss": 2.4743, "theoretical_loss": 5.034118057485935, "tokens_seen": 71434240 }, { "epoch": 0.02, "learning_rate": 0.0009882246740220662, "loss": 2.5096, "theoretical_loss": 5.033451392661957, "tokens_seen": 71499776 }, { "epoch": 0.02, "learning_rate": 0.0009882046138415246, "loss": 2.3763, "theoretical_loss": 5.032785509534391, "tokens_seen": 71565312 }, { "epoch": 0.02, "learning_rate": 0.000988184553660983, "loss": 2.4245, "theoretical_loss": 5.032120406472082, "tokens_seen": 71630848 }, { "epoch": 0.02, "learning_rate": 0.0009881644934804413, "loss": 2.4523, "theoretical_loss": 5.031456081848761, "tokens_seen": 71696384 }, { "epoch": 0.02, "learning_rate": 0.0009881444332998997, "loss": 2.2822, "theoretical_loss": 5.030792534043039, "tokens_seen": 71761920 }, { "epoch": 0.02, "learning_rate": 0.000988124373119358, "loss": 2.4078, "theoretical_loss": 5.030129761438376, "tokens_seen": 71827456 }, { "epoch": 0.02, "learning_rate": 0.0009881043129388164, "loss": 2.4901, "theoretical_loss": 5.029467762423069, "tokens_seen": 71892992 }, { "epoch": 0.02, "learning_rate": 0.0009880842527582748, "loss": 2.4351, "theoretical_loss": 5.028806535390228, "tokens_seen": 71958528 }, { "epoch": 0.02, "learning_rate": 0.0009880641925777331, "loss": 2.4051, "theoretical_loss": 5.028146078737766, "tokens_seen": 72024064 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.49358925223350525, "objective/train/docs_used": 33987, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.276097536087036, "objective/train/original_loss": 2.2760977745056152, "objective/train/theoretical_loss": 5.0274863908683685, "objective/train/tokens_used": 92549600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24399147927761078, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050599455833435, "objective/train/weighted_lm_loss": 2.3911280632019043, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 5.0274863908683685, "tokens_seen": 72089600 }, { "epoch": 0.02, "learning_rate": 0.0009880441323971915, "loss": 2.258, "theoretical_loss": 5.0274863908683685, "tokens_seen": 72089600 }, { "epoch": 0.02, "learning_rate": 0.0009880240722166499, "loss": 2.4077, "theoretical_loss": 5.026827470189487, "tokens_seen": 72155136 }, { "epoch": 0.02, "learning_rate": 0.0009880040120361084, "loss": 2.4191, "theoretical_loss": 5.026169315113311, "tokens_seen": 72220672 }, { "epoch": 0.02, "learning_rate": 0.0009879839518555668, "loss": 2.3911, "theoretical_loss": 5.025511924056753, "tokens_seen": 72286208 }, { "epoch": 0.02, "learning_rate": 0.0009879638916750252, "loss": 2.5566, "theoretical_loss": 5.024855295441432, "tokens_seen": 72351744 }, { "epoch": 0.02, "learning_rate": 0.0009879438314944835, "loss": 2.3835, "theoretical_loss": 5.024199427693654, "tokens_seen": 72417280 }, { "epoch": 0.02, "learning_rate": 0.000987923771313942, "loss": 2.4704, "theoretical_loss": 5.023544319244391, "tokens_seen": 72482816 }, { "epoch": 0.02, "learning_rate": 0.0009879037111334003, "loss": 2.3699, "theoretical_loss": 5.0228899685292685, "tokens_seen": 72548352 }, { "epoch": 0.02, "learning_rate": 0.0009878836509528586, "loss": 2.1989, "theoretical_loss": 5.022236373988544, "tokens_seen": 72613888 }, { "epoch": 0.02, "learning_rate": 0.000987863590772317, "loss": 2.4072, "theoretical_loss": 5.021583534067085, "tokens_seen": 72679424 }, { "epoch": 0.02, "learning_rate": 0.0009878435305917753, "loss": 2.3943, "theoretical_loss": 5.020931447214364, "tokens_seen": 72744960 }, { "epoch": 0.02, "learning_rate": 0.0009878234704112337, "loss": 2.4555, "theoretical_loss": 5.020280111884426, "tokens_seen": 72810496 }, { "epoch": 0.02, "learning_rate": 0.000987803410230692, "loss": 2.3937, "theoretical_loss": 5.01962952653588, "tokens_seen": 72876032 }, { "epoch": 0.02, "learning_rate": 0.0009877833500501504, "loss": 2.2974, "theoretical_loss": 5.018979689631879, "tokens_seen": 72941568 }, { "epoch": 0.02, "learning_rate": 0.0009877632898696088, "loss": 2.2553, "theoretical_loss": 5.018330599640101, "tokens_seen": 73007104 }, { "epoch": 0.02, "learning_rate": 0.0009877432296890674, "loss": 2.3621, "theoretical_loss": 5.017682255032735, "tokens_seen": 73072640 }, { "epoch": 0.02, "learning_rate": 0.0009877231695085255, "loss": 2.5088, "theoretical_loss": 5.017034654286462, "tokens_seen": 73138176 }, { "epoch": 0.02, "learning_rate": 0.000987703109327984, "loss": 2.4084, "theoretical_loss": 5.0163877958824346, "tokens_seen": 73203712 }, { "epoch": 0.02, "learning_rate": 0.0009876830491474422, "loss": 2.4194, "theoretical_loss": 5.0157416783062665, "tokens_seen": 73269248 }, { "epoch": 0.02, "learning_rate": 0.0009876629889669008, "loss": 2.4157, "theoretical_loss": 5.015096300048009, "tokens_seen": 73334784 }, { "epoch": 0.02, "learning_rate": 0.0009876429287863592, "loss": 2.4174, "theoretical_loss": 5.0144516596021385, "tokens_seen": 73400320 }, { "epoch": 0.02, "learning_rate": 0.0009876228686058175, "loss": 2.205, "theoretical_loss": 5.013807755467537, "tokens_seen": 73465856 }, { "epoch": 0.02, "learning_rate": 0.000987602808425276, "loss": 2.2951, "theoretical_loss": 5.013164586147477, "tokens_seen": 73531392 }, { "epoch": 0.02, "learning_rate": 0.0009875827482447343, "loss": 2.3731, "theoretical_loss": 5.012522150149602, "tokens_seen": 73596928 }, { "epoch": 0.02, "learning_rate": 0.0009875626880641926, "loss": 2.4183, "theoretical_loss": 5.011880445985916, "tokens_seen": 73662464 }, { "epoch": 0.02, "learning_rate": 0.000987542627883651, "loss": 2.3, "theoretical_loss": 5.011239472172758, "tokens_seen": 73728000 }, { "epoch": 0.02, "learning_rate": 0.0009875225677031094, "loss": 2.5542, "theoretical_loss": 5.010599227230792, "tokens_seen": 73793536 }, { "epoch": 0.02, "learning_rate": 0.0009875025075225677, "loss": 2.5132, "theoretical_loss": 5.009959709684992, "tokens_seen": 73859072 }, { "epoch": 0.02, "learning_rate": 0.000987482447342026, "loss": 2.409, "theoretical_loss": 5.009320918064615, "tokens_seen": 73924608 }, { "epoch": 0.02, "learning_rate": 0.0009874623871614844, "loss": 2.4014, "theoretical_loss": 5.008682850903201, "tokens_seen": 73990144 }, { "epoch": 0.02, "learning_rate": 0.0009874423269809428, "loss": 2.4533, "theoretical_loss": 5.00804550673854, "tokens_seen": 74055680 }, { "epoch": 0.02, "learning_rate": 0.0009874222668004012, "loss": 2.309, "theoretical_loss": 5.007408884112671, "tokens_seen": 74121216 }, { "epoch": 0.02, "learning_rate": 0.0009874022066198595, "loss": 2.5961, "theoretical_loss": 5.006772981571855, "tokens_seen": 74186752 }, { "epoch": 0.02, "learning_rate": 0.0009873821464393181, "loss": 2.4414, "theoretical_loss": 5.006137797666559, "tokens_seen": 74252288 }, { "epoch": 0.02, "learning_rate": 0.0009873620862587763, "loss": 2.2648, "theoretical_loss": 5.005503330951454, "tokens_seen": 74317824 }, { "epoch": 0.02, "learning_rate": 0.0009873420260782348, "loss": 2.4416, "theoretical_loss": 5.004869579985381, "tokens_seen": 74383360 }, { "epoch": 0.02, "learning_rate": 0.000987321965897693, "loss": 2.3453, "theoretical_loss": 5.004236543331345, "tokens_seen": 74448896 }, { "epoch": 0.02, "learning_rate": 0.0009873019057171516, "loss": 2.3843, "theoretical_loss": 5.0036042195565, "tokens_seen": 74514432 }, { "epoch": 0.02, "learning_rate": 0.00098728184553661, "loss": 2.3351, "theoretical_loss": 5.002972607232129, "tokens_seen": 74579968 }, { "epoch": 0.02, "learning_rate": 0.0009872617853560683, "loss": 2.3041, "theoretical_loss": 5.002341704933631, "tokens_seen": 74645504 }, { "epoch": 0.02, "learning_rate": 0.0009872417251755266, "loss": 2.4829, "theoretical_loss": 5.001711511240506, "tokens_seen": 74711040 }, { "epoch": 0.02, "learning_rate": 0.000987221664994985, "loss": 2.3724, "theoretical_loss": 5.0010820247363394, "tokens_seen": 74776576 }, { "epoch": 0.02, "learning_rate": 0.0009872016048144434, "loss": 2.3896, "theoretical_loss": 5.000453244008782, "tokens_seen": 74842112 }, { "epoch": 0.02, "learning_rate": 0.0009871815446339017, "loss": 2.4098, "theoretical_loss": 4.9998251676495435, "tokens_seen": 74907648 }, { "epoch": 0.02, "learning_rate": 0.00098716148445336, "loss": 2.425, "theoretical_loss": 4.999197794254371, "tokens_seen": 74973184 }, { "epoch": 0.02, "learning_rate": 0.0009871414242728185, "loss": 2.5423, "theoretical_loss": 4.998571122423035, "tokens_seen": 75038720 }, { "epoch": 0.02, "learning_rate": 0.0009871213640922768, "loss": 2.2918, "theoretical_loss": 4.997945150759316, "tokens_seen": 75104256 }, { "epoch": 0.02, "learning_rate": 0.0009871013039117352, "loss": 2.3774, "theoretical_loss": 4.997319877870986, "tokens_seen": 75169792 }, { "epoch": 0.02, "learning_rate": 0.0009870812437311935, "loss": 2.3024, "theoretical_loss": 4.9966953023697975, "tokens_seen": 75235328 }, { "epoch": 0.02, "learning_rate": 0.000987061183550652, "loss": 2.4583, "theoretical_loss": 4.99607142287147, "tokens_seen": 75300864 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.49300244450569153, "objective/train/docs_used": 35047, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.2772889137268066, "objective/train/original_loss": 2.2772884368896484, "objective/train/theoretical_loss": 4.995448237995667, "objective/train/tokens_used": 95826400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24339433014392853, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505375862121582, "objective/train/weighted_lm_loss": 2.392406463623047, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.995448237995667, "tokens_seen": 75366400 }, { "epoch": 0.02, "learning_rate": 0.0009870411233701103, "loss": 2.4079, "theoretical_loss": 4.995448237995667, "tokens_seen": 75366400 }, { "epoch": 0.02, "learning_rate": 0.0009870210631895688, "loss": 2.3811, "theoretical_loss": 4.994825746365992, "tokens_seen": 75431936 }, { "epoch": 0.02, "learning_rate": 0.000987001003009027, "loss": 2.4155, "theoretical_loss": 4.994203946609964, "tokens_seen": 75497472 }, { "epoch": 0.02, "learning_rate": 0.0009869809428284856, "loss": 2.2558, "theoretical_loss": 4.993582837359012, "tokens_seen": 75563008 }, { "epoch": 0.02, "learning_rate": 0.0009869608826479437, "loss": 2.4505, "theoretical_loss": 4.992962417248453, "tokens_seen": 75628544 }, { "epoch": 0.02, "learning_rate": 0.0009869408224674023, "loss": 2.4398, "theoretical_loss": 4.992342684917482, "tokens_seen": 75694080 }, { "epoch": 0.02, "learning_rate": 0.0009869207622868607, "loss": 2.2416, "theoretical_loss": 4.991723639009154, "tokens_seen": 75759616 }, { "epoch": 0.02, "learning_rate": 0.000986900702106319, "loss": 2.2164, "theoretical_loss": 4.991105278170377, "tokens_seen": 75825152 }, { "epoch": 0.02, "learning_rate": 0.0009868806419257774, "loss": 2.5057, "theoretical_loss": 4.990487601051887, "tokens_seen": 75890688 }, { "epoch": 0.02, "learning_rate": 0.0009868605817452357, "loss": 2.4679, "theoretical_loss": 4.989870606308244, "tokens_seen": 75956224 }, { "epoch": 0.02, "learning_rate": 0.000986840521564694, "loss": 2.3433, "theoretical_loss": 4.989254292597813, "tokens_seen": 76021760 }, { "epoch": 0.02, "learning_rate": 0.0009868204613841525, "loss": 2.5069, "theoretical_loss": 4.9886386585827465, "tokens_seen": 76087296 }, { "epoch": 0.02, "learning_rate": 0.0009868004012036108, "loss": 2.4961, "theoretical_loss": 4.988023702928979, "tokens_seen": 76152832 }, { "epoch": 0.02, "learning_rate": 0.0009867803410230692, "loss": 2.3971, "theoretical_loss": 4.9874094243062075, "tokens_seen": 76218368 }, { "epoch": 0.02, "learning_rate": 0.0009867602808425276, "loss": 2.4396, "theoretical_loss": 4.986795821387878, "tokens_seen": 76283904 }, { "epoch": 0.02, "learning_rate": 0.000986740220661986, "loss": 2.4312, "theoretical_loss": 4.986182892851171, "tokens_seen": 76349440 }, { "epoch": 0.02, "learning_rate": 0.0009867201604814443, "loss": 2.3369, "theoretical_loss": 4.985570637376993, "tokens_seen": 76414976 }, { "epoch": 0.02, "learning_rate": 0.0009867001003009026, "loss": 2.3453, "theoretical_loss": 4.984959053649959, "tokens_seen": 76480512 }, { "epoch": 0.02, "learning_rate": 0.000986680040120361, "loss": 2.3224, "theoretical_loss": 4.984348140358374, "tokens_seen": 76546048 }, { "epoch": 0.02, "learning_rate": 0.0009866599799398196, "loss": 2.3089, "theoretical_loss": 4.983737896194229, "tokens_seen": 76611584 }, { "epoch": 0.02, "learning_rate": 0.0009866399197592777, "loss": 2.3881, "theoretical_loss": 4.983128319853182, "tokens_seen": 76677120 }, { "epoch": 0.02, "learning_rate": 0.0009866198595787363, "loss": 2.3237, "theoretical_loss": 4.982519410034545, "tokens_seen": 76742656 }, { "epoch": 0.02, "learning_rate": 0.0009865997993981945, "loss": 2.2656, "theoretical_loss": 4.981911165441273, "tokens_seen": 76808192 }, { "epoch": 0.02, "learning_rate": 0.000986579739217653, "loss": 2.358, "theoretical_loss": 4.981303584779946, "tokens_seen": 76873728 }, { "epoch": 0.02, "learning_rate": 0.0009865596790371114, "loss": 2.4148, "theoretical_loss": 4.980696666760761, "tokens_seen": 76939264 }, { "epoch": 0.02, "learning_rate": 0.0009865396188565698, "loss": 2.3153, "theoretical_loss": 4.980090410097517, "tokens_seen": 77004800 }, { "epoch": 0.02, "learning_rate": 0.0009865195586760281, "loss": 2.3638, "theoretical_loss": 4.979484813507599, "tokens_seen": 77070336 }, { "epoch": 0.02, "learning_rate": 0.0009864994984954865, "loss": 2.3893, "theoretical_loss": 4.97887987571197, "tokens_seen": 77135872 }, { "epoch": 0.02, "learning_rate": 0.0009864794383149448, "loss": 2.2725, "theoretical_loss": 4.9782755954351545, "tokens_seen": 77201408 }, { "epoch": 0.02, "learning_rate": 0.0009864593781344032, "loss": 2.3585, "theoretical_loss": 4.977671971405225, "tokens_seen": 77266944 }, { "epoch": 0.02, "learning_rate": 0.0009864393179538616, "loss": 2.3069, "theoretical_loss": 4.977069002353792, "tokens_seen": 77332480 }, { "epoch": 0.02, "learning_rate": 0.00098641925777332, "loss": 2.3565, "theoretical_loss": 4.976466687015991, "tokens_seen": 77398016 }, { "epoch": 0.02, "learning_rate": 0.0009863991975927785, "loss": 2.375, "theoretical_loss": 4.975865024130467, "tokens_seen": 77463552 }, { "epoch": 0.02, "learning_rate": 0.0009863791374122367, "loss": 2.2839, "theoretical_loss": 4.975264012439363, "tokens_seen": 77529088 }, { "epoch": 0.02, "learning_rate": 0.0009863590772316952, "loss": 2.3887, "theoretical_loss": 4.974663650688306, "tokens_seen": 77594624 }, { "epoch": 0.02, "learning_rate": 0.0009863390170511534, "loss": 2.3619, "theoretical_loss": 4.974063937626402, "tokens_seen": 77660160 }, { "epoch": 0.02, "learning_rate": 0.000986318956870612, "loss": 2.3161, "theoretical_loss": 4.973464872006213, "tokens_seen": 77725696 }, { "epoch": 0.02, "learning_rate": 0.0009862988966900703, "loss": 2.2241, "theoretical_loss": 4.972866452583748, "tokens_seen": 77791232 }, { "epoch": 0.02, "learning_rate": 0.0009862788365095287, "loss": 2.5561, "theoretical_loss": 4.972268678118454, "tokens_seen": 77856768 }, { "epoch": 0.02, "learning_rate": 0.000986258776328987, "loss": 2.2846, "theoretical_loss": 4.971671547373202, "tokens_seen": 77922304 }, { "epoch": 0.02, "learning_rate": 0.0009862387161484454, "loss": 2.3102, "theoretical_loss": 4.971075059114272, "tokens_seen": 77987840 }, { "epoch": 0.02, "learning_rate": 0.0009862186559679038, "loss": 2.2737, "theoretical_loss": 4.970479212111342, "tokens_seen": 78053376 }, { "epoch": 0.02, "learning_rate": 0.0009861985957873621, "loss": 2.2125, "theoretical_loss": 4.969884005137479, "tokens_seen": 78118912 }, { "epoch": 0.02, "learning_rate": 0.0009861785356068205, "loss": 2.4044, "theoretical_loss": 4.969289436969124, "tokens_seen": 78184448 }, { "epoch": 0.02, "learning_rate": 0.0009861584754262789, "loss": 2.3445, "theoretical_loss": 4.968695506386077, "tokens_seen": 78249984 }, { "epoch": 0.02, "learning_rate": 0.0009861384152457372, "loss": 2.1897, "theoretical_loss": 4.968102212171493, "tokens_seen": 78315520 }, { "epoch": 0.02, "learning_rate": 0.0009861183550651956, "loss": 2.3495, "theoretical_loss": 4.967509553111862, "tokens_seen": 78381056 }, { "epoch": 0.02, "learning_rate": 0.000986098294884654, "loss": 2.197, "theoretical_loss": 4.966917527996999, "tokens_seen": 78446592 }, { "epoch": 0.02, "learning_rate": 0.0009860782347041123, "loss": 2.3427, "theoretical_loss": 4.9663261356200366, "tokens_seen": 78512128 }, { "epoch": 0.02, "learning_rate": 0.0009860581745235707, "loss": 2.339, "theoretical_loss": 4.965735374777409, "tokens_seen": 78577664 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.4910324811935425, "objective/train/docs_used": 36308, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.3306944370269775, "objective/train/original_loss": 2.3306941986083984, "objective/train/theoretical_loss": 4.96514524426884, "objective/train/tokens_used": 99103200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24158093333244324, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503313541412354, "objective/train/weighted_lm_loss": 2.448256015777588, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.96514524426884, "tokens_seen": 78643200 }, { "epoch": 0.02, "learning_rate": 0.0009860381143430292, "loss": 2.4381, "theoretical_loss": 4.96514524426884, "tokens_seen": 78643200 }, { "epoch": 0.02, "learning_rate": 0.0009860180541624874, "loss": 2.333, "theoretical_loss": 4.964555742897334, "tokens_seen": 78708736 }, { "epoch": 0.02, "learning_rate": 0.000985997993981946, "loss": 2.45, "theoretical_loss": 4.963966869469162, "tokens_seen": 78774272 }, { "epoch": 0.02, "learning_rate": 0.0009859779338014041, "loss": 2.2028, "theoretical_loss": 4.963378622793849, "tokens_seen": 78839808 }, { "epoch": 0.02, "learning_rate": 0.0009859578736208627, "loss": 2.2797, "theoretical_loss": 4.962791001684167, "tokens_seen": 78905344 }, { "epoch": 0.02, "learning_rate": 0.000985937813440321, "loss": 2.2991, "theoretical_loss": 4.962204004956117, "tokens_seen": 78970880 }, { "epoch": 0.02, "learning_rate": 0.0009859177532597794, "loss": 2.232, "theoretical_loss": 4.961617631428927, "tokens_seen": 79036416 }, { "epoch": 0.02, "learning_rate": 0.0009858976930792378, "loss": 2.2345, "theoretical_loss": 4.961031879925029, "tokens_seen": 79101952 }, { "epoch": 0.02, "learning_rate": 0.0009858776328986961, "loss": 2.3468, "theoretical_loss": 4.960446749270055, "tokens_seen": 79167488 }, { "epoch": 0.02, "learning_rate": 0.0009858575727181545, "loss": 2.348, "theoretical_loss": 4.959862238292827, "tokens_seen": 79233024 }, { "epoch": 0.02, "learning_rate": 0.0009858375125376129, "loss": 2.469, "theoretical_loss": 4.959278345825336, "tokens_seen": 79298560 }, { "epoch": 0.02, "learning_rate": 0.0009858174523570712, "loss": 2.3083, "theoretical_loss": 4.958695070702744, "tokens_seen": 79364096 }, { "epoch": 0.02, "learning_rate": 0.0009857973921765296, "loss": 2.3116, "theoretical_loss": 4.958112411763365, "tokens_seen": 79429632 }, { "epoch": 0.02, "learning_rate": 0.000985777331995988, "loss": 2.328, "theoretical_loss": 4.957530367848651, "tokens_seen": 79495168 }, { "epoch": 0.02, "learning_rate": 0.0009857572718154463, "loss": 2.4212, "theoretical_loss": 4.95694893780319, "tokens_seen": 79560704 }, { "epoch": 0.02, "learning_rate": 0.0009857372116349047, "loss": 2.325, "theoretical_loss": 4.956368120474689, "tokens_seen": 79626240 }, { "epoch": 0.02, "learning_rate": 0.000985717151454363, "loss": 2.3468, "theoretical_loss": 4.955787914713962, "tokens_seen": 79691776 }, { "epoch": 0.02, "learning_rate": 0.0009856970912738214, "loss": 2.3578, "theoretical_loss": 4.955208319374924, "tokens_seen": 79757312 }, { "epoch": 0.02, "learning_rate": 0.00098567703109328, "loss": 2.4362, "theoretical_loss": 4.954629333314573, "tokens_seen": 79822848 }, { "epoch": 0.02, "learning_rate": 0.0009856569709127381, "loss": 2.2681, "theoretical_loss": 4.954050955392988, "tokens_seen": 79888384 }, { "epoch": 0.02, "learning_rate": 0.0009856369107321967, "loss": 2.2174, "theoretical_loss": 4.953473184473312, "tokens_seen": 79953920 }, { "epoch": 0.02, "learning_rate": 0.0009856168505516549, "loss": 2.2807, "theoretical_loss": 4.952896019421743, "tokens_seen": 80019456 }, { "epoch": 0.02, "learning_rate": 0.0009855967903711134, "loss": 2.329, "theoretical_loss": 4.952319459107521, "tokens_seen": 80084992 }, { "epoch": 0.02, "learning_rate": 0.0009855767301905718, "loss": 2.2275, "theoretical_loss": 4.951743502402923, "tokens_seen": 80150528 }, { "epoch": 0.02, "learning_rate": 0.0009855566700100302, "loss": 2.2448, "theoretical_loss": 4.951168148183246, "tokens_seen": 80216064 }, { "epoch": 0.02, "learning_rate": 0.0009855366098294885, "loss": 2.3235, "theoretical_loss": 4.9505933953268, "tokens_seen": 80281600 }, { "epoch": 0.02, "learning_rate": 0.0009855165496489469, "loss": 2.3358, "theoretical_loss": 4.9500192427149, "tokens_seen": 80347136 }, { "epoch": 0.02, "learning_rate": 0.0009854964894684052, "loss": 2.2623, "theoretical_loss": 4.949445689231847, "tokens_seen": 80412672 }, { "epoch": 0.02, "learning_rate": 0.0009854764292878636, "loss": 2.2786, "theoretical_loss": 4.948872733764926, "tokens_seen": 80478208 }, { "epoch": 0.02, "learning_rate": 0.000985456369107322, "loss": 2.1879, "theoretical_loss": 4.9483003752043935, "tokens_seen": 80543744 }, { "epoch": 0.02, "learning_rate": 0.0009854363089267803, "loss": 2.1886, "theoretical_loss": 4.9477286124434645, "tokens_seen": 80609280 }, { "epoch": 0.02, "learning_rate": 0.0009854162487462387, "loss": 2.3044, "theoretical_loss": 4.947157444378303, "tokens_seen": 80674816 }, { "epoch": 0.02, "learning_rate": 0.000985396188565697, "loss": 2.2717, "theoretical_loss": 4.946586869908014, "tokens_seen": 80740352 }, { "epoch": 0.02, "learning_rate": 0.0009853761283851554, "loss": 2.268, "theoretical_loss": 4.946016887934633, "tokens_seen": 80805888 }, { "epoch": 0.02, "learning_rate": 0.0009853560682046138, "loss": 2.37, "theoretical_loss": 4.945447497363112, "tokens_seen": 80871424 }, { "epoch": 0.02, "learning_rate": 0.0009853360080240721, "loss": 2.3511, "theoretical_loss": 4.944878697101316, "tokens_seen": 80936960 }, { "epoch": 0.02, "learning_rate": 0.0009853159478435307, "loss": 2.3928, "theoretical_loss": 4.944310486060004, "tokens_seen": 81002496 }, { "epoch": 0.02, "learning_rate": 0.0009852958876629889, "loss": 2.2323, "theoretical_loss": 4.943742863152828, "tokens_seen": 81068032 }, { "epoch": 0.02, "learning_rate": 0.0009852758274824474, "loss": 2.203, "theoretical_loss": 4.943175827296319, "tokens_seen": 81133568 }, { "epoch": 0.02, "learning_rate": 0.0009852557673019056, "loss": 2.3613, "theoretical_loss": 4.942609377409873, "tokens_seen": 81199104 }, { "epoch": 0.02, "learning_rate": 0.0009852357071213642, "loss": 2.3922, "theoretical_loss": 4.942043512415751, "tokens_seen": 81264640 }, { "epoch": 0.02, "learning_rate": 0.0009852156469408225, "loss": 2.3077, "theoretical_loss": 4.94147823123906, "tokens_seen": 81330176 }, { "epoch": 0.02, "learning_rate": 0.000985195586760281, "loss": 2.4319, "theoretical_loss": 4.940913532807745, "tokens_seen": 81395712 }, { "epoch": 0.02, "learning_rate": 0.0009851755265797393, "loss": 2.3457, "theoretical_loss": 4.940349416052586, "tokens_seen": 81461248 }, { "epoch": 0.02, "learning_rate": 0.0009851554663991976, "loss": 2.3576, "theoretical_loss": 4.939785879907176, "tokens_seen": 81526784 }, { "epoch": 0.02, "learning_rate": 0.000985135406218656, "loss": 2.1788, "theoretical_loss": 4.939222923307925, "tokens_seen": 81592320 }, { "epoch": 0.02, "learning_rate": 0.0009851153460381143, "loss": 2.3332, "theoretical_loss": 4.938660545194038, "tokens_seen": 81657856 }, { "epoch": 0.02, "learning_rate": 0.0009850952858575727, "loss": 2.4885, "theoretical_loss": 4.938098744507517, "tokens_seen": 81723392 }, { "epoch": 0.02, "learning_rate": 0.000985075225677031, "loss": 2.4229, "theoretical_loss": 4.937537520193139, "tokens_seen": 81788928 }, { "epoch": 0.02, "learning_rate": 0.0009850551654964894, "loss": 2.2958, "theoretical_loss": 4.936976871198457, "tokens_seen": 81854464 }, { "epoch": 0.02, "objective/train/advantage_avg": 0.48865529894828796, "objective/train/docs_used": 37569, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.141408681869507, "objective/train/original_loss": 2.141408920288086, "objective/train/theoretical_loss": 4.936416796473786, "objective/train/tokens_used": 102380000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24008464813232422, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500857830047607, "objective/train/weighted_lm_loss": 2.2487919330596924, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.936416796473786, "tokens_seen": 81920000 }, { "epoch": 0.02, "learning_rate": 0.0009850351053159478, "loss": 2.3225, "theoretical_loss": 4.936416796473786, "tokens_seen": 81920000 }, { "epoch": 0.02, "learning_rate": 0.0009850150451354062, "loss": 2.3456, "theoretical_loss": 4.935857294972193, "tokens_seen": 81985536 }, { "epoch": 0.02, "learning_rate": 0.0009849949849548645, "loss": 2.1802, "theoretical_loss": 4.93529836564949, "tokens_seen": 82051072 }, { "epoch": 0.02, "learning_rate": 0.000984974924774323, "loss": 2.3381, "theoretical_loss": 4.934740007464219, "tokens_seen": 82116608 }, { "epoch": 0.02, "learning_rate": 0.0009849548645937815, "loss": 2.3167, "theoretical_loss": 4.934182219377654, "tokens_seen": 82182144 }, { "epoch": 0.02, "learning_rate": 0.0009849348044132398, "loss": 2.2076, "theoretical_loss": 4.9336250003537785, "tokens_seen": 82247680 }, { "epoch": 0.02, "learning_rate": 0.0009849147442326982, "loss": 2.2008, "theoretical_loss": 4.933068349359283, "tokens_seen": 82313216 }, { "epoch": 0.02, "learning_rate": 0.0009848946840521565, "loss": 2.255, "theoretical_loss": 4.93251226536356, "tokens_seen": 82378752 }, { "epoch": 0.02, "learning_rate": 0.000984874623871615, "loss": 2.3702, "theoretical_loss": 4.931956747338681, "tokens_seen": 82444288 }, { "epoch": 0.03, "learning_rate": 0.0009848545636910733, "loss": 2.2657, "theoretical_loss": 4.931401794259408, "tokens_seen": 82509824 }, { "epoch": 0.03, "learning_rate": 0.0009848345035105316, "loss": 2.3108, "theoretical_loss": 4.93084740510316, "tokens_seen": 82575360 }, { "epoch": 0.03, "learning_rate": 0.00098481444332999, "loss": 2.289, "theoretical_loss": 4.930293578850026, "tokens_seen": 82640896 }, { "epoch": 0.03, "learning_rate": 0.0009847943831494484, "loss": 2.2171, "theoretical_loss": 4.9297403144827445, "tokens_seen": 82706432 }, { "epoch": 0.03, "learning_rate": 0.0009847743229689067, "loss": 2.2979, "theoretical_loss": 4.929187610986693, "tokens_seen": 82771968 }, { "epoch": 0.03, "learning_rate": 0.000984754262788365, "loss": 2.2295, "theoretical_loss": 4.928635467349885, "tokens_seen": 82837504 }, { "epoch": 0.03, "learning_rate": 0.0009847342026078234, "loss": 2.3672, "theoretical_loss": 4.9280838825629605, "tokens_seen": 82903040 }, { "epoch": 0.03, "learning_rate": 0.0009847141424272818, "loss": 2.3961, "theoretical_loss": 4.927532855619173, "tokens_seen": 82968576 }, { "epoch": 0.03, "learning_rate": 0.0009846940822467404, "loss": 2.2037, "theoretical_loss": 4.926982385514384, "tokens_seen": 83034112 }, { "epoch": 0.03, "learning_rate": 0.0009846740220661985, "loss": 2.3054, "theoretical_loss": 4.92643247124705, "tokens_seen": 83099648 }, { "epoch": 0.03, "learning_rate": 0.0009846539618856571, "loss": 2.2816, "theoretical_loss": 4.925883111818225, "tokens_seen": 83165184 }, { "epoch": 0.03, "learning_rate": 0.0009846339017051153, "loss": 2.2191, "theoretical_loss": 4.925334306231532, "tokens_seen": 83230720 }, { "epoch": 0.03, "learning_rate": 0.0009846138415245738, "loss": 2.36, "theoretical_loss": 4.924786053493177, "tokens_seen": 83296256 }, { "epoch": 0.03, "learning_rate": 0.0009845937813440322, "loss": 2.3395, "theoretical_loss": 4.924238352611924, "tokens_seen": 83361792 }, { "epoch": 0.03, "learning_rate": 0.0009845737211634906, "loss": 2.3407, "theoretical_loss": 4.923691202599091, "tokens_seen": 83427328 }, { "epoch": 0.03, "learning_rate": 0.000984553660982949, "loss": 2.0856, "theoretical_loss": 4.923144602468545, "tokens_seen": 83492864 }, { "epoch": 0.03, "learning_rate": 0.0009845336008024073, "loss": 2.2128, "theoretical_loss": 4.922598551236689, "tokens_seen": 83558400 }, { "epoch": 0.03, "learning_rate": 0.0009845135406218656, "loss": 2.4467, "theoretical_loss": 4.922053047922455, "tokens_seen": 83623936 }, { "epoch": 0.03, "learning_rate": 0.000984493480441324, "loss": 2.266, "theoretical_loss": 4.921508091547297, "tokens_seen": 83689472 }, { "epoch": 0.03, "learning_rate": 0.0009844734202607824, "loss": 2.2651, "theoretical_loss": 4.920963681135177, "tokens_seen": 83755008 }, { "epoch": 0.03, "learning_rate": 0.0009844533600802407, "loss": 2.2465, "theoretical_loss": 4.9204198157125685, "tokens_seen": 83820544 }, { "epoch": 0.03, "learning_rate": 0.000984433299899699, "loss": 2.2151, "theoretical_loss": 4.919876494308432, "tokens_seen": 83886080 }, { "epoch": 0.03, "learning_rate": 0.0009844132397191575, "loss": 2.3275, "theoretical_loss": 4.91933371595422, "tokens_seen": 83951616 }, { "epoch": 0.03, "learning_rate": 0.0009843931795386158, "loss": 2.3892, "theoretical_loss": 4.918791479683863, "tokens_seen": 84017152 }, { "epoch": 0.03, "learning_rate": 0.0009843731193580742, "loss": 2.31, "theoretical_loss": 4.91824978453376, "tokens_seen": 84082688 }, { "epoch": 0.03, "learning_rate": 0.0009843530591775325, "loss": 2.3452, "theoretical_loss": 4.917708629542775, "tokens_seen": 84148224 }, { "epoch": 0.03, "learning_rate": 0.0009843329989969911, "loss": 2.2599, "theoretical_loss": 4.917168013752225, "tokens_seen": 84213760 }, { "epoch": 0.03, "learning_rate": 0.0009843129388164493, "loss": 2.2059, "theoretical_loss": 4.916627936205872, "tokens_seen": 84279296 }, { "epoch": 0.03, "learning_rate": 0.0009842928786359078, "loss": 2.2837, "theoretical_loss": 4.916088395949915, "tokens_seen": 84344832 }, { "epoch": 0.03, "learning_rate": 0.000984272818455366, "loss": 2.4008, "theoretical_loss": 4.915549392032985, "tokens_seen": 84410368 }, { "epoch": 0.03, "learning_rate": 0.0009842527582748246, "loss": 2.4535, "theoretical_loss": 4.915010923506134, "tokens_seen": 84475904 }, { "epoch": 0.03, "learning_rate": 0.000984232698094283, "loss": 2.3609, "theoretical_loss": 4.914472989422826, "tokens_seen": 84541440 }, { "epoch": 0.03, "learning_rate": 0.0009842126379137413, "loss": 2.1934, "theoretical_loss": 4.913935588838932, "tokens_seen": 84606976 }, { "epoch": 0.03, "learning_rate": 0.0009841925777331997, "loss": 2.3023, "theoretical_loss": 4.913398720812719, "tokens_seen": 84672512 }, { "epoch": 0.03, "learning_rate": 0.000984172517552658, "loss": 2.2574, "theoretical_loss": 4.9128623844048445, "tokens_seen": 84738048 }, { "epoch": 0.03, "learning_rate": 0.0009841524573721164, "loss": 2.2642, "theoretical_loss": 4.91232657867835, "tokens_seen": 84803584 }, { "epoch": 0.03, "learning_rate": 0.0009841323971915747, "loss": 2.2327, "theoretical_loss": 4.911791302698646, "tokens_seen": 84869120 }, { "epoch": 0.03, "learning_rate": 0.000984112337011033, "loss": 2.3648, "theoretical_loss": 4.9112565555335115, "tokens_seen": 84934656 }, { "epoch": 0.03, "learning_rate": 0.0009840922768304915, "loss": 2.3775, "theoretical_loss": 4.910722336253086, "tokens_seen": 85000192 }, { "epoch": 0.03, "learning_rate": 0.0009840722166499498, "loss": 2.2554, "theoretical_loss": 4.910188643929853, "tokens_seen": 85065728 }, { "epoch": 0.03, "learning_rate": 0.0009840521564694082, "loss": 2.386, "theoretical_loss": 4.909655477638648, "tokens_seen": 85131264 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.4955958127975464, "objective/train/docs_used": 38678, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.1719961166381836, "objective/train/original_loss": 2.1719963550567627, "objective/train/theoretical_loss": 4.909122836456632, "objective/train/tokens_used": 105656800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24580909311771393, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508092641830444, "objective/train/weighted_lm_loss": 2.282179594039917, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 4.909122836456632, "tokens_seen": 85196800 }, { "epoch": 0.03, "learning_rate": 0.0009840320962888666, "loss": 2.2857, "theoretical_loss": 4.909122836456632, "tokens_seen": 85196800 }, { "epoch": 0.03, "learning_rate": 0.000984012036108325, "loss": 2.243, "theoretical_loss": 4.908590719463298, "tokens_seen": 85262336 }, { "epoch": 0.03, "learning_rate": 0.0009839919759277833, "loss": 2.3113, "theoretical_loss": 4.9080591257404595, "tokens_seen": 85327872 }, { "epoch": 0.03, "learning_rate": 0.0009839719157472419, "loss": 2.2506, "theoretical_loss": 4.907528054372239, "tokens_seen": 85393408 }, { "epoch": 0.03, "learning_rate": 0.0009839518555667, "loss": 2.1794, "theoretical_loss": 4.906997504445066, "tokens_seen": 85458944 }, { "epoch": 0.03, "learning_rate": 0.0009839317953861586, "loss": 2.2323, "theoretical_loss": 4.906467475047664, "tokens_seen": 85524480 }, { "epoch": 0.03, "learning_rate": 0.0009839117352056167, "loss": 2.4132, "theoretical_loss": 4.905937965271047, "tokens_seen": 85590016 }, { "epoch": 0.03, "learning_rate": 0.0009838916750250753, "loss": 2.314, "theoretical_loss": 4.905408974208514, "tokens_seen": 85655552 }, { "epoch": 0.03, "learning_rate": 0.0009838716148445337, "loss": 2.3108, "theoretical_loss": 4.904880500955633, "tokens_seen": 85721088 }, { "epoch": 0.03, "learning_rate": 0.000983851554663992, "loss": 2.1642, "theoretical_loss": 4.904352544610242, "tokens_seen": 85786624 }, { "epoch": 0.03, "learning_rate": 0.0009838314944834504, "loss": 2.354, "theoretical_loss": 4.903825104272437, "tokens_seen": 85852160 }, { "epoch": 0.03, "learning_rate": 0.0009838114343029088, "loss": 2.2949, "theoretical_loss": 4.903298179044569, "tokens_seen": 85917696 }, { "epoch": 0.03, "learning_rate": 0.0009837913741223671, "loss": 2.2796, "theoretical_loss": 4.90277176803123, "tokens_seen": 85983232 }, { "epoch": 0.03, "learning_rate": 0.0009837713139418255, "loss": 2.259, "theoretical_loss": 4.902245870339252, "tokens_seen": 86048768 }, { "epoch": 0.03, "learning_rate": 0.0009837512537612838, "loss": 2.3348, "theoretical_loss": 4.9017204850776945, "tokens_seen": 86114304 }, { "epoch": 0.03, "learning_rate": 0.0009837311935807422, "loss": 2.3361, "theoretical_loss": 4.901195611357844, "tokens_seen": 86179840 }, { "epoch": 0.03, "learning_rate": 0.0009837111334002006, "loss": 2.1493, "theoretical_loss": 4.9006712482931984, "tokens_seen": 86245376 }, { "epoch": 0.03, "learning_rate": 0.000983691073219659, "loss": 2.3035, "theoretical_loss": 4.9001473949994665, "tokens_seen": 86310912 }, { "epoch": 0.03, "learning_rate": 0.0009836710130391173, "loss": 2.1573, "theoretical_loss": 4.899624050594557, "tokens_seen": 86376448 }, { "epoch": 0.03, "learning_rate": 0.0009836509528585757, "loss": 2.3964, "theoretical_loss": 4.899101214198575, "tokens_seen": 86441984 }, { "epoch": 0.03, "learning_rate": 0.000983630892678034, "loss": 2.1748, "theoretical_loss": 4.89857888493381, "tokens_seen": 86507520 }, { "epoch": 0.03, "learning_rate": 0.0009836108324974926, "loss": 2.2292, "theoretical_loss": 4.898057061924732, "tokens_seen": 86573056 }, { "epoch": 0.03, "learning_rate": 0.0009835907723169507, "loss": 2.3679, "theoretical_loss": 4.897535744297986, "tokens_seen": 86638592 }, { "epoch": 0.03, "learning_rate": 0.0009835707121364093, "loss": 2.3989, "theoretical_loss": 4.89701493118238, "tokens_seen": 86704128 }, { "epoch": 0.03, "learning_rate": 0.0009835506519558675, "loss": 2.1716, "theoretical_loss": 4.896494621708882, "tokens_seen": 86769664 }, { "epoch": 0.03, "learning_rate": 0.000983530591775326, "loss": 2.2875, "theoretical_loss": 4.895974815010612, "tokens_seen": 86835200 }, { "epoch": 0.03, "learning_rate": 0.0009835105315947844, "loss": 2.2411, "theoretical_loss": 4.895455510222835, "tokens_seen": 86900736 }, { "epoch": 0.03, "learning_rate": 0.0009834904714142428, "loss": 2.2779, "theoretical_loss": 4.8949367064829525, "tokens_seen": 86966272 }, { "epoch": 0.03, "learning_rate": 0.0009834704112337011, "loss": 2.2055, "theoretical_loss": 4.8944184029305, "tokens_seen": 87031808 }, { "epoch": 0.03, "learning_rate": 0.0009834503510531595, "loss": 2.3822, "theoretical_loss": 4.893900598707134, "tokens_seen": 87097344 }, { "epoch": 0.03, "learning_rate": 0.0009834302908726179, "loss": 2.1673, "theoretical_loss": 4.893383292956631, "tokens_seen": 87162880 }, { "epoch": 0.03, "learning_rate": 0.0009834102306920762, "loss": 2.3037, "theoretical_loss": 4.892866484824879, "tokens_seen": 87228416 }, { "epoch": 0.03, "learning_rate": 0.0009833901705115346, "loss": 2.1902, "theoretical_loss": 4.892350173459863, "tokens_seen": 87293952 }, { "epoch": 0.03, "learning_rate": 0.000983370110330993, "loss": 2.2473, "theoretical_loss": 4.891834358011673, "tokens_seen": 87359488 }, { "epoch": 0.03, "learning_rate": 0.0009833500501504515, "loss": 2.1875, "theoretical_loss": 4.891319037632486, "tokens_seen": 87425024 }, { "epoch": 0.03, "learning_rate": 0.0009833299899699097, "loss": 2.2182, "theoretical_loss": 4.890804211476562, "tokens_seen": 87490560 }, { "epoch": 0.03, "learning_rate": 0.0009833099297893682, "loss": 2.2744, "theoretical_loss": 4.890289878700239, "tokens_seen": 87556096 }, { "epoch": 0.03, "learning_rate": 0.0009832898696088264, "loss": 2.202, "theoretical_loss": 4.889776038461924, "tokens_seen": 87621632 }, { "epoch": 0.03, "learning_rate": 0.000983269809428285, "loss": 2.203, "theoretical_loss": 4.88926268992209, "tokens_seen": 87687168 }, { "epoch": 0.03, "learning_rate": 0.0009832497492477433, "loss": 2.216, "theoretical_loss": 4.888749832243265, "tokens_seen": 87752704 }, { "epoch": 0.03, "learning_rate": 0.0009832296890672017, "loss": 2.2196, "theoretical_loss": 4.888237464590028, "tokens_seen": 87818240 }, { "epoch": 0.03, "learning_rate": 0.00098320962888666, "loss": 2.3488, "theoretical_loss": 4.887725586129003, "tokens_seen": 87883776 }, { "epoch": 0.03, "learning_rate": 0.0009831895687061184, "loss": 2.2586, "theoretical_loss": 4.887214196028848, "tokens_seen": 87949312 }, { "epoch": 0.03, "learning_rate": 0.0009831695085255768, "loss": 2.2706, "theoretical_loss": 4.886703293460259, "tokens_seen": 88014848 }, { "epoch": 0.03, "learning_rate": 0.0009831494483450351, "loss": 2.2567, "theoretical_loss": 4.8861928775959464, "tokens_seen": 88080384 }, { "epoch": 0.03, "learning_rate": 0.0009831293881644935, "loss": 2.2866, "theoretical_loss": 4.885682947610648, "tokens_seen": 88145920 }, { "epoch": 0.03, "learning_rate": 0.0009831093279839519, "loss": 2.2333, "theoretical_loss": 4.885173502681107, "tokens_seen": 88211456 }, { "epoch": 0.03, "learning_rate": 0.0009830892678034102, "loss": 2.2126, "theoretical_loss": 4.884664541986075, "tokens_seen": 88276992 }, { "epoch": 0.03, "learning_rate": 0.0009830692076228686, "loss": 2.3505, "theoretical_loss": 4.884156064706302, "tokens_seen": 88342528 }, { "epoch": 0.03, "learning_rate": 0.000983049147442327, "loss": 2.1561, "theoretical_loss": 4.883648070024529, "tokens_seen": 88408064 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49346664547920227, "objective/train/docs_used": 39491, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.0473103523254395, "objective/train/original_loss": 2.0473103523254395, "objective/train/theoretical_loss": 4.8831405571254844, "objective/train/tokens_used": 108933600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24416816234588623, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505878925323486, "objective/train/weighted_lm_loss": 2.150813102722168, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.8831405571254844, "tokens_seen": 88473600 }, { "epoch": 0.03, "learning_rate": 0.0009830290872617853, "loss": 2.2569, "theoretical_loss": 4.8831405571254844, "tokens_seen": 88473600 }, { "epoch": 0.03, "learning_rate": 0.0009830090270812437, "loss": 2.2434, "theoretical_loss": 4.8826335251958755, "tokens_seen": 88539136 }, { "epoch": 0.03, "learning_rate": 0.0009829889669007023, "loss": 2.2955, "theoretical_loss": 4.882126973424384, "tokens_seen": 88604672 }, { "epoch": 0.03, "learning_rate": 0.0009829689067201604, "loss": 2.3253, "theoretical_loss": 4.881620901001661, "tokens_seen": 88670208 }, { "epoch": 0.03, "learning_rate": 0.000982948846539619, "loss": 2.2168, "theoretical_loss": 4.881115307120314, "tokens_seen": 88735744 }, { "epoch": 0.03, "learning_rate": 0.0009829287863590771, "loss": 2.155, "theoretical_loss": 4.88061019097491, "tokens_seen": 88801280 }, { "epoch": 0.03, "learning_rate": 0.0009829087261785357, "loss": 2.3044, "theoretical_loss": 4.880105551761961, "tokens_seen": 88866816 }, { "epoch": 0.03, "learning_rate": 0.000982888665997994, "loss": 2.2709, "theoretical_loss": 4.879601388679923, "tokens_seen": 88932352 }, { "epoch": 0.03, "learning_rate": 0.0009828686058174524, "loss": 2.2732, "theoretical_loss": 4.879097700929192, "tokens_seen": 88997888 }, { "epoch": 0.03, "learning_rate": 0.0009828485456369108, "loss": 2.1625, "theoretical_loss": 4.878594487712088, "tokens_seen": 89063424 }, { "epoch": 0.03, "learning_rate": 0.0009828284854563692, "loss": 2.4076, "theoretical_loss": 4.87809174823286, "tokens_seen": 89128960 }, { "epoch": 0.03, "learning_rate": 0.0009828084252758275, "loss": 2.3207, "theoretical_loss": 4.877589481697674, "tokens_seen": 89194496 }, { "epoch": 0.03, "learning_rate": 0.0009827883650952859, "loss": 2.1592, "theoretical_loss": 4.877087687314608, "tokens_seen": 89260032 }, { "epoch": 0.03, "learning_rate": 0.0009827683049147442, "loss": 2.1353, "theoretical_loss": 4.876586364293646, "tokens_seen": 89325568 }, { "epoch": 0.03, "learning_rate": 0.0009827482447342026, "loss": 2.2606, "theoretical_loss": 4.876085511846673, "tokens_seen": 89391104 }, { "epoch": 0.03, "learning_rate": 0.000982728184553661, "loss": 2.2478, "theoretical_loss": 4.875585129187467, "tokens_seen": 89456640 }, { "epoch": 0.03, "learning_rate": 0.0009827081243731193, "loss": 2.279, "theoretical_loss": 4.875085215531697, "tokens_seen": 89522176 }, { "epoch": 0.03, "learning_rate": 0.0009826880641925777, "loss": 2.2824, "theoretical_loss": 4.87458577009691, "tokens_seen": 89587712 }, { "epoch": 0.03, "learning_rate": 0.000982668004012036, "loss": 2.2527, "theoretical_loss": 4.874086792102535, "tokens_seen": 89653248 }, { "epoch": 0.03, "learning_rate": 0.0009826479438314944, "loss": 2.2688, "theoretical_loss": 4.873588280769868, "tokens_seen": 89718784 }, { "epoch": 0.03, "learning_rate": 0.000982627883650953, "loss": 2.0824, "theoretical_loss": 4.873090235322069, "tokens_seen": 89784320 }, { "epoch": 0.03, "learning_rate": 0.0009826078234704111, "loss": 2.0821, "theoretical_loss": 4.87259265498416, "tokens_seen": 89849856 }, { "epoch": 0.03, "learning_rate": 0.0009825877632898697, "loss": 2.2779, "theoretical_loss": 4.872095538983015, "tokens_seen": 89915392 }, { "epoch": 0.03, "learning_rate": 0.0009825677031093279, "loss": 2.2936, "theoretical_loss": 4.871598886547356, "tokens_seen": 89980928 }, { "epoch": 0.03, "learning_rate": 0.0009825476429287864, "loss": 2.2121, "theoretical_loss": 4.871102696907745, "tokens_seen": 90046464 }, { "epoch": 0.03, "learning_rate": 0.0009825275827482448, "loss": 2.2357, "theoretical_loss": 4.870606969296581, "tokens_seen": 90112000 }, { "epoch": 0.03, "learning_rate": 0.0009825075225677032, "loss": 2.5256, "theoretical_loss": 4.870111702948094, "tokens_seen": 90177536 }, { "epoch": 0.03, "learning_rate": 0.0009824874623871615, "loss": 2.2016, "theoretical_loss": 4.869616897098336, "tokens_seen": 90243072 }, { "epoch": 0.03, "learning_rate": 0.00098246740220662, "loss": 2.1991, "theoretical_loss": 4.869122550985182, "tokens_seen": 90308608 }, { "epoch": 0.03, "learning_rate": 0.0009824473420260783, "loss": 2.3257, "theoretical_loss": 4.868628663848316, "tokens_seen": 90374144 }, { "epoch": 0.03, "learning_rate": 0.0009824272818455366, "loss": 2.3091, "theoretical_loss": 4.868135234929232, "tokens_seen": 90439680 }, { "epoch": 0.03, "learning_rate": 0.000982407221664995, "loss": 2.3082, "theoretical_loss": 4.867642263471224, "tokens_seen": 90505216 }, { "epoch": 0.03, "learning_rate": 0.0009823871614844533, "loss": 2.1111, "theoretical_loss": 4.867149748719386, "tokens_seen": 90570752 }, { "epoch": 0.03, "learning_rate": 0.0009823671013039117, "loss": 2.3432, "theoretical_loss": 4.866657689920601, "tokens_seen": 90636288 }, { "epoch": 0.03, "learning_rate": 0.00098234704112337, "loss": 2.1497, "theoretical_loss": 4.866166086323535, "tokens_seen": 90701824 }, { "epoch": 0.03, "learning_rate": 0.0009823269809428284, "loss": 2.1864, "theoretical_loss": 4.865674937178635, "tokens_seen": 90767360 }, { "epoch": 0.03, "learning_rate": 0.0009823069207622868, "loss": 2.1773, "theoretical_loss": 4.865184241738126, "tokens_seen": 90832896 }, { "epoch": 0.03, "learning_rate": 0.0009822868605817452, "loss": 2.2805, "theoretical_loss": 4.864693999255998, "tokens_seen": 90898432 }, { "epoch": 0.03, "learning_rate": 0.0009822668004012037, "loss": 2.3565, "theoretical_loss": 4.864204208988003, "tokens_seen": 90963968 }, { "epoch": 0.03, "learning_rate": 0.0009822467402206619, "loss": 2.1671, "theoretical_loss": 4.8637148701916555, "tokens_seen": 91029504 }, { "epoch": 0.03, "learning_rate": 0.0009822266800401205, "loss": 2.2914, "theoretical_loss": 4.863225982126219, "tokens_seen": 91095040 }, { "epoch": 0.03, "learning_rate": 0.0009822066198595786, "loss": 2.2608, "theoretical_loss": 4.862737544052706, "tokens_seen": 91160576 }, { "epoch": 0.03, "learning_rate": 0.0009821865596790372, "loss": 2.1416, "theoretical_loss": 4.86224955523387, "tokens_seen": 91226112 }, { "epoch": 0.03, "learning_rate": 0.0009821664994984955, "loss": 2.3752, "theoretical_loss": 4.8617620149342, "tokens_seen": 91291648 }, { "epoch": 0.03, "learning_rate": 0.000982146439317954, "loss": 2.2634, "theoretical_loss": 4.861274922419918, "tokens_seen": 91357184 }, { "epoch": 0.03, "learning_rate": 0.0009821263791374123, "loss": 2.322, "theoretical_loss": 4.86078827695897, "tokens_seen": 91422720 }, { "epoch": 0.03, "learning_rate": 0.0009821063189568706, "loss": 2.2562, "theoretical_loss": 4.860302077821023, "tokens_seen": 91488256 }, { "epoch": 0.03, "learning_rate": 0.000982086258776329, "loss": 2.1679, "theoretical_loss": 4.859816324277461, "tokens_seen": 91553792 }, { "epoch": 0.03, "learning_rate": 0.0009820661985957874, "loss": 2.2282, "theoretical_loss": 4.859331015601375, "tokens_seen": 91619328 }, { "epoch": 0.03, "learning_rate": 0.0009820461384152457, "loss": 2.1868, "theoretical_loss": 4.858846151067562, "tokens_seen": 91684864 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49189305305480957, "objective/train/docs_used": 40748, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9773281812667847, "objective/train/original_loss": 1.9773280620574951, "objective/train/theoretical_loss": 4.858361729952518, "objective/train/tokens_used": 112210400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24240271747112274, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504215955734253, "objective/train/weighted_lm_loss": 2.0769896507263184, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.858361729952518, "tokens_seen": 91750400 }, { "epoch": 0.03, "learning_rate": 0.000982026078234704, "loss": 2.2005, "theoretical_loss": 4.858361729952518, "tokens_seen": 91750400 }, { "epoch": 0.03, "learning_rate": 0.0009820060180541624, "loss": 2.199, "theoretical_loss": 4.857877751534435, "tokens_seen": 91815936 }, { "epoch": 0.03, "learning_rate": 0.0009819859578736208, "loss": 2.2238, "theoretical_loss": 4.857394215093191, "tokens_seen": 91881472 }, { "epoch": 0.03, "learning_rate": 0.0009819658976930794, "loss": 2.2805, "theoretical_loss": 4.856911119910352, "tokens_seen": 91947008 }, { "epoch": 0.03, "learning_rate": 0.0009819458375125375, "loss": 2.1968, "theoretical_loss": 4.856428465269159, "tokens_seen": 92012544 }, { "epoch": 0.03, "learning_rate": 0.0009819257773319961, "loss": 2.1694, "theoretical_loss": 4.85594625045453, "tokens_seen": 92078080 }, { "epoch": 0.03, "learning_rate": 0.0009819057171514545, "loss": 2.2446, "theoretical_loss": 4.855464474753049, "tokens_seen": 92143616 }, { "epoch": 0.03, "learning_rate": 0.0009818856569709128, "loss": 2.1264, "theoretical_loss": 4.854983137452964, "tokens_seen": 92209152 }, { "epoch": 0.03, "learning_rate": 0.0009818655967903712, "loss": 2.2233, "theoretical_loss": 4.8545022378441836, "tokens_seen": 92274688 }, { "epoch": 0.03, "learning_rate": 0.0009818455366098296, "loss": 2.3523, "theoretical_loss": 4.854021775218266, "tokens_seen": 92340224 }, { "epoch": 0.03, "learning_rate": 0.000981825476429288, "loss": 2.2655, "theoretical_loss": 4.853541748868423, "tokens_seen": 92405760 }, { "epoch": 0.03, "learning_rate": 0.0009818054162487463, "loss": 2.3512, "theoretical_loss": 4.853062158089504, "tokens_seen": 92471296 }, { "epoch": 0.03, "learning_rate": 0.0009817853560682046, "loss": 2.1191, "theoretical_loss": 4.852583002178001, "tokens_seen": 92536832 }, { "epoch": 0.03, "learning_rate": 0.000981765295887663, "loss": 2.1088, "theoretical_loss": 4.852104280432039, "tokens_seen": 92602368 }, { "epoch": 0.03, "learning_rate": 0.0009817452357071214, "loss": 2.2118, "theoretical_loss": 4.85162599215137, "tokens_seen": 92667904 }, { "epoch": 0.03, "learning_rate": 0.0009817251755265797, "loss": 2.256, "theoretical_loss": 4.85114813663737, "tokens_seen": 92733440 }, { "epoch": 0.03, "learning_rate": 0.000981705115346038, "loss": 2.2957, "theoretical_loss": 4.8506707131930344, "tokens_seen": 92798976 }, { "epoch": 0.03, "learning_rate": 0.0009816850551654965, "loss": 2.0396, "theoretical_loss": 4.850193721122972, "tokens_seen": 92864512 }, { "epoch": 0.03, "learning_rate": 0.0009816649949849548, "loss": 2.2755, "theoretical_loss": 4.849717159733401, "tokens_seen": 92930048 }, { "epoch": 0.03, "learning_rate": 0.0009816449348044134, "loss": 2.2867, "theoretical_loss": 4.849241028332142, "tokens_seen": 92995584 }, { "epoch": 0.03, "learning_rate": 0.0009816248746238715, "loss": 2.2158, "theoretical_loss": 4.848765326228618, "tokens_seen": 93061120 }, { "epoch": 0.03, "learning_rate": 0.0009816048144433301, "loss": 2.1635, "theoretical_loss": 4.848290052733843, "tokens_seen": 93126656 }, { "epoch": 0.03, "learning_rate": 0.0009815847542627883, "loss": 2.186, "theoretical_loss": 4.847815207160422, "tokens_seen": 93192192 }, { "epoch": 0.03, "learning_rate": 0.0009815646940822468, "loss": 2.2273, "theoretical_loss": 4.847340788822546, "tokens_seen": 93257728 }, { "epoch": 0.03, "learning_rate": 0.0009815446339017052, "loss": 2.1433, "theoretical_loss": 4.846866797035984, "tokens_seen": 93323264 }, { "epoch": 0.03, "learning_rate": 0.0009815245737211636, "loss": 2.2482, "theoretical_loss": 4.846393231118083, "tokens_seen": 93388800 }, { "epoch": 0.03, "learning_rate": 0.000981504513540622, "loss": 2.2104, "theoretical_loss": 4.845920090387757, "tokens_seen": 93454336 }, { "epoch": 0.03, "learning_rate": 0.0009814844533600803, "loss": 2.1955, "theoretical_loss": 4.84544737416549, "tokens_seen": 93519872 }, { "epoch": 0.03, "learning_rate": 0.0009814643931795387, "loss": 2.2442, "theoretical_loss": 4.844975081773322, "tokens_seen": 93585408 }, { "epoch": 0.03, "learning_rate": 0.000981444332998997, "loss": 2.1941, "theoretical_loss": 4.844503212534856, "tokens_seen": 93650944 }, { "epoch": 0.03, "learning_rate": 0.0009814242728184554, "loss": 2.1822, "theoretical_loss": 4.844031765775242, "tokens_seen": 93716480 }, { "epoch": 0.03, "learning_rate": 0.0009814042126379137, "loss": 2.1861, "theoretical_loss": 4.843560740821177, "tokens_seen": 93782016 }, { "epoch": 0.03, "learning_rate": 0.000981384152457372, "loss": 2.3743, "theoretical_loss": 4.843090137000904, "tokens_seen": 93847552 }, { "epoch": 0.03, "learning_rate": 0.0009813640922768305, "loss": 2.0544, "theoretical_loss": 4.842619953644203, "tokens_seen": 93913088 }, { "epoch": 0.03, "learning_rate": 0.0009813440320962888, "loss": 2.3207, "theoretical_loss": 4.842150190082384, "tokens_seen": 93978624 }, { "epoch": 0.03, "learning_rate": 0.0009813239719157472, "loss": 2.0991, "theoretical_loss": 4.841680845648289, "tokens_seen": 94044160 }, { "epoch": 0.03, "learning_rate": 0.0009813039117352056, "loss": 2.163, "theoretical_loss": 4.841211919676287, "tokens_seen": 94109696 }, { "epoch": 0.03, "learning_rate": 0.0009812838515546641, "loss": 2.1717, "theoretical_loss": 4.84074341150226, "tokens_seen": 94175232 }, { "epoch": 0.03, "learning_rate": 0.0009812637913741223, "loss": 2.1603, "theoretical_loss": 4.840275320463608, "tokens_seen": 94240768 }, { "epoch": 0.03, "learning_rate": 0.0009812437311935809, "loss": 2.2077, "theoretical_loss": 4.839807645899245, "tokens_seen": 94306304 }, { "epoch": 0.03, "learning_rate": 0.000981223671013039, "loss": 2.0532, "theoretical_loss": 4.839340387149586, "tokens_seen": 94371840 }, { "epoch": 0.03, "learning_rate": 0.0009812036108324976, "loss": 2.1507, "theoretical_loss": 4.838873543556552, "tokens_seen": 94437376 }, { "epoch": 0.03, "learning_rate": 0.000981183550651956, "loss": 2.1606, "theoretical_loss": 4.838407114463558, "tokens_seen": 94502912 }, { "epoch": 0.03, "learning_rate": 0.0009811634904714143, "loss": 2.2777, "theoretical_loss": 4.837941099215515, "tokens_seen": 94568448 }, { "epoch": 0.03, "learning_rate": 0.0009811434302908727, "loss": 2.1049, "theoretical_loss": 4.837475497158817, "tokens_seen": 94633984 }, { "epoch": 0.03, "learning_rate": 0.000981123370110331, "loss": 2.2131, "theoretical_loss": 4.83701030764135, "tokens_seen": 94699520 }, { "epoch": 0.03, "learning_rate": 0.0009811033099297894, "loss": 2.0608, "theoretical_loss": 4.836545530012472, "tokens_seen": 94765056 }, { "epoch": 0.03, "learning_rate": 0.0009810832497492478, "loss": 2.1397, "theoretical_loss": 4.83608116362302, "tokens_seen": 94830592 }, { "epoch": 0.03, "learning_rate": 0.0009810631895687061, "loss": 2.1879, "theoretical_loss": 4.835617207825303, "tokens_seen": 94896128 }, { "epoch": 0.03, "learning_rate": 0.0009810431293881645, "loss": 2.2057, "theoretical_loss": 4.835153661973092, "tokens_seen": 94961664 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.48443371057510376, "objective/train/docs_used": 42039, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8953099250793457, "objective/train/original_loss": 1.8953099250793457, "objective/train/theoretical_loss": 4.8346905254216255, "objective/train/tokens_used": 115487200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23641405999660492, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0496450662612915, "objective/train/weighted_lm_loss": 1.9899815320968628, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.8346905254216255, "tokens_seen": 95027200 }, { "epoch": 0.03, "learning_rate": 0.0009810230692076228, "loss": 2.0976, "theoretical_loss": 4.8346905254216255, "tokens_seen": 95027200 }, { "epoch": 0.03, "learning_rate": 0.0009810030090270812, "loss": 2.1386, "theoretical_loss": 4.834227797527595, "tokens_seen": 95092736 }, { "epoch": 0.03, "learning_rate": 0.0009809829488465396, "loss": 2.1371, "theoretical_loss": 4.83376547764915, "tokens_seen": 95158272 }, { "epoch": 0.03, "learning_rate": 0.000980962888665998, "loss": 2.1342, "theoretical_loss": 4.833303565145885, "tokens_seen": 95223808 }, { "epoch": 0.03, "learning_rate": 0.0009809428284854563, "loss": 2.2161, "theoretical_loss": 4.832842059378843, "tokens_seen": 95289344 }, { "epoch": 0.03, "learning_rate": 0.0009809227683049149, "loss": 2.1805, "theoretical_loss": 4.832380959710505, "tokens_seen": 95354880 }, { "epoch": 0.03, "learning_rate": 0.000980902708124373, "loss": 2.1964, "theoretical_loss": 4.831920265504792, "tokens_seen": 95420416 }, { "epoch": 0.03, "learning_rate": 0.0009808826479438316, "loss": 2.1742, "theoretical_loss": 4.831459976127054, "tokens_seen": 95485952 }, { "epoch": 0.03, "learning_rate": 0.0009808625877632897, "loss": 2.2361, "theoretical_loss": 4.831000090944068, "tokens_seen": 95551488 }, { "epoch": 0.03, "learning_rate": 0.0009808425275827483, "loss": 2.2147, "theoretical_loss": 4.830540609324041, "tokens_seen": 95617024 }, { "epoch": 0.03, "learning_rate": 0.0009808224674022067, "loss": 2.2732, "theoretical_loss": 4.830081530636594, "tokens_seen": 95682560 }, { "epoch": 0.03, "learning_rate": 0.000980802407221665, "loss": 2.1651, "theoretical_loss": 4.829622854252765, "tokens_seen": 95748096 }, { "epoch": 0.03, "learning_rate": 0.0009807823470411234, "loss": 2.2456, "theoretical_loss": 4.829164579545006, "tokens_seen": 95813632 }, { "epoch": 0.03, "learning_rate": 0.0009807622868605818, "loss": 2.1658, "theoretical_loss": 4.828706705887171, "tokens_seen": 95879168 }, { "epoch": 0.03, "learning_rate": 0.0009807422266800401, "loss": 2.2252, "theoretical_loss": 4.8282492326545245, "tokens_seen": 95944704 }, { "epoch": 0.03, "learning_rate": 0.0009807221664994985, "loss": 2.2021, "theoretical_loss": 4.827792159223722, "tokens_seen": 96010240 }, { "epoch": 0.03, "learning_rate": 0.0009807021063189569, "loss": 2.2582, "theoretical_loss": 4.82733548497282, "tokens_seen": 96075776 }, { "epoch": 0.03, "learning_rate": 0.0009806820461384152, "loss": 2.0183, "theoretical_loss": 4.8268792092812625, "tokens_seen": 96141312 }, { "epoch": 0.03, "learning_rate": 0.0009806619859578736, "loss": 2.0873, "theoretical_loss": 4.826423331529884, "tokens_seen": 96206848 }, { "epoch": 0.03, "learning_rate": 0.000980641925777332, "loss": 2.1451, "theoretical_loss": 4.825967851100897, "tokens_seen": 96272384 }, { "epoch": 0.03, "learning_rate": 0.0009806218655967903, "loss": 2.3053, "theoretical_loss": 4.825512767377897, "tokens_seen": 96337920 }, { "epoch": 0.03, "learning_rate": 0.0009806018054162487, "loss": 2.149, "theoretical_loss": 4.825058079745853, "tokens_seen": 96403456 }, { "epoch": 0.03, "learning_rate": 0.000980581745235707, "loss": 2.1526, "theoretical_loss": 4.824603787591102, "tokens_seen": 96468992 }, { "epoch": 0.03, "learning_rate": 0.0009805616850551656, "loss": 2.1577, "theoretical_loss": 4.824149890301353, "tokens_seen": 96534528 }, { "epoch": 0.03, "learning_rate": 0.0009805416248746238, "loss": 2.1158, "theoretical_loss": 4.823696387265674, "tokens_seen": 96600064 }, { "epoch": 0.03, "learning_rate": 0.0009805215646940823, "loss": 2.2835, "theoretical_loss": 4.823243277874491, "tokens_seen": 96665600 }, { "epoch": 0.03, "learning_rate": 0.0009805015045135407, "loss": 2.2474, "theoretical_loss": 4.822790561519591, "tokens_seen": 96731136 }, { "epoch": 0.03, "learning_rate": 0.000980481444332999, "loss": 2.1669, "theoretical_loss": 4.822338237594105, "tokens_seen": 96796672 }, { "epoch": 0.03, "learning_rate": 0.0009804613841524574, "loss": 2.1423, "theoretical_loss": 4.821886305492513, "tokens_seen": 96862208 }, { "epoch": 0.03, "learning_rate": 0.0009804413239719158, "loss": 2.2884, "theoretical_loss": 4.8214347646106415, "tokens_seen": 96927744 }, { "epoch": 0.03, "learning_rate": 0.0009804212637913741, "loss": 2.162, "theoretical_loss": 4.8209836143456535, "tokens_seen": 96993280 }, { "epoch": 0.03, "learning_rate": 0.0009804012036108325, "loss": 2.0766, "theoretical_loss": 4.820532854096047, "tokens_seen": 97058816 }, { "epoch": 0.03, "learning_rate": 0.0009803811434302909, "loss": 2.2347, "theoretical_loss": 4.820082483261652, "tokens_seen": 97124352 }, { "epoch": 0.03, "learning_rate": 0.0009803610832497492, "loss": 2.1397, "theoretical_loss": 4.81963250124363, "tokens_seen": 97189888 }, { "epoch": 0.03, "learning_rate": 0.0009803410230692076, "loss": 2.0618, "theoretical_loss": 4.81918290744446, "tokens_seen": 97255424 }, { "epoch": 0.03, "learning_rate": 0.000980320962888666, "loss": 2.0536, "theoretical_loss": 4.818733701267945, "tokens_seen": 97320960 }, { "epoch": 0.03, "learning_rate": 0.0009803009027081245, "loss": 2.2106, "theoretical_loss": 4.818284882119203, "tokens_seen": 97386496 }, { "epoch": 0.03, "learning_rate": 0.0009802808425275827, "loss": 2.3802, "theoretical_loss": 4.817836449404666, "tokens_seen": 97452032 }, { "epoch": 0.03, "learning_rate": 0.0009802607823470413, "loss": 2.2977, "theoretical_loss": 4.817388402532074, "tokens_seen": 97517568 }, { "epoch": 0.03, "learning_rate": 0.0009802407221664994, "loss": 2.316, "theoretical_loss": 4.81694074091047, "tokens_seen": 97583104 }, { "epoch": 0.03, "learning_rate": 0.000980220661985958, "loss": 2.4769, "theoretical_loss": 4.816493463950202, "tokens_seen": 97648640 }, { "epoch": 0.03, "learning_rate": 0.0009802006018054163, "loss": 2.2114, "theoretical_loss": 4.816046571062912, "tokens_seen": 97714176 }, { "epoch": 0.03, "learning_rate": 0.0009801805416248747, "loss": 2.2655, "theoretical_loss": 4.815600061661536, "tokens_seen": 97779712 }, { "epoch": 0.03, "learning_rate": 0.000980160481444333, "loss": 2.0975, "theoretical_loss": 4.815153935160305, "tokens_seen": 97845248 }, { "epoch": 0.03, "learning_rate": 0.0009801404212637914, "loss": 2.1909, "theoretical_loss": 4.814708190974729, "tokens_seen": 97910784 }, { "epoch": 0.03, "learning_rate": 0.0009801203610832498, "loss": 2.2142, "theoretical_loss": 4.8142628285216045, "tokens_seen": 97976320 }, { "epoch": 0.03, "learning_rate": 0.0009801003009027082, "loss": 2.1922, "theoretical_loss": 4.813817847219008, "tokens_seen": 98041856 }, { "epoch": 0.03, "learning_rate": 0.0009800802407221665, "loss": 2.1104, "theoretical_loss": 4.81337324648629, "tokens_seen": 98107392 }, { "epoch": 0.03, "learning_rate": 0.0009800601805416249, "loss": 2.0705, "theoretical_loss": 4.812929025744072, "tokens_seen": 98172928 }, { "epoch": 0.03, "learning_rate": 0.0009800401203610832, "loss": 2.0202, "theoretical_loss": 4.812485184414244, "tokens_seen": 98238464 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.4935273230075836, "objective/train/docs_used": 43181, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.0869107246398926, "objective/train/original_loss": 2.0869107246398926, "objective/train/theoretical_loss": 4.812041721919962, "objective/train/tokens_used": 118764000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24405071139335632, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050593376159668, "objective/train/weighted_lm_loss": 2.192361831665039, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.812041721919962, "tokens_seen": 98304000 }, { "epoch": 0.03, "learning_rate": 0.0009800200601805416, "loss": 2.1919, "theoretical_loss": 4.812041721919962, "tokens_seen": 98304000 }, { "epoch": 0.03, "learning_rate": 0.00098, "loss": 2.1269, "theoretical_loss": 4.8115986376856394, "tokens_seen": 98369536 }, { "epoch": 0.03, "learning_rate": 0.0009799799398194583, "loss": 2.1634, "theoretical_loss": 4.81115593113695, "tokens_seen": 98435072 }, { "epoch": 0.03, "learning_rate": 0.0009799598796389167, "loss": 2.0142, "theoretical_loss": 4.8107136017008205, "tokens_seen": 98500608 }, { "epoch": 0.03, "learning_rate": 0.0009799398194583753, "loss": 2.0447, "theoretical_loss": 4.810271648805427, "tokens_seen": 98566144 }, { "epoch": 0.03, "learning_rate": 0.0009799197592778334, "loss": 2.1669, "theoretical_loss": 4.809830071880194, "tokens_seen": 98631680 }, { "epoch": 0.03, "learning_rate": 0.000979899699097292, "loss": 2.2777, "theoretical_loss": 4.809388870355785, "tokens_seen": 98697216 }, { "epoch": 0.03, "learning_rate": 0.0009798796389167501, "loss": 2.1788, "theoretical_loss": 4.808948043664107, "tokens_seen": 98762752 }, { "epoch": 0.03, "learning_rate": 0.0009798595787362087, "loss": 2.1686, "theoretical_loss": 4.8085075912383015, "tokens_seen": 98828288 }, { "epoch": 0.03, "learning_rate": 0.000979839518555667, "loss": 2.0359, "theoretical_loss": 4.808067512512741, "tokens_seen": 98893824 }, { "epoch": 0.03, "learning_rate": 0.0009798194583751254, "loss": 2.0967, "theoretical_loss": 4.807627806923029, "tokens_seen": 98959360 }, { "epoch": 0.03, "learning_rate": 0.0009797993981945838, "loss": 2.2084, "theoretical_loss": 4.807188473905994, "tokens_seen": 99024896 }, { "epoch": 0.03, "learning_rate": 0.0009797793380140422, "loss": 2.267, "theoretical_loss": 4.806749512899687, "tokens_seen": 99090432 }, { "epoch": 0.03, "learning_rate": 0.0009797592778335005, "loss": 2.1556, "theoretical_loss": 4.806310923343375, "tokens_seen": 99155968 }, { "epoch": 0.03, "learning_rate": 0.000979739217652959, "loss": 2.1009, "theoretical_loss": 4.805872704677542, "tokens_seen": 99221504 }, { "epoch": 0.03, "learning_rate": 0.0009797191574724173, "loss": 2.1948, "theoretical_loss": 4.805434856343886, "tokens_seen": 99287040 }, { "epoch": 0.03, "learning_rate": 0.0009796990972918756, "loss": 2.2327, "theoretical_loss": 4.804997377785307, "tokens_seen": 99352576 }, { "epoch": 0.03, "learning_rate": 0.000979679037111334, "loss": 2.2464, "theoretical_loss": 4.8045602684459165, "tokens_seen": 99418112 }, { "epoch": 0.03, "learning_rate": 0.0009796589769307923, "loss": 2.168, "theoretical_loss": 4.804123527771022, "tokens_seen": 99483648 }, { "epoch": 0.03, "learning_rate": 0.0009796389167502507, "loss": 2.1951, "theoretical_loss": 4.803687155207134, "tokens_seen": 99549184 }, { "epoch": 0.03, "learning_rate": 0.000979618856569709, "loss": 2.1594, "theoretical_loss": 4.8032511502019535, "tokens_seen": 99614720 }, { "epoch": 0.03, "learning_rate": 0.0009795987963891674, "loss": 2.1376, "theoretical_loss": 4.802815512204375, "tokens_seen": 99680256 }, { "epoch": 0.03, "learning_rate": 0.000979578736208626, "loss": 2.1674, "theoretical_loss": 4.80238024066448, "tokens_seen": 99745792 }, { "epoch": 0.03, "learning_rate": 0.0009795586760280842, "loss": 2.0653, "theoretical_loss": 4.801945335033535, "tokens_seen": 99811328 }, { "epoch": 0.03, "learning_rate": 0.0009795386158475427, "loss": 2.3154, "theoretical_loss": 4.801510794763988, "tokens_seen": 99876864 }, { "epoch": 0.03, "learning_rate": 0.000979518555667001, "loss": 2.0517, "theoretical_loss": 4.801076619309466, "tokens_seen": 99942400 }, { "epoch": 0.03, "learning_rate": 0.0009794984954864595, "loss": 2.0963, "theoretical_loss": 4.800642808124767, "tokens_seen": 100007936 }, { "epoch": 0.03, "learning_rate": 0.0009794784353059178, "loss": 2.3449, "theoretical_loss": 4.800209360665864, "tokens_seen": 100073472 }, { "epoch": 0.03, "learning_rate": 0.0009794583751253762, "loss": 2.1891, "theoretical_loss": 4.799776276389897, "tokens_seen": 100139008 }, { "epoch": 0.03, "learning_rate": 0.0009794383149448345, "loss": 2.183, "theoretical_loss": 4.79934355475517, "tokens_seen": 100204544 }, { "epoch": 0.03, "learning_rate": 0.000979418254764293, "loss": 2.1676, "theoretical_loss": 4.79891119522115, "tokens_seen": 100270080 }, { "epoch": 0.03, "learning_rate": 0.0009793981945837513, "loss": 2.1522, "theoretical_loss": 4.798479197248461, "tokens_seen": 100335616 }, { "epoch": 0.03, "learning_rate": 0.0009793781344032096, "loss": 2.364, "theoretical_loss": 4.798047560298882, "tokens_seen": 100401152 }, { "epoch": 0.03, "learning_rate": 0.000979358074222668, "loss": 2.2696, "theoretical_loss": 4.797616283835346, "tokens_seen": 100466688 }, { "epoch": 0.03, "learning_rate": 0.0009793380140421264, "loss": 2.0181, "theoretical_loss": 4.797185367321932, "tokens_seen": 100532224 }, { "epoch": 0.03, "learning_rate": 0.0009793179538615847, "loss": 2.1756, "theoretical_loss": 4.796754810223866, "tokens_seen": 100597760 }, { "epoch": 0.03, "learning_rate": 0.000979297893681043, "loss": 2.0873, "theoretical_loss": 4.796324612007515, "tokens_seen": 100663296 }, { "epoch": 0.03, "learning_rate": 0.0009792778335005014, "loss": 2.1305, "theoretical_loss": 4.795894772140386, "tokens_seen": 100728832 }, { "epoch": 0.03, "learning_rate": 0.0009792577733199598, "loss": 2.2556, "theoretical_loss": 4.795465290091123, "tokens_seen": 100794368 }, { "epoch": 0.03, "learning_rate": 0.0009792377131394182, "loss": 2.0559, "theoretical_loss": 4.795036165329499, "tokens_seen": 100859904 }, { "epoch": 0.03, "learning_rate": 0.0009792176529588767, "loss": 2.1793, "theoretical_loss": 4.794607397326421, "tokens_seen": 100925440 }, { "epoch": 0.03, "learning_rate": 0.000979197592778335, "loss": 2.1214, "theoretical_loss": 4.794178985553919, "tokens_seen": 100990976 }, { "epoch": 0.03, "learning_rate": 0.0009791775325977935, "loss": 2.2544, "theoretical_loss": 4.793750929485149, "tokens_seen": 101056512 }, { "epoch": 0.03, "learning_rate": 0.0009791574724172518, "loss": 2.3256, "theoretical_loss": 4.793323228594385, "tokens_seen": 101122048 }, { "epoch": 0.03, "learning_rate": 0.0009791374122367102, "loss": 2.087, "theoretical_loss": 4.792895882357019, "tokens_seen": 101187584 }, { "epoch": 0.03, "learning_rate": 0.0009791173520561686, "loss": 2.0553, "theoretical_loss": 4.792468890249557, "tokens_seen": 101253120 }, { "epoch": 0.03, "learning_rate": 0.000979097291875627, "loss": 2.1112, "theoretical_loss": 4.792042251749617, "tokens_seen": 101318656 }, { "epoch": 0.03, "learning_rate": 0.0009790772316950853, "loss": 2.1636, "theoretical_loss": 4.791615966335922, "tokens_seen": 101384192 }, { "epoch": 0.03, "learning_rate": 0.0009790571715145436, "loss": 2.1967, "theoretical_loss": 4.791190033488302, "tokens_seen": 101449728 }, { "epoch": 0.03, "learning_rate": 0.000979037111334002, "loss": 2.1536, "theoretical_loss": 4.790764452687689, "tokens_seen": 101515264 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49196192622184753, "objective/train/docs_used": 44310, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.0242908000946045, "objective/train/original_loss": 2.0242908000946045, "objective/train/theoretical_loss": 4.790339223416113, "objective/train/tokens_used": 122040800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2426905632019043, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504299402236938, "objective/train/weighted_lm_loss": 2.1261332035064697, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.790339223416113, "tokens_seen": 101580800 }, { "epoch": 0.03, "learning_rate": 0.0009790170511534604, "loss": 2.0924, "theoretical_loss": 4.790339223416113, "tokens_seen": 101580800 }, { "epoch": 0.03, "learning_rate": 0.0009789969909729187, "loss": 2.1643, "theoretical_loss": 4.7899143451566975, "tokens_seen": 101646336 }, { "epoch": 0.03, "learning_rate": 0.000978976930792377, "loss": 2.1168, "theoretical_loss": 4.7894898173936635, "tokens_seen": 101711872 }, { "epoch": 0.03, "learning_rate": 0.0009789568706118357, "loss": 2.0482, "theoretical_loss": 4.789065639612316, "tokens_seen": 101777408 }, { "epoch": 0.03, "learning_rate": 0.0009789368104312938, "loss": 2.17, "theoretical_loss": 4.78864181129905, "tokens_seen": 101842944 }, { "epoch": 0.03, "learning_rate": 0.0009789167502507524, "loss": 2.0711, "theoretical_loss": 4.788218331941344, "tokens_seen": 101908480 }, { "epoch": 0.03, "learning_rate": 0.0009788966900702105, "loss": 2.0941, "theoretical_loss": 4.787795201027757, "tokens_seen": 101974016 }, { "epoch": 0.03, "learning_rate": 0.0009788766298896691, "loss": 2.149, "theoretical_loss": 4.787372418047926, "tokens_seen": 102039552 }, { "epoch": 0.03, "learning_rate": 0.0009788565697091275, "loss": 2.2792, "theoretical_loss": 4.786949982492559, "tokens_seen": 102105088 }, { "epoch": 0.03, "learning_rate": 0.0009788365095285858, "loss": 2.1955, "theoretical_loss": 4.786527893853441, "tokens_seen": 102170624 }, { "epoch": 0.03, "learning_rate": 0.0009788164493480442, "loss": 2.046, "theoretical_loss": 4.786106151623423, "tokens_seen": 102236160 }, { "epoch": 0.03, "learning_rate": 0.0009787963891675026, "loss": 2.0414, "theoretical_loss": 4.785684755296422, "tokens_seen": 102301696 }, { "epoch": 0.03, "learning_rate": 0.000978776328986961, "loss": 2.0363, "theoretical_loss": 4.785263704367418, "tokens_seen": 102367232 }, { "epoch": 0.03, "learning_rate": 0.0009787562688064193, "loss": 2.0321, "theoretical_loss": 4.7848429983324525, "tokens_seen": 102432768 }, { "epoch": 0.03, "learning_rate": 0.0009787362086258777, "loss": 2.1357, "theoretical_loss": 4.784422636688622, "tokens_seen": 102498304 }, { "epoch": 0.03, "learning_rate": 0.000978716148445336, "loss": 2.168, "theoretical_loss": 4.784002618934078, "tokens_seen": 102563840 }, { "epoch": 0.03, "learning_rate": 0.0009786960882647944, "loss": 2.0982, "theoretical_loss": 4.783582944568026, "tokens_seen": 102629376 }, { "epoch": 0.03, "learning_rate": 0.0009786760280842527, "loss": 2.145, "theoretical_loss": 4.783163613090714, "tokens_seen": 102694912 }, { "epoch": 0.03, "learning_rate": 0.000978655967903711, "loss": 2.0991, "theoretical_loss": 4.782744624003442, "tokens_seen": 102760448 }, { "epoch": 0.03, "learning_rate": 0.0009786359077231695, "loss": 2.2595, "theoretical_loss": 4.782325976808549, "tokens_seen": 102825984 }, { "epoch": 0.03, "learning_rate": 0.0009786158475426278, "loss": 2.2138, "theoretical_loss": 4.7819076710094155, "tokens_seen": 102891520 }, { "epoch": 0.03, "learning_rate": 0.0009785957873620864, "loss": 2.1458, "theoretical_loss": 4.781489706110458, "tokens_seen": 102957056 }, { "epoch": 0.03, "learning_rate": 0.0009785757271815446, "loss": 2.0066, "theoretical_loss": 4.781072081617127, "tokens_seen": 103022592 }, { "epoch": 0.03, "learning_rate": 0.0009785556670010031, "loss": 2.1166, "theoretical_loss": 4.780654797035907, "tokens_seen": 103088128 }, { "epoch": 0.03, "learning_rate": 0.0009785356068204615, "loss": 2.1703, "theoretical_loss": 4.780237851874308, "tokens_seen": 103153664 }, { "epoch": 0.03, "learning_rate": 0.0009785155466399199, "loss": 2.1396, "theoretical_loss": 4.779821245640869, "tokens_seen": 103219200 }, { "epoch": 0.03, "learning_rate": 0.0009784954864593782, "loss": 2.1718, "theoretical_loss": 4.779404977845148, "tokens_seen": 103284736 }, { "epoch": 0.03, "learning_rate": 0.0009784754262788366, "loss": 2.1923, "theoretical_loss": 4.778989047997728, "tokens_seen": 103350272 }, { "epoch": 0.03, "learning_rate": 0.000978455366098295, "loss": 2.0623, "theoretical_loss": 4.778573455610207, "tokens_seen": 103415808 }, { "epoch": 0.03, "learning_rate": 0.0009784353059177533, "loss": 2.1395, "theoretical_loss": 4.778158200195196, "tokens_seen": 103481344 }, { "epoch": 0.03, "learning_rate": 0.0009784152457372117, "loss": 2.007, "theoretical_loss": 4.777743281266321, "tokens_seen": 103546880 }, { "epoch": 0.03, "learning_rate": 0.00097839518555667, "loss": 2.0959, "theoretical_loss": 4.777328698338218, "tokens_seen": 103612416 }, { "epoch": 0.03, "learning_rate": 0.0009783751253761284, "loss": 2.146, "theoretical_loss": 4.776914450926526, "tokens_seen": 103677952 }, { "epoch": 0.03, "learning_rate": 0.0009783550651955868, "loss": 2.1683, "theoretical_loss": 4.776500538547891, "tokens_seen": 103743488 }, { "epoch": 0.03, "learning_rate": 0.0009783350050150451, "loss": 2.1065, "theoretical_loss": 4.776086960719956, "tokens_seen": 103809024 }, { "epoch": 0.03, "learning_rate": 0.0009783149448345035, "loss": 2.0547, "theoretical_loss": 4.775673716961369, "tokens_seen": 103874560 }, { "epoch": 0.03, "learning_rate": 0.0009782948846539618, "loss": 2.2282, "theoretical_loss": 4.775260806791767, "tokens_seen": 103940096 }, { "epoch": 0.03, "learning_rate": 0.0009782748244734202, "loss": 2.2749, "theoretical_loss": 4.774848229731784, "tokens_seen": 104005632 }, { "epoch": 0.03, "learning_rate": 0.0009782547642928786, "loss": 2.2745, "theoretical_loss": 4.774435985303043, "tokens_seen": 104071168 }, { "epoch": 0.03, "learning_rate": 0.0009782347041123371, "loss": 2.1922, "theoretical_loss": 4.774024073028156, "tokens_seen": 104136704 }, { "epoch": 0.03, "learning_rate": 0.0009782146439317953, "loss": 1.9764, "theoretical_loss": 4.7736124924307175, "tokens_seen": 104202240 }, { "epoch": 0.03, "learning_rate": 0.0009781945837512539, "loss": 1.9248, "theoretical_loss": 4.773201243035307, "tokens_seen": 104267776 }, { "epoch": 0.03, "learning_rate": 0.0009781745235707122, "loss": 2.1946, "theoretical_loss": 4.772790324367482, "tokens_seen": 104333312 }, { "epoch": 0.03, "learning_rate": 0.0009781544633901706, "loss": 2.1539, "theoretical_loss": 4.772379735953779, "tokens_seen": 104398848 }, { "epoch": 0.03, "learning_rate": 0.000978134403209629, "loss": 2.1859, "theoretical_loss": 4.771969477321704, "tokens_seen": 104464384 }, { "epoch": 0.03, "learning_rate": 0.0009781143430290873, "loss": 2.0899, "theoretical_loss": 4.771559547999743, "tokens_seen": 104529920 }, { "epoch": 0.03, "learning_rate": 0.0009780942828485457, "loss": 2.1757, "theoretical_loss": 4.771149947517346, "tokens_seen": 104595456 }, { "epoch": 0.03, "learning_rate": 0.000978074222668004, "loss": 2.159, "theoretical_loss": 4.770740675404928, "tokens_seen": 104660992 }, { "epoch": 0.03, "learning_rate": 0.0009780541624874624, "loss": 2.044, "theoretical_loss": 4.770331731193872, "tokens_seen": 104726528 }, { "epoch": 0.03, "learning_rate": 0.0009780341023069208, "loss": 2.0043, "theoretical_loss": 4.769923114416522, "tokens_seen": 104792064 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49358728528022766, "objective/train/docs_used": 45444, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.1862094402313232, "objective/train/original_loss": 2.1862096786499023, "objective/train/theoretical_loss": 4.769514824606178, "objective/train/tokens_used": 125317600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2443910837173462, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506013631820679, "objective/train/weighted_lm_loss": 2.2968454360961914, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.769514824606178, "tokens_seen": 104857600 }, { "epoch": 0.03, "learning_rate": 0.0009780140421263791, "loss": 2.1955, "theoretical_loss": 4.769514824606178, "tokens_seen": 104857600 }, { "epoch": 0.03, "learning_rate": 0.0009779939819458375, "loss": 2.0942, "theoretical_loss": 4.7691068612971, "tokens_seen": 104923136 }, { "epoch": 0.03, "learning_rate": 0.0009779739217652959, "loss": 1.9648, "theoretical_loss": 4.768699224024498, "tokens_seen": 104988672 }, { "epoch": 0.03, "learning_rate": 0.0009779538615847542, "loss": 2.12, "theoretical_loss": 4.768291912324538, "tokens_seen": 105054208 }, { "epoch": 0.03, "learning_rate": 0.0009779338014042126, "loss": 2.025, "theoretical_loss": 4.7678849257343305, "tokens_seen": 105119744 }, { "epoch": 0.03, "learning_rate": 0.000977913741223671, "loss": 2.1114, "theoretical_loss": 4.767478263791933, "tokens_seen": 105185280 }, { "epoch": 0.03, "learning_rate": 0.0009778936810431293, "loss": 2.0773, "theoretical_loss": 4.7670719260363486, "tokens_seen": 105250816 }, { "epoch": 0.03, "learning_rate": 0.0009778736208625879, "loss": 2.0793, "theoretical_loss": 4.76666591200752, "tokens_seen": 105316352 }, { "epoch": 0.03, "learning_rate": 0.000977853560682046, "loss": 2.0647, "theoretical_loss": 4.766260221246329, "tokens_seen": 105381888 }, { "epoch": 0.03, "learning_rate": 0.0009778335005015046, "loss": 2.0955, "theoretical_loss": 4.765854853294592, "tokens_seen": 105447424 }, { "epoch": 0.03, "learning_rate": 0.000977813440320963, "loss": 2.0974, "theoretical_loss": 4.765449807695062, "tokens_seen": 105512960 }, { "epoch": 0.03, "learning_rate": 0.0009777933801404213, "loss": 2.1978, "theoretical_loss": 4.765045083991422, "tokens_seen": 105578496 }, { "epoch": 0.03, "learning_rate": 0.0009777733199598797, "loss": 2.0725, "theoretical_loss": 4.764640681728281, "tokens_seen": 105644032 }, { "epoch": 0.03, "learning_rate": 0.000977753259779338, "loss": 2.3367, "theoretical_loss": 4.764236600451178, "tokens_seen": 105709568 }, { "epoch": 0.03, "learning_rate": 0.0009777331995987964, "loss": 2.19, "theoretical_loss": 4.763832839706574, "tokens_seen": 105775104 }, { "epoch": 0.03, "learning_rate": 0.0009777131394182548, "loss": 2.0348, "theoretical_loss": 4.763429399041852, "tokens_seen": 105840640 }, { "epoch": 0.03, "learning_rate": 0.0009776930792377131, "loss": 2.025, "theoretical_loss": 4.763026278005314, "tokens_seen": 105906176 }, { "epoch": 0.03, "learning_rate": 0.0009776730190571715, "loss": 2.2138, "theoretical_loss": 4.762623476146176, "tokens_seen": 105971712 }, { "epoch": 0.03, "learning_rate": 0.0009776529588766299, "loss": 2.0778, "theoretical_loss": 4.762220993014572, "tokens_seen": 106037248 }, { "epoch": 0.03, "learning_rate": 0.0009776328986960882, "loss": 2.0225, "theoretical_loss": 4.761818828161545, "tokens_seen": 106102784 }, { "epoch": 0.03, "learning_rate": 0.0009776128385155466, "loss": 2.1458, "theoretical_loss": 4.761416981139046, "tokens_seen": 106168320 }, { "epoch": 0.03, "learning_rate": 0.000977592778335005, "loss": 2.018, "theoretical_loss": 4.7610154514999365, "tokens_seen": 106233856 }, { "epoch": 0.03, "learning_rate": 0.0009775727181544633, "loss": 2.1109, "theoretical_loss": 4.760614238797981, "tokens_seen": 106299392 }, { "epoch": 0.03, "learning_rate": 0.000977552657973922, "loss": 2.1624, "theoretical_loss": 4.760213342587843, "tokens_seen": 106364928 }, { "epoch": 0.03, "learning_rate": 0.00097753259779338, "loss": 2.1445, "theoretical_loss": 4.75981276242509, "tokens_seen": 106430464 }, { "epoch": 0.03, "learning_rate": 0.0009775125376128386, "loss": 2.0961, "theoretical_loss": 4.759412497866186, "tokens_seen": 106496000 }, { "epoch": 0.03, "learning_rate": 0.0009774924774322968, "loss": 2.1643, "theoretical_loss": 4.759012548468487, "tokens_seen": 106561536 }, { "epoch": 0.03, "learning_rate": 0.0009774724172517553, "loss": 2.0578, "theoretical_loss": 4.758612913790243, "tokens_seen": 106627072 }, { "epoch": 0.03, "learning_rate": 0.0009774523570712137, "loss": 2.0945, "theoretical_loss": 4.758213593390595, "tokens_seen": 106692608 }, { "epoch": 0.03, "learning_rate": 0.000977432296890672, "loss": 2.0254, "theoretical_loss": 4.757814586829572, "tokens_seen": 106758144 }, { "epoch": 0.03, "learning_rate": 0.0009774122367101304, "loss": 2.1265, "theoretical_loss": 4.757415893668089, "tokens_seen": 106823680 }, { "epoch": 0.03, "learning_rate": 0.0009773921765295888, "loss": 2.1485, "theoretical_loss": 4.75701751346794, "tokens_seen": 106889216 }, { "epoch": 0.03, "learning_rate": 0.0009773721163490472, "loss": 2.0516, "theoretical_loss": 4.756619445791808, "tokens_seen": 106954752 }, { "epoch": 0.03, "learning_rate": 0.0009773520561685055, "loss": 2.1517, "theoretical_loss": 4.756221690203244, "tokens_seen": 107020288 }, { "epoch": 0.03, "learning_rate": 0.0009773319959879639, "loss": 2.2329, "theoretical_loss": 4.755824246266685, "tokens_seen": 107085824 }, { "epoch": 0.03, "learning_rate": 0.0009773119358074222, "loss": 2.1316, "theoretical_loss": 4.755427113547437, "tokens_seen": 107151360 }, { "epoch": 0.03, "learning_rate": 0.0009772918756268806, "loss": 2.0784, "theoretical_loss": 4.755030291611678, "tokens_seen": 107216896 }, { "epoch": 0.03, "learning_rate": 0.000977271815446339, "loss": 2.1254, "theoretical_loss": 4.754633780026456, "tokens_seen": 107282432 }, { "epoch": 0.03, "learning_rate": 0.0009772517552657975, "loss": 2.122, "theoretical_loss": 4.754237578359687, "tokens_seen": 107347968 }, { "epoch": 0.03, "learning_rate": 0.0009772316950852557, "loss": 2.093, "theoretical_loss": 4.753841686180152, "tokens_seen": 107413504 }, { "epoch": 0.03, "learning_rate": 0.0009772116349047143, "loss": 2.1048, "theoretical_loss": 4.753446103057492, "tokens_seen": 107479040 }, { "epoch": 0.03, "learning_rate": 0.0009771915747241726, "loss": 2.1523, "theoretical_loss": 4.753050828562211, "tokens_seen": 107544576 }, { "epoch": 0.03, "learning_rate": 0.000977171514543631, "loss": 2.1161, "theoretical_loss": 4.752655862265669, "tokens_seen": 107610112 }, { "epoch": 0.03, "learning_rate": 0.0009771514543630894, "loss": 2.0962, "theoretical_loss": 4.752261203740085, "tokens_seen": 107675648 }, { "epoch": 0.03, "learning_rate": 0.0009771313941825477, "loss": 2.1709, "theoretical_loss": 4.751866852558529, "tokens_seen": 107741184 }, { "epoch": 0.03, "learning_rate": 0.000977111334002006, "loss": 2.0602, "theoretical_loss": 4.751472808294924, "tokens_seen": 107806720 }, { "epoch": 0.03, "learning_rate": 0.0009770912738214644, "loss": 2.2369, "theoretical_loss": 4.751079070524041, "tokens_seen": 107872256 }, { "epoch": 0.03, "learning_rate": 0.0009770712136409228, "loss": 2.185, "theoretical_loss": 4.750685638821498, "tokens_seen": 107937792 }, { "epoch": 0.03, "learning_rate": 0.0009770511534603812, "loss": 2.0072, "theoretical_loss": 4.7502925127637585, "tokens_seen": 108003328 }, { "epoch": 0.03, "learning_rate": 0.0009770310932798395, "loss": 2.132, "theoretical_loss": 4.749899691928128, "tokens_seen": 108068864 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49381500482559204, "objective/train/docs_used": 46682, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.180783271789551, "objective/train/original_loss": 2.180783748626709, "objective/train/theoretical_loss": 4.749507175892756, "objective/train/tokens_used": 128594400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24419686198234558, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506229400634766, "objective/train/weighted_lm_loss": 2.291189432144165, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.749507175892756, "tokens_seen": 108134400 }, { "epoch": 0.03, "learning_rate": 0.000977011033099298, "loss": 2.1949, "theoretical_loss": 4.749507175892756, "tokens_seen": 108134400 }, { "epoch": 0.03, "learning_rate": 0.0009769909729187563, "loss": 2.1011, "theoretical_loss": 4.7491149642366235, "tokens_seen": 108199936 }, { "epoch": 0.03, "learning_rate": 0.0009769709127382146, "loss": 2.0941, "theoretical_loss": 4.7487230565395535, "tokens_seen": 108265472 }, { "epoch": 0.03, "learning_rate": 0.000976950852557673, "loss": 2.1314, "theoretical_loss": 4.7483314523822004, "tokens_seen": 108331008 }, { "epoch": 0.03, "learning_rate": 0.0009769307923771313, "loss": 2.2006, "theoretical_loss": 4.74794015134605, "tokens_seen": 108396544 }, { "epoch": 0.03, "learning_rate": 0.0009769107321965897, "loss": 2.0744, "theoretical_loss": 4.74754915301342, "tokens_seen": 108462080 }, { "epoch": 0.03, "learning_rate": 0.0009768906720160483, "loss": 2.047, "theoretical_loss": 4.747158456967452, "tokens_seen": 108527616 }, { "epoch": 0.03, "learning_rate": 0.0009768706118355064, "loss": 2.1796, "theoretical_loss": 4.746768062792116, "tokens_seen": 108593152 }, { "epoch": 0.03, "learning_rate": 0.000976850551654965, "loss": 2.0949, "theoretical_loss": 4.746377970072205, "tokens_seen": 108658688 }, { "epoch": 0.03, "learning_rate": 0.0009768304914744234, "loss": 2.1516, "theoretical_loss": 4.745988178393331, "tokens_seen": 108724224 }, { "epoch": 0.03, "learning_rate": 0.0009768104312938817, "loss": 2.1688, "theoretical_loss": 4.745598687341927, "tokens_seen": 108789760 }, { "epoch": 0.03, "learning_rate": 0.00097679037111334, "loss": 2.1327, "theoretical_loss": 4.745209496505241, "tokens_seen": 108855296 }, { "epoch": 0.03, "learning_rate": 0.0009767703109327985, "loss": 2.1034, "theoretical_loss": 4.744820605471338, "tokens_seen": 108920832 }, { "epoch": 0.03, "learning_rate": 0.0009767502507522568, "loss": 2.1114, "theoretical_loss": 4.744432013829094, "tokens_seen": 108986368 }, { "epoch": 0.03, "learning_rate": 0.0009767301905717152, "loss": 2.1984, "theoretical_loss": 4.744043721168196, "tokens_seen": 109051904 }, { "epoch": 0.03, "learning_rate": 0.0009767101303911735, "loss": 2.0895, "theoretical_loss": 4.7436557270791395, "tokens_seen": 109117440 }, { "epoch": 0.03, "learning_rate": 0.000976690070210632, "loss": 2.0292, "theoretical_loss": 4.743268031153226, "tokens_seen": 109182976 }, { "epoch": 0.03, "learning_rate": 0.0009766700100300903, "loss": 2.0267, "theoretical_loss": 4.742880632982564, "tokens_seen": 109248512 }, { "epoch": 0.03, "learning_rate": 0.0009766499498495486, "loss": 2.1127, "theoretical_loss": 4.74249353216006, "tokens_seen": 109314048 }, { "epoch": 0.03, "learning_rate": 0.000976629889669007, "loss": 1.9842, "theoretical_loss": 4.742106728279422, "tokens_seen": 109379584 }, { "epoch": 0.03, "learning_rate": 0.0009766098294884654, "loss": 2.1229, "theoretical_loss": 4.741720220935159, "tokens_seen": 109445120 }, { "epoch": 0.03, "learning_rate": 0.0009765897693079237, "loss": 2.0699, "theoretical_loss": 4.741334009722573, "tokens_seen": 109510656 }, { "epoch": 0.03, "learning_rate": 0.0009765697091273823, "loss": 2.1166, "theoretical_loss": 4.740948094237761, "tokens_seen": 109576192 }, { "epoch": 0.03, "learning_rate": 0.0009765496489468406, "loss": 2.1423, "theoretical_loss": 4.7405624740776116, "tokens_seen": 109641728 }, { "epoch": 0.03, "learning_rate": 0.0009765295887662989, "loss": 2.1827, "theoretical_loss": 4.7401771488398055, "tokens_seen": 109707264 }, { "epoch": 0.03, "learning_rate": 0.0009765095285857573, "loss": 2.1094, "theoretical_loss": 4.739792118122809, "tokens_seen": 109772800 }, { "epoch": 0.03, "learning_rate": 0.0009764894684052156, "loss": 2.0291, "theoretical_loss": 4.739407381525874, "tokens_seen": 109838336 }, { "epoch": 0.03, "learning_rate": 0.000976469408224674, "loss": 2.1474, "theoretical_loss": 4.73902293864904, "tokens_seen": 109903872 }, { "epoch": 0.03, "learning_rate": 0.0009764493480441325, "loss": 2.1552, "theoretical_loss": 4.738638789093124, "tokens_seen": 109969408 }, { "epoch": 0.03, "learning_rate": 0.0009764292878635907, "loss": 2.0372, "theoretical_loss": 4.738254932459727, "tokens_seen": 110034944 }, { "epoch": 0.03, "learning_rate": 0.0009764092276830492, "loss": 2.1613, "theoretical_loss": 4.7378713683512235, "tokens_seen": 110100480 }, { "epoch": 0.03, "learning_rate": 0.0009763891675025074, "loss": 2.0998, "theoretical_loss": 4.737488096370768, "tokens_seen": 110166016 }, { "epoch": 0.03, "learning_rate": 0.0009763691073219659, "loss": 2.0198, "theoretical_loss": 4.737105116122288, "tokens_seen": 110231552 }, { "epoch": 0.03, "learning_rate": 0.0009763490471414243, "loss": 2.1154, "theoretical_loss": 4.736722427210483, "tokens_seen": 110297088 }, { "epoch": 0.03, "learning_rate": 0.0009763289869608826, "loss": 2.2146, "theoretical_loss": 4.7363400292408215, "tokens_seen": 110362624 }, { "epoch": 0.03, "learning_rate": 0.000976308926780341, "loss": 2.1661, "theoretical_loss": 4.735957921819542, "tokens_seen": 110428160 }, { "epoch": 0.03, "learning_rate": 0.0009762888665997995, "loss": 2.1288, "theoretical_loss": 4.735576104553646, "tokens_seen": 110493696 }, { "epoch": 0.03, "learning_rate": 0.0009762688064192577, "loss": 2.0877, "theoretical_loss": 4.735194577050903, "tokens_seen": 110559232 }, { "epoch": 0.03, "learning_rate": 0.0009762487462387162, "loss": 2.2459, "theoretical_loss": 4.734813338919842, "tokens_seen": 110624768 }, { "epoch": 0.03, "learning_rate": 0.0009762286860581745, "loss": 2.0061, "theoretical_loss": 4.734432389769756, "tokens_seen": 110690304 }, { "epoch": 0.03, "learning_rate": 0.0009762086258776329, "loss": 2.0924, "theoretical_loss": 4.734051729210693, "tokens_seen": 110755840 }, { "epoch": 0.03, "learning_rate": 0.0009761885656970913, "loss": 2.0756, "theoretical_loss": 4.733671356853456, "tokens_seen": 110821376 }, { "epoch": 0.03, "learning_rate": 0.0009761685055165496, "loss": 2.111, "theoretical_loss": 4.733291272309609, "tokens_seen": 110886912 }, { "epoch": 0.03, "learning_rate": 0.000976148445336008, "loss": 2.1974, "theoretical_loss": 4.732911475191464, "tokens_seen": 110952448 }, { "epoch": 0.03, "learning_rate": 0.0009761283851554664, "loss": 1.9964, "theoretical_loss": 4.732531965112083, "tokens_seen": 111017984 }, { "epoch": 0.03, "learning_rate": 0.0009761083249749247, "loss": 2.1016, "theoretical_loss": 4.732152741685281, "tokens_seen": 111083520 }, { "epoch": 0.03, "learning_rate": 0.0009760882647943832, "loss": 2.0433, "theoretical_loss": 4.731773804525616, "tokens_seen": 111149056 }, { "epoch": 0.03, "learning_rate": 0.0009760682046138415, "loss": 2.0489, "theoretical_loss": 4.731395153248394, "tokens_seen": 111214592 }, { "epoch": 0.03, "learning_rate": 0.0009760481444332999, "loss": 1.9634, "theoretical_loss": 4.731016787469663, "tokens_seen": 111280128 }, { "epoch": 0.03, "learning_rate": 0.0009760280842527583, "loss": 2.1297, "theoretical_loss": 4.730638706806213, "tokens_seen": 111345664 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49222612380981445, "objective/train/docs_used": 47788, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9619340896606445, "objective/train/original_loss": 1.961933970451355, "objective/train/theoretical_loss": 4.73026091087557, "objective/train/tokens_used": 131871200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24286691844463348, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050457239151001, "objective/train/weighted_lm_loss": 2.060546636581421, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.73026091087557, "tokens_seen": 111411200 }, { "epoch": 0.03, "learning_rate": 0.0009760080240722167, "loss": 2.0969, "theoretical_loss": 4.73026091087557, "tokens_seen": 111411200 }, { "epoch": 0.03, "learning_rate": 0.000975987963891675, "loss": 2.1887, "theoretical_loss": 4.729883399296005, "tokens_seen": 111476736 }, { "epoch": 0.03, "learning_rate": 0.0009759679037111334, "loss": 2.049, "theoretical_loss": 4.729506171686518, "tokens_seen": 111542272 }, { "epoch": 0.03, "learning_rate": 0.0009759478435305919, "loss": 2.0852, "theoretical_loss": 4.729129227666847, "tokens_seen": 111607808 }, { "epoch": 0.03, "learning_rate": 0.0009759277833500502, "loss": 2.1017, "theoretical_loss": 4.728752566857459, "tokens_seen": 111673344 }, { "epoch": 0.03, "learning_rate": 0.0009759077231695086, "loss": 2.1405, "theoretical_loss": 4.728376188879554, "tokens_seen": 111738880 }, { "epoch": 0.03, "learning_rate": 0.0009758876629889669, "loss": 2.1897, "theoretical_loss": 4.7280000933550586, "tokens_seen": 111804416 }, { "epoch": 0.03, "learning_rate": 0.0009758676028084253, "loss": 2.1838, "theoretical_loss": 4.727624279906628, "tokens_seen": 111869952 }, { "epoch": 0.03, "learning_rate": 0.0009758475426278837, "loss": 2.047, "theoretical_loss": 4.72724874815764, "tokens_seen": 111935488 }, { "epoch": 0.03, "learning_rate": 0.0009758274824473421, "loss": 2.0746, "theoretical_loss": 4.726873497732196, "tokens_seen": 112001024 }, { "epoch": 0.03, "learning_rate": 0.0009758074222668004, "loss": 2.2697, "theoretical_loss": 4.726498528255121, "tokens_seen": 112066560 }, { "epoch": 0.03, "learning_rate": 0.0009757873620862589, "loss": 2.1296, "theoretical_loss": 4.7261238393519545, "tokens_seen": 112132096 }, { "epoch": 0.03, "learning_rate": 0.0009757673019057171, "loss": 2.1274, "theoretical_loss": 4.725749430648958, "tokens_seen": 112197632 }, { "epoch": 0.03, "learning_rate": 0.0009757472417251756, "loss": 2.0796, "theoretical_loss": 4.725375301773107, "tokens_seen": 112263168 }, { "epoch": 0.03, "learning_rate": 0.0009757271815446339, "loss": 2.0802, "theoretical_loss": 4.725001452352091, "tokens_seen": 112328704 }, { "epoch": 0.03, "learning_rate": 0.0009757071213640923, "loss": 2.1455, "theoretical_loss": 4.724627882014311, "tokens_seen": 112394240 }, { "epoch": 0.03, "learning_rate": 0.0009756870611835507, "loss": 2.0957, "theoretical_loss": 4.724254590388881, "tokens_seen": 112459776 }, { "epoch": 0.03, "learning_rate": 0.0009756670010030091, "loss": 1.9454, "theoretical_loss": 4.723881577105621, "tokens_seen": 112525312 }, { "epoch": 0.03, "learning_rate": 0.0009756469408224674, "loss": 2.157, "theoretical_loss": 4.723508841795058, "tokens_seen": 112590848 }, { "epoch": 0.03, "learning_rate": 0.0009756268806419259, "loss": 2.1352, "theoretical_loss": 4.723136384088427, "tokens_seen": 112656384 }, { "epoch": 0.03, "learning_rate": 0.0009756068204613841, "loss": 2.078, "theoretical_loss": 4.722764203617663, "tokens_seen": 112721920 }, { "epoch": 0.03, "learning_rate": 0.0009755867602808426, "loss": 2.1686, "theoretical_loss": 4.722392300015404, "tokens_seen": 112787456 }, { "epoch": 0.03, "learning_rate": 0.000975566700100301, "loss": 2.1921, "theoretical_loss": 4.7220206729149865, "tokens_seen": 112852992 }, { "epoch": 0.03, "learning_rate": 0.0009755466399197593, "loss": 2.0499, "theoretical_loss": 4.72164932195045, "tokens_seen": 112918528 }, { "epoch": 0.03, "learning_rate": 0.0009755265797392177, "loss": 2.1789, "theoretical_loss": 4.7212782467565235, "tokens_seen": 112984064 }, { "epoch": 0.03, "learning_rate": 0.000975506519558676, "loss": 2.0737, "theoretical_loss": 4.720907446968635, "tokens_seen": 113049600 }, { "epoch": 0.03, "learning_rate": 0.0009754864593781344, "loss": 2.0673, "theoretical_loss": 4.720536922222907, "tokens_seen": 113115136 }, { "epoch": 0.03, "learning_rate": 0.0009754663991975929, "loss": 2.1072, "theoretical_loss": 4.720166672156147, "tokens_seen": 113180672 }, { "epoch": 0.03, "learning_rate": 0.0009754463390170511, "loss": 2.0866, "theoretical_loss": 4.719796696405858, "tokens_seen": 113246208 }, { "epoch": 0.03, "learning_rate": 0.0009754262788365096, "loss": 2.1345, "theoretical_loss": 4.719426994610227, "tokens_seen": 113311744 }, { "epoch": 0.03, "learning_rate": 0.0009754062186559678, "loss": 2.0008, "theoretical_loss": 4.719057566408132, "tokens_seen": 113377280 }, { "epoch": 0.03, "learning_rate": 0.0009753861584754263, "loss": 2.0752, "theoretical_loss": 4.718688411439129, "tokens_seen": 113442816 }, { "epoch": 0.03, "learning_rate": 0.0009753660982948847, "loss": 2.0776, "theoretical_loss": 4.718319529343462, "tokens_seen": 113508352 }, { "epoch": 0.03, "learning_rate": 0.000975346038114343, "loss": 2.1316, "theoretical_loss": 4.7179509197620515, "tokens_seen": 113573888 }, { "epoch": 0.03, "learning_rate": 0.0009753259779338014, "loss": 2.082, "theoretical_loss": 4.717582582336503, "tokens_seen": 113639424 }, { "epoch": 0.03, "learning_rate": 0.0009753059177532599, "loss": 1.9908, "theoretical_loss": 4.7172145167090935, "tokens_seen": 113704960 }, { "epoch": 0.03, "learning_rate": 0.0009752858575727181, "loss": 2.1448, "theoretical_loss": 4.716846722522781, "tokens_seen": 113770496 }, { "epoch": 0.03, "learning_rate": 0.0009752657973921766, "loss": 2.0554, "theoretical_loss": 4.716479199421195, "tokens_seen": 113836032 }, { "epoch": 0.03, "learning_rate": 0.0009752457372116349, "loss": 1.9584, "theoretical_loss": 4.716111947048638, "tokens_seen": 113901568 }, { "epoch": 0.03, "learning_rate": 0.0009752256770310933, "loss": 2.0346, "theoretical_loss": 4.715744965050087, "tokens_seen": 113967104 }, { "epoch": 0.03, "learning_rate": 0.0009752056168505517, "loss": 2.1214, "theoretical_loss": 4.715378253071181, "tokens_seen": 114032640 }, { "epoch": 0.03, "learning_rate": 0.00097518555667001, "loss": 2.01, "theoretical_loss": 4.715011810758236, "tokens_seen": 114098176 }, { "epoch": 0.03, "learning_rate": 0.0009751654964894684, "loss": 2.0735, "theoretical_loss": 4.714645637758226, "tokens_seen": 114163712 }, { "epoch": 0.03, "learning_rate": 0.0009751454363089268, "loss": 2.0352, "theoretical_loss": 4.714279733718793, "tokens_seen": 114229248 }, { "epoch": 0.03, "learning_rate": 0.0009751253761283851, "loss": 2.1201, "theoretical_loss": 4.713914098288242, "tokens_seen": 114294784 }, { "epoch": 0.03, "learning_rate": 0.0009751053159478436, "loss": 2.0151, "theoretical_loss": 4.71354873111554, "tokens_seen": 114360320 }, { "epoch": 0.03, "learning_rate": 0.0009750852557673019, "loss": 1.9781, "theoretical_loss": 4.7131836318503115, "tokens_seen": 114425856 }, { "epoch": 0.03, "learning_rate": 0.0009750651955867603, "loss": 2.0794, "theoretical_loss": 4.7128188001428395, "tokens_seen": 114491392 }, { "epoch": 0.03, "learning_rate": 0.0009750451354062187, "loss": 2.075, "theoretical_loss": 4.712454235644064, "tokens_seen": 114556928 }, { "epoch": 0.03, "learning_rate": 0.0009750250752256771, "loss": 2.1529, "theoretical_loss": 4.71208993800558, "tokens_seen": 114622464 }, { "epoch": 0.03, "objective/train/advantage_avg": 0.49528729915618896, "objective/train/docs_used": 48994, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.978676676750183, "objective/train/original_loss": 1.9786767959594727, "objective/train/theoretical_loss": 4.711725906879634, "objective/train/tokens_used": 135148000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24554309248924255, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507770776748657, "objective/train/weighted_lm_loss": 2.0792107582092285, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.711725906879634, "tokens_seen": 114688000 }, { "epoch": 0.03, "learning_rate": 0.0009750050150451354, "loss": 2.0281, "theoretical_loss": 4.711725906879634, "tokens_seen": 114688000 }, { "epoch": 0.03, "learning_rate": 0.0009749849548645938, "loss": 2.0641, "theoretical_loss": 4.7113621419191265, "tokens_seen": 114753536 }, { "epoch": 0.03, "learning_rate": 0.0009749648946840521, "loss": 2.1124, "theoretical_loss": 4.710998642777606, "tokens_seen": 114819072 }, { "epoch": 0.03, "learning_rate": 0.0009749448345035106, "loss": 2.0097, "theoretical_loss": 4.710635409109269, "tokens_seen": 114884608 }, { "epoch": 0.03, "learning_rate": 0.0009749247743229689, "loss": 2.2112, "theoretical_loss": 4.710272440568962, "tokens_seen": 114950144 }, { "epoch": 0.03, "learning_rate": 0.0009749047141424273, "loss": 2.1056, "theoretical_loss": 4.709909736812172, "tokens_seen": 115015680 }, { "epoch": 0.03, "learning_rate": 0.0009748846539618856, "loss": 2.2072, "theoretical_loss": 4.709547297495034, "tokens_seen": 115081216 }, { "epoch": 0.03, "learning_rate": 0.0009748645937813441, "loss": 2.1081, "theoretical_loss": 4.709185122274322, "tokens_seen": 115146752 }, { "epoch": 0.03, "learning_rate": 0.0009748445336008024, "loss": 2.0524, "theoretical_loss": 4.708823210807452, "tokens_seen": 115212288 }, { "epoch": 0.03, "learning_rate": 0.0009748244734202608, "loss": 1.8597, "theoretical_loss": 4.708461562752479, "tokens_seen": 115277824 }, { "epoch": 0.03, "learning_rate": 0.0009748044132397191, "loss": 2.0625, "theoretical_loss": 4.708100177768094, "tokens_seen": 115343360 }, { "epoch": 0.03, "learning_rate": 0.0009747843530591775, "loss": 2.0811, "theoretical_loss": 4.707739055513627, "tokens_seen": 115408896 }, { "epoch": 0.03, "learning_rate": 0.0009747642928786359, "loss": 2.183, "theoretical_loss": 4.707378195649038, "tokens_seen": 115474432 }, { "epoch": 0.04, "learning_rate": 0.0009747442326980943, "loss": 1.9737, "theoretical_loss": 4.7070175978349225, "tokens_seen": 115539968 }, { "epoch": 0.04, "learning_rate": 0.0009747241725175526, "loss": 2.1049, "theoretical_loss": 4.7066572617325075, "tokens_seen": 115605504 }, { "epoch": 0.04, "learning_rate": 0.0009747041123370111, "loss": 2.0388, "theoretical_loss": 4.706297187003647, "tokens_seen": 115671040 }, { "epoch": 0.04, "learning_rate": 0.0009746840521564694, "loss": 2.0434, "theoretical_loss": 4.705937373310828, "tokens_seen": 115736576 }, { "epoch": 0.04, "learning_rate": 0.0009746639919759278, "loss": 2.2422, "theoretical_loss": 4.705577820317158, "tokens_seen": 115802112 }, { "epoch": 0.04, "learning_rate": 0.0009746439317953862, "loss": 2.1174, "theoretical_loss": 4.705218527686375, "tokens_seen": 115867648 }, { "epoch": 0.04, "learning_rate": 0.0009746238716148445, "loss": 2.1772, "theoretical_loss": 4.704859495082837, "tokens_seen": 115933184 }, { "epoch": 0.04, "learning_rate": 0.0009746038114343029, "loss": 2.1444, "theoretical_loss": 4.704500722171526, "tokens_seen": 115998720 }, { "epoch": 0.04, "learning_rate": 0.0009745837512537614, "loss": 2.2104, "theoretical_loss": 4.704142208618045, "tokens_seen": 116064256 }, { "epoch": 0.04, "learning_rate": 0.0009745636910732196, "loss": 2.0155, "theoretical_loss": 4.703783954088612, "tokens_seen": 116129792 }, { "epoch": 0.04, "learning_rate": 0.0009745436308926781, "loss": 2.3143, "theoretical_loss": 4.703425958250071, "tokens_seen": 116195328 }, { "epoch": 0.04, "learning_rate": 0.0009745235707121363, "loss": 2.1153, "theoretical_loss": 4.703068220769872, "tokens_seen": 116260864 }, { "epoch": 0.04, "learning_rate": 0.0009745035105315948, "loss": 2.0486, "theoretical_loss": 4.702710741316087, "tokens_seen": 116326400 }, { "epoch": 0.04, "learning_rate": 0.0009744834503510532, "loss": 2.1845, "theoretical_loss": 4.702353519557398, "tokens_seen": 116391936 }, { "epoch": 0.04, "learning_rate": 0.0009744633901705115, "loss": 2.2034, "theoretical_loss": 4.701996555163101, "tokens_seen": 116457472 }, { "epoch": 0.04, "learning_rate": 0.00097444332998997, "loss": 2.0476, "theoretical_loss": 4.701639847803098, "tokens_seen": 116523008 }, { "epoch": 0.04, "learning_rate": 0.0009744232698094282, "loss": 2.1367, "theoretical_loss": 4.701283397147904, "tokens_seen": 116588544 }, { "epoch": 0.04, "learning_rate": 0.0009744032096288867, "loss": 2.0433, "theoretical_loss": 4.700927202868639, "tokens_seen": 116654080 }, { "epoch": 0.04, "learning_rate": 0.0009743831494483451, "loss": 2.0795, "theoretical_loss": 4.700571264637029, "tokens_seen": 116719616 }, { "epoch": 0.04, "learning_rate": 0.0009743630892678034, "loss": 1.985, "theoretical_loss": 4.700215582125406, "tokens_seen": 116785152 }, { "epoch": 0.04, "learning_rate": 0.0009743430290872618, "loss": 2.0779, "theoretical_loss": 4.699860155006702, "tokens_seen": 116850688 }, { "epoch": 0.04, "learning_rate": 0.0009743229689067203, "loss": 2.0759, "theoretical_loss": 4.699504982954452, "tokens_seen": 116916224 }, { "epoch": 0.04, "learning_rate": 0.0009743029087261785, "loss": 2.1299, "theoretical_loss": 4.699150065642794, "tokens_seen": 116981760 }, { "epoch": 0.04, "learning_rate": 0.000974282848545637, "loss": 1.9488, "theoretical_loss": 4.698795402746457, "tokens_seen": 117047296 }, { "epoch": 0.04, "learning_rate": 0.0009742627883650953, "loss": 2.0521, "theoretical_loss": 4.6984409939407765, "tokens_seen": 117112832 }, { "epoch": 0.04, "learning_rate": 0.0009742427281845537, "loss": 2.3108, "theoretical_loss": 4.698086838901676, "tokens_seen": 117178368 }, { "epoch": 0.04, "learning_rate": 0.0009742226680040121, "loss": 2.0137, "theoretical_loss": 4.697732937305678, "tokens_seen": 117243904 }, { "epoch": 0.04, "learning_rate": 0.0009742026078234705, "loss": 2.1527, "theoretical_loss": 4.697379288829895, "tokens_seen": 117309440 }, { "epoch": 0.04, "learning_rate": 0.0009741825476429288, "loss": 1.9996, "theoretical_loss": 4.697025893152032, "tokens_seen": 117374976 }, { "epoch": 0.04, "learning_rate": 0.0009741624874623872, "loss": 2.1059, "theoretical_loss": 4.696672749950385, "tokens_seen": 117440512 }, { "epoch": 0.04, "learning_rate": 0.0009741424272818455, "loss": 1.938, "theoretical_loss": 4.696319858903838, "tokens_seen": 117506048 }, { "epoch": 0.04, "learning_rate": 0.000974122367101304, "loss": 2.1274, "theoretical_loss": 4.69596721969186, "tokens_seen": 117571584 }, { "epoch": 0.04, "learning_rate": 0.0009741023069207623, "loss": 2.1286, "theoretical_loss": 4.69561483199451, "tokens_seen": 117637120 }, { "epoch": 0.04, "learning_rate": 0.0009740822467402207, "loss": 2.0024, "theoretical_loss": 4.695262695492428, "tokens_seen": 117702656 }, { "epoch": 0.04, "learning_rate": 0.0009740621865596791, "loss": 1.99, "theoretical_loss": 4.694910809866839, "tokens_seen": 117768192 }, { "epoch": 0.04, "learning_rate": 0.0009740421263791375, "loss": 2.1947, "theoretical_loss": 4.694559174799549, "tokens_seen": 117833728 }, { "epoch": 0.04, "learning_rate": 0.0009740220661985958, "loss": 2.0581, "theoretical_loss": 4.694207789972943, "tokens_seen": 117899264 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.4920607805252075, "objective/train/docs_used": 50256, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.054048776626587, "objective/train/original_loss": 2.054048776626587, "objective/train/theoretical_loss": 4.693856655069986, "objective/train/tokens_used": 138424800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2430429458618164, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504416227340698, "objective/train/weighted_lm_loss": 2.157548666000366, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 4.693856655069986, "tokens_seen": 117964800 }, { "epoch": 0.04, "learning_rate": 0.0009740020060180542, "loss": 2.1324, "theoretical_loss": 4.693856655069986, "tokens_seen": 117964800 }, { "epoch": 0.04, "learning_rate": 0.0009739819458375125, "loss": 2.1721, "theoretical_loss": 4.693505769774223, "tokens_seen": 118030336 }, { "epoch": 0.04, "learning_rate": 0.000973961885656971, "loss": 2.1294, "theoretical_loss": 4.6931551337697694, "tokens_seen": 118095872 }, { "epoch": 0.04, "learning_rate": 0.0009739418254764293, "loss": 2.0215, "theoretical_loss": 4.692804746741322, "tokens_seen": 118161408 }, { "epoch": 0.04, "learning_rate": 0.0009739217652958877, "loss": 2.1654, "theoretical_loss": 4.692454608374145, "tokens_seen": 118226944 }, { "epoch": 0.04, "learning_rate": 0.000973901705115346, "loss": 2.1852, "theoretical_loss": 4.692104718354077, "tokens_seen": 118292480 }, { "epoch": 0.04, "learning_rate": 0.0009738816449348045, "loss": 1.9563, "theoretical_loss": 4.69175507636753, "tokens_seen": 118358016 }, { "epoch": 0.04, "learning_rate": 0.0009738615847542628, "loss": 2.0985, "theoretical_loss": 4.691405682101482, "tokens_seen": 118423552 }, { "epoch": 0.04, "learning_rate": 0.0009738415245737212, "loss": 2.0069, "theoretical_loss": 4.6910565352434785, "tokens_seen": 118489088 }, { "epoch": 0.04, "learning_rate": 0.0009738214643931796, "loss": 2.1439, "theoretical_loss": 4.690707635481634, "tokens_seen": 118554624 }, { "epoch": 0.04, "learning_rate": 0.0009738014042126379, "loss": 2.0671, "theoretical_loss": 4.690358982504628, "tokens_seen": 118620160 }, { "epoch": 0.04, "learning_rate": 0.0009737813440320963, "loss": 1.9935, "theoretical_loss": 4.690010576001702, "tokens_seen": 118685696 }, { "epoch": 0.04, "learning_rate": 0.0009737612838515547, "loss": 2.0938, "theoretical_loss": 4.689662415662662, "tokens_seen": 118751232 }, { "epoch": 0.04, "learning_rate": 0.000973741223671013, "loss": 2.0523, "theoretical_loss": 4.689314501177874, "tokens_seen": 118816768 }, { "epoch": 0.04, "learning_rate": 0.0009737211634904715, "loss": 2.0498, "theoretical_loss": 4.6889668322382665, "tokens_seen": 118882304 }, { "epoch": 0.04, "learning_rate": 0.0009737011033099298, "loss": 2.025, "theoretical_loss": 4.688619408535323, "tokens_seen": 118947840 }, { "epoch": 0.04, "learning_rate": 0.0009736810431293882, "loss": 2.1013, "theoretical_loss": 4.688272229761087, "tokens_seen": 119013376 }, { "epoch": 0.04, "learning_rate": 0.0009736609829488466, "loss": 2.1606, "theoretical_loss": 4.687925295608157, "tokens_seen": 119078912 }, { "epoch": 0.04, "learning_rate": 0.0009736409227683049, "loss": 2.1686, "theoretical_loss": 4.687578605769687, "tokens_seen": 119144448 }, { "epoch": 0.04, "learning_rate": 0.0009736208625877633, "loss": 2.0253, "theoretical_loss": 4.6872321599393825, "tokens_seen": 119209984 }, { "epoch": 0.04, "learning_rate": 0.0009736008024072218, "loss": 2.0954, "theoretical_loss": 4.686885957811503, "tokens_seen": 119275520 }, { "epoch": 0.04, "learning_rate": 0.00097358074222668, "loss": 1.9549, "theoretical_loss": 4.6865399990808605, "tokens_seen": 119341056 }, { "epoch": 0.04, "learning_rate": 0.0009735606820461385, "loss": 1.9711, "theoretical_loss": 4.686194283442811, "tokens_seen": 119406592 }, { "epoch": 0.04, "learning_rate": 0.0009735406218655967, "loss": 2.1033, "theoretical_loss": 4.685848810593263, "tokens_seen": 119472128 }, { "epoch": 0.04, "learning_rate": 0.0009735205616850552, "loss": 1.9815, "theoretical_loss": 4.685503580228671, "tokens_seen": 119537664 }, { "epoch": 0.04, "learning_rate": 0.0009735005015045136, "loss": 2.1605, "theoretical_loss": 4.685158592046037, "tokens_seen": 119603200 }, { "epoch": 0.04, "learning_rate": 0.0009734804413239719, "loss": 1.963, "theoretical_loss": 4.684813845742902, "tokens_seen": 119668736 }, { "epoch": 0.04, "learning_rate": 0.0009734603811434303, "loss": 2.0143, "theoretical_loss": 4.684469341017357, "tokens_seen": 119734272 }, { "epoch": 0.04, "learning_rate": 0.0009734403209628886, "loss": 2.0491, "theoretical_loss": 4.684125077568028, "tokens_seen": 119799808 }, { "epoch": 0.04, "learning_rate": 0.000973420260782347, "loss": 2.2728, "theoretical_loss": 4.683781055094087, "tokens_seen": 119865344 }, { "epoch": 0.04, "learning_rate": 0.0009734002006018055, "loss": 2.0802, "theoretical_loss": 4.683437273295245, "tokens_seen": 119930880 }, { "epoch": 0.04, "learning_rate": 0.0009733801404212637, "loss": 2.1258, "theoretical_loss": 4.683093731871746, "tokens_seen": 119996416 }, { "epoch": 0.04, "learning_rate": 0.0009733600802407222, "loss": 1.933, "theoretical_loss": 4.682750430524376, "tokens_seen": 120061952 }, { "epoch": 0.04, "learning_rate": 0.0009733400200601806, "loss": 2.0386, "theoretical_loss": 4.682407368954454, "tokens_seen": 120127488 }, { "epoch": 0.04, "learning_rate": 0.0009733199598796389, "loss": 2.1227, "theoretical_loss": 4.682064546863834, "tokens_seen": 120193024 }, { "epoch": 0.04, "learning_rate": 0.0009732998996990973, "loss": 2.0572, "theoretical_loss": 4.681721963954903, "tokens_seen": 120258560 }, { "epoch": 0.04, "learning_rate": 0.0009732798395185557, "loss": 2.2008, "theoretical_loss": 4.6813796199305795, "tokens_seen": 120324096 }, { "epoch": 0.04, "learning_rate": 0.000973259779338014, "loss": 2.0648, "theoretical_loss": 4.681037514494313, "tokens_seen": 120389632 }, { "epoch": 0.04, "learning_rate": 0.0009732397191574725, "loss": 2.1425, "theoretical_loss": 4.680695647350082, "tokens_seen": 120455168 }, { "epoch": 0.04, "learning_rate": 0.0009732196589769307, "loss": 2.1755, "theoretical_loss": 4.680354018202394, "tokens_seen": 120520704 }, { "epoch": 0.04, "learning_rate": 0.0009731995987963892, "loss": 2.08, "theoretical_loss": 4.68001262675628, "tokens_seen": 120586240 }, { "epoch": 0.04, "learning_rate": 0.0009731795386158475, "loss": 1.8476, "theoretical_loss": 4.6796714727173025, "tokens_seen": 120651776 }, { "epoch": 0.04, "learning_rate": 0.0009731594784353059, "loss": 2.1225, "theoretical_loss": 4.679330555791543, "tokens_seen": 120717312 }, { "epoch": 0.04, "learning_rate": 0.0009731394182547643, "loss": 2.1533, "theoretical_loss": 4.678989875685607, "tokens_seen": 120782848 }, { "epoch": 0.04, "learning_rate": 0.0009731193580742227, "loss": 2.0241, "theoretical_loss": 4.678649432106627, "tokens_seen": 120848384 }, { "epoch": 0.04, "learning_rate": 0.000973099297893681, "loss": 1.9959, "theoretical_loss": 4.678309224762249, "tokens_seen": 120913920 }, { "epoch": 0.04, "learning_rate": 0.0009730792377131395, "loss": 2.239, "theoretical_loss": 4.677969253360644, "tokens_seen": 120979456 }, { "epoch": 0.04, "learning_rate": 0.0009730591775325977, "loss": 2.1644, "theoretical_loss": 4.677629517610498, "tokens_seen": 121044992 }, { "epoch": 0.04, "learning_rate": 0.0009730391173520562, "loss": 1.9964, "theoretical_loss": 4.677290017221017, "tokens_seen": 121110528 }, { "epoch": 0.04, "learning_rate": 0.0009730190571715145, "loss": 2.1193, "theoretical_loss": 4.67695075190192, "tokens_seen": 121176064 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.4931885600090027, "objective/train/docs_used": 51395, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.00555157661438, "objective/train/original_loss": 2.00555157661438, "objective/train/theoretical_loss": 4.676611721363443, "objective/train/tokens_used": 141701600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24360352754592896, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050557255744934, "objective/train/weighted_lm_loss": 2.1069064140319824, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.676611721363443, "tokens_seen": 121241600 }, { "epoch": 0.04, "learning_rate": 0.0009729989969909729, "loss": 2.107, "theoretical_loss": 4.676611721363443, "tokens_seen": 121241600 }, { "epoch": 0.04, "learning_rate": 0.0009729789368104313, "loss": 1.9974, "theoretical_loss": 4.6762729253163355, "tokens_seen": 121307136 }, { "epoch": 0.04, "learning_rate": 0.0009729588766298897, "loss": 2.0427, "theoretical_loss": 4.675934363471857, "tokens_seen": 121372672 }, { "epoch": 0.04, "learning_rate": 0.0009729388164493481, "loss": 1.9648, "theoretical_loss": 4.675596035541782, "tokens_seen": 121438208 }, { "epoch": 0.04, "learning_rate": 0.0009729187562688064, "loss": 2.0273, "theoretical_loss": 4.675257941238391, "tokens_seen": 121503744 }, { "epoch": 0.04, "learning_rate": 0.0009728986960882649, "loss": 2.041, "theoretical_loss": 4.674920080274475, "tokens_seen": 121569280 }, { "epoch": 0.04, "learning_rate": 0.0009728786359077232, "loss": 2.0907, "theoretical_loss": 4.674582452363334, "tokens_seen": 121634816 }, { "epoch": 0.04, "learning_rate": 0.0009728585757271816, "loss": 2.0461, "theoretical_loss": 4.674245057218775, "tokens_seen": 121700352 }, { "epoch": 0.04, "learning_rate": 0.00097283851554664, "loss": 2.1216, "theoretical_loss": 4.673907894555105, "tokens_seen": 121765888 }, { "epoch": 0.04, "learning_rate": 0.0009728184553660983, "loss": 1.9807, "theoretical_loss": 4.673570964087141, "tokens_seen": 121831424 }, { "epoch": 0.04, "learning_rate": 0.0009727983951855567, "loss": 2.1125, "theoretical_loss": 4.673234265530201, "tokens_seen": 121896960 }, { "epoch": 0.04, "learning_rate": 0.0009727783350050151, "loss": 1.9752, "theoretical_loss": 4.672897798600104, "tokens_seen": 121962496 }, { "epoch": 0.04, "learning_rate": 0.0009727582748244734, "loss": 2.0491, "theoretical_loss": 4.672561563013172, "tokens_seen": 122028032 }, { "epoch": 0.04, "learning_rate": 0.0009727382146439319, "loss": 2.019, "theoretical_loss": 4.672225558486223, "tokens_seen": 122093568 }, { "epoch": 0.04, "learning_rate": 0.0009727181544633902, "loss": 2.064, "theoretical_loss": 4.671889784736576, "tokens_seen": 122159104 }, { "epoch": 0.04, "learning_rate": 0.0009726980942828486, "loss": 2.0167, "theoretical_loss": 4.671554241482047, "tokens_seen": 122224640 }, { "epoch": 0.04, "learning_rate": 0.000972678034102307, "loss": 2.2564, "theoretical_loss": 4.671218928440947, "tokens_seen": 122290176 }, { "epoch": 0.04, "learning_rate": 0.0009726579739217653, "loss": 2.0625, "theoretical_loss": 4.670883845332084, "tokens_seen": 122355712 }, { "epoch": 0.04, "learning_rate": 0.0009726379137412237, "loss": 1.9611, "theoretical_loss": 4.670548991874758, "tokens_seen": 122421248 }, { "epoch": 0.04, "learning_rate": 0.0009726178535606822, "loss": 1.9603, "theoretical_loss": 4.670214367788761, "tokens_seen": 122486784 }, { "epoch": 0.04, "learning_rate": 0.0009725977933801404, "loss": 2.095, "theoretical_loss": 4.66987997279438, "tokens_seen": 122552320 }, { "epoch": 0.04, "learning_rate": 0.0009725777331995989, "loss": 1.9932, "theoretical_loss": 4.669545806612389, "tokens_seen": 122617856 }, { "epoch": 0.04, "learning_rate": 0.0009725576730190571, "loss": 2.0098, "theoretical_loss": 4.669211868964052, "tokens_seen": 122683392 }, { "epoch": 0.04, "learning_rate": 0.0009725376128385156, "loss": 2.0485, "theoretical_loss": 4.668878159571123, "tokens_seen": 122748928 }, { "epoch": 0.04, "learning_rate": 0.000972517552657974, "loss": 2.0402, "theoretical_loss": 4.6685446781558415, "tokens_seen": 122814464 }, { "epoch": 0.04, "learning_rate": 0.0009724974924774323, "loss": 2.0854, "theoretical_loss": 4.668211424440934, "tokens_seen": 122880000 }, { "epoch": 0.04, "learning_rate": 0.0009724774322968907, "loss": 2.1726, "theoretical_loss": 4.66787839814961, "tokens_seen": 122945536 }, { "epoch": 0.04, "learning_rate": 0.000972457372116349, "loss": 2.0551, "theoretical_loss": 4.667545599005566, "tokens_seen": 123011072 }, { "epoch": 0.04, "learning_rate": 0.0009724373119358074, "loss": 2.0483, "theoretical_loss": 4.667213026732977, "tokens_seen": 123076608 }, { "epoch": 0.04, "learning_rate": 0.0009724172517552659, "loss": 1.9799, "theoretical_loss": 4.6668806810565036, "tokens_seen": 123142144 }, { "epoch": 0.04, "learning_rate": 0.0009723971915747241, "loss": 2.1432, "theoretical_loss": 4.666548561701285, "tokens_seen": 123207680 }, { "epoch": 0.04, "learning_rate": 0.0009723771313941826, "loss": 2.091, "theoretical_loss": 4.666216668392939, "tokens_seen": 123273216 }, { "epoch": 0.04, "learning_rate": 0.000972357071213641, "loss": 2.0325, "theoretical_loss": 4.665885000857562, "tokens_seen": 123338752 }, { "epoch": 0.04, "learning_rate": 0.0009723370110330993, "loss": 2.0689, "theoretical_loss": 4.665553558821729, "tokens_seen": 123404288 }, { "epoch": 0.04, "learning_rate": 0.0009723169508525577, "loss": 2.125, "theoretical_loss": 4.665222342012491, "tokens_seen": 123469824 }, { "epoch": 0.04, "learning_rate": 0.0009722968906720161, "loss": 1.9438, "theoretical_loss": 4.664891350157374, "tokens_seen": 123535360 }, { "epoch": 0.04, "learning_rate": 0.0009722768304914744, "loss": 2.0849, "theoretical_loss": 4.664560582984374, "tokens_seen": 123600896 }, { "epoch": 0.04, "learning_rate": 0.0009722567703109329, "loss": 1.9947, "theoretical_loss": 4.664230040221966, "tokens_seen": 123666432 }, { "epoch": 0.04, "learning_rate": 0.0009722367101303911, "loss": 2.2468, "theoretical_loss": 4.663899721599093, "tokens_seen": 123731968 }, { "epoch": 0.04, "learning_rate": 0.0009722166499498496, "loss": 1.9996, "theoretical_loss": 4.66356962684517, "tokens_seen": 123797504 }, { "epoch": 0.04, "learning_rate": 0.0009721965897693079, "loss": 2.03, "theoretical_loss": 4.663239755690082, "tokens_seen": 123863040 }, { "epoch": 0.04, "learning_rate": 0.0009721765295887663, "loss": 2.0711, "theoretical_loss": 4.66291010786418, "tokens_seen": 123928576 }, { "epoch": 0.04, "learning_rate": 0.0009721564694082247, "loss": 1.9784, "theoretical_loss": 4.6625806830982865, "tokens_seen": 123994112 }, { "epoch": 0.04, "learning_rate": 0.0009721364092276831, "loss": 1.9567, "theoretical_loss": 4.662251481123688, "tokens_seen": 124059648 }, { "epoch": 0.04, "learning_rate": 0.0009721163490471414, "loss": 2.0798, "theoretical_loss": 4.661922501672136, "tokens_seen": 124125184 }, { "epoch": 0.04, "learning_rate": 0.0009720962888665999, "loss": 2.0622, "theoretical_loss": 4.66159374447585, "tokens_seen": 124190720 }, { "epoch": 0.04, "learning_rate": 0.0009720762286860581, "loss": 2.0201, "theoretical_loss": 4.661265209267507, "tokens_seen": 124256256 }, { "epoch": 0.04, "learning_rate": 0.0009720561685055166, "loss": 1.9692, "theoretical_loss": 4.660936895780253, "tokens_seen": 124321792 }, { "epoch": 0.04, "learning_rate": 0.0009720361083249749, "loss": 2.1423, "theoretical_loss": 4.660608803747688, "tokens_seen": 124387328 }, { "epoch": 0.04, "learning_rate": 0.0009720160481444333, "loss": 2.0592, "theoretical_loss": 4.660280932903879, "tokens_seen": 124452864 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.4943527281284332, "objective/train/docs_used": 52572, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8934916257858276, "objective/train/original_loss": 1.8934917449951172, "objective/train/theoretical_loss": 4.659953282983348, "objective/train/tokens_used": 144978400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446935772895813, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050679326057434, "objective/train/weighted_lm_loss": 1.9894511699676514, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.659953282983348, "tokens_seen": 124518400 }, { "epoch": 0.04, "learning_rate": 0.0009719959879638917, "loss": 1.9832, "theoretical_loss": 4.659953282983348, "tokens_seen": 124518400 }, { "epoch": 0.04, "learning_rate": 0.0009719759277833501, "loss": 2.0029, "theoretical_loss": 4.659625853721076, "tokens_seen": 124583936 }, { "epoch": 0.04, "learning_rate": 0.0009719558676028084, "loss": 2.167, "theoretical_loss": 4.659298644852502, "tokens_seen": 124649472 }, { "epoch": 0.04, "learning_rate": 0.0009719358074222668, "loss": 2.0752, "theoretical_loss": 4.65897165611352, "tokens_seen": 124715008 }, { "epoch": 0.04, "learning_rate": 0.0009719157472417252, "loss": 2.1872, "theoretical_loss": 4.658644887240481, "tokens_seen": 124780544 }, { "epoch": 0.04, "learning_rate": 0.0009718956870611836, "loss": 2.0446, "theoretical_loss": 4.6583183379701865, "tokens_seen": 124846080 }, { "epoch": 0.04, "learning_rate": 0.0009718756268806419, "loss": 2.0463, "theoretical_loss": 4.657992008039894, "tokens_seen": 124911616 }, { "epoch": 0.04, "learning_rate": 0.0009718555667001004, "loss": 2.1342, "theoretical_loss": 4.657665897187313, "tokens_seen": 124977152 }, { "epoch": 0.04, "learning_rate": 0.0009718355065195586, "loss": 2.1419, "theoretical_loss": 4.657340005150602, "tokens_seen": 125042688 }, { "epoch": 0.04, "learning_rate": 0.0009718154463390171, "loss": 2.1212, "theoretical_loss": 4.657014331668371, "tokens_seen": 125108224 }, { "epoch": 0.04, "learning_rate": 0.0009717953861584754, "loss": 2.106, "theoretical_loss": 4.656688876479679, "tokens_seen": 125173760 }, { "epoch": 0.04, "learning_rate": 0.0009717753259779338, "loss": 2.0815, "theoretical_loss": 4.656363639324032, "tokens_seen": 125239296 }, { "epoch": 0.04, "learning_rate": 0.0009717552657973922, "loss": 2.0729, "theoretical_loss": 4.656038619941382, "tokens_seen": 125304832 }, { "epoch": 0.04, "learning_rate": 0.0009717352056168506, "loss": 1.8985, "theoretical_loss": 4.655713818072132, "tokens_seen": 125370368 }, { "epoch": 0.04, "learning_rate": 0.0009717151454363089, "loss": 2.0584, "theoretical_loss": 4.655389233457123, "tokens_seen": 125435904 }, { "epoch": 0.04, "learning_rate": 0.0009716950852557674, "loss": 2.067, "theoretical_loss": 4.6550648658376454, "tokens_seen": 125501440 }, { "epoch": 0.04, "learning_rate": 0.0009716750250752256, "loss": 2.0179, "theoretical_loss": 4.654740714955429, "tokens_seen": 125566976 }, { "epoch": 0.04, "learning_rate": 0.0009716549648946841, "loss": 2.0203, "theoretical_loss": 4.654416780552648, "tokens_seen": 125632512 }, { "epoch": 0.04, "learning_rate": 0.0009716349047141424, "loss": 2.1031, "theoretical_loss": 4.654093062371917, "tokens_seen": 125698048 }, { "epoch": 0.04, "learning_rate": 0.0009716148445336008, "loss": 2.1167, "theoretical_loss": 4.65376956015629, "tokens_seen": 125763584 }, { "epoch": 0.04, "learning_rate": 0.0009715947843530592, "loss": 2.0359, "theoretical_loss": 4.653446273649259, "tokens_seen": 125829120 }, { "epoch": 0.04, "learning_rate": 0.0009715747241725175, "loss": 2.0423, "theoretical_loss": 4.653123202594757, "tokens_seen": 125894656 }, { "epoch": 0.04, "learning_rate": 0.0009715546639919759, "loss": 2.1098, "theoretical_loss": 4.652800346737152, "tokens_seen": 125960192 }, { "epoch": 0.04, "learning_rate": 0.0009715346038114344, "loss": 2.062, "theoretical_loss": 4.652477705821248, "tokens_seen": 126025728 }, { "epoch": 0.04, "learning_rate": 0.0009715145436308926, "loss": 1.9808, "theoretical_loss": 4.652155279592286, "tokens_seen": 126091264 }, { "epoch": 0.04, "learning_rate": 0.0009714944834503511, "loss": 2.0248, "theoretical_loss": 4.651833067795939, "tokens_seen": 126156800 }, { "epoch": 0.04, "learning_rate": 0.0009714744232698093, "loss": 1.9461, "theoretical_loss": 4.651511070178314, "tokens_seen": 126222336 }, { "epoch": 0.04, "learning_rate": 0.0009714543630892678, "loss": 2.1108, "theoretical_loss": 4.65118928648595, "tokens_seen": 126287872 }, { "epoch": 0.04, "learning_rate": 0.0009714343029087263, "loss": 2.0036, "theoretical_loss": 4.650867716465819, "tokens_seen": 126353408 }, { "epoch": 0.04, "learning_rate": 0.0009714142427281845, "loss": 1.8282, "theoretical_loss": 4.65054635986532, "tokens_seen": 126418944 }, { "epoch": 0.04, "learning_rate": 0.000971394182547643, "loss": 2.0785, "theoretical_loss": 4.650225216432285, "tokens_seen": 126484480 }, { "epoch": 0.04, "learning_rate": 0.0009713741223671014, "loss": 2.1061, "theoretical_loss": 4.649904285914971, "tokens_seen": 126550016 }, { "epoch": 0.04, "learning_rate": 0.0009713540621865597, "loss": 2.1424, "theoretical_loss": 4.6495835680620665, "tokens_seen": 126615552 }, { "epoch": 0.04, "learning_rate": 0.0009713340020060181, "loss": 2.0539, "theoretical_loss": 4.649263062622682, "tokens_seen": 126681088 }, { "epoch": 0.04, "learning_rate": 0.0009713139418254765, "loss": 1.9926, "theoretical_loss": 4.648942769346356, "tokens_seen": 126746624 }, { "epoch": 0.04, "learning_rate": 0.0009712938816449348, "loss": 2.0468, "theoretical_loss": 4.648622687983053, "tokens_seen": 126812160 }, { "epoch": 0.04, "learning_rate": 0.0009712738214643933, "loss": 1.9613, "theoretical_loss": 4.648302818283158, "tokens_seen": 126877696 }, { "epoch": 0.04, "learning_rate": 0.0009712537612838515, "loss": 2.1172, "theoretical_loss": 4.64798315999748, "tokens_seen": 126943232 }, { "epoch": 0.04, "learning_rate": 0.00097123370110331, "loss": 2.1304, "theoretical_loss": 4.647663712877252, "tokens_seen": 127008768 }, { "epoch": 0.04, "learning_rate": 0.0009712136409227683, "loss": 2.0174, "theoretical_loss": 4.6473444766741245, "tokens_seen": 127074304 }, { "epoch": 0.04, "learning_rate": 0.0009711935807422267, "loss": 2.11, "theoretical_loss": 4.64702545114017, "tokens_seen": 127139840 }, { "epoch": 0.04, "learning_rate": 0.0009711735205616851, "loss": 2.0202, "theoretical_loss": 4.646706636027881, "tokens_seen": 127205376 }, { "epoch": 0.04, "learning_rate": 0.0009711534603811435, "loss": 2.0189, "theoretical_loss": 4.646388031090163, "tokens_seen": 127270912 }, { "epoch": 0.04, "learning_rate": 0.0009711334002006018, "loss": 2.0739, "theoretical_loss": 4.646069636080346, "tokens_seen": 127336448 }, { "epoch": 0.04, "learning_rate": 0.0009711133400200603, "loss": 2.0184, "theoretical_loss": 4.645751450752172, "tokens_seen": 127401984 }, { "epoch": 0.04, "learning_rate": 0.0009710932798395185, "loss": 1.9785, "theoretical_loss": 4.645433474859798, "tokens_seen": 127467520 }, { "epoch": 0.04, "learning_rate": 0.000971073219658977, "loss": 1.9877, "theoretical_loss": 4.645115708157796, "tokens_seen": 127533056 }, { "epoch": 0.04, "learning_rate": 0.0009710531594784353, "loss": 1.9167, "theoretical_loss": 4.6447981504011535, "tokens_seen": 127598592 }, { "epoch": 0.04, "learning_rate": 0.0009710330992978937, "loss": 2.11, "theoretical_loss": 4.644480801345268, "tokens_seen": 127664128 }, { "epoch": 0.04, "learning_rate": 0.0009710130391173521, "loss": 2.0886, "theoretical_loss": 4.644163660745951, "tokens_seen": 127729664 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.49203452467918396, "objective/train/docs_used": 53741, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9939597845077515, "objective/train/original_loss": 1.993959665298462, "objective/train/theoretical_loss": 4.6438467283594225, "objective/train/tokens_used": 148255200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2424752116203308, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050436019897461, "objective/train/weighted_lm_loss": 2.0946204662323, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.6438467283594225, "tokens_seen": 127795200 }, { "epoch": 0.04, "learning_rate": 0.0009709929789368105, "loss": 2.1437, "theoretical_loss": 4.6438467283594225, "tokens_seen": 127795200 }, { "epoch": 0.04, "learning_rate": 0.0009709729187562688, "loss": 2.1764, "theoretical_loss": 4.643530003942313, "tokens_seen": 127860736 }, { "epoch": 0.04, "learning_rate": 0.0009709528585757272, "loss": 1.9627, "theoretical_loss": 4.643213487251664, "tokens_seen": 127926272 }, { "epoch": 0.04, "learning_rate": 0.0009709327983951856, "loss": 1.9454, "theoretical_loss": 4.642897178044924, "tokens_seen": 127991808 }, { "epoch": 0.04, "learning_rate": 0.000970912738214644, "loss": 1.9753, "theoretical_loss": 4.6425810760799475, "tokens_seen": 128057344 }, { "epoch": 0.04, "learning_rate": 0.0009708926780341023, "loss": 2.1277, "theoretical_loss": 4.642265181114996, "tokens_seen": 128122880 }, { "epoch": 0.04, "learning_rate": 0.0009708726178535608, "loss": 1.9976, "theoretical_loss": 4.641949492908737, "tokens_seen": 128188416 }, { "epoch": 0.04, "learning_rate": 0.000970852557673019, "loss": 2.0455, "theoretical_loss": 4.641634011220242, "tokens_seen": 128253952 }, { "epoch": 0.04, "learning_rate": 0.0009708324974924775, "loss": 2.1228, "theoretical_loss": 4.641318735808988, "tokens_seen": 128319488 }, { "epoch": 0.04, "learning_rate": 0.0009708124373119358, "loss": 1.9554, "theoretical_loss": 4.641003666434852, "tokens_seen": 128385024 }, { "epoch": 0.04, "learning_rate": 0.0009707923771313942, "loss": 2.0163, "theoretical_loss": 4.640688802858113, "tokens_seen": 128450560 }, { "epoch": 0.04, "learning_rate": 0.0009707723169508526, "loss": 2.0832, "theoretical_loss": 4.640374144839454, "tokens_seen": 128516096 }, { "epoch": 0.04, "learning_rate": 0.000970752256770311, "loss": 2.1972, "theoretical_loss": 4.640059692139955, "tokens_seen": 128581632 }, { "epoch": 0.04, "learning_rate": 0.0009707321965897693, "loss": 1.9591, "theoretical_loss": 4.639745444521098, "tokens_seen": 128647168 }, { "epoch": 0.04, "learning_rate": 0.0009707121364092278, "loss": 2.0579, "theoretical_loss": 4.63943140174476, "tokens_seen": 128712704 }, { "epoch": 0.04, "learning_rate": 0.000970692076228686, "loss": 2.126, "theoretical_loss": 4.63911756357322, "tokens_seen": 128778240 }, { "epoch": 0.04, "learning_rate": 0.0009706720160481445, "loss": 2.0433, "theoretical_loss": 4.63880392976915, "tokens_seen": 128843776 }, { "epoch": 0.04, "learning_rate": 0.0009706519558676028, "loss": 1.974, "theoretical_loss": 4.638490500095619, "tokens_seen": 128909312 }, { "epoch": 0.04, "learning_rate": 0.0009706318956870612, "loss": 2.0815, "theoretical_loss": 4.6381772743160905, "tokens_seen": 128974848 }, { "epoch": 0.04, "learning_rate": 0.0009706118355065196, "loss": 2.1851, "theoretical_loss": 4.637864252194423, "tokens_seen": 129040384 }, { "epoch": 0.04, "learning_rate": 0.0009705917753259779, "loss": 2.0548, "theoretical_loss": 4.637551433494869, "tokens_seen": 129105920 }, { "epoch": 0.04, "learning_rate": 0.0009705717151454363, "loss": 2.0605, "theoretical_loss": 4.637238817982071, "tokens_seen": 129171456 }, { "epoch": 0.04, "learning_rate": 0.0009705516549648948, "loss": 1.9794, "theoretical_loss": 4.636926405421065, "tokens_seen": 129236992 }, { "epoch": 0.04, "learning_rate": 0.000970531594784353, "loss": 2.1056, "theoretical_loss": 4.636614195577276, "tokens_seen": 129302528 }, { "epoch": 0.04, "learning_rate": 0.0009705115346038115, "loss": 1.8769, "theoretical_loss": 4.63630218821652, "tokens_seen": 129368064 }, { "epoch": 0.04, "learning_rate": 0.0009704914744232697, "loss": 2.0787, "theoretical_loss": 4.635990383105003, "tokens_seen": 129433600 }, { "epoch": 0.04, "learning_rate": 0.0009704714142427282, "loss": 1.9702, "theoretical_loss": 4.635678780009318, "tokens_seen": 129499136 }, { "epoch": 0.04, "learning_rate": 0.0009704513540621866, "loss": 2.0665, "theoretical_loss": 4.6353673786964436, "tokens_seen": 129564672 }, { "epoch": 0.04, "learning_rate": 0.0009704312938816449, "loss": 1.9906, "theoretical_loss": 4.635056178933747, "tokens_seen": 129630208 }, { "epoch": 0.04, "learning_rate": 0.0009704112337011033, "loss": 2.0691, "theoretical_loss": 4.6347451804889825, "tokens_seen": 129695744 }, { "epoch": 0.04, "learning_rate": 0.0009703911735205618, "loss": 1.9572, "theoretical_loss": 4.634434383130284, "tokens_seen": 129761280 }, { "epoch": 0.04, "learning_rate": 0.00097037111334002, "loss": 2.1197, "theoretical_loss": 4.634123786626175, "tokens_seen": 129826816 }, { "epoch": 0.04, "learning_rate": 0.0009703510531594785, "loss": 2.0133, "theoretical_loss": 4.633813390745559, "tokens_seen": 129892352 }, { "epoch": 0.04, "learning_rate": 0.0009703309929789367, "loss": 2.1973, "theoretical_loss": 4.633503195257724, "tokens_seen": 129957888 }, { "epoch": 0.04, "learning_rate": 0.0009703109327983952, "loss": 2.1009, "theoretical_loss": 4.633193199932336, "tokens_seen": 130023424 }, { "epoch": 0.04, "learning_rate": 0.0009702908726178536, "loss": 2.1452, "theoretical_loss": 4.632883404539445, "tokens_seen": 130088960 }, { "epoch": 0.04, "learning_rate": 0.0009702708124373119, "loss": 2.0481, "theoretical_loss": 4.632573808849479, "tokens_seen": 130154496 }, { "epoch": 0.04, "learning_rate": 0.0009702507522567703, "loss": 2.0503, "theoretical_loss": 4.632264412633246, "tokens_seen": 130220032 }, { "epoch": 0.04, "learning_rate": 0.0009702306920762287, "loss": 2.0984, "theoretical_loss": 4.631955215661932, "tokens_seen": 130285568 }, { "epoch": 0.04, "learning_rate": 0.000970210631895687, "loss": 2.1714, "theoretical_loss": 4.6316462177071, "tokens_seen": 130351104 }, { "epoch": 0.04, "learning_rate": 0.0009701905717151455, "loss": 2.1332, "theoretical_loss": 4.63133741854069, "tokens_seen": 130416640 }, { "epoch": 0.04, "learning_rate": 0.0009701705115346038, "loss": 2.0043, "theoretical_loss": 4.631028817935018, "tokens_seen": 130482176 }, { "epoch": 0.04, "learning_rate": 0.0009701504513540622, "loss": 1.9436, "theoretical_loss": 4.630720415662774, "tokens_seen": 130547712 }, { "epoch": 0.04, "learning_rate": 0.0009701303911735205, "loss": 1.9561, "theoretical_loss": 4.630412211497022, "tokens_seen": 130613248 }, { "epoch": 0.04, "learning_rate": 0.000970110330992979, "loss": 1.8725, "theoretical_loss": 4.630104205211202, "tokens_seen": 130678784 }, { "epoch": 0.04, "learning_rate": 0.0009700902708124373, "loss": 2.0146, "theoretical_loss": 4.629796396579124, "tokens_seen": 130744320 }, { "epoch": 0.04, "learning_rate": 0.0009700702106318957, "loss": 1.9803, "theoretical_loss": 4.629488785374969, "tokens_seen": 130809856 }, { "epoch": 0.04, "learning_rate": 0.000970050150451354, "loss": 2.1308, "theoretical_loss": 4.629181371373292, "tokens_seen": 130875392 }, { "epoch": 0.04, "learning_rate": 0.0009700300902708125, "loss": 2.0169, "theoretical_loss": 4.628874154349017, "tokens_seen": 130940928 }, { "epoch": 0.04, "learning_rate": 0.0009700100300902708, "loss": 1.9983, "theoretical_loss": 4.628567134077436, "tokens_seen": 131006464 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.49247100949287415, "objective/train/docs_used": 54897, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9558112621307373, "objective/train/original_loss": 1.9558112621307373, "objective/train/theoretical_loss": 4.628260310334209, "objective/train/tokens_used": 151532000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24331486225128174, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05048406124115, "objective/train/weighted_lm_loss": 2.0544002056121826, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 4.628260310334209, "tokens_seen": 131072000 }, { "epoch": 0.04, "learning_rate": 0.0009699899699097292, "loss": 1.9695, "theoretical_loss": 4.628260310334209, "tokens_seen": 131072000 }, { "epoch": 0.04, "learning_rate": 0.0009699699097291876, "loss": 2.2511, "theoretical_loss": 4.6279536828953685, "tokens_seen": 131137536 }, { "epoch": 0.04, "learning_rate": 0.000969949849548646, "loss": 1.9499, "theoretical_loss": 4.627647251537309, "tokens_seen": 131203072 }, { "epoch": 0.04, "learning_rate": 0.0009699297893681044, "loss": 1.9427, "theoretical_loss": 4.627341016036794, "tokens_seen": 131268608 }, { "epoch": 0.04, "learning_rate": 0.0009699097291875627, "loss": 2.0919, "theoretical_loss": 4.6270349761709495, "tokens_seen": 131334144 }, { "epoch": 0.04, "learning_rate": 0.0009698896690070212, "loss": 1.9728, "theoretical_loss": 4.626729131717271, "tokens_seen": 131399680 }, { "epoch": 0.04, "learning_rate": 0.0009698696088264794, "loss": 1.9052, "theoretical_loss": 4.626423482453612, "tokens_seen": 131465216 }, { "epoch": 0.04, "learning_rate": 0.0009698495486459379, "loss": 2.1468, "theoretical_loss": 4.626118028158196, "tokens_seen": 131530752 }, { "epoch": 0.04, "learning_rate": 0.0009698294884653962, "loss": 1.9891, "theoretical_loss": 4.625812768609601, "tokens_seen": 131596288 }, { "epoch": 0.04, "learning_rate": 0.0009698094282848546, "loss": 1.9941, "theoretical_loss": 4.6255077035867735, "tokens_seen": 131661824 }, { "epoch": 0.04, "learning_rate": 0.000969789368104313, "loss": 2.2123, "theoretical_loss": 4.625202832869016, "tokens_seen": 131727360 }, { "epoch": 0.04, "learning_rate": 0.0009697693079237714, "loss": 2.0563, "theoretical_loss": 4.624898156235994, "tokens_seen": 131792896 }, { "epoch": 0.04, "learning_rate": 0.0009697492477432297, "loss": 2.0261, "theoretical_loss": 4.62459367346773, "tokens_seen": 131858432 }, { "epoch": 0.04, "learning_rate": 0.0009697291875626882, "loss": 2.0436, "theoretical_loss": 4.624289384344609, "tokens_seen": 131923968 }, { "epoch": 0.04, "learning_rate": 0.0009697091273821464, "loss": 2.1076, "theoretical_loss": 4.623985288647368, "tokens_seen": 131989504 }, { "epoch": 0.04, "learning_rate": 0.0009696890672016049, "loss": 1.9861, "theoretical_loss": 4.623681386157104, "tokens_seen": 132055040 }, { "epoch": 0.04, "learning_rate": 0.0009696690070210632, "loss": 2.0016, "theoretical_loss": 4.623377676655271, "tokens_seen": 132120576 }, { "epoch": 0.04, "learning_rate": 0.0009696489468405216, "loss": 2.0137, "theoretical_loss": 4.623074159923678, "tokens_seen": 132186112 }, { "epoch": 0.04, "learning_rate": 0.00096962888665998, "loss": 2.0859, "theoretical_loss": 4.622770835744487, "tokens_seen": 132251648 }, { "epoch": 0.04, "learning_rate": 0.0009696088264794383, "loss": 2.0853, "theoretical_loss": 4.622467703900216, "tokens_seen": 132317184 }, { "epoch": 0.04, "learning_rate": 0.0009695887662988967, "loss": 2.1195, "theoretical_loss": 4.622164764173735, "tokens_seen": 132382720 }, { "epoch": 0.04, "learning_rate": 0.0009695687061183552, "loss": 2.0064, "theoretical_loss": 4.621862016348267, "tokens_seen": 132448256 }, { "epoch": 0.04, "learning_rate": 0.0009695486459378134, "loss": 2.1665, "theoretical_loss": 4.621559460207386, "tokens_seen": 132513792 }, { "epoch": 0.04, "learning_rate": 0.0009695285857572719, "loss": 2.141, "theoretical_loss": 4.621257095535019, "tokens_seen": 132579328 }, { "epoch": 0.04, "learning_rate": 0.0009695085255767301, "loss": 2.0802, "theoretical_loss": 4.62095492211544, "tokens_seen": 132644864 }, { "epoch": 0.04, "learning_rate": 0.0009694884653961886, "loss": 2.1012, "theoretical_loss": 4.620652939733276, "tokens_seen": 132710400 }, { "epoch": 0.04, "learning_rate": 0.000969468405215647, "loss": 2.2375, "theoretical_loss": 4.6203511481735, "tokens_seen": 132775936 }, { "epoch": 0.04, "learning_rate": 0.0009694483450351053, "loss": 2.2068, "theoretical_loss": 4.6200495472214325, "tokens_seen": 132841472 }, { "epoch": 0.04, "learning_rate": 0.0009694282848545637, "loss": 2.1315, "theoretical_loss": 4.6197481366627455, "tokens_seen": 132907008 }, { "epoch": 0.04, "learning_rate": 0.0009694082246740222, "loss": 2.1076, "theoretical_loss": 4.6194469162834535, "tokens_seen": 132972544 }, { "epoch": 0.04, "learning_rate": 0.0009693881644934804, "loss": 2.0728, "theoretical_loss": 4.6191458858699175, "tokens_seen": 133038080 }, { "epoch": 0.04, "learning_rate": 0.0009693681043129389, "loss": 2.0247, "theoretical_loss": 4.618845045208845, "tokens_seen": 133103616 }, { "epoch": 0.04, "learning_rate": 0.0009693480441323971, "loss": 2.0239, "theoretical_loss": 4.618544394087287, "tokens_seen": 133169152 }, { "epoch": 0.04, "learning_rate": 0.0009693279839518556, "loss": 2.0453, "theoretical_loss": 4.618243932292639, "tokens_seen": 133234688 }, { "epoch": 0.04, "learning_rate": 0.000969307923771314, "loss": 2.0592, "theoretical_loss": 4.617943659612637, "tokens_seen": 133300224 }, { "epoch": 0.04, "learning_rate": 0.0009692878635907723, "loss": 1.944, "theoretical_loss": 4.617643575835361, "tokens_seen": 133365760 }, { "epoch": 0.04, "learning_rate": 0.0009692678034102307, "loss": 1.8841, "theoretical_loss": 4.617343680749233, "tokens_seen": 133431296 }, { "epoch": 0.04, "learning_rate": 0.0009692477432296891, "loss": 2.0001, "theoretical_loss": 4.617043974143014, "tokens_seen": 133496832 }, { "epoch": 0.04, "learning_rate": 0.0009692276830491474, "loss": 1.9382, "theoretical_loss": 4.616744455805806, "tokens_seen": 133562368 }, { "epoch": 0.04, "learning_rate": 0.0009692076228686059, "loss": 2.1043, "theoretical_loss": 4.616445125527051, "tokens_seen": 133627904 }, { "epoch": 0.04, "learning_rate": 0.0009691875626880642, "loss": 1.9803, "theoretical_loss": 4.61614598309653, "tokens_seen": 133693440 }, { "epoch": 0.04, "learning_rate": 0.0009691675025075226, "loss": 2.0213, "theoretical_loss": 4.6158470283043584, "tokens_seen": 133758976 }, { "epoch": 0.04, "learning_rate": 0.0009691474423269809, "loss": 1.9767, "theoretical_loss": 4.615548260940992, "tokens_seen": 133824512 }, { "epoch": 0.04, "learning_rate": 0.0009691273821464394, "loss": 2.1192, "theoretical_loss": 4.615249680797223, "tokens_seen": 133890048 }, { "epoch": 0.04, "learning_rate": 0.0009691073219658977, "loss": 2.1185, "theoretical_loss": 4.614951287664179, "tokens_seen": 133955584 }, { "epoch": 0.04, "learning_rate": 0.0009690872617853561, "loss": 2.1068, "theoretical_loss": 4.614653081333321, "tokens_seen": 134021120 }, { "epoch": 0.04, "learning_rate": 0.0009690672016048144, "loss": 2.0312, "theoretical_loss": 4.614355061596447, "tokens_seen": 134086656 }, { "epoch": 0.04, "learning_rate": 0.0009690471414242729, "loss": 2.1178, "theoretical_loss": 4.614057228245686, "tokens_seen": 134152192 }, { "epoch": 0.04, "learning_rate": 0.0009690270812437312, "loss": 2.1038, "theoretical_loss": 4.613759581073502, "tokens_seen": 134217728 }, { "epoch": 0.04, "learning_rate": 0.0009690070210631896, "loss": 1.9887, "theoretical_loss": 4.61346211987269, "tokens_seen": 134283264 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.49365389347076416, "objective/train/docs_used": 56110, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9194551706314087, "objective/train/original_loss": 1.9194552898406982, "objective/train/theoretical_loss": 4.613164844436379, "objective/train/tokens_used": 154808800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24395570158958435, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506056547164917, "objective/train/weighted_lm_loss": 2.0164098739624023, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 4.613164844436379, "tokens_seen": 134348800 }, { "epoch": 0.04, "learning_rate": 0.0009689869608826479, "loss": 2.1666, "theoretical_loss": 4.613164844436379, "tokens_seen": 134348800 }, { "epoch": 0.04, "learning_rate": 0.0009689669007021064, "loss": 2.1292, "theoretical_loss": 4.6128677545580254, "tokens_seen": 134414336 }, { "epoch": 0.04, "learning_rate": 0.0009689468405215647, "loss": 2.0502, "theoretical_loss": 4.612570850031418, "tokens_seen": 134479872 }, { "epoch": 0.04, "learning_rate": 0.0009689267803410231, "loss": 2.0157, "theoretical_loss": 4.612274130650675, "tokens_seen": 134545408 }, { "epoch": 0.04, "learning_rate": 0.0009689067201604814, "loss": 1.9991, "theoretical_loss": 4.611977596210242, "tokens_seen": 134610944 }, { "epoch": 0.04, "learning_rate": 0.0009688866599799398, "loss": 1.9506, "theoretical_loss": 4.6116812465048955, "tokens_seen": 134676480 }, { "epoch": 0.04, "learning_rate": 0.0009688665997993982, "loss": 2.0571, "theoretical_loss": 4.611385081329736, "tokens_seen": 134742016 }, { "epoch": 0.04, "learning_rate": 0.0009688465396188566, "loss": 2.0394, "theoretical_loss": 4.611089100480193, "tokens_seen": 134807552 }, { "epoch": 0.04, "learning_rate": 0.0009688264794383149, "loss": 1.8767, "theoretical_loss": 4.610793303752023, "tokens_seen": 134873088 }, { "epoch": 0.04, "learning_rate": 0.0009688064192577734, "loss": 2.0354, "theoretical_loss": 4.610497690941305, "tokens_seen": 134938624 }, { "epoch": 0.04, "learning_rate": 0.0009687863590772317, "loss": 2.1914, "theoretical_loss": 4.610202261844444, "tokens_seen": 135004160 }, { "epoch": 0.04, "learning_rate": 0.0009687662988966901, "loss": 2.0961, "theoretical_loss": 4.609907016258171, "tokens_seen": 135069696 }, { "epoch": 0.04, "learning_rate": 0.0009687462387161484, "loss": 2.1632, "theoretical_loss": 4.609611953979537, "tokens_seen": 135135232 }, { "epoch": 0.04, "learning_rate": 0.0009687261785356068, "loss": 1.9911, "theoretical_loss": 4.609317074805919, "tokens_seen": 135200768 }, { "epoch": 0.04, "learning_rate": 0.0009687061183550652, "loss": 1.9436, "theoretical_loss": 4.6090223785350135, "tokens_seen": 135266304 }, { "epoch": 0.04, "learning_rate": 0.0009686860581745236, "loss": 1.974, "theoretical_loss": 4.608727864964839, "tokens_seen": 135331840 }, { "epoch": 0.04, "learning_rate": 0.0009686659979939819, "loss": 1.9855, "theoretical_loss": 4.608433533893738, "tokens_seen": 135397376 }, { "epoch": 0.04, "learning_rate": 0.0009686459378134404, "loss": 2.0362, "theoretical_loss": 4.608139385120367, "tokens_seen": 135462912 }, { "epoch": 0.04, "learning_rate": 0.0009686258776328986, "loss": 2.0603, "theoretical_loss": 4.607845418443706, "tokens_seen": 135528448 }, { "epoch": 0.04, "learning_rate": 0.0009686058174523571, "loss": 1.95, "theoretical_loss": 4.6075516336630535, "tokens_seen": 135593984 }, { "epoch": 0.04, "learning_rate": 0.0009685857572718155, "loss": 2.0118, "theoretical_loss": 4.607258030578024, "tokens_seen": 135659520 }, { "epoch": 0.04, "learning_rate": 0.0009685656970912738, "loss": 2.0902, "theoretical_loss": 4.606964608988553, "tokens_seen": 135725056 }, { "epoch": 0.04, "learning_rate": 0.0009685456369107322, "loss": 2.266, "theoretical_loss": 4.606671368694888, "tokens_seen": 135790592 }, { "epoch": 0.04, "learning_rate": 0.0009685255767301905, "loss": 1.9943, "theoretical_loss": 4.6063783094975985, "tokens_seen": 135856128 }, { "epoch": 0.04, "learning_rate": 0.0009685055165496489, "loss": 2.0378, "theoretical_loss": 4.606085431197563, "tokens_seen": 135921664 }, { "epoch": 0.04, "learning_rate": 0.0009684854563691074, "loss": 2.0629, "theoretical_loss": 4.6057927335959805, "tokens_seen": 135987200 }, { "epoch": 0.04, "learning_rate": 0.0009684653961885657, "loss": 2.0653, "theoretical_loss": 4.6055002164943595, "tokens_seen": 136052736 }, { "epoch": 0.04, "learning_rate": 0.0009684453360080241, "loss": 2.1102, "theoretical_loss": 4.605207879694525, "tokens_seen": 136118272 }, { "epoch": 0.04, "learning_rate": 0.0009684252758274826, "loss": 1.9009, "theoretical_loss": 4.604915722998614, "tokens_seen": 136183808 }, { "epoch": 0.04, "learning_rate": 0.0009684052156469408, "loss": 1.9044, "theoretical_loss": 4.604623746209077, "tokens_seen": 136249344 }, { "epoch": 0.04, "learning_rate": 0.0009683851554663993, "loss": 2.0011, "theoretical_loss": 4.604331949128672, "tokens_seen": 136314880 }, { "epoch": 0.04, "learning_rate": 0.0009683650952858575, "loss": 2.173, "theoretical_loss": 4.604040331560473, "tokens_seen": 136380416 }, { "epoch": 0.04, "learning_rate": 0.000968345035105316, "loss": 2.0807, "theoretical_loss": 4.603748893307861, "tokens_seen": 136445952 }, { "epoch": 0.04, "learning_rate": 0.0009683249749247744, "loss": 2.007, "theoretical_loss": 4.603457634174527, "tokens_seen": 136511488 }, { "epoch": 0.04, "learning_rate": 0.0009683049147442327, "loss": 2.0617, "theoretical_loss": 4.603166553964474, "tokens_seen": 136577024 }, { "epoch": 0.04, "learning_rate": 0.0009682848545636911, "loss": 2.2422, "theoretical_loss": 4.602875652482009, "tokens_seen": 136642560 }, { "epoch": 0.04, "learning_rate": 0.0009682647943831495, "loss": 1.9923, "theoretical_loss": 4.60258492953175, "tokens_seen": 136708096 }, { "epoch": 0.04, "learning_rate": 0.0009682447342026078, "loss": 2.0762, "theoretical_loss": 4.60229438491862, "tokens_seen": 136773632 }, { "epoch": 0.04, "learning_rate": 0.0009682246740220663, "loss": 2.1774, "theoretical_loss": 4.60200401844785, "tokens_seen": 136839168 }, { "epoch": 0.04, "learning_rate": 0.0009682046138415246, "loss": 1.9386, "theoretical_loss": 4.601713829924977, "tokens_seen": 136904704 }, { "epoch": 0.04, "learning_rate": 0.000968184553660983, "loss": 2.037, "theoretical_loss": 4.601423819155842, "tokens_seen": 136970240 }, { "epoch": 0.04, "learning_rate": 0.0009681644934804413, "loss": 1.9515, "theoretical_loss": 4.601133985946591, "tokens_seen": 137035776 }, { "epoch": 0.04, "learning_rate": 0.0009681444332998998, "loss": 2.0307, "theoretical_loss": 4.6008443301036746, "tokens_seen": 137101312 }, { "epoch": 0.04, "learning_rate": 0.0009681243731193581, "loss": 1.9943, "theoretical_loss": 4.600554851433845, "tokens_seen": 137166848 }, { "epoch": 0.04, "learning_rate": 0.0009681043129388165, "loss": 2.1094, "theoretical_loss": 4.60026554974416, "tokens_seen": 137232384 }, { "epoch": 0.04, "learning_rate": 0.0009680842527582748, "loss": 2.0925, "theoretical_loss": 4.599976424841977, "tokens_seen": 137297920 }, { "epoch": 0.04, "learning_rate": 0.0009680641925777333, "loss": 2.0283, "theoretical_loss": 4.5996874765349585, "tokens_seen": 137363456 }, { "epoch": 0.04, "learning_rate": 0.0009680441323971916, "loss": 2.0397, "theoretical_loss": 4.599398704631062, "tokens_seen": 137428992 }, { "epoch": 0.04, "learning_rate": 0.00096802407221665, "loss": 1.9583, "theoretical_loss": 4.599110108938549, "tokens_seen": 137494528 }, { "epoch": 0.04, "learning_rate": 0.0009680040120361083, "loss": 1.9251, "theoretical_loss": 4.598821689265982, "tokens_seen": 137560064 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.49249258637428284, "objective/train/docs_used": 57180, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.132284641265869, "objective/train/original_loss": 2.1322851181030273, "objective/train/theoretical_loss": 4.598533445422221, "objective/train/tokens_used": 158085600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24288922548294067, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05048406124115, "objective/train/weighted_lm_loss": 2.2398180961608887, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 4.598533445422221, "tokens_seen": 137625600 }, { "epoch": 0.04, "learning_rate": 0.0009679839518555668, "loss": 2.1706, "theoretical_loss": 4.598533445422221, "tokens_seen": 137625600 }, { "epoch": 0.04, "learning_rate": 0.0009679638916750251, "loss": 1.9657, "theoretical_loss": 4.598245377216422, "tokens_seen": 137691136 }, { "epoch": 0.04, "learning_rate": 0.0009679438314944835, "loss": 1.9385, "theoretical_loss": 4.5979574844580435, "tokens_seen": 137756672 }, { "epoch": 0.04, "learning_rate": 0.0009679237713139418, "loss": 2.0471, "theoretical_loss": 4.597669766956837, "tokens_seen": 137822208 }, { "epoch": 0.04, "learning_rate": 0.0009679037111334002, "loss": 2.1599, "theoretical_loss": 4.597382224522855, "tokens_seen": 137887744 }, { "epoch": 0.04, "learning_rate": 0.0009678836509528586, "loss": 1.9596, "theoretical_loss": 4.597094856966441, "tokens_seen": 137953280 }, { "epoch": 0.04, "learning_rate": 0.000967863590772317, "loss": 1.9701, "theoretical_loss": 4.596807664098238, "tokens_seen": 138018816 }, { "epoch": 0.04, "learning_rate": 0.0009678435305917753, "loss": 2.0581, "theoretical_loss": 4.596520645729181, "tokens_seen": 138084352 }, { "epoch": 0.04, "learning_rate": 0.0009678234704112338, "loss": 2.1893, "theoretical_loss": 4.596233801670502, "tokens_seen": 138149888 }, { "epoch": 0.04, "learning_rate": 0.0009678034102306921, "loss": 1.8744, "theoretical_loss": 4.595947131733725, "tokens_seen": 138215424 }, { "epoch": 0.04, "learning_rate": 0.0009677833500501505, "loss": 2.1235, "theoretical_loss": 4.595660635730665, "tokens_seen": 138280960 }, { "epoch": 0.04, "learning_rate": 0.0009677632898696088, "loss": 2.1337, "theoretical_loss": 4.595374313473435, "tokens_seen": 138346496 }, { "epoch": 0.04, "learning_rate": 0.0009677432296890672, "loss": 1.9614, "theoretical_loss": 4.595088164774435, "tokens_seen": 138412032 }, { "epoch": 0.04, "learning_rate": 0.0009677231695085256, "loss": 1.9998, "theoretical_loss": 4.594802189446356, "tokens_seen": 138477568 }, { "epoch": 0.04, "learning_rate": 0.000967703109327984, "loss": 2.0338, "theoretical_loss": 4.594516387302184, "tokens_seen": 138543104 }, { "epoch": 0.04, "learning_rate": 0.0009676830491474423, "loss": 2.118, "theoretical_loss": 4.5942307581551916, "tokens_seen": 138608640 }, { "epoch": 0.04, "learning_rate": 0.0009676629889669008, "loss": 2.167, "theoretical_loss": 4.593945301818941, "tokens_seen": 138674176 }, { "epoch": 0.04, "learning_rate": 0.000967642928786359, "loss": 1.9812, "theoretical_loss": 4.593660018107286, "tokens_seen": 138739712 }, { "epoch": 0.04, "learning_rate": 0.0009676228686058175, "loss": 1.9162, "theoretical_loss": 4.593374906834365, "tokens_seen": 138805248 }, { "epoch": 0.04, "learning_rate": 0.0009676028084252759, "loss": 1.8815, "theoretical_loss": 4.593089967814606, "tokens_seen": 138870784 }, { "epoch": 0.04, "learning_rate": 0.0009675827482447342, "loss": 2.0387, "theoretical_loss": 4.592805200862726, "tokens_seen": 138936320 }, { "epoch": 0.04, "learning_rate": 0.0009675626880641926, "loss": 2.0424, "theoretical_loss": 4.592520605793725, "tokens_seen": 139001856 }, { "epoch": 0.04, "learning_rate": 0.0009675426278836509, "loss": 2.0179, "theoretical_loss": 4.592236182422891, "tokens_seen": 139067392 }, { "epoch": 0.04, "learning_rate": 0.0009675225677031093, "loss": 1.9477, "theoretical_loss": 4.591951930565798, "tokens_seen": 139132928 }, { "epoch": 0.04, "learning_rate": 0.0009675025075225678, "loss": 1.9914, "theoretical_loss": 4.591667850038302, "tokens_seen": 139198464 }, { "epoch": 0.04, "learning_rate": 0.000967482447342026, "loss": 2.1217, "theoretical_loss": 4.591383940656547, "tokens_seen": 139264000 }, { "epoch": 0.04, "learning_rate": 0.0009674623871614845, "loss": 2.0834, "theoretical_loss": 4.59110020223696, "tokens_seen": 139329536 }, { "epoch": 0.04, "learning_rate": 0.0009674423269809429, "loss": 2.0082, "theoretical_loss": 4.590816634596247, "tokens_seen": 139395072 }, { "epoch": 0.04, "learning_rate": 0.0009674222668004012, "loss": 1.883, "theoretical_loss": 4.590533237551401, "tokens_seen": 139460608 }, { "epoch": 0.04, "learning_rate": 0.0009674022066198596, "loss": 2.0717, "theoretical_loss": 4.590250010919696, "tokens_seen": 139526144 }, { "epoch": 0.04, "learning_rate": 0.000967382146439318, "loss": 1.941, "theoretical_loss": 4.5899669545186885, "tokens_seen": 139591680 }, { "epoch": 0.04, "learning_rate": 0.0009673620862587763, "loss": 2.1246, "theoretical_loss": 4.589684068166212, "tokens_seen": 139657216 }, { "epoch": 0.04, "learning_rate": 0.0009673420260782348, "loss": 1.9705, "theoretical_loss": 4.589401351680385, "tokens_seen": 139722752 }, { "epoch": 0.04, "learning_rate": 0.000967321965897693, "loss": 2.0961, "theoretical_loss": 4.5891188048796, "tokens_seen": 139788288 }, { "epoch": 0.04, "learning_rate": 0.0009673019057171515, "loss": 2.0898, "theoretical_loss": 4.588836427582536, "tokens_seen": 139853824 }, { "epoch": 0.04, "learning_rate": 0.0009672818455366098, "loss": 1.9653, "theoretical_loss": 4.588554219608145, "tokens_seen": 139919360 }, { "epoch": 0.04, "learning_rate": 0.0009672617853560682, "loss": 2.0289, "theoretical_loss": 4.588272180775659, "tokens_seen": 139984896 }, { "epoch": 0.04, "learning_rate": 0.0009672417251755266, "loss": 2.0156, "theoretical_loss": 4.587990310904587, "tokens_seen": 140050432 }, { "epoch": 0.04, "learning_rate": 0.000967221664994985, "loss": 1.8817, "theoretical_loss": 4.587708609814715, "tokens_seen": 140115968 }, { "epoch": 0.04, "learning_rate": 0.0009672016048144433, "loss": 2.0011, "theoretical_loss": 4.587427077326108, "tokens_seen": 140181504 }, { "epoch": 0.04, "learning_rate": 0.0009671815446339017, "loss": 2.0467, "theoretical_loss": 4.587145713259102, "tokens_seen": 140247040 }, { "epoch": 0.04, "learning_rate": 0.00096716148445336, "loss": 1.9799, "theoretical_loss": 4.586864517434312, "tokens_seen": 140312576 }, { "epoch": 0.04, "learning_rate": 0.0009671414242728185, "loss": 2.0688, "theoretical_loss": 4.586583489672625, "tokens_seen": 140378112 }, { "epoch": 0.04, "learning_rate": 0.0009671213640922768, "loss": 1.9412, "theoretical_loss": 4.586302629795206, "tokens_seen": 140443648 }, { "epoch": 0.04, "learning_rate": 0.0009671013039117352, "loss": 1.9925, "theoretical_loss": 4.5860219376234905, "tokens_seen": 140509184 }, { "epoch": 0.04, "learning_rate": 0.0009670812437311936, "loss": 2.0053, "theoretical_loss": 4.585741412979187, "tokens_seen": 140574720 }, { "epoch": 0.04, "learning_rate": 0.000967061183550652, "loss": 1.9645, "theoretical_loss": 4.585461055684279, "tokens_seen": 140640256 }, { "epoch": 0.04, "learning_rate": 0.0009670411233701103, "loss": 2.204, "theoretical_loss": 4.58518086556102, "tokens_seen": 140705792 }, { "epoch": 0.04, "learning_rate": 0.0009670210631895687, "loss": 1.9912, "theoretical_loss": 4.584900842431934, "tokens_seen": 140771328 }, { "epoch": 0.04, "learning_rate": 0.000967001003009027, "loss": 2.0303, "theoretical_loss": 4.58462098611982, "tokens_seen": 140836864 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.49588945508003235, "objective/train/docs_used": 58312, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7948875427246094, "objective/train/original_loss": 1.7948875427246094, "objective/train/theoretical_loss": 4.584341296447742, "objective/train/tokens_used": 161362400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24614021182060242, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508403778076172, "objective/train/weighted_lm_loss": 1.8861085176467896, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.584341296447742, "tokens_seen": 140902400 }, { "epoch": 0.04, "learning_rate": 0.0009669809428284855, "loss": 1.8735, "theoretical_loss": 4.584341296447742, "tokens_seen": 140902400 }, { "epoch": 0.04, "learning_rate": 0.0009669608826479439, "loss": 2.0184, "theoretical_loss": 4.584061773239039, "tokens_seen": 140967936 }, { "epoch": 0.04, "learning_rate": 0.0009669408224674022, "loss": 1.9653, "theoretical_loss": 4.583782416317316, "tokens_seen": 141033472 }, { "epoch": 0.04, "learning_rate": 0.0009669207622868606, "loss": 1.8443, "theoretical_loss": 4.583503225506448, "tokens_seen": 141099008 }, { "epoch": 0.04, "learning_rate": 0.000966900702106319, "loss": 2.1068, "theoretical_loss": 4.583224200630577, "tokens_seen": 141164544 }, { "epoch": 0.04, "learning_rate": 0.0009668806419257774, "loss": 2.0342, "theoretical_loss": 4.582945341514114, "tokens_seen": 141230080 }, { "epoch": 0.04, "learning_rate": 0.0009668605817452357, "loss": 2.0212, "theoretical_loss": 4.582666647981739, "tokens_seen": 141295616 }, { "epoch": 0.04, "learning_rate": 0.0009668405215646942, "loss": 2.0599, "theoretical_loss": 4.582388119858393, "tokens_seen": 141361152 }, { "epoch": 0.04, "learning_rate": 0.0009668204613841525, "loss": 2.0357, "theoretical_loss": 4.582109756969289, "tokens_seen": 141426688 }, { "epoch": 0.04, "learning_rate": 0.0009668004012036109, "loss": 1.7923, "theoretical_loss": 4.581831559139902, "tokens_seen": 141492224 }, { "epoch": 0.04, "learning_rate": 0.0009667803410230693, "loss": 1.9931, "theoretical_loss": 4.581553526195974, "tokens_seen": 141557760 }, { "epoch": 0.04, "learning_rate": 0.0009667602808425276, "loss": 2.0577, "theoretical_loss": 4.581275657963511, "tokens_seen": 141623296 }, { "epoch": 0.04, "learning_rate": 0.000966740220661986, "loss": 2.0293, "theoretical_loss": 4.580997954268781, "tokens_seen": 141688832 }, { "epoch": 0.04, "learning_rate": 0.0009667201604814444, "loss": 1.9801, "theoretical_loss": 4.5807204149383205, "tokens_seen": 141754368 }, { "epoch": 0.04, "learning_rate": 0.0009667001003009027, "loss": 2.028, "theoretical_loss": 4.580443039798922, "tokens_seen": 141819904 }, { "epoch": 0.04, "learning_rate": 0.0009666800401203612, "loss": 2.027, "theoretical_loss": 4.580165828677647, "tokens_seen": 141885440 }, { "epoch": 0.04, "learning_rate": 0.0009666599799398194, "loss": 2.0958, "theoretical_loss": 4.579888781401816, "tokens_seen": 141950976 }, { "epoch": 0.04, "learning_rate": 0.0009666399197592779, "loss": 2.0398, "theoretical_loss": 4.579611897799008, "tokens_seen": 142016512 }, { "epoch": 0.04, "learning_rate": 0.0009666198595787363, "loss": 1.9667, "theoretical_loss": 4.57933517769707, "tokens_seen": 142082048 }, { "epoch": 0.04, "learning_rate": 0.0009665997993981946, "loss": 2.0251, "theoretical_loss": 4.579058620924103, "tokens_seen": 142147584 }, { "epoch": 0.04, "learning_rate": 0.000966579739217653, "loss": 1.9583, "theoretical_loss": 4.578782227308471, "tokens_seen": 142213120 }, { "epoch": 0.04, "learning_rate": 0.0009665596790371113, "loss": 2.063, "theoretical_loss": 4.578505996678796, "tokens_seen": 142278656 }, { "epoch": 0.04, "learning_rate": 0.0009665396188565697, "loss": 2.1415, "theoretical_loss": 4.578229928863959, "tokens_seen": 142344192 }, { "epoch": 0.04, "learning_rate": 0.0009665195586760282, "loss": 2.0813, "theoretical_loss": 4.577954023693101, "tokens_seen": 142409728 }, { "epoch": 0.04, "learning_rate": 0.0009664994984954864, "loss": 1.9436, "theoretical_loss": 4.577678280995619, "tokens_seen": 142475264 }, { "epoch": 0.04, "learning_rate": 0.0009664794383149449, "loss": 1.9627, "theoretical_loss": 4.577402700601168, "tokens_seen": 142540800 }, { "epoch": 0.04, "learning_rate": 0.0009664593781344033, "loss": 2.0339, "theoretical_loss": 4.57712728233966, "tokens_seen": 142606336 }, { "epoch": 0.04, "learning_rate": 0.0009664393179538616, "loss": 1.9898, "theoretical_loss": 4.576852026041261, "tokens_seen": 142671872 }, { "epoch": 0.04, "learning_rate": 0.00096641925777332, "loss": 1.9128, "theoretical_loss": 4.5765769315363976, "tokens_seen": 142737408 }, { "epoch": 0.04, "learning_rate": 0.0009663991975927783, "loss": 2.0191, "theoretical_loss": 4.576301998655747, "tokens_seen": 142802944 }, { "epoch": 0.04, "learning_rate": 0.0009663791374122367, "loss": 1.9703, "theoretical_loss": 4.576027227230245, "tokens_seen": 142868480 }, { "epoch": 0.04, "learning_rate": 0.0009663590772316952, "loss": 2.0606, "theoretical_loss": 4.5757526170910765, "tokens_seen": 142934016 }, { "epoch": 0.04, "learning_rate": 0.0009663390170511534, "loss": 2.0374, "theoretical_loss": 4.575478168069687, "tokens_seen": 142999552 }, { "epoch": 0.04, "learning_rate": 0.0009663189568706119, "loss": 2.121, "theoretical_loss": 4.575203879997771, "tokens_seen": 143065088 }, { "epoch": 0.04, "learning_rate": 0.0009662988966900702, "loss": 2.0917, "theoretical_loss": 4.574929752707274, "tokens_seen": 143130624 }, { "epoch": 0.04, "learning_rate": 0.0009662788365095286, "loss": 1.9206, "theoretical_loss": 4.5746557860304, "tokens_seen": 143196160 }, { "epoch": 0.04, "learning_rate": 0.000966258776328987, "loss": 2.0839, "theoretical_loss": 4.574381979799599, "tokens_seen": 143261696 }, { "epoch": 0.04, "learning_rate": 0.0009662387161484454, "loss": 2.0296, "theoretical_loss": 4.574108333847575, "tokens_seen": 143327232 }, { "epoch": 0.04, "learning_rate": 0.0009662186559679037, "loss": 1.9963, "theoretical_loss": 4.573834848007284, "tokens_seen": 143392768 }, { "epoch": 0.04, "learning_rate": 0.0009661985957873621, "loss": 2.0374, "theoretical_loss": 4.573561522111927, "tokens_seen": 143458304 }, { "epoch": 0.04, "learning_rate": 0.0009661785356068204, "loss": 2.0905, "theoretical_loss": 4.573288355994963, "tokens_seen": 143523840 }, { "epoch": 0.04, "learning_rate": 0.0009661584754262789, "loss": 1.8426, "theoretical_loss": 4.573015349490094, "tokens_seen": 143589376 }, { "epoch": 0.04, "learning_rate": 0.0009661384152457372, "loss": 2.0254, "theoretical_loss": 4.572742502431272, "tokens_seen": 143654912 }, { "epoch": 0.04, "learning_rate": 0.0009661183550651956, "loss": 2.0699, "theoretical_loss": 4.572469814652698, "tokens_seen": 143720448 }, { "epoch": 0.04, "learning_rate": 0.000966098294884654, "loss": 2.0789, "theoretical_loss": 4.572197285988824, "tokens_seen": 143785984 }, { "epoch": 0.04, "learning_rate": 0.0009660782347041124, "loss": 1.925, "theoretical_loss": 4.571924916274344, "tokens_seen": 143851520 }, { "epoch": 0.04, "learning_rate": 0.0009660581745235707, "loss": 1.8722, "theoretical_loss": 4.571652705344202, "tokens_seen": 143917056 }, { "epoch": 0.04, "learning_rate": 0.0009660381143430291, "loss": 2.0093, "theoretical_loss": 4.571380653033588, "tokens_seen": 143982592 }, { "epoch": 0.04, "learning_rate": 0.0009660180541624874, "loss": 2.0186, "theoretical_loss": 4.571108759177939, "tokens_seen": 144048128 }, { "epoch": 0.04, "learning_rate": 0.0009659979939819459, "loss": 2.0186, "theoretical_loss": 4.570837023612935, "tokens_seen": 144113664 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.4903619587421417, "objective/train/docs_used": 59583, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8303672075271606, "objective/train/original_loss": 1.830367088317871, "objective/train/theoretical_loss": 4.570565446174504, "objective/train/tokens_used": 164639200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2413649708032608, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502631664276123, "objective/train/weighted_lm_loss": 1.9222012758255005, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.570565446174504, "tokens_seen": 144179200 }, { "epoch": 0.04, "learning_rate": 0.0009659779338014042, "loss": 2.0127, "theoretical_loss": 4.570565446174504, "tokens_seen": 144179200 }, { "epoch": 0.04, "learning_rate": 0.0009659578736208626, "loss": 1.9161, "theoretical_loss": 4.570294026698815, "tokens_seen": 144244736 }, { "epoch": 0.04, "learning_rate": 0.0009659378134403209, "loss": 2.0468, "theoretical_loss": 4.570022765022285, "tokens_seen": 144310272 }, { "epoch": 0.04, "learning_rate": 0.0009659177532597794, "loss": 2.0074, "theoretical_loss": 4.569751660981572, "tokens_seen": 144375808 }, { "epoch": 0.04, "learning_rate": 0.0009658976930792377, "loss": 1.9636, "theoretical_loss": 4.569480714413578, "tokens_seen": 144441344 }, { "epoch": 0.04, "learning_rate": 0.0009658776328986961, "loss": 2.0375, "theoretical_loss": 4.569209925155445, "tokens_seen": 144506880 }, { "epoch": 0.04, "learning_rate": 0.0009658575727181545, "loss": 1.9634, "theoretical_loss": 4.568939293044564, "tokens_seen": 144572416 }, { "epoch": 0.04, "learning_rate": 0.0009658375125376129, "loss": 2.0068, "theoretical_loss": 4.56866881791856, "tokens_seen": 144637952 }, { "epoch": 0.04, "learning_rate": 0.0009658174523570712, "loss": 2.078, "theoretical_loss": 4.568398499615305, "tokens_seen": 144703488 }, { "epoch": 0.04, "learning_rate": 0.0009657973921765297, "loss": 2.0601, "theoretical_loss": 4.568128337972907, "tokens_seen": 144769024 }, { "epoch": 0.04, "learning_rate": 0.0009657773319959879, "loss": 2.0646, "theoretical_loss": 4.567858332829719, "tokens_seen": 144834560 }, { "epoch": 0.04, "learning_rate": 0.0009657572718154464, "loss": 1.9944, "theoretical_loss": 4.567588484024331, "tokens_seen": 144900096 }, { "epoch": 0.04, "learning_rate": 0.0009657372116349047, "loss": 2.0121, "theoretical_loss": 4.56731879139557, "tokens_seen": 144965632 }, { "epoch": 0.04, "learning_rate": 0.0009657171514543631, "loss": 2.0377, "theoretical_loss": 4.567049254782509, "tokens_seen": 145031168 }, { "epoch": 0.04, "learning_rate": 0.0009656970912738215, "loss": 1.9483, "theoretical_loss": 4.566779874024453, "tokens_seen": 145096704 }, { "epoch": 0.04, "learning_rate": 0.0009656770310932798, "loss": 1.8921, "theoretical_loss": 4.566510648960948, "tokens_seen": 145162240 }, { "epoch": 0.04, "learning_rate": 0.0009656569709127382, "loss": 1.9893, "theoretical_loss": 4.566241579431776, "tokens_seen": 145227776 }, { "epoch": 0.04, "learning_rate": 0.0009656369107321967, "loss": 1.9413, "theoretical_loss": 4.565972665276957, "tokens_seen": 145293312 }, { "epoch": 0.04, "learning_rate": 0.0009656168505516549, "loss": 2.1933, "theoretical_loss": 4.56570390633675, "tokens_seen": 145358848 }, { "epoch": 0.04, "learning_rate": 0.0009655967903711134, "loss": 1.882, "theoretical_loss": 4.565435302451645, "tokens_seen": 145424384 }, { "epoch": 0.04, "learning_rate": 0.0009655767301905716, "loss": 2.0421, "theoretical_loss": 4.565166853462371, "tokens_seen": 145489920 }, { "epoch": 0.04, "learning_rate": 0.0009655566700100301, "loss": 2.0148, "theoretical_loss": 4.56489855920989, "tokens_seen": 145555456 }, { "epoch": 0.04, "learning_rate": 0.0009655366098294885, "loss": 2.1477, "theoretical_loss": 4.564630419535405, "tokens_seen": 145620992 }, { "epoch": 0.04, "learning_rate": 0.0009655165496489468, "loss": 1.9786, "theoretical_loss": 4.564362434280344, "tokens_seen": 145686528 }, { "epoch": 0.04, "learning_rate": 0.0009654964894684052, "loss": 2.0122, "theoretical_loss": 4.564094603286375, "tokens_seen": 145752064 }, { "epoch": 0.04, "learning_rate": 0.0009654764292878637, "loss": 2.0539, "theoretical_loss": 4.5638269263954, "tokens_seen": 145817600 }, { "epoch": 0.04, "learning_rate": 0.000965456369107322, "loss": 2.0813, "theoretical_loss": 4.563559403449551, "tokens_seen": 145883136 }, { "epoch": 0.04, "learning_rate": 0.0009654363089267804, "loss": 1.826, "theoretical_loss": 4.563292034291193, "tokens_seen": 145948672 }, { "epoch": 0.04, "learning_rate": 0.0009654162487462387, "loss": 1.9389, "theoretical_loss": 4.5630248187629245, "tokens_seen": 146014208 }, { "epoch": 0.04, "learning_rate": 0.0009653961885656971, "loss": 1.9886, "theoretical_loss": 4.562757756707574, "tokens_seen": 146079744 }, { "epoch": 0.04, "learning_rate": 0.0009653761283851556, "loss": 2.0087, "theoretical_loss": 4.5624908479682045, "tokens_seen": 146145280 }, { "epoch": 0.04, "learning_rate": 0.0009653560682046138, "loss": 1.9831, "theoretical_loss": 4.562224092388105, "tokens_seen": 146210816 }, { "epoch": 0.04, "learning_rate": 0.0009653360080240723, "loss": 1.9913, "theoretical_loss": 4.561957489810798, "tokens_seen": 146276352 }, { "epoch": 0.04, "learning_rate": 0.0009653159478435306, "loss": 1.9859, "theoretical_loss": 4.561691040080035, "tokens_seen": 146341888 }, { "epoch": 0.04, "learning_rate": 0.000965295887662989, "loss": 1.9011, "theoretical_loss": 4.561424743039797, "tokens_seen": 146407424 }, { "epoch": 0.04, "learning_rate": 0.0009652758274824474, "loss": 2.0157, "theoretical_loss": 4.561158598534295, "tokens_seen": 146472960 }, { "epoch": 0.04, "learning_rate": 0.0009652557673019058, "loss": 1.9363, "theoretical_loss": 4.5608926064079665, "tokens_seen": 146538496 }, { "epoch": 0.04, "learning_rate": 0.0009652357071213641, "loss": 2.0811, "theoretical_loss": 4.560626766505479, "tokens_seen": 146604032 }, { "epoch": 0.04, "learning_rate": 0.0009652156469408225, "loss": 1.9238, "theoretical_loss": 4.5603610786717255, "tokens_seen": 146669568 }, { "epoch": 0.04, "learning_rate": 0.0009651955867602808, "loss": 2.1267, "theoretical_loss": 4.56009554275183, "tokens_seen": 146735104 }, { "epoch": 0.04, "learning_rate": 0.0009651755265797393, "loss": 1.9993, "theoretical_loss": 4.559830158591139, "tokens_seen": 146800640 }, { "epoch": 0.04, "learning_rate": 0.0009651554663991976, "loss": 1.9902, "theoretical_loss": 4.559564926035229, "tokens_seen": 146866176 }, { "epoch": 0.04, "learning_rate": 0.000965135406218656, "loss": 1.8406, "theoretical_loss": 4.5592998449299, "tokens_seen": 146931712 }, { "epoch": 0.04, "learning_rate": 0.0009651153460381144, "loss": 1.9684, "theoretical_loss": 4.559034915121179, "tokens_seen": 146997248 }, { "epoch": 0.04, "learning_rate": 0.0009650952858575728, "loss": 1.9249, "theoretical_loss": 4.558770136455316, "tokens_seen": 147062784 }, { "epoch": 0.04, "learning_rate": 0.0009650752256770311, "loss": 2.013, "theoretical_loss": 4.55850550877879, "tokens_seen": 147128320 }, { "epoch": 0.04, "learning_rate": 0.0009650551654964895, "loss": 2.001, "theoretical_loss": 4.558241031938298, "tokens_seen": 147193856 }, { "epoch": 0.04, "learning_rate": 0.0009650351053159478, "loss": 1.8982, "theoretical_loss": 4.557976705780766, "tokens_seen": 147259392 }, { "epoch": 0.04, "learning_rate": 0.0009650150451354063, "loss": 1.9986, "theoretical_loss": 4.557712530153342, "tokens_seen": 147324928 }, { "epoch": 0.04, "learning_rate": 0.0009649949849548646, "loss": 1.932, "theoretical_loss": 4.557448504903396, "tokens_seen": 147390464 }, { "epoch": 0.04, "objective/train/advantage_avg": 0.493988960981369, "objective/train/docs_used": 60747, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7616697549819946, "objective/train/original_loss": 1.761669635772705, "objective/train/theoretical_loss": 4.557184629878522, "objective/train/tokens_used": 167916000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2443990260362625, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050641417503357, "objective/train/weighted_lm_loss": 1.8508374691009521, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 4.557184629878522, "tokens_seen": 147456000 }, { "epoch": 0.04, "learning_rate": 0.000964974924774323, "loss": 1.8862, "theoretical_loss": 4.557184629878522, "tokens_seen": 147456000 }, { "epoch": 0.04, "learning_rate": 0.0009649548645937813, "loss": 1.9551, "theoretical_loss": 4.556920904926534, "tokens_seen": 147521536 }, { "epoch": 0.04, "learning_rate": 0.0009649348044132398, "loss": 1.9787, "theoretical_loss": 4.556657329895469, "tokens_seen": 147587072 }, { "epoch": 0.04, "learning_rate": 0.0009649147442326981, "loss": 2.0888, "theoretical_loss": 4.556393904633584, "tokens_seen": 147652608 }, { "epoch": 0.04, "learning_rate": 0.0009648946840521565, "loss": 1.9027, "theoretical_loss": 4.5561306289893615, "tokens_seen": 147718144 }, { "epoch": 0.04, "learning_rate": 0.0009648746238716149, "loss": 1.9725, "theoretical_loss": 4.555867502811498, "tokens_seen": 147783680 }, { "epoch": 0.04, "learning_rate": 0.0009648545636910733, "loss": 2.0147, "theoretical_loss": 4.5556045259489135, "tokens_seen": 147849216 }, { "epoch": 0.04, "learning_rate": 0.0009648345035105316, "loss": 2.0284, "theoretical_loss": 4.555341698250748, "tokens_seen": 147914752 }, { "epoch": 0.04, "learning_rate": 0.00096481444332999, "loss": 2.0678, "theoretical_loss": 4.555079019566359, "tokens_seen": 147980288 }, { "epoch": 0.04, "learning_rate": 0.0009647943831494483, "loss": 1.9821, "theoretical_loss": 4.554816489745324, "tokens_seen": 148045824 }, { "epoch": 0.04, "learning_rate": 0.0009647743229689068, "loss": 1.9895, "theoretical_loss": 4.554554108637437, "tokens_seen": 148111360 }, { "epoch": 0.04, "learning_rate": 0.0009647542627883651, "loss": 2.0104, "theoretical_loss": 4.554291876092713, "tokens_seen": 148176896 }, { "epoch": 0.04, "learning_rate": 0.0009647342026078235, "loss": 1.8984, "theoretical_loss": 4.554029791961382, "tokens_seen": 148242432 }, { "epoch": 0.04, "learning_rate": 0.0009647141424272819, "loss": 1.936, "theoretical_loss": 4.5537678560938915, "tokens_seen": 148307968 }, { "epoch": 0.04, "learning_rate": 0.0009646940822467402, "loss": 2.0408, "theoretical_loss": 4.553506068340907, "tokens_seen": 148373504 }, { "epoch": 0.04, "learning_rate": 0.0009646740220661986, "loss": 1.88, "theoretical_loss": 4.55324442855331, "tokens_seen": 148439040 }, { "epoch": 0.05, "learning_rate": 0.0009646539618856571, "loss": 1.8749, "theoretical_loss": 4.552982936582194, "tokens_seen": 148504576 }, { "epoch": 0.05, "learning_rate": 0.0009646339017051153, "loss": 2.0451, "theoretical_loss": 4.552721592278875, "tokens_seen": 148570112 }, { "epoch": 0.05, "learning_rate": 0.0009646138415245738, "loss": 1.9803, "theoretical_loss": 4.552460395494878, "tokens_seen": 148635648 }, { "epoch": 0.05, "learning_rate": 0.000964593781344032, "loss": 1.9701, "theoretical_loss": 4.552199346081946, "tokens_seen": 148701184 }, { "epoch": 0.05, "learning_rate": 0.0009645737211634905, "loss": 2.0254, "theoretical_loss": 4.551938443892035, "tokens_seen": 148766720 }, { "epoch": 0.05, "learning_rate": 0.0009645536609829489, "loss": 1.8414, "theoretical_loss": 4.551677688777316, "tokens_seen": 148832256 }, { "epoch": 0.05, "learning_rate": 0.0009645336008024072, "loss": 2.0927, "theoretical_loss": 4.55141708059017, "tokens_seen": 148897792 }, { "epoch": 0.05, "learning_rate": 0.0009645135406218656, "loss": 1.9209, "theoretical_loss": 4.551156619183196, "tokens_seen": 148963328 }, { "epoch": 0.05, "learning_rate": 0.0009644934804413241, "loss": 1.7724, "theoretical_loss": 4.5508963044092035, "tokens_seen": 149028864 }, { "epoch": 0.05, "learning_rate": 0.0009644734202607823, "loss": 2.0814, "theoretical_loss": 4.550636136121211, "tokens_seen": 149094400 }, { "epoch": 0.05, "learning_rate": 0.0009644533600802408, "loss": 1.8497, "theoretical_loss": 4.5503761141724555, "tokens_seen": 149159936 }, { "epoch": 0.05, "learning_rate": 0.000964433299899699, "loss": 1.8274, "theoretical_loss": 4.550116238416379, "tokens_seen": 149225472 }, { "epoch": 0.05, "learning_rate": 0.0009644132397191575, "loss": 1.9875, "theoretical_loss": 4.54985650870664, "tokens_seen": 149291008 }, { "epoch": 0.05, "learning_rate": 0.0009643931795386159, "loss": 1.929, "theoretical_loss": 4.549596924897102, "tokens_seen": 149356544 }, { "epoch": 0.05, "learning_rate": 0.0009643731193580742, "loss": 1.9954, "theoretical_loss": 4.549337486841843, "tokens_seen": 149422080 }, { "epoch": 0.05, "learning_rate": 0.0009643530591775326, "loss": 1.8849, "theoretical_loss": 4.54907819439515, "tokens_seen": 149487616 }, { "epoch": 0.05, "learning_rate": 0.000964332998996991, "loss": 1.9833, "theoretical_loss": 4.54881904741152, "tokens_seen": 149553152 }, { "epoch": 0.05, "learning_rate": 0.0009643129388164493, "loss": 1.8151, "theoretical_loss": 4.548560045745656, "tokens_seen": 149618688 }, { "epoch": 0.05, "learning_rate": 0.0009642928786359078, "loss": 2.1873, "theoretical_loss": 4.548301189252473, "tokens_seen": 149684224 }, { "epoch": 0.05, "learning_rate": 0.000964272818455366, "loss": 1.9426, "theoretical_loss": 4.548042477787093, "tokens_seen": 149749760 }, { "epoch": 0.05, "learning_rate": 0.0009642527582748245, "loss": 2.0007, "theoretical_loss": 4.547783911204846, "tokens_seen": 149815296 }, { "epoch": 0.05, "learning_rate": 0.0009642326980942828, "loss": 2.0073, "theoretical_loss": 4.54752548936127, "tokens_seen": 149880832 }, { "epoch": 0.05, "learning_rate": 0.0009642126379137412, "loss": 1.9919, "theoretical_loss": 4.54726721211211, "tokens_seen": 149946368 }, { "epoch": 0.05, "learning_rate": 0.0009641925777331996, "loss": 1.9581, "theoretical_loss": 4.547009079313316, "tokens_seen": 150011904 }, { "epoch": 0.05, "learning_rate": 0.000964172517552658, "loss": 1.9835, "theoretical_loss": 4.546751090821047, "tokens_seen": 150077440 }, { "epoch": 0.05, "learning_rate": 0.0009641524573721163, "loss": 1.9467, "theoretical_loss": 4.546493246491666, "tokens_seen": 150142976 }, { "epoch": 0.05, "learning_rate": 0.0009641323971915748, "loss": 1.88, "theoretical_loss": 4.546235546181743, "tokens_seen": 150208512 }, { "epoch": 0.05, "learning_rate": 0.0009641123370110331, "loss": 2.0288, "theoretical_loss": 4.545977989748052, "tokens_seen": 150274048 }, { "epoch": 0.05, "learning_rate": 0.0009640922768304915, "loss": 1.8078, "theoretical_loss": 4.5457205770475735, "tokens_seen": 150339584 }, { "epoch": 0.05, "learning_rate": 0.0009640722166499498, "loss": 1.8783, "theoretical_loss": 4.5454633079374895, "tokens_seen": 150405120 }, { "epoch": 0.05, "learning_rate": 0.0009640521564694082, "loss": 1.853, "theoretical_loss": 4.545206182275189, "tokens_seen": 150470656 }, { "epoch": 0.05, "learning_rate": 0.0009640320962888666, "loss": 1.8686, "theoretical_loss": 4.544949199918264, "tokens_seen": 150536192 }, { "epoch": 0.05, "learning_rate": 0.000964012036108325, "loss": 1.9122, "theoretical_loss": 4.544692360724509, "tokens_seen": 150601728 }, { "epoch": 0.05, "learning_rate": 0.0009639919759277833, "loss": 1.8843, "theoretical_loss": 4.544435664551921, "tokens_seen": 150667264 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.49405166506767273, "objective/train/docs_used": 61752, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8966041803359985, "objective/train/original_loss": 1.8966041803359985, "objective/train/theoretical_loss": 4.5441791112587016, "objective/train/tokens_used": 171192800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2443924993276596, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506476163864136, "objective/train/weighted_lm_loss": 1.9925545454025269, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 4.5441791112587016, "tokens_seen": 150732800 }, { "epoch": 0.05, "learning_rate": 0.0009639719157472417, "loss": 1.9816, "theoretical_loss": 4.5441791112587016, "tokens_seen": 150732800 }, { "epoch": 0.05, "learning_rate": 0.0009639518555667002, "loss": 2.1063, "theoretical_loss": 4.543922700703251, "tokens_seen": 150798336 }, { "epoch": 0.05, "learning_rate": 0.0009639317953861585, "loss": 2.0471, "theoretical_loss": 4.5436664327441765, "tokens_seen": 150863872 }, { "epoch": 0.05, "learning_rate": 0.0009639117352056169, "loss": 2.0619, "theoretical_loss": 4.543410307240281, "tokens_seen": 150929408 }, { "epoch": 0.05, "learning_rate": 0.0009638916750250753, "loss": 1.9035, "theoretical_loss": 4.5431543240505725, "tokens_seen": 150994944 }, { "epoch": 0.05, "learning_rate": 0.0009638716148445337, "loss": 1.9168, "theoretical_loss": 4.542898483034259, "tokens_seen": 151060480 }, { "epoch": 0.05, "learning_rate": 0.000963851554663992, "loss": 1.9746, "theoretical_loss": 4.542642784050747, "tokens_seen": 151126016 }, { "epoch": 0.05, "learning_rate": 0.0009638314944834505, "loss": 2.0691, "theoretical_loss": 4.542387226959644, "tokens_seen": 151191552 }, { "epoch": 0.05, "learning_rate": 0.0009638114343029087, "loss": 1.9151, "theoretical_loss": 4.5421318116207585, "tokens_seen": 151257088 }, { "epoch": 0.05, "learning_rate": 0.0009637913741223672, "loss": 1.8876, "theoretical_loss": 4.541876537894095, "tokens_seen": 151322624 }, { "epoch": 0.05, "learning_rate": 0.0009637713139418255, "loss": 1.8877, "theoretical_loss": 4.54162140563986, "tokens_seen": 151388160 }, { "epoch": 0.05, "learning_rate": 0.0009637512537612839, "loss": 1.8514, "theoretical_loss": 4.541366414718456, "tokens_seen": 151453696 }, { "epoch": 0.05, "learning_rate": 0.0009637311935807423, "loss": 1.9069, "theoretical_loss": 4.541111564990485, "tokens_seen": 151519232 }, { "epoch": 0.05, "learning_rate": 0.0009637111334002006, "loss": 1.9673, "theoretical_loss": 4.540856856316747, "tokens_seen": 151584768 }, { "epoch": 0.05, "learning_rate": 0.000963691073219659, "loss": 1.8871, "theoretical_loss": 4.540602288558238, "tokens_seen": 151650304 }, { "epoch": 0.05, "learning_rate": 0.0009636710130391175, "loss": 1.8173, "theoretical_loss": 4.5403478615761514, "tokens_seen": 151715840 }, { "epoch": 0.05, "learning_rate": 0.0009636509528585757, "loss": 2.0094, "theoretical_loss": 4.540093575231879, "tokens_seen": 151781376 }, { "epoch": 0.05, "learning_rate": 0.0009636308926780342, "loss": 1.8458, "theoretical_loss": 4.539839429387005, "tokens_seen": 151846912 }, { "epoch": 0.05, "learning_rate": 0.0009636108324974924, "loss": 1.9317, "theoretical_loss": 4.539585423903313, "tokens_seen": 151912448 }, { "epoch": 0.05, "learning_rate": 0.0009635907723169509, "loss": 1.9469, "theoretical_loss": 4.539331558642782, "tokens_seen": 151977984 }, { "epoch": 0.05, "learning_rate": 0.0009635707121364093, "loss": 1.8159, "theoretical_loss": 4.539077833467582, "tokens_seen": 152043520 }, { "epoch": 0.05, "learning_rate": 0.0009635506519558676, "loss": 2.0562, "theoretical_loss": 4.5388242482400845, "tokens_seen": 152109056 }, { "epoch": 0.05, "learning_rate": 0.000963530591775326, "loss": 1.9007, "theoretical_loss": 4.53857080282285, "tokens_seen": 152174592 }, { "epoch": 0.05, "learning_rate": 0.0009635105315947845, "loss": 1.8905, "theoretical_loss": 4.538317497078634, "tokens_seen": 152240128 }, { "epoch": 0.05, "learning_rate": 0.0009634904714142427, "loss": 1.8761, "theoretical_loss": 4.538064330870389, "tokens_seen": 152305664 }, { "epoch": 0.05, "learning_rate": 0.0009634704112337012, "loss": 2.1206, "theoretical_loss": 4.537811304061257, "tokens_seen": 152371200 }, { "epoch": 0.05, "learning_rate": 0.0009634503510531594, "loss": 1.8516, "theoretical_loss": 4.537558416514575, "tokens_seen": 152436736 }, { "epoch": 0.05, "learning_rate": 0.0009634302908726179, "loss": 1.955, "theoretical_loss": 4.537305668093871, "tokens_seen": 152502272 }, { "epoch": 0.05, "learning_rate": 0.0009634102306920763, "loss": 2.0363, "theoretical_loss": 4.537053058662869, "tokens_seen": 152567808 }, { "epoch": 0.05, "learning_rate": 0.0009633901705115346, "loss": 2.0132, "theoretical_loss": 4.53680058808548, "tokens_seen": 152633344 }, { "epoch": 0.05, "learning_rate": 0.000963370110330993, "loss": 1.9282, "theoretical_loss": 4.53654825622581, "tokens_seen": 152698880 }, { "epoch": 0.05, "learning_rate": 0.0009633500501504514, "loss": 1.9805, "theoretical_loss": 4.536296062948156, "tokens_seen": 152764416 }, { "epoch": 0.05, "learning_rate": 0.0009633299899699097, "loss": 1.8875, "theoretical_loss": 4.536044008117005, "tokens_seen": 152829952 }, { "epoch": 0.05, "learning_rate": 0.0009633099297893682, "loss": 2.0565, "theoretical_loss": 4.535792091597035, "tokens_seen": 152895488 }, { "epoch": 0.05, "learning_rate": 0.0009632898696088264, "loss": 2.0856, "theoretical_loss": 4.535540313253112, "tokens_seen": 152961024 }, { "epoch": 0.05, "learning_rate": 0.0009632698094282849, "loss": 1.9599, "theoretical_loss": 4.535288672950296, "tokens_seen": 153026560 }, { "epoch": 0.05, "learning_rate": 0.0009632497492477432, "loss": 1.9393, "theoretical_loss": 4.535037170553833, "tokens_seen": 153092096 }, { "epoch": 0.05, "learning_rate": 0.0009632296890672016, "loss": 1.9247, "theoretical_loss": 4.534785805929161, "tokens_seen": 153157632 }, { "epoch": 0.05, "learning_rate": 0.00096320962888666, "loss": 1.8164, "theoretical_loss": 4.534534578941903, "tokens_seen": 153223168 }, { "epoch": 0.05, "learning_rate": 0.0009631895687061184, "loss": 2.0316, "theoretical_loss": 4.534283489457875, "tokens_seen": 153288704 }, { "epoch": 0.05, "learning_rate": 0.0009631695085255767, "loss": 1.9613, "theoretical_loss": 4.534032537343078, "tokens_seen": 153354240 }, { "epoch": 0.05, "learning_rate": 0.0009631494483450352, "loss": 1.8766, "theoretical_loss": 4.5337817224637025, "tokens_seen": 153419776 }, { "epoch": 0.05, "learning_rate": 0.0009631293881644935, "loss": 2.105, "theoretical_loss": 4.533531044686123, "tokens_seen": 153485312 }, { "epoch": 0.05, "learning_rate": 0.0009631093279839519, "loss": 1.89, "theoretical_loss": 4.533280503876906, "tokens_seen": 153550848 }, { "epoch": 0.05, "learning_rate": 0.0009630892678034102, "loss": 2.0764, "theoretical_loss": 4.533030099902803, "tokens_seen": 153616384 }, { "epoch": 0.05, "learning_rate": 0.0009630692076228686, "loss": 1.9391, "theoretical_loss": 4.532779832630748, "tokens_seen": 153681920 }, { "epoch": 0.05, "learning_rate": 0.000963049147442327, "loss": 2.0657, "theoretical_loss": 4.532529701927868, "tokens_seen": 153747456 }, { "epoch": 0.05, "learning_rate": 0.0009630290872617854, "loss": 1.9845, "theoretical_loss": 4.53227970766147, "tokens_seen": 153812992 }, { "epoch": 0.05, "learning_rate": 0.0009630090270812437, "loss": 1.9766, "theoretical_loss": 4.53202984969905, "tokens_seen": 153878528 }, { "epoch": 0.05, "learning_rate": 0.0009629889669007021, "loss": 1.949, "theoretical_loss": 4.531780127908286, "tokens_seen": 153944064 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.49506837129592896, "objective/train/docs_used": 63027, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.0724551677703857, "objective/train/original_loss": 2.0724549293518066, "objective/train/theoretical_loss": 4.531530542157043, "objective/train/tokens_used": 174469600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24586887657642365, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507569313049316, "objective/train/weighted_lm_loss": 2.1776838302612305, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.531530542157043, "tokens_seen": 154009600 }, { "epoch": 0.05, "learning_rate": 0.0009629689067201605, "loss": 2.0624, "theoretical_loss": 4.531530542157043, "tokens_seen": 154009600 }, { "epoch": 0.05, "learning_rate": 0.0009629488465396189, "loss": 1.997, "theoretical_loss": 4.53128109231337, "tokens_seen": 154075136 }, { "epoch": 0.05, "learning_rate": 0.0009629287863590772, "loss": 2.1624, "theoretical_loss": 4.531031778245499, "tokens_seen": 154140672 }, { "epoch": 0.05, "learning_rate": 0.0009629087261785357, "loss": 1.9835, "theoretical_loss": 4.530782599821848, "tokens_seen": 154206208 }, { "epoch": 0.05, "learning_rate": 0.0009628886659979939, "loss": 1.8497, "theoretical_loss": 4.5305335569110134, "tokens_seen": 154271744 }, { "epoch": 0.05, "learning_rate": 0.0009628686058174524, "loss": 1.9732, "theoretical_loss": 4.530284649381782, "tokens_seen": 154337280 }, { "epoch": 0.05, "learning_rate": 0.0009628485456369107, "loss": 2.0882, "theoretical_loss": 4.530035877103115, "tokens_seen": 154402816 }, { "epoch": 0.05, "learning_rate": 0.0009628284854563691, "loss": 2.0315, "theoretical_loss": 4.529787239944165, "tokens_seen": 154468352 }, { "epoch": 0.05, "learning_rate": 0.0009628084252758275, "loss": 1.9269, "theoretical_loss": 4.529538737774259, "tokens_seen": 154533888 }, { "epoch": 0.05, "learning_rate": 0.0009627883650952859, "loss": 2.0243, "theoretical_loss": 4.52929037046291, "tokens_seen": 154599424 }, { "epoch": 0.05, "learning_rate": 0.0009627683049147442, "loss": 1.9704, "theoretical_loss": 4.529042137879809, "tokens_seen": 154664960 }, { "epoch": 0.05, "learning_rate": 0.0009627482447342027, "loss": 1.9537, "theoretical_loss": 4.528794039894832, "tokens_seen": 154730496 }, { "epoch": 0.05, "learning_rate": 0.0009627281845536609, "loss": 1.9413, "theoretical_loss": 4.528546076378033, "tokens_seen": 154796032 }, { "epoch": 0.05, "learning_rate": 0.0009627081243731194, "loss": 1.8682, "theoretical_loss": 4.528298247199649, "tokens_seen": 154861568 }, { "epoch": 0.05, "learning_rate": 0.0009626880641925777, "loss": 1.9414, "theoretical_loss": 4.528050552230092, "tokens_seen": 154927104 }, { "epoch": 0.05, "learning_rate": 0.0009626680040120361, "loss": 1.8703, "theoretical_loss": 4.52780299133996, "tokens_seen": 154992640 }, { "epoch": 0.05, "learning_rate": 0.0009626479438314945, "loss": 2.079, "theoretical_loss": 4.527555564400026, "tokens_seen": 155058176 }, { "epoch": 0.05, "learning_rate": 0.0009626278836509528, "loss": 2.0089, "theoretical_loss": 4.527308271281243, "tokens_seen": 155123712 }, { "epoch": 0.05, "learning_rate": 0.0009626078234704112, "loss": 1.9527, "theoretical_loss": 4.527061111854746, "tokens_seen": 155189248 }, { "epoch": 0.05, "learning_rate": 0.0009625877632898697, "loss": 2.0116, "theoretical_loss": 4.526814085991843, "tokens_seen": 155254784 }, { "epoch": 0.05, "learning_rate": 0.0009625677031093279, "loss": 2.0765, "theoretical_loss": 4.5265671935640235, "tokens_seen": 155320320 }, { "epoch": 0.05, "learning_rate": 0.0009625476429287864, "loss": 1.9764, "theoretical_loss": 4.526320434442955, "tokens_seen": 155385856 }, { "epoch": 0.05, "learning_rate": 0.0009625275827482446, "loss": 1.9078, "theoretical_loss": 4.526073808500481, "tokens_seen": 155451392 }, { "epoch": 0.05, "learning_rate": 0.0009625075225677031, "loss": 1.8425, "theoretical_loss": 4.525827315608623, "tokens_seen": 155516928 }, { "epoch": 0.05, "learning_rate": 0.0009624874623871615, "loss": 1.7777, "theoretical_loss": 4.5255809556395805, "tokens_seen": 155582464 }, { "epoch": 0.05, "learning_rate": 0.0009624674022066198, "loss": 2.0199, "theoretical_loss": 4.525334728465727, "tokens_seen": 155648000 }, { "epoch": 0.05, "learning_rate": 0.0009624473420260783, "loss": 2.0546, "theoretical_loss": 4.525088633959613, "tokens_seen": 155713536 }, { "epoch": 0.05, "learning_rate": 0.0009624272818455367, "loss": 1.8745, "theoretical_loss": 4.524842671993966, "tokens_seen": 155779072 }, { "epoch": 0.05, "learning_rate": 0.000962407221664995, "loss": 1.9245, "theoretical_loss": 4.524596842441689, "tokens_seen": 155844608 }, { "epoch": 0.05, "learning_rate": 0.0009623871614844534, "loss": 2.1329, "theoretical_loss": 4.524351145175858, "tokens_seen": 155910144 }, { "epoch": 0.05, "learning_rate": 0.0009623671013039118, "loss": 1.8084, "theoretical_loss": 4.524105580069728, "tokens_seen": 155975680 }, { "epoch": 0.05, "learning_rate": 0.0009623470411233701, "loss": 1.9775, "theoretical_loss": 4.523860146996725, "tokens_seen": 156041216 }, { "epoch": 0.05, "learning_rate": 0.0009623269809428286, "loss": 1.8121, "theoretical_loss": 4.5236148458304495, "tokens_seen": 156106752 }, { "epoch": 0.05, "learning_rate": 0.0009623069207622868, "loss": 1.9081, "theoretical_loss": 4.523369676444679, "tokens_seen": 156172288 }, { "epoch": 0.05, "learning_rate": 0.0009622868605817453, "loss": 1.9997, "theoretical_loss": 4.523124638713361, "tokens_seen": 156237824 }, { "epoch": 0.05, "learning_rate": 0.0009622668004012036, "loss": 2.0708, "theoretical_loss": 4.52287973251062, "tokens_seen": 156303360 }, { "epoch": 0.05, "learning_rate": 0.000962246740220662, "loss": 1.901, "theoretical_loss": 4.52263495771075, "tokens_seen": 156368896 }, { "epoch": 0.05, "learning_rate": 0.0009622266800401204, "loss": 1.9521, "theoretical_loss": 4.522390314188221, "tokens_seen": 156434432 }, { "epoch": 0.05, "learning_rate": 0.0009622066198595788, "loss": 1.9751, "theoretical_loss": 4.522145801817673, "tokens_seen": 156499968 }, { "epoch": 0.05, "learning_rate": 0.0009621865596790371, "loss": 1.9347, "theoretical_loss": 4.5219014204739185, "tokens_seen": 156565504 }, { "epoch": 0.05, "learning_rate": 0.0009621664994984956, "loss": 1.7942, "theoretical_loss": 4.521657170031944, "tokens_seen": 156631040 }, { "epoch": 0.05, "learning_rate": 0.0009621464393179539, "loss": 1.9491, "theoretical_loss": 4.521413050366905, "tokens_seen": 156696576 }, { "epoch": 0.05, "learning_rate": 0.0009621263791374123, "loss": 1.8449, "theoretical_loss": 4.521169061354129, "tokens_seen": 156762112 }, { "epoch": 0.05, "learning_rate": 0.0009621063189568706, "loss": 1.8015, "theoretical_loss": 4.520925202869115, "tokens_seen": 156827648 }, { "epoch": 0.05, "learning_rate": 0.000962086258776329, "loss": 1.9523, "theoretical_loss": 4.520681474787532, "tokens_seen": 156893184 }, { "epoch": 0.05, "learning_rate": 0.0009620661985957874, "loss": 1.9431, "theoretical_loss": 4.520437876985218, "tokens_seen": 156958720 }, { "epoch": 0.05, "learning_rate": 0.0009620461384152458, "loss": 1.8395, "theoretical_loss": 4.520194409338185, "tokens_seen": 157024256 }, { "epoch": 0.05, "learning_rate": 0.0009620260782347041, "loss": 2.0112, "theoretical_loss": 4.519951071722611, "tokens_seen": 157089792 }, { "epoch": 0.05, "learning_rate": 0.0009620060180541625, "loss": 1.8646, "theoretical_loss": 4.519707864014844, "tokens_seen": 157155328 }, { "epoch": 0.05, "learning_rate": 0.0009619859578736209, "loss": 1.8881, "theoretical_loss": 4.519464786091401, "tokens_seen": 157220864 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4935777187347412, "objective/train/docs_used": 64097, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 2.037578582763672, "objective/train/original_loss": 2.037578582763672, "objective/train/theoretical_loss": 4.519221837828971, "objective/train/tokens_used": 177746400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24397633969783783, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505980253219604, "objective/train/weighted_lm_loss": 2.1407289505004883, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 4.519221837828971, "tokens_seen": 157286400 }, { "epoch": 0.05, "learning_rate": 0.0009619658976930793, "loss": 2.1463, "theoretical_loss": 4.519221837828971, "tokens_seen": 157286400 }, { "epoch": 0.05, "learning_rate": 0.0009619458375125376, "loss": 1.8261, "theoretical_loss": 4.518979019104407, "tokens_seen": 157351936 }, { "epoch": 0.05, "learning_rate": 0.0009619257773319961, "loss": 2.0235, "theoretical_loss": 4.518736329794732, "tokens_seen": 157417472 }, { "epoch": 0.05, "learning_rate": 0.0009619057171514543, "loss": 1.9399, "theoretical_loss": 4.5184937697771375, "tokens_seen": 157483008 }, { "epoch": 0.05, "learning_rate": 0.0009618856569709128, "loss": 2.0169, "theoretical_loss": 4.51825133892898, "tokens_seen": 157548544 }, { "epoch": 0.05, "learning_rate": 0.0009618655967903711, "loss": 1.9519, "theoretical_loss": 4.51800903712779, "tokens_seen": 157614080 }, { "epoch": 0.05, "learning_rate": 0.0009618455366098295, "loss": 1.9318, "theoretical_loss": 4.517766864251255, "tokens_seen": 157679616 }, { "epoch": 0.05, "learning_rate": 0.0009618254764292879, "loss": 1.878, "theoretical_loss": 4.517524820177239, "tokens_seen": 157745152 }, { "epoch": 0.05, "learning_rate": 0.0009618054162487463, "loss": 1.8226, "theoretical_loss": 4.517282904783764, "tokens_seen": 157810688 }, { "epoch": 0.05, "learning_rate": 0.0009617853560682046, "loss": 1.9889, "theoretical_loss": 4.5170411179490255, "tokens_seen": 157876224 }, { "epoch": 0.05, "learning_rate": 0.0009617652958876631, "loss": 1.9731, "theoretical_loss": 4.516799459551378, "tokens_seen": 157941760 }, { "epoch": 0.05, "learning_rate": 0.0009617452357071213, "loss": 1.8943, "theoretical_loss": 4.516557929469347, "tokens_seen": 158007296 }, { "epoch": 0.05, "learning_rate": 0.0009617251755265798, "loss": 1.9482, "theoretical_loss": 4.516316527581621, "tokens_seen": 158072832 }, { "epoch": 0.05, "learning_rate": 0.0009617051153460381, "loss": 1.9452, "theoretical_loss": 4.5160752537670525, "tokens_seen": 158138368 }, { "epoch": 0.05, "learning_rate": 0.0009616850551654965, "loss": 1.9644, "theoretical_loss": 4.515834107904659, "tokens_seen": 158203904 }, { "epoch": 0.05, "learning_rate": 0.0009616649949849549, "loss": 2.0442, "theoretical_loss": 4.515593089873624, "tokens_seen": 158269440 }, { "epoch": 0.05, "learning_rate": 0.0009616449348044132, "loss": 1.9659, "theoretical_loss": 4.515352199553295, "tokens_seen": 158334976 }, { "epoch": 0.05, "learning_rate": 0.0009616248746238716, "loss": 2.0096, "theoretical_loss": 4.51511143682318, "tokens_seen": 158400512 }, { "epoch": 0.05, "learning_rate": 0.0009616048144433301, "loss": 1.9158, "theoretical_loss": 4.514870801562955, "tokens_seen": 158466048 }, { "epoch": 0.05, "learning_rate": 0.0009615847542627883, "loss": 1.904, "theoretical_loss": 4.514630293652454, "tokens_seen": 158531584 }, { "epoch": 0.05, "learning_rate": 0.0009615646940822468, "loss": 1.9249, "theoretical_loss": 4.514389912971679, "tokens_seen": 158597120 }, { "epoch": 0.05, "learning_rate": 0.000961544633901705, "loss": 1.8967, "theoretical_loss": 4.5141496594007915, "tokens_seen": 158662656 }, { "epoch": 0.05, "learning_rate": 0.0009615245737211635, "loss": 1.9135, "theoretical_loss": 4.513909532820117, "tokens_seen": 158728192 }, { "epoch": 0.05, "learning_rate": 0.0009615045135406219, "loss": 1.9641, "theoretical_loss": 4.513669533110141, "tokens_seen": 158793728 }, { "epoch": 0.05, "learning_rate": 0.0009614844533600802, "loss": 1.9775, "theoretical_loss": 4.513429660151513, "tokens_seen": 158859264 }, { "epoch": 0.05, "learning_rate": 0.0009614643931795386, "loss": 1.9063, "theoretical_loss": 4.513189913825043, "tokens_seen": 158924800 }, { "epoch": 0.05, "learning_rate": 0.0009614443329989971, "loss": 1.9086, "theoretical_loss": 4.5129502940117, "tokens_seen": 158990336 }, { "epoch": 0.05, "learning_rate": 0.0009614242728184553, "loss": 1.803, "theoretical_loss": 4.512710800592618, "tokens_seen": 159055872 }, { "epoch": 0.05, "learning_rate": 0.0009614042126379138, "loss": 1.919, "theoretical_loss": 4.51247143344909, "tokens_seen": 159121408 }, { "epoch": 0.05, "learning_rate": 0.000961384152457372, "loss": 1.8886, "theoretical_loss": 4.512232192462566, "tokens_seen": 159186944 }, { "epoch": 0.05, "learning_rate": 0.0009613640922768305, "loss": 1.9788, "theoretical_loss": 4.511993077514662, "tokens_seen": 159252480 }, { "epoch": 0.05, "learning_rate": 0.0009613440320962889, "loss": 1.9061, "theoretical_loss": 4.51175408848715, "tokens_seen": 159318016 }, { "epoch": 0.05, "learning_rate": 0.0009613239719157472, "loss": 1.9861, "theoretical_loss": 4.511515225261961, "tokens_seen": 159383552 }, { "epoch": 0.05, "learning_rate": 0.0009613039117352056, "loss": 1.8786, "theoretical_loss": 4.511276487721187, "tokens_seen": 159449088 }, { "epoch": 0.05, "learning_rate": 0.000961283851554664, "loss": 1.9009, "theoretical_loss": 4.511037875747078, "tokens_seen": 159514624 }, { "epoch": 0.05, "learning_rate": 0.0009612637913741223, "loss": 1.9976, "theoretical_loss": 4.5107993892220435, "tokens_seen": 159580160 }, { "epoch": 0.05, "learning_rate": 0.0009612437311935808, "loss": 1.9536, "theoretical_loss": 4.5105610280286506, "tokens_seen": 159645696 }, { "epoch": 0.05, "learning_rate": 0.0009612236710130391, "loss": 1.9695, "theoretical_loss": 4.5103227920496245, "tokens_seen": 159711232 }, { "epoch": 0.05, "learning_rate": 0.0009612036108324975, "loss": 1.9963, "theoretical_loss": 4.510084681167848, "tokens_seen": 159776768 }, { "epoch": 0.05, "learning_rate": 0.0009611835506519559, "loss": 1.8545, "theoretical_loss": 4.509846695266361, "tokens_seen": 159842304 }, { "epoch": 0.05, "learning_rate": 0.0009611634904714143, "loss": 1.9444, "theoretical_loss": 4.509608834228365, "tokens_seen": 159907840 }, { "epoch": 0.05, "learning_rate": 0.0009611434302908726, "loss": 1.897, "theoretical_loss": 4.50937109793721, "tokens_seen": 159973376 }, { "epoch": 0.05, "learning_rate": 0.000961123370110331, "loss": 1.7706, "theoretical_loss": 4.5091334862764105, "tokens_seen": 160038912 }, { "epoch": 0.05, "learning_rate": 0.0009611033099297893, "loss": 1.9551, "theoretical_loss": 4.508895999129634, "tokens_seen": 160104448 }, { "epoch": 0.05, "learning_rate": 0.0009610832497492478, "loss": 1.9135, "theoretical_loss": 4.508658636380705, "tokens_seen": 160169984 }, { "epoch": 0.05, "learning_rate": 0.0009610631895687061, "loss": 1.8921, "theoretical_loss": 4.508421397913603, "tokens_seen": 160235520 }, { "epoch": 0.05, "learning_rate": 0.0009610431293881645, "loss": 2.0087, "theoretical_loss": 4.508184283612462, "tokens_seen": 160301056 }, { "epoch": 0.05, "learning_rate": 0.0009610230692076228, "loss": 1.9208, "theoretical_loss": 4.5079472933615765, "tokens_seen": 160366592 }, { "epoch": 0.05, "learning_rate": 0.0009610030090270813, "loss": 2.1351, "theoretical_loss": 4.507710427045389, "tokens_seen": 160432128 }, { "epoch": 0.05, "learning_rate": 0.0009609829488465396, "loss": 2.0943, "theoretical_loss": 4.507473684548502, "tokens_seen": 160497664 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.49687397480010986, "objective/train/docs_used": 65316, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8788886070251465, "objective/train/original_loss": 1.8788886070251465, "objective/train/theoretical_loss": 4.507237065755672, "objective/train/tokens_used": 181023200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24701941013336182, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0509432554244995, "objective/train/weighted_lm_loss": 1.97454035282135, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.507237065755672, "tokens_seen": 160563200 }, { "epoch": 0.05, "learning_rate": 0.000960962888665998, "loss": 1.985, "theoretical_loss": 4.507237065755672, "tokens_seen": 160563200 }, { "epoch": 0.05, "learning_rate": 0.0009609428284854565, "loss": 1.8503, "theoretical_loss": 4.507000570551806, "tokens_seen": 160628736 }, { "epoch": 0.05, "learning_rate": 0.0009609227683049147, "loss": 1.8316, "theoretical_loss": 4.50676419882197, "tokens_seen": 160694272 }, { "epoch": 0.05, "learning_rate": 0.0009609027081243732, "loss": 2.0776, "theoretical_loss": 4.506527950451379, "tokens_seen": 160759808 }, { "epoch": 0.05, "learning_rate": 0.0009608826479438315, "loss": 1.8979, "theoretical_loss": 4.506291825325405, "tokens_seen": 160825344 }, { "epoch": 0.05, "learning_rate": 0.0009608625877632899, "loss": 1.9678, "theoretical_loss": 4.5060558233295716, "tokens_seen": 160890880 }, { "epoch": 0.05, "learning_rate": 0.0009608425275827483, "loss": 1.8766, "theoretical_loss": 4.505819944349556, "tokens_seen": 160956416 }, { "epoch": 0.05, "learning_rate": 0.0009608224674022067, "loss": 1.95, "theoretical_loss": 4.505584188271186, "tokens_seen": 161021952 }, { "epoch": 0.05, "learning_rate": 0.000960802407221665, "loss": 1.9329, "theoretical_loss": 4.505348554980444, "tokens_seen": 161087488 }, { "epoch": 0.05, "learning_rate": 0.0009607823470411235, "loss": 1.8921, "theoretical_loss": 4.5051130443634655, "tokens_seen": 161153024 }, { "epoch": 0.05, "learning_rate": 0.0009607622868605817, "loss": 1.7781, "theoretical_loss": 4.504877656306535, "tokens_seen": 161218560 }, { "epoch": 0.05, "learning_rate": 0.0009607422266800402, "loss": 2.0076, "theoretical_loss": 4.504642390696089, "tokens_seen": 161284096 }, { "epoch": 0.05, "learning_rate": 0.0009607221664994985, "loss": 1.9829, "theoretical_loss": 4.504407247418717, "tokens_seen": 161349632 }, { "epoch": 0.05, "learning_rate": 0.0009607021063189569, "loss": 1.9316, "theoretical_loss": 4.50417222636116, "tokens_seen": 161415168 }, { "epoch": 0.05, "learning_rate": 0.0009606820461384153, "loss": 1.973, "theoretical_loss": 4.503937327410306, "tokens_seen": 161480704 }, { "epoch": 0.05, "learning_rate": 0.0009606619859578736, "loss": 1.9379, "theoretical_loss": 4.5037025504531965, "tokens_seen": 161546240 }, { "epoch": 0.05, "learning_rate": 0.000960641925777332, "loss": 1.9915, "theoretical_loss": 4.503467895377025, "tokens_seen": 161611776 }, { "epoch": 0.05, "learning_rate": 0.0009606218655967905, "loss": 1.9256, "theoretical_loss": 4.50323336206913, "tokens_seen": 161677312 }, { "epoch": 0.05, "learning_rate": 0.0009606018054162487, "loss": 1.984, "theoretical_loss": 4.502998950417004, "tokens_seen": 161742848 }, { "epoch": 0.05, "learning_rate": 0.0009605817452357072, "loss": 1.8998, "theoretical_loss": 4.502764660308286, "tokens_seen": 161808384 }, { "epoch": 0.05, "learning_rate": 0.0009605616850551654, "loss": 2.0802, "theoretical_loss": 4.502530491630768, "tokens_seen": 161873920 }, { "epoch": 0.05, "learning_rate": 0.0009605416248746239, "loss": 2.0452, "theoretical_loss": 4.502296444272387, "tokens_seen": 161939456 }, { "epoch": 0.05, "learning_rate": 0.0009605215646940823, "loss": 1.8631, "theoretical_loss": 4.502062518121232, "tokens_seen": 162004992 }, { "epoch": 0.05, "learning_rate": 0.0009605015045135406, "loss": 1.9151, "theoretical_loss": 4.501828713065537, "tokens_seen": 162070528 }, { "epoch": 0.05, "learning_rate": 0.000960481444332999, "loss": 1.8775, "theoretical_loss": 4.501595028993686, "tokens_seen": 162136064 }, { "epoch": 0.05, "learning_rate": 0.0009604613841524575, "loss": 1.9531, "theoretical_loss": 4.501361465794213, "tokens_seen": 162201600 }, { "epoch": 0.05, "learning_rate": 0.0009604413239719157, "loss": 1.9826, "theoretical_loss": 4.501128023355796, "tokens_seen": 162267136 }, { "epoch": 0.05, "learning_rate": 0.0009604212637913742, "loss": 1.9779, "theoretical_loss": 4.500894701567263, "tokens_seen": 162332672 }, { "epoch": 0.05, "learning_rate": 0.0009604012036108325, "loss": 1.8989, "theoretical_loss": 4.500661500317587, "tokens_seen": 162398208 }, { "epoch": 0.05, "learning_rate": 0.0009603811434302909, "loss": 1.8547, "theoretical_loss": 4.500428419495892, "tokens_seen": 162463744 }, { "epoch": 0.05, "learning_rate": 0.0009603610832497493, "loss": 1.9796, "theoretical_loss": 4.500195458991443, "tokens_seen": 162529280 }, { "epoch": 0.05, "learning_rate": 0.0009603410230692076, "loss": 2.0481, "theoretical_loss": 4.4999626186936545, "tokens_seen": 162594816 }, { "epoch": 0.05, "learning_rate": 0.000960320962888666, "loss": 2.0033, "theoretical_loss": 4.499729898492089, "tokens_seen": 162660352 }, { "epoch": 0.05, "learning_rate": 0.0009603009027081244, "loss": 2.0799, "theoretical_loss": 4.4994972982764505, "tokens_seen": 162725888 }, { "epoch": 0.05, "learning_rate": 0.0009602808425275827, "loss": 1.8236, "theoretical_loss": 4.499264817936593, "tokens_seen": 162791424 }, { "epoch": 0.05, "learning_rate": 0.0009602607823470412, "loss": 2.1797, "theoretical_loss": 4.499032457362514, "tokens_seen": 162856960 }, { "epoch": 0.05, "learning_rate": 0.0009602407221664995, "loss": 1.9804, "theoretical_loss": 4.498800216444353, "tokens_seen": 162922496 }, { "epoch": 0.05, "learning_rate": 0.0009602206619859579, "loss": 1.9246, "theoretical_loss": 4.498568095072401, "tokens_seen": 162988032 }, { "epoch": 0.05, "learning_rate": 0.0009602006018054163, "loss": 1.9251, "theoretical_loss": 4.498336093137089, "tokens_seen": 163053568 }, { "epoch": 0.05, "learning_rate": 0.0009601805416248747, "loss": 1.9896, "theoretical_loss": 4.498104210528993, "tokens_seen": 163119104 }, { "epoch": 0.05, "learning_rate": 0.000960160481444333, "loss": 1.9048, "theoretical_loss": 4.497872447138834, "tokens_seen": 163184640 }, { "epoch": 0.05, "learning_rate": 0.0009601404212637914, "loss": 1.9159, "theoretical_loss": 4.497640802857477, "tokens_seen": 163250176 }, { "epoch": 0.05, "learning_rate": 0.0009601203610832497, "loss": 2.0265, "theoretical_loss": 4.49740927757593, "tokens_seen": 163315712 }, { "epoch": 0.05, "learning_rate": 0.0009601003009027082, "loss": 1.7832, "theoretical_loss": 4.497177871185343, "tokens_seen": 163381248 }, { "epoch": 0.05, "learning_rate": 0.0009600802407221665, "loss": 2.0497, "theoretical_loss": 4.4969465835770155, "tokens_seen": 163446784 }, { "epoch": 0.05, "learning_rate": 0.0009600601805416249, "loss": 1.8603, "theoretical_loss": 4.496715414642381, "tokens_seen": 163512320 }, { "epoch": 0.05, "learning_rate": 0.0009600401203610832, "loss": 1.9919, "theoretical_loss": 4.496484364273021, "tokens_seen": 163577856 }, { "epoch": 0.05, "learning_rate": 0.0009600200601805417, "loss": 2.0578, "theoretical_loss": 4.49625343236066, "tokens_seen": 163643392 }, { "epoch": 0.05, "learning_rate": 0.00096, "loss": 1.97, "theoretical_loss": 4.496022618797161, "tokens_seen": 163708928 }, { "epoch": 0.05, "learning_rate": 0.0009599799398194584, "loss": 1.8953, "theoretical_loss": 4.495791923474533, "tokens_seen": 163774464 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4943779706954956, "objective/train/docs_used": 66569, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7600229978561401, "objective/train/original_loss": 1.7600231170654297, "objective/train/theoretical_loss": 4.495561346284925, "objective/train/tokens_used": 184300000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446385622024536, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050681471824646, "objective/train/weighted_lm_loss": 1.849135160446167, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.495561346284925, "tokens_seen": 163840000 }, { "epoch": 0.05, "learning_rate": 0.0009599598796389167, "loss": 1.7395, "theoretical_loss": 4.495561346284925, "tokens_seen": 163840000 }, { "epoch": 0.05, "learning_rate": 0.0009599398194583751, "loss": 1.8734, "theoretical_loss": 4.495330887120624, "tokens_seen": 163905536 }, { "epoch": 0.05, "learning_rate": 0.0009599197592778335, "loss": 2.0076, "theoretical_loss": 4.495100545874065, "tokens_seen": 163971072 }, { "epoch": 0.05, "learning_rate": 0.0009598996990972919, "loss": 1.955, "theoretical_loss": 4.4948703224378175, "tokens_seen": 164036608 }, { "epoch": 0.05, "learning_rate": 0.0009598796389167502, "loss": 1.9929, "theoretical_loss": 4.494640216704598, "tokens_seen": 164102144 }, { "epoch": 0.05, "learning_rate": 0.0009598595787362087, "loss": 2.0399, "theoretical_loss": 4.494410228567258, "tokens_seen": 164167680 }, { "epoch": 0.05, "learning_rate": 0.000959839518555667, "loss": 1.9737, "theoretical_loss": 4.494180357918792, "tokens_seen": 164233216 }, { "epoch": 0.05, "learning_rate": 0.0009598194583751254, "loss": 1.9149, "theoretical_loss": 4.493950604652333, "tokens_seen": 164298752 }, { "epoch": 0.05, "learning_rate": 0.0009597993981945838, "loss": 1.9785, "theoretical_loss": 4.493720968661158, "tokens_seen": 164364288 }, { "epoch": 0.05, "learning_rate": 0.0009597793380140421, "loss": 1.8819, "theoretical_loss": 4.493491449838676, "tokens_seen": 164429824 }, { "epoch": 0.05, "learning_rate": 0.0009597592778335005, "loss": 1.9185, "theoretical_loss": 4.493262048078442, "tokens_seen": 164495360 }, { "epoch": 0.05, "learning_rate": 0.000959739217652959, "loss": 1.928, "theoretical_loss": 4.493032763274148, "tokens_seen": 164560896 }, { "epoch": 0.05, "learning_rate": 0.0009597191574724172, "loss": 1.9115, "theoretical_loss": 4.492803595319623, "tokens_seen": 164626432 }, { "epoch": 0.05, "learning_rate": 0.0009596990972918757, "loss": 1.8792, "theoretical_loss": 4.492574544108838, "tokens_seen": 164691968 }, { "epoch": 0.05, "learning_rate": 0.0009596790371113339, "loss": 1.7851, "theoretical_loss": 4.492345609535899, "tokens_seen": 164757504 }, { "epoch": 0.05, "learning_rate": 0.0009596589769307924, "loss": 2.0436, "theoretical_loss": 4.492116791495052, "tokens_seen": 164823040 }, { "epoch": 0.05, "learning_rate": 0.0009596389167502508, "loss": 1.8955, "theoretical_loss": 4.49188808988068, "tokens_seen": 164888576 }, { "epoch": 0.05, "learning_rate": 0.0009596188565697091, "loss": 1.7672, "theoretical_loss": 4.491659504587304, "tokens_seen": 164954112 }, { "epoch": 0.05, "learning_rate": 0.0009595987963891675, "loss": 1.8993, "theoretical_loss": 4.491431035509584, "tokens_seen": 165019648 }, { "epoch": 0.05, "learning_rate": 0.0009595787362086258, "loss": 1.8166, "theoretical_loss": 4.4912026825423155, "tokens_seen": 165085184 }, { "epoch": 0.05, "learning_rate": 0.0009595586760280842, "loss": 1.8962, "theoretical_loss": 4.490974445580429, "tokens_seen": 165150720 }, { "epoch": 0.05, "learning_rate": 0.0009595386158475427, "loss": 1.8735, "theoretical_loss": 4.490746324518995, "tokens_seen": 165216256 }, { "epoch": 0.05, "learning_rate": 0.0009595185556670009, "loss": 1.8615, "theoretical_loss": 4.490518319253221, "tokens_seen": 165281792 }, { "epoch": 0.05, "learning_rate": 0.0009594984954864594, "loss": 1.8063, "theoretical_loss": 4.490290429678447, "tokens_seen": 165347328 }, { "epoch": 0.05, "learning_rate": 0.0009594784353059178, "loss": 1.9261, "theoretical_loss": 4.490062655690153, "tokens_seen": 165412864 }, { "epoch": 0.05, "learning_rate": 0.0009594583751253761, "loss": 1.8684, "theoretical_loss": 4.4898349971839515, "tokens_seen": 165478400 }, { "epoch": 0.05, "learning_rate": 0.0009594383149448346, "loss": 1.7628, "theoretical_loss": 4.489607454055593, "tokens_seen": 165543936 }, { "epoch": 0.05, "learning_rate": 0.0009594182547642929, "loss": 1.9646, "theoretical_loss": 4.489380026200961, "tokens_seen": 165609472 }, { "epoch": 0.05, "learning_rate": 0.0009593981945837513, "loss": 1.9232, "theoretical_loss": 4.489152713516077, "tokens_seen": 165675008 }, { "epoch": 0.05, "learning_rate": 0.0009593781344032097, "loss": 1.7531, "theoretical_loss": 4.488925515897095, "tokens_seen": 165740544 }, { "epoch": 0.05, "learning_rate": 0.000959358074222668, "loss": 1.6834, "theoretical_loss": 4.488698433240304, "tokens_seen": 165806080 }, { "epoch": 0.05, "learning_rate": 0.0009593380140421264, "loss": 1.949, "theoretical_loss": 4.48847146544213, "tokens_seen": 165871616 }, { "epoch": 0.05, "learning_rate": 0.0009593179538615848, "loss": 1.8811, "theoretical_loss": 4.488244612399129, "tokens_seen": 165937152 }, { "epoch": 0.05, "learning_rate": 0.0009592978936810431, "loss": 1.8608, "theoretical_loss": 4.488017874007993, "tokens_seen": 166002688 }, { "epoch": 0.05, "learning_rate": 0.0009592778335005016, "loss": 1.873, "theoretical_loss": 4.487791250165549, "tokens_seen": 166068224 }, { "epoch": 0.05, "learning_rate": 0.0009592577733199599, "loss": 1.8062, "theoretical_loss": 4.487564740768756, "tokens_seen": 166133760 }, { "epoch": 0.05, "learning_rate": 0.0009592377131394183, "loss": 1.8608, "theoretical_loss": 4.487338345714707, "tokens_seen": 166199296 }, { "epoch": 0.05, "learning_rate": 0.0009592176529588767, "loss": 1.9687, "theoretical_loss": 4.487112064900627, "tokens_seen": 166264832 }, { "epoch": 0.05, "learning_rate": 0.0009591975927783351, "loss": 1.9348, "theoretical_loss": 4.486885898223873, "tokens_seen": 166330368 }, { "epoch": 0.05, "learning_rate": 0.0009591775325977934, "loss": 1.8068, "theoretical_loss": 4.48665984558194, "tokens_seen": 166395904 }, { "epoch": 0.05, "learning_rate": 0.0009591574724172518, "loss": 1.8497, "theoretical_loss": 4.486433906872448, "tokens_seen": 166461440 }, { "epoch": 0.05, "learning_rate": 0.0009591374122367101, "loss": 1.971, "theoretical_loss": 4.486208081993155, "tokens_seen": 166526976 }, { "epoch": 0.05, "learning_rate": 0.0009591173520561686, "loss": 1.9106, "theoretical_loss": 4.485982370841946, "tokens_seen": 166592512 }, { "epoch": 0.05, "learning_rate": 0.0009590972918756269, "loss": 1.878, "theoretical_loss": 4.485756773316844, "tokens_seen": 166658048 }, { "epoch": 0.05, "learning_rate": 0.0009590772316950853, "loss": 1.9501, "theoretical_loss": 4.485531289315997, "tokens_seen": 166723584 }, { "epoch": 0.05, "learning_rate": 0.0009590571715145436, "loss": 1.8681, "theoretical_loss": 4.485305918737687, "tokens_seen": 166789120 }, { "epoch": 0.05, "learning_rate": 0.0009590371113340021, "loss": 1.8118, "theoretical_loss": 4.48508066148033, "tokens_seen": 166854656 }, { "epoch": 0.05, "learning_rate": 0.0009590170511534604, "loss": 1.8352, "theoretical_loss": 4.484855517442467, "tokens_seen": 166920192 }, { "epoch": 0.05, "learning_rate": 0.0009589969909729188, "loss": 1.7397, "theoretical_loss": 4.484630486522775, "tokens_seen": 166985728 }, { "epoch": 0.05, "learning_rate": 0.0009589769307923771, "loss": 1.9343, "theoretical_loss": 4.4844055686200575, "tokens_seen": 167051264 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4909823536872864, "objective/train/docs_used": 67770, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.918248176574707, "objective/train/original_loss": 1.9182484149932861, "objective/train/theoretical_loss": 4.48418076363325, "objective/train/tokens_used": 187576800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2417370080947876, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503270626068115, "objective/train/weighted_lm_loss": 2.014829158782959, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.48418076363325, "tokens_seen": 167116800 }, { "epoch": 0.05, "learning_rate": 0.0009589568706118355, "loss": 1.9665, "theoretical_loss": 4.48418076363325, "tokens_seen": 167116800 }, { "epoch": 0.05, "learning_rate": 0.0009589368104312939, "loss": 1.9255, "theoretical_loss": 4.483956071461419, "tokens_seen": 167182336 }, { "epoch": 0.05, "learning_rate": 0.0009589167502507523, "loss": 2.0147, "theoretical_loss": 4.483731492003757, "tokens_seen": 167247872 }, { "epoch": 0.05, "learning_rate": 0.0009588966900702106, "loss": 1.825, "theoretical_loss": 4.483507025159591, "tokens_seen": 167313408 }, { "epoch": 0.05, "learning_rate": 0.0009588766298896691, "loss": 1.8508, "theoretical_loss": 4.483282670828374, "tokens_seen": 167378944 }, { "epoch": 0.05, "learning_rate": 0.0009588565697091274, "loss": 1.9944, "theoretical_loss": 4.483058428909688, "tokens_seen": 167444480 }, { "epoch": 0.05, "learning_rate": 0.0009588365095285858, "loss": 1.8854, "theoretical_loss": 4.482834299303246, "tokens_seen": 167510016 }, { "epoch": 0.05, "learning_rate": 0.0009588164493480442, "loss": 1.9292, "theoretical_loss": 4.482610281908888, "tokens_seen": 167575552 }, { "epoch": 0.05, "learning_rate": 0.0009587963891675025, "loss": 1.9696, "theoretical_loss": 4.482386376626582, "tokens_seen": 167641088 }, { "epoch": 0.05, "learning_rate": 0.0009587763289869609, "loss": 1.8661, "theoretical_loss": 4.482162583356427, "tokens_seen": 167706624 }, { "epoch": 0.05, "learning_rate": 0.0009587562688064194, "loss": 1.7834, "theoretical_loss": 4.481938901998647, "tokens_seen": 167772160 }, { "epoch": 0.05, "learning_rate": 0.0009587362086258776, "loss": 2.0171, "theoretical_loss": 4.481715332453595, "tokens_seen": 167837696 }, { "epoch": 0.05, "learning_rate": 0.0009587161484453361, "loss": 1.8928, "theoretical_loss": 4.481491874621751, "tokens_seen": 167903232 }, { "epoch": 0.05, "learning_rate": 0.0009586960882647943, "loss": 1.6732, "theoretical_loss": 4.481268528403723, "tokens_seen": 167968768 }, { "epoch": 0.05, "learning_rate": 0.0009586760280842528, "loss": 1.8741, "theoretical_loss": 4.481045293700248, "tokens_seen": 168034304 }, { "epoch": 0.05, "learning_rate": 0.0009586559679037112, "loss": 1.8851, "theoretical_loss": 4.480822170412186, "tokens_seen": 168099840 }, { "epoch": 0.05, "learning_rate": 0.0009586359077231695, "loss": 1.8634, "theoretical_loss": 4.480599158440526, "tokens_seen": 168165376 }, { "epoch": 0.05, "learning_rate": 0.0009586158475426279, "loss": 1.7684, "theoretical_loss": 4.480376257686384, "tokens_seen": 168230912 }, { "epoch": 0.05, "learning_rate": 0.0009585957873620862, "loss": 2.012, "theoretical_loss": 4.480153468051001, "tokens_seen": 168296448 }, { "epoch": 0.05, "learning_rate": 0.0009585757271815446, "loss": 1.9126, "theoretical_loss": 4.479930789435746, "tokens_seen": 168361984 }, { "epoch": 0.05, "learning_rate": 0.0009585556670010031, "loss": 1.9654, "theoretical_loss": 4.479708221742111, "tokens_seen": 168427520 }, { "epoch": 0.05, "learning_rate": 0.0009585356068204613, "loss": 1.8602, "theoretical_loss": 4.479485764871717, "tokens_seen": 168493056 }, { "epoch": 0.05, "learning_rate": 0.0009585155466399198, "loss": 1.9912, "theoretical_loss": 4.4792634187263065, "tokens_seen": 168558592 }, { "epoch": 0.05, "learning_rate": 0.0009584954864593782, "loss": 2.0017, "theoretical_loss": 4.479041183207752, "tokens_seen": 168624128 }, { "epoch": 0.05, "learning_rate": 0.0009584754262788365, "loss": 1.8021, "theoretical_loss": 4.478819058218047, "tokens_seen": 168689664 }, { "epoch": 0.05, "learning_rate": 0.0009584553660982949, "loss": 1.9251, "theoretical_loss": 4.478597043659311, "tokens_seen": 168755200 }, { "epoch": 0.05, "learning_rate": 0.0009584353059177533, "loss": 1.9435, "theoretical_loss": 4.4783751394337905, "tokens_seen": 168820736 }, { "epoch": 0.05, "learning_rate": 0.0009584152457372116, "loss": 1.7251, "theoretical_loss": 4.478153345443854, "tokens_seen": 168886272 }, { "epoch": 0.05, "learning_rate": 0.0009583951855566701, "loss": 1.964, "theoretical_loss": 4.477931661591995, "tokens_seen": 168951808 }, { "epoch": 0.05, "learning_rate": 0.0009583751253761283, "loss": 1.7283, "theoretical_loss": 4.47771008778083, "tokens_seen": 169017344 }, { "epoch": 0.05, "learning_rate": 0.0009583550651955868, "loss": 1.7976, "theoretical_loss": 4.4774886239131, "tokens_seen": 169082880 }, { "epoch": 0.05, "learning_rate": 0.0009583350050150451, "loss": 2.0903, "theoretical_loss": 4.477267269891671, "tokens_seen": 169148416 }, { "epoch": 0.05, "learning_rate": 0.0009583149448345035, "loss": 1.8024, "theoretical_loss": 4.477046025619531, "tokens_seen": 169213952 }, { "epoch": 0.05, "learning_rate": 0.0009582948846539619, "loss": 1.9521, "theoretical_loss": 4.47682489099979, "tokens_seen": 169279488 }, { "epoch": 0.05, "learning_rate": 0.0009582748244734203, "loss": 1.9436, "theoretical_loss": 4.476603865935683, "tokens_seen": 169345024 }, { "epoch": 0.05, "learning_rate": 0.0009582547642928786, "loss": 1.9069, "theoretical_loss": 4.476382950330569, "tokens_seen": 169410560 }, { "epoch": 0.05, "learning_rate": 0.0009582347041123371, "loss": 1.9511, "theoretical_loss": 4.476162144087925, "tokens_seen": 169476096 }, { "epoch": 0.05, "learning_rate": 0.0009582146439317953, "loss": 1.9537, "theoretical_loss": 4.475941447111355, "tokens_seen": 169541632 }, { "epoch": 0.05, "learning_rate": 0.0009581945837512538, "loss": 2.0403, "theoretical_loss": 4.475720859304583, "tokens_seen": 169607168 }, { "epoch": 0.05, "learning_rate": 0.0009581745235707121, "loss": 1.9219, "theoretical_loss": 4.4755003805714555, "tokens_seen": 169672704 }, { "epoch": 0.05, "learning_rate": 0.0009581544633901705, "loss": 1.8615, "theoretical_loss": 4.47528001081594, "tokens_seen": 169738240 }, { "epoch": 0.05, "learning_rate": 0.0009581344032096289, "loss": 1.9764, "theoretical_loss": 4.475059749942126, "tokens_seen": 169803776 }, { "epoch": 0.05, "learning_rate": 0.0009581143430290873, "loss": 1.6865, "theoretical_loss": 4.474839597854226, "tokens_seen": 169869312 }, { "epoch": 0.05, "learning_rate": 0.0009580942828485456, "loss": 2.0214, "theoretical_loss": 4.474619554456571, "tokens_seen": 169934848 }, { "epoch": 0.05, "learning_rate": 0.000958074222668004, "loss": 1.8969, "theoretical_loss": 4.4743996196536155, "tokens_seen": 170000384 }, { "epoch": 0.05, "learning_rate": 0.0009580541624874624, "loss": 1.9962, "theoretical_loss": 4.474179793349933, "tokens_seen": 170065920 }, { "epoch": 0.05, "learning_rate": 0.0009580341023069208, "loss": 1.7917, "theoretical_loss": 4.473960075450218, "tokens_seen": 170131456 }, { "epoch": 0.05, "learning_rate": 0.0009580140421263791, "loss": 1.9129, "theoretical_loss": 4.473740465859285, "tokens_seen": 170196992 }, { "epoch": 0.05, "learning_rate": 0.0009579939819458375, "loss": 1.993, "theoretical_loss": 4.47352096448207, "tokens_seen": 170262528 }, { "epoch": 0.05, "learning_rate": 0.0009579739217652958, "loss": 2.0726, "theoretical_loss": 4.473301571223629, "tokens_seen": 170328064 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4946981370449066, "objective/train/docs_used": 69022, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9940156936645508, "objective/train/original_loss": 1.9940155744552612, "objective/train/theoretical_loss": 4.473082285989134, "objective/train/tokens_used": 190853600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24500080943107605, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507153272628784, "objective/train/weighted_lm_loss": 2.094956636428833, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.473082285989134, "tokens_seen": 170393600 }, { "epoch": 0.05, "learning_rate": 0.0009579538615847543, "loss": 1.9899, "theoretical_loss": 4.473082285989134, "tokens_seen": 170393600 }, { "epoch": 0.05, "learning_rate": 0.0009579338014042127, "loss": 2.0756, "theoretical_loss": 4.472863108683884, "tokens_seen": 170459136 }, { "epoch": 0.05, "learning_rate": 0.000957913741223671, "loss": 1.9973, "theoretical_loss": 4.47264403921329, "tokens_seen": 170524672 }, { "epoch": 0.05, "learning_rate": 0.0009578936810431295, "loss": 1.8127, "theoretical_loss": 4.472425077482886, "tokens_seen": 170590208 }, { "epoch": 0.05, "learning_rate": 0.0009578736208625878, "loss": 1.8438, "theoretical_loss": 4.472206223398325, "tokens_seen": 170655744 }, { "epoch": 0.05, "learning_rate": 0.0009578535606820462, "loss": 1.9837, "theoretical_loss": 4.471987476865376, "tokens_seen": 170721280 }, { "epoch": 0.05, "learning_rate": 0.0009578335005015046, "loss": 1.8991, "theoretical_loss": 4.471768837789931, "tokens_seen": 170786816 }, { "epoch": 0.05, "learning_rate": 0.0009578134403209629, "loss": 1.8756, "theoretical_loss": 4.4715503060779955, "tokens_seen": 170852352 }, { "epoch": 0.05, "learning_rate": 0.0009577933801404213, "loss": 1.8956, "theoretical_loss": 4.471331881635698, "tokens_seen": 170917888 }, { "epoch": 0.05, "learning_rate": 0.0009577733199598798, "loss": 1.9264, "theoretical_loss": 4.471113564369282, "tokens_seen": 170983424 }, { "epoch": 0.05, "learning_rate": 0.000957753259779338, "loss": 1.7323, "theoretical_loss": 4.47089535418511, "tokens_seen": 171048960 }, { "epoch": 0.05, "learning_rate": 0.0009577331995987965, "loss": 2.1019, "theoretical_loss": 4.470677250989661, "tokens_seen": 171114496 }, { "epoch": 0.05, "learning_rate": 0.0009577131394182547, "loss": 1.8691, "theoretical_loss": 4.470459254689533, "tokens_seen": 171180032 }, { "epoch": 0.05, "learning_rate": 0.0009576930792377132, "loss": 1.8631, "theoretical_loss": 4.470241365191441, "tokens_seen": 171245568 }, { "epoch": 0.05, "learning_rate": 0.0009576730190571716, "loss": 1.9141, "theoretical_loss": 4.4700235824022165, "tokens_seen": 171311104 }, { "epoch": 0.05, "learning_rate": 0.0009576529588766299, "loss": 1.9757, "theoretical_loss": 4.469805906228807, "tokens_seen": 171376640 }, { "epoch": 0.05, "learning_rate": 0.0009576328986960883, "loss": 1.8581, "theoretical_loss": 4.469588336578277, "tokens_seen": 171442176 }, { "epoch": 0.05, "learning_rate": 0.0009576128385155466, "loss": 1.905, "theoretical_loss": 4.469370873357811, "tokens_seen": 171507712 }, { "epoch": 0.05, "learning_rate": 0.000957592778335005, "loss": 1.7967, "theoretical_loss": 4.469153516474703, "tokens_seen": 171573248 }, { "epoch": 0.05, "learning_rate": 0.0009575727181544635, "loss": 1.893, "theoretical_loss": 4.468936265836371, "tokens_seen": 171638784 }, { "epoch": 0.05, "learning_rate": 0.0009575526579739217, "loss": 1.8793, "theoretical_loss": 4.468719121350343, "tokens_seen": 171704320 }, { "epoch": 0.05, "learning_rate": 0.0009575325977933802, "loss": 1.816, "theoretical_loss": 4.468502082924266, "tokens_seen": 171769856 }, { "epoch": 0.05, "learning_rate": 0.0009575125376128386, "loss": 1.905, "theoretical_loss": 4.468285150465899, "tokens_seen": 171835392 }, { "epoch": 0.05, "learning_rate": 0.0009574924774322969, "loss": 1.888, "theoretical_loss": 4.468068323883122, "tokens_seen": 171900928 }, { "epoch": 0.05, "learning_rate": 0.0009574724172517553, "loss": 1.8005, "theoretical_loss": 4.467851603083923, "tokens_seen": 171966464 }, { "epoch": 0.05, "learning_rate": 0.0009574523570712137, "loss": 1.8414, "theoretical_loss": 4.467634987976411, "tokens_seen": 172032000 }, { "epoch": 0.05, "learning_rate": 0.000957432296890672, "loss": 2.0145, "theoretical_loss": 4.467418478468808, "tokens_seen": 172097536 }, { "epoch": 0.05, "learning_rate": 0.0009574122367101305, "loss": 1.9675, "theoretical_loss": 4.467202074469449, "tokens_seen": 172163072 }, { "epoch": 0.05, "learning_rate": 0.0009573921765295887, "loss": 1.8405, "theoretical_loss": 4.466985775886784, "tokens_seen": 172228608 }, { "epoch": 0.05, "learning_rate": 0.0009573721163490472, "loss": 1.9227, "theoretical_loss": 4.4667695826293805, "tokens_seen": 172294144 }, { "epoch": 0.05, "learning_rate": 0.0009573520561685055, "loss": 1.8589, "theoretical_loss": 4.4665534946059156, "tokens_seen": 172359680 }, { "epoch": 0.05, "learning_rate": 0.0009573319959879639, "loss": 1.9755, "theoretical_loss": 4.4663375117251825, "tokens_seen": 172425216 }, { "epoch": 0.05, "learning_rate": 0.0009573119358074223, "loss": 1.8297, "theoretical_loss": 4.466121633896087, "tokens_seen": 172490752 }, { "epoch": 0.05, "learning_rate": 0.0009572918756268807, "loss": 2.0146, "theoretical_loss": 4.4659058610276485, "tokens_seen": 172556288 }, { "epoch": 0.05, "learning_rate": 0.000957271815446339, "loss": 1.837, "theoretical_loss": 4.465690193029003, "tokens_seen": 172621824 }, { "epoch": 0.05, "learning_rate": 0.0009572517552657975, "loss": 2.0488, "theoretical_loss": 4.465474629809394, "tokens_seen": 172687360 }, { "epoch": 0.05, "learning_rate": 0.0009572316950852557, "loss": 1.8981, "theoretical_loss": 4.465259171278182, "tokens_seen": 172752896 }, { "epoch": 0.05, "learning_rate": 0.0009572116349047142, "loss": 1.9211, "theoretical_loss": 4.4650438173448395, "tokens_seen": 172818432 }, { "epoch": 0.05, "learning_rate": 0.0009571915747241725, "loss": 1.886, "theoretical_loss": 4.464828567918951, "tokens_seen": 172883968 }, { "epoch": 0.05, "learning_rate": 0.0009571715145436309, "loss": 1.8676, "theoretical_loss": 4.464613422910213, "tokens_seen": 172949504 }, { "epoch": 0.05, "learning_rate": 0.0009571514543630893, "loss": 1.8263, "theoretical_loss": 4.464398382228435, "tokens_seen": 173015040 }, { "epoch": 0.05, "learning_rate": 0.0009571313941825477, "loss": 1.9294, "theoretical_loss": 4.464183445783537, "tokens_seen": 173080576 }, { "epoch": 0.05, "learning_rate": 0.000957111334002006, "loss": 1.9157, "theoretical_loss": 4.463968613485555, "tokens_seen": 173146112 }, { "epoch": 0.05, "learning_rate": 0.0009570912738214644, "loss": 2.0705, "theoretical_loss": 4.463753885244631, "tokens_seen": 173211648 }, { "epoch": 0.05, "learning_rate": 0.0009570712136409228, "loss": 1.8366, "theoretical_loss": 4.463539260971023, "tokens_seen": 173277184 }, { "epoch": 0.05, "learning_rate": 0.0009570511534603812, "loss": 2.0209, "theoretical_loss": 4.463324740575098, "tokens_seen": 173342720 }, { "epoch": 0.05, "learning_rate": 0.0009570310932798395, "loss": 1.8134, "theoretical_loss": 4.463110323967335, "tokens_seen": 173408256 }, { "epoch": 0.05, "learning_rate": 0.000957011033099298, "loss": 2.0315, "theoretical_loss": 4.462896011058323, "tokens_seen": 173473792 }, { "epoch": 0.05, "learning_rate": 0.0009569909729187562, "loss": 1.936, "theoretical_loss": 4.462681801758762, "tokens_seen": 173539328 }, { "epoch": 0.05, "learning_rate": 0.0009569709127382147, "loss": 1.8807, "theoretical_loss": 4.4624676959794645, "tokens_seen": 173604864 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4944310486316681, "objective/train/docs_used": 70257, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.9424092769622803, "objective/train/original_loss": 1.9424092769622803, "objective/train/theoretical_loss": 4.462253693631352, "objective/train/tokens_used": 194130400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24486778676509857, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506879091262817, "objective/train/weighted_lm_loss": 2.0407896041870117, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 4.462253693631352, "tokens_seen": 173670400 }, { "epoch": 0.05, "learning_rate": 0.000956950852557673, "loss": 1.9977, "theoretical_loss": 4.462253693631352, "tokens_seen": 173670400 }, { "epoch": 0.05, "learning_rate": 0.0009569307923771314, "loss": 1.9687, "theoretical_loss": 4.462039794625454, "tokens_seen": 173735936 }, { "epoch": 0.05, "learning_rate": 0.0009569107321965898, "loss": 1.9434, "theoretical_loss": 4.461825998872914, "tokens_seen": 173801472 }, { "epoch": 0.05, "learning_rate": 0.0009568906720160482, "loss": 1.8063, "theoretical_loss": 4.461612306284984, "tokens_seen": 173867008 }, { "epoch": 0.05, "learning_rate": 0.0009568706118355065, "loss": 1.8382, "theoretical_loss": 4.461398716773022, "tokens_seen": 173932544 }, { "epoch": 0.05, "learning_rate": 0.000956850551654965, "loss": 1.9081, "theoretical_loss": 4.461185230248503, "tokens_seen": 173998080 }, { "epoch": 0.05, "learning_rate": 0.0009568304914744232, "loss": 1.7065, "theoretical_loss": 4.460971846623005, "tokens_seen": 174063616 }, { "epoch": 0.05, "learning_rate": 0.0009568104312938817, "loss": 1.854, "theoretical_loss": 4.4607585658082165, "tokens_seen": 174129152 }, { "epoch": 0.05, "learning_rate": 0.00095679037111334, "loss": 1.8371, "theoretical_loss": 4.460545387715937, "tokens_seen": 174194688 }, { "epoch": 0.05, "learning_rate": 0.0009567703109327984, "loss": 1.9075, "theoretical_loss": 4.460332312258075, "tokens_seen": 174260224 }, { "epoch": 0.05, "learning_rate": 0.0009567502507522568, "loss": 1.9443, "theoretical_loss": 4.460119339346643, "tokens_seen": 174325760 }, { "epoch": 0.05, "learning_rate": 0.0009567301905717151, "loss": 1.9899, "theoretical_loss": 4.4599064688937675, "tokens_seen": 174391296 }, { "epoch": 0.05, "learning_rate": 0.0009567101303911735, "loss": 1.7698, "theoretical_loss": 4.45969370081168, "tokens_seen": 174456832 }, { "epoch": 0.05, "learning_rate": 0.000956690070210632, "loss": 1.7344, "theoretical_loss": 4.459481035012722, "tokens_seen": 174522368 }, { "epoch": 0.05, "learning_rate": 0.0009566700100300902, "loss": 1.8361, "theoretical_loss": 4.45926847140934, "tokens_seen": 174587904 }, { "epoch": 0.05, "learning_rate": 0.0009566499498495487, "loss": 1.8969, "theoretical_loss": 4.459056009914093, "tokens_seen": 174653440 }, { "epoch": 0.05, "learning_rate": 0.0009566298896690069, "loss": 1.7649, "theoretical_loss": 4.458843650439643, "tokens_seen": 174718976 }, { "epoch": 0.05, "learning_rate": 0.0009566098294884654, "loss": 1.8389, "theoretical_loss": 4.458631392898763, "tokens_seen": 174784512 }, { "epoch": 0.05, "learning_rate": 0.0009565897693079238, "loss": 1.9442, "theoretical_loss": 4.45841923720433, "tokens_seen": 174850048 }, { "epoch": 0.05, "learning_rate": 0.0009565697091273821, "loss": 2.0796, "theoretical_loss": 4.45820718326933, "tokens_seen": 174915584 }, { "epoch": 0.05, "learning_rate": 0.0009565496489468405, "loss": 2.0647, "theoretical_loss": 4.457995231006857, "tokens_seen": 174981120 }, { "epoch": 0.05, "learning_rate": 0.000956529588766299, "loss": 1.8885, "theoretical_loss": 4.457783380330108, "tokens_seen": 175046656 }, { "epoch": 0.05, "learning_rate": 0.0009565095285857572, "loss": 1.8958, "theoretical_loss": 4.4575716311523905, "tokens_seen": 175112192 }, { "epoch": 0.05, "learning_rate": 0.0009564894684052157, "loss": 1.8034, "theoretical_loss": 4.457359983387116, "tokens_seen": 175177728 }, { "epoch": 0.05, "learning_rate": 0.000956469408224674, "loss": 1.9068, "theoretical_loss": 4.457148436947804, "tokens_seen": 175243264 }, { "epoch": 0.05, "learning_rate": 0.0009564493480441324, "loss": 1.9427, "theoretical_loss": 4.456936991748078, "tokens_seen": 175308800 }, { "epoch": 0.05, "learning_rate": 0.0009564292878635909, "loss": 1.9902, "theoretical_loss": 4.456725647701669, "tokens_seen": 175374336 }, { "epoch": 0.05, "learning_rate": 0.0009564092276830491, "loss": 1.8762, "theoretical_loss": 4.456514404722413, "tokens_seen": 175439872 }, { "epoch": 0.05, "learning_rate": 0.0009563891675025076, "loss": 1.9261, "theoretical_loss": 4.456303262724252, "tokens_seen": 175505408 }, { "epoch": 0.05, "learning_rate": 0.0009563691073219659, "loss": 1.8886, "theoretical_loss": 4.456092221621233, "tokens_seen": 175570944 }, { "epoch": 0.05, "learning_rate": 0.0009563490471414243, "loss": 1.8757, "theoretical_loss": 4.455881281327508, "tokens_seen": 175636480 }, { "epoch": 0.05, "learning_rate": 0.0009563289869608827, "loss": 1.9739, "theoretical_loss": 4.455670441757334, "tokens_seen": 175702016 }, { "epoch": 0.05, "learning_rate": 0.0009563089267803411, "loss": 1.8367, "theoretical_loss": 4.455459702825074, "tokens_seen": 175767552 }, { "epoch": 0.05, "learning_rate": 0.0009562888665997994, "loss": 1.9812, "theoretical_loss": 4.455249064445195, "tokens_seen": 175833088 }, { "epoch": 0.05, "learning_rate": 0.0009562688064192579, "loss": 1.9976, "theoretical_loss": 4.4550385265322685, "tokens_seen": 175898624 }, { "epoch": 0.05, "learning_rate": 0.0009562487462387161, "loss": 1.9515, "theoretical_loss": 4.454828089000969, "tokens_seen": 175964160 }, { "epoch": 0.05, "learning_rate": 0.0009562286860581746, "loss": 1.8709, "theoretical_loss": 4.454617751766078, "tokens_seen": 176029696 }, { "epoch": 0.05, "learning_rate": 0.0009562086258776329, "loss": 1.8376, "theoretical_loss": 4.454407514742479, "tokens_seen": 176095232 }, { "epoch": 0.05, "learning_rate": 0.0009561885656970913, "loss": 1.9017, "theoretical_loss": 4.45419737784516, "tokens_seen": 176160768 }, { "epoch": 0.05, "learning_rate": 0.0009561685055165497, "loss": 1.9527, "theoretical_loss": 4.4539873409892135, "tokens_seen": 176226304 }, { "epoch": 0.05, "learning_rate": 0.0009561484453360081, "loss": 2.0055, "theoretical_loss": 4.453777404089832, "tokens_seen": 176291840 }, { "epoch": 0.05, "learning_rate": 0.0009561283851554664, "loss": 1.8616, "theoretical_loss": 4.453567567062318, "tokens_seen": 176357376 }, { "epoch": 0.05, "learning_rate": 0.0009561083249749248, "loss": 1.9151, "theoretical_loss": 4.45335782982207, "tokens_seen": 176422912 }, { "epoch": 0.05, "learning_rate": 0.0009560882647943832, "loss": 1.865, "theoretical_loss": 4.453148192284595, "tokens_seen": 176488448 }, { "epoch": 0.05, "learning_rate": 0.0009560682046138416, "loss": 2.0749, "theoretical_loss": 4.4529386543655, "tokens_seen": 176553984 }, { "epoch": 0.05, "learning_rate": 0.0009560481444332999, "loss": 2.0762, "theoretical_loss": 4.452729215980495, "tokens_seen": 176619520 }, { "epoch": 0.05, "learning_rate": 0.0009560280842527584, "loss": 1.8006, "theoretical_loss": 4.452519877045393, "tokens_seen": 176685056 }, { "epoch": 0.05, "learning_rate": 0.0009560080240722166, "loss": 2.0119, "theoretical_loss": 4.452310637476112, "tokens_seen": 176750592 }, { "epoch": 0.05, "learning_rate": 0.0009559879638916751, "loss": 1.9248, "theoretical_loss": 4.452101497188666, "tokens_seen": 176816128 }, { "epoch": 0.05, "learning_rate": 0.0009559679037111334, "loss": 2.002, "theoretical_loss": 4.451892456099176, "tokens_seen": 176881664 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.49354079365730286, "objective/train/docs_used": 71338, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6465367078781128, "objective/train/original_loss": 1.6465368270874023, "objective/train/theoretical_loss": 4.451683514123864, "objective/train/tokens_used": 197407200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438439577817917, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505937337875366, "objective/train/weighted_lm_loss": 1.7298942804336548, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.451683514123864, "tokens_seen": 176947200 }, { "epoch": 0.05, "learning_rate": 0.0009559478435305918, "loss": 1.8323, "theoretical_loss": 4.451683514123864, "tokens_seen": 176947200 }, { "epoch": 0.05, "learning_rate": 0.0009559277833500502, "loss": 1.8433, "theoretical_loss": 4.451474671179055, "tokens_seen": 177012736 }, { "epoch": 0.05, "learning_rate": 0.0009559077231695086, "loss": 1.9551, "theoretical_loss": 4.451265927181171, "tokens_seen": 177078272 }, { "epoch": 0.05, "learning_rate": 0.0009558876629889669, "loss": 2.0386, "theoretical_loss": 4.451057282046741, "tokens_seen": 177143808 }, { "epoch": 0.05, "learning_rate": 0.0009558676028084254, "loss": 1.8875, "theoretical_loss": 4.450848735692391, "tokens_seen": 177209344 }, { "epoch": 0.05, "learning_rate": 0.0009558475426278836, "loss": 2.0172, "theoretical_loss": 4.45064028803485, "tokens_seen": 177274880 }, { "epoch": 0.05, "learning_rate": 0.0009558274824473421, "loss": 1.8569, "theoretical_loss": 4.450431938990949, "tokens_seen": 177340416 }, { "epoch": 0.05, "learning_rate": 0.0009558074222668004, "loss": 1.8493, "theoretical_loss": 4.450223688477617, "tokens_seen": 177405952 }, { "epoch": 0.05, "learning_rate": 0.0009557873620862588, "loss": 1.9685, "theoretical_loss": 4.450015536411886, "tokens_seen": 177471488 }, { "epoch": 0.05, "learning_rate": 0.0009557673019057172, "loss": 1.906, "theoretical_loss": 4.449807482710888, "tokens_seen": 177537024 }, { "epoch": 0.05, "learning_rate": 0.0009557472417251755, "loss": 1.8314, "theoretical_loss": 4.449599527291854, "tokens_seen": 177602560 }, { "epoch": 0.05, "learning_rate": 0.0009557271815446339, "loss": 1.8091, "theoretical_loss": 4.449391670072117, "tokens_seen": 177668096 }, { "epoch": 0.05, "learning_rate": 0.0009557071213640924, "loss": 1.9665, "theoretical_loss": 4.449183910969108, "tokens_seen": 177733632 }, { "epoch": 0.05, "learning_rate": 0.0009556870611835506, "loss": 1.9209, "theoretical_loss": 4.44897624990036, "tokens_seen": 177799168 }, { "epoch": 0.05, "learning_rate": 0.0009556670010030091, "loss": 1.7531, "theoretical_loss": 4.448768686783504, "tokens_seen": 177864704 }, { "epoch": 0.05, "learning_rate": 0.0009556469408224673, "loss": 1.8657, "theoretical_loss": 4.448561221536272, "tokens_seen": 177930240 }, { "epoch": 0.05, "learning_rate": 0.0009556268806419258, "loss": 1.8918, "theoretical_loss": 4.448353854076494, "tokens_seen": 177995776 }, { "epoch": 0.05, "learning_rate": 0.0009556068204613842, "loss": 1.9234, "theoretical_loss": 4.4481465843220995, "tokens_seen": 178061312 }, { "epoch": 0.05, "learning_rate": 0.0009555867602808425, "loss": 1.9232, "theoretical_loss": 4.447939412191117, "tokens_seen": 178126848 }, { "epoch": 0.05, "learning_rate": 0.0009555667001003009, "loss": 1.9091, "theoretical_loss": 4.447732337601675, "tokens_seen": 178192384 }, { "epoch": 0.05, "learning_rate": 0.0009555466399197594, "loss": 1.8798, "theoretical_loss": 4.4475253604719995, "tokens_seen": 178257920 }, { "epoch": 0.05, "learning_rate": 0.0009555265797392176, "loss": 1.7858, "theoretical_loss": 4.447318480720416, "tokens_seen": 178323456 }, { "epoch": 0.05, "learning_rate": 0.0009555065195586761, "loss": 2.0034, "theoretical_loss": 4.447111698265346, "tokens_seen": 178388992 }, { "epoch": 0.05, "learning_rate": 0.0009554864593781343, "loss": 1.7928, "theoretical_loss": 4.446905013025313, "tokens_seen": 178454528 }, { "epoch": 0.05, "learning_rate": 0.0009554663991975928, "loss": 1.7196, "theoretical_loss": 4.446698424918937, "tokens_seen": 178520064 }, { "epoch": 0.05, "learning_rate": 0.0009554463390170512, "loss": 1.9755, "theoretical_loss": 4.446491933864936, "tokens_seen": 178585600 }, { "epoch": 0.05, "learning_rate": 0.0009554262788365095, "loss": 1.849, "theoretical_loss": 4.4462855397821235, "tokens_seen": 178651136 }, { "epoch": 0.05, "learning_rate": 0.0009554062186559679, "loss": 1.9696, "theoretical_loss": 4.4460792425894144, "tokens_seen": 178716672 }, { "epoch": 0.05, "learning_rate": 0.0009553861584754263, "loss": 1.8554, "theoretical_loss": 4.44587304220582, "tokens_seen": 178782208 }, { "epoch": 0.05, "learning_rate": 0.0009553660982948846, "loss": 1.7727, "theoretical_loss": 4.445666938550447, "tokens_seen": 178847744 }, { "epoch": 0.05, "learning_rate": 0.0009553460381143431, "loss": 1.8321, "theoretical_loss": 4.445460931542502, "tokens_seen": 178913280 }, { "epoch": 0.05, "learning_rate": 0.0009553259779338014, "loss": 1.6822, "theoretical_loss": 4.4452550211012865, "tokens_seen": 178978816 }, { "epoch": 0.05, "learning_rate": 0.0009553059177532598, "loss": 1.9822, "theoretical_loss": 4.4450492071462, "tokens_seen": 179044352 }, { "epoch": 0.05, "learning_rate": 0.0009552858575727181, "loss": 1.8321, "theoretical_loss": 4.444843489596739, "tokens_seen": 179109888 }, { "epoch": 0.05, "learning_rate": 0.0009552657973921765, "loss": 2.0049, "theoretical_loss": 4.444637868372495, "tokens_seen": 179175424 }, { "epoch": 0.05, "learning_rate": 0.0009552457372116349, "loss": 1.9795, "theoretical_loss": 4.444432343393158, "tokens_seen": 179240960 }, { "epoch": 0.05, "learning_rate": 0.0009552256770310933, "loss": 2.046, "theoretical_loss": 4.444226914578513, "tokens_seen": 179306496 }, { "epoch": 0.05, "learning_rate": 0.0009552056168505516, "loss": 2.0291, "theoretical_loss": 4.444021581848442, "tokens_seen": 179372032 }, { "epoch": 0.05, "learning_rate": 0.0009551855566700101, "loss": 2.0813, "theoretical_loss": 4.443816345122922, "tokens_seen": 179437568 }, { "epoch": 0.05, "learning_rate": 0.0009551654964894684, "loss": 1.7821, "theoretical_loss": 4.443611204322026, "tokens_seen": 179503104 }, { "epoch": 0.05, "learning_rate": 0.0009551454363089268, "loss": 1.916, "theoretical_loss": 4.4434061593659235, "tokens_seen": 179568640 }, { "epoch": 0.05, "learning_rate": 0.0009551253761283851, "loss": 1.9274, "theoretical_loss": 4.4432012101748795, "tokens_seen": 179634176 }, { "epoch": 0.05, "learning_rate": 0.0009551053159478436, "loss": 1.8894, "theoretical_loss": 4.442996356669253, "tokens_seen": 179699712 }, { "epoch": 0.05, "learning_rate": 0.0009550852557673019, "loss": 1.9832, "theoretical_loss": 4.4427915987695, "tokens_seen": 179765248 }, { "epoch": 0.05, "learning_rate": 0.0009550651955867603, "loss": 1.8851, "theoretical_loss": 4.442586936396171, "tokens_seen": 179830784 }, { "epoch": 0.05, "learning_rate": 0.0009550451354062186, "loss": 1.8177, "theoretical_loss": 4.442382369469909, "tokens_seen": 179896320 }, { "epoch": 0.05, "learning_rate": 0.000955025075225677, "loss": 1.9614, "theoretical_loss": 4.442177897911458, "tokens_seen": 179961856 }, { "epoch": 0.05, "learning_rate": 0.0009550050150451354, "loss": 1.9223, "theoretical_loss": 4.441973521641649, "tokens_seen": 180027392 }, { "epoch": 0.05, "learning_rate": 0.0009549849548645938, "loss": 1.9658, "theoretical_loss": 4.441769240581412, "tokens_seen": 180092928 }, { "epoch": 0.05, "learning_rate": 0.0009549648946840521, "loss": 2.0016, "theoretical_loss": 4.441565054651772, "tokens_seen": 180158464 }, { "epoch": 0.05, "objective/train/advantage_avg": 0.4942334294319153, "objective/train/docs_used": 72550, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7501457929611206, "objective/train/original_loss": 1.7501459121704102, "objective/train/theoretical_loss": 4.441360963773846, "objective/train/tokens_used": 200684000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446201890707016, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506670475006104, "objective/train/weighted_lm_loss": 1.8388445377349854, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.441360963773846, "tokens_seen": 180224000 }, { "epoch": 0.05, "learning_rate": 0.0009549448345035106, "loss": 1.9136, "theoretical_loss": 4.441360963773846, "tokens_seen": 180224000 }, { "epoch": 0.05, "learning_rate": 0.000954924774322969, "loss": 2.0606, "theoretical_loss": 4.441156967868846, "tokens_seen": 180289536 }, { "epoch": 0.05, "learning_rate": 0.0009549047141424273, "loss": 2.0416, "theoretical_loss": 4.440953066858077, "tokens_seen": 180355072 }, { "epoch": 0.05, "learning_rate": 0.0009548846539618858, "loss": 2.0186, "theoretical_loss": 4.440749260662939, "tokens_seen": 180420608 }, { "epoch": 0.05, "learning_rate": 0.000954864593781344, "loss": 1.8847, "theoretical_loss": 4.440545549204925, "tokens_seen": 180486144 }, { "epoch": 0.05, "learning_rate": 0.0009548445336008025, "loss": 1.7716, "theoretical_loss": 4.440341932405623, "tokens_seen": 180551680 }, { "epoch": 0.05, "learning_rate": 0.0009548244734202608, "loss": 1.8777, "theoretical_loss": 4.4401384101867105, "tokens_seen": 180617216 }, { "epoch": 0.05, "learning_rate": 0.0009548044132397192, "loss": 1.8929, "theoretical_loss": 4.439934982469962, "tokens_seen": 180682752 }, { "epoch": 0.05, "learning_rate": 0.0009547843530591776, "loss": 1.9978, "theoretical_loss": 4.439731649177244, "tokens_seen": 180748288 }, { "epoch": 0.05, "learning_rate": 0.0009547642928786359, "loss": 1.9419, "theoretical_loss": 4.439528410230514, "tokens_seen": 180813824 }, { "epoch": 0.05, "learning_rate": 0.0009547442326980943, "loss": 1.767, "theoretical_loss": 4.439325265551826, "tokens_seen": 180879360 }, { "epoch": 0.05, "learning_rate": 0.0009547241725175528, "loss": 1.9141, "theoretical_loss": 4.439122215063323, "tokens_seen": 180944896 }, { "epoch": 0.05, "learning_rate": 0.000954704112337011, "loss": 1.9685, "theoretical_loss": 4.438919258687242, "tokens_seen": 181010432 }, { "epoch": 0.05, "learning_rate": 0.0009546840521564695, "loss": 1.826, "theoretical_loss": 4.438716396345913, "tokens_seen": 181075968 }, { "epoch": 0.05, "learning_rate": 0.0009546639919759277, "loss": 1.9419, "theoretical_loss": 4.438513627961757, "tokens_seen": 181141504 }, { "epoch": 0.05, "learning_rate": 0.0009546439317953862, "loss": 1.8724, "theoretical_loss": 4.438310953457286, "tokens_seen": 181207040 }, { "epoch": 0.05, "learning_rate": 0.0009546238716148446, "loss": 1.9956, "theoretical_loss": 4.438108372755108, "tokens_seen": 181272576 }, { "epoch": 0.05, "learning_rate": 0.0009546038114343029, "loss": 1.9181, "theoretical_loss": 4.43790588577792, "tokens_seen": 181338112 }, { "epoch": 0.05, "learning_rate": 0.0009545837512537613, "loss": 1.9048, "theoretical_loss": 4.437703492448509, "tokens_seen": 181403648 }, { "epoch": 0.05, "learning_rate": 0.0009545636910732198, "loss": 2.0959, "theoretical_loss": 4.437501192689755, "tokens_seen": 181469184 }, { "epoch": 0.06, "learning_rate": 0.000954543630892678, "loss": 1.9178, "theoretical_loss": 4.437298986424631, "tokens_seen": 181534720 }, { "epoch": 0.06, "learning_rate": 0.0009545235707121365, "loss": 1.9351, "theoretical_loss": 4.437096873576199, "tokens_seen": 181600256 }, { "epoch": 0.06, "learning_rate": 0.0009545035105315947, "loss": 1.8552, "theoretical_loss": 4.436894854067614, "tokens_seen": 181665792 }, { "epoch": 0.06, "learning_rate": 0.0009544834503510532, "loss": 1.8738, "theoretical_loss": 4.4366929278221185, "tokens_seen": 181731328 }, { "epoch": 0.06, "learning_rate": 0.0009544633901705116, "loss": 2.0089, "theoretical_loss": 4.436491094763049, "tokens_seen": 181796864 }, { "epoch": 0.06, "learning_rate": 0.0009544433299899699, "loss": 1.8173, "theoretical_loss": 4.436289354813832, "tokens_seen": 181862400 }, { "epoch": 0.06, "learning_rate": 0.0009544232698094283, "loss": 1.9785, "theoretical_loss": 4.436087707897984, "tokens_seen": 181927936 }, { "epoch": 0.06, "learning_rate": 0.0009544032096288867, "loss": 1.8956, "theoretical_loss": 4.435886153939111, "tokens_seen": 181993472 }, { "epoch": 0.06, "learning_rate": 0.000954383149448345, "loss": 1.901, "theoretical_loss": 4.435684692860912, "tokens_seen": 182059008 }, { "epoch": 0.06, "learning_rate": 0.0009543630892678035, "loss": 1.9325, "theoretical_loss": 4.435483324587172, "tokens_seen": 182124544 }, { "epoch": 0.06, "learning_rate": 0.0009543430290872618, "loss": 1.9463, "theoretical_loss": 4.435282049041769, "tokens_seen": 182190080 }, { "epoch": 0.06, "learning_rate": 0.0009543229689067202, "loss": 1.8567, "theoretical_loss": 4.43508086614867, "tokens_seen": 182255616 }, { "epoch": 0.06, "learning_rate": 0.0009543029087261785, "loss": 2.0057, "theoretical_loss": 4.4348797758319325, "tokens_seen": 182321152 }, { "epoch": 0.06, "learning_rate": 0.000954282848545637, "loss": 1.8366, "theoretical_loss": 4.434678778015701, "tokens_seen": 182386688 }, { "epoch": 0.06, "learning_rate": 0.0009542627883650953, "loss": 1.8694, "theoretical_loss": 4.434477872624212, "tokens_seen": 182452224 }, { "epoch": 0.06, "learning_rate": 0.0009542427281845537, "loss": 2.0037, "theoretical_loss": 4.434277059581789, "tokens_seen": 182517760 }, { "epoch": 0.06, "learning_rate": 0.000954222668004012, "loss": 1.925, "theoretical_loss": 4.434076338812848, "tokens_seen": 182583296 }, { "epoch": 0.06, "learning_rate": 0.0009542026078234705, "loss": 1.9509, "theoretical_loss": 4.43387571024189, "tokens_seen": 182648832 }, { "epoch": 0.06, "learning_rate": 0.0009541825476429288, "loss": 1.9147, "theoretical_loss": 4.433675173793507, "tokens_seen": 182714368 }, { "epoch": 0.06, "learning_rate": 0.0009541624874623872, "loss": 2.0302, "theoretical_loss": 4.433474729392379, "tokens_seen": 182779904 }, { "epoch": 0.06, "learning_rate": 0.0009541424272818455, "loss": 2.053, "theoretical_loss": 4.433274376963276, "tokens_seen": 182845440 }, { "epoch": 0.06, "learning_rate": 0.000954122367101304, "loss": 1.8329, "theoretical_loss": 4.4330741164310545, "tokens_seen": 182910976 }, { "epoch": 0.06, "learning_rate": 0.0009541023069207623, "loss": 1.7745, "theoretical_loss": 4.43287394772066, "tokens_seen": 182976512 }, { "epoch": 0.06, "learning_rate": 0.0009540822467402207, "loss": 1.9235, "theoretical_loss": 4.432673870757127, "tokens_seen": 183042048 }, { "epoch": 0.06, "learning_rate": 0.000954062186559679, "loss": 1.956, "theoretical_loss": 4.432473885465576, "tokens_seen": 183107584 }, { "epoch": 0.06, "learning_rate": 0.0009540421263791374, "loss": 2.0946, "theoretical_loss": 4.432273991771218, "tokens_seen": 183173120 }, { "epoch": 0.06, "learning_rate": 0.0009540220661985958, "loss": 1.9536, "theoretical_loss": 4.43207418959935, "tokens_seen": 183238656 }, { "epoch": 0.06, "learning_rate": 0.0009540020060180542, "loss": 1.8331, "theoretical_loss": 4.431874478875356, "tokens_seen": 183304192 }, { "epoch": 0.06, "learning_rate": 0.0009539819458375125, "loss": 1.8043, "theoretical_loss": 4.431674859524709, "tokens_seen": 183369728 }, { "epoch": 0.06, "learning_rate": 0.000953961885656971, "loss": 1.8608, "theoretical_loss": 4.43147533147297, "tokens_seen": 183435264 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.4887767434120178, "objective/train/docs_used": 73723, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8926588296890259, "objective/train/original_loss": 1.8926584720611572, "objective/train/theoretical_loss": 4.431275894645784, "objective/train/tokens_used": 203960800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24062563478946686, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501008033752441, "objective/train/weighted_lm_loss": 1.9868710041046143, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.431275894645784, "tokens_seen": 183500800 }, { "epoch": 0.06, "learning_rate": 0.0009539418254764293, "loss": 1.91, "theoretical_loss": 4.431275894645784, "tokens_seen": 183500800 }, { "epoch": 0.06, "learning_rate": 0.0009539217652958877, "loss": 1.9714, "theoretical_loss": 4.431076548968887, "tokens_seen": 183566336 }, { "epoch": 0.06, "learning_rate": 0.000953901705115346, "loss": 1.9316, "theoretical_loss": 4.430877294368099, "tokens_seen": 183631872 }, { "epoch": 0.06, "learning_rate": 0.0009538816449348044, "loss": 1.8594, "theoretical_loss": 4.430678130769329, "tokens_seen": 183697408 }, { "epoch": 0.06, "learning_rate": 0.0009538615847542628, "loss": 1.8918, "theoretical_loss": 4.43047905809857, "tokens_seen": 183762944 }, { "epoch": 0.06, "learning_rate": 0.0009538415245737212, "loss": 1.9531, "theoretical_loss": 4.430280076281904, "tokens_seen": 183828480 }, { "epoch": 0.06, "learning_rate": 0.0009538214643931795, "loss": 1.7753, "theoretical_loss": 4.430081185245498, "tokens_seen": 183894016 }, { "epoch": 0.06, "learning_rate": 0.000953801404212638, "loss": 1.9356, "theoretical_loss": 4.429882384915607, "tokens_seen": 183959552 }, { "epoch": 0.06, "learning_rate": 0.0009537813440320962, "loss": 1.9047, "theoretical_loss": 4.42968367521857, "tokens_seen": 184025088 }, { "epoch": 0.06, "learning_rate": 0.0009537612838515547, "loss": 1.9452, "theoretical_loss": 4.4294850560808126, "tokens_seen": 184090624 }, { "epoch": 0.06, "learning_rate": 0.0009537412236710131, "loss": 1.8756, "theoretical_loss": 4.429286527428848, "tokens_seen": 184156160 }, { "epoch": 0.06, "learning_rate": 0.0009537211634904714, "loss": 1.9095, "theoretical_loss": 4.429088089189273, "tokens_seen": 184221696 }, { "epoch": 0.06, "learning_rate": 0.0009537011033099298, "loss": 1.9531, "theoretical_loss": 4.428889741288771, "tokens_seen": 184287232 }, { "epoch": 0.06, "learning_rate": 0.0009536810431293881, "loss": 2.0226, "theoretical_loss": 4.428691483654109, "tokens_seen": 184352768 }, { "epoch": 0.06, "learning_rate": 0.0009536609829488465, "loss": 1.9104, "theoretical_loss": 4.428493316212144, "tokens_seen": 184418304 }, { "epoch": 0.06, "learning_rate": 0.000953640922768305, "loss": 1.9173, "theoretical_loss": 4.428295238889815, "tokens_seen": 184483840 }, { "epoch": 0.06, "learning_rate": 0.0009536208625877632, "loss": 1.9288, "theoretical_loss": 4.428097251614145, "tokens_seen": 184549376 }, { "epoch": 0.06, "learning_rate": 0.0009536008024072217, "loss": 1.8834, "theoretical_loss": 4.4278993543122445, "tokens_seen": 184614912 }, { "epoch": 0.06, "learning_rate": 0.0009535807422266801, "loss": 2.0234, "theoretical_loss": 4.427701546911307, "tokens_seen": 184680448 }, { "epoch": 0.06, "learning_rate": 0.0009535606820461384, "loss": 1.846, "theoretical_loss": 4.427503829338613, "tokens_seen": 184745984 }, { "epoch": 0.06, "learning_rate": 0.0009535406218655968, "loss": 1.8591, "theoretical_loss": 4.427306201521524, "tokens_seen": 184811520 }, { "epoch": 0.06, "learning_rate": 0.0009535205616850551, "loss": 1.8564, "theoretical_loss": 4.427108663387489, "tokens_seen": 184877056 }, { "epoch": 0.06, "learning_rate": 0.0009535005015045135, "loss": 1.85, "theoretical_loss": 4.426911214864043, "tokens_seen": 184942592 }, { "epoch": 0.06, "learning_rate": 0.000953480441323972, "loss": 1.8551, "theoretical_loss": 4.426713855878798, "tokens_seen": 185008128 }, { "epoch": 0.06, "learning_rate": 0.0009534603811434302, "loss": 2.0234, "theoretical_loss": 4.426516586359458, "tokens_seen": 185073664 }, { "epoch": 0.06, "learning_rate": 0.0009534403209628887, "loss": 2.0515, "theoretical_loss": 4.426319406233807, "tokens_seen": 185139200 }, { "epoch": 0.06, "learning_rate": 0.0009534202607823471, "loss": 1.9792, "theoretical_loss": 4.426122315429713, "tokens_seen": 185204736 }, { "epoch": 0.06, "learning_rate": 0.0009534002006018054, "loss": 1.8541, "theoretical_loss": 4.425925313875129, "tokens_seen": 185270272 }, { "epoch": 0.06, "learning_rate": 0.0009533801404212639, "loss": 1.8656, "theoretical_loss": 4.425728401498089, "tokens_seen": 185335808 }, { "epoch": 0.06, "learning_rate": 0.0009533600802407222, "loss": 2.041, "theoretical_loss": 4.425531578226715, "tokens_seen": 185401344 }, { "epoch": 0.06, "learning_rate": 0.0009533400200601806, "loss": 1.9088, "theoretical_loss": 4.425334843989207, "tokens_seen": 185466880 }, { "epoch": 0.06, "learning_rate": 0.0009533199598796389, "loss": 2.0045, "theoretical_loss": 4.425138198713853, "tokens_seen": 185532416 }, { "epoch": 0.06, "learning_rate": 0.0009532998996990973, "loss": 1.8641, "theoretical_loss": 4.424941642329019, "tokens_seen": 185597952 }, { "epoch": 0.06, "learning_rate": 0.0009532798395185557, "loss": 2.0065, "theoretical_loss": 4.42474517476316, "tokens_seen": 185663488 }, { "epoch": 0.06, "learning_rate": 0.0009532597793380141, "loss": 1.8994, "theoretical_loss": 4.424548795944808, "tokens_seen": 185729024 }, { "epoch": 0.06, "learning_rate": 0.0009532397191574724, "loss": 1.8996, "theoretical_loss": 4.424352505802582, "tokens_seen": 185794560 }, { "epoch": 0.06, "learning_rate": 0.0009532196589769309, "loss": 1.898, "theoretical_loss": 4.42415630426518, "tokens_seen": 185860096 }, { "epoch": 0.06, "learning_rate": 0.0009531995987963892, "loss": 1.9314, "theoretical_loss": 4.423960191261387, "tokens_seen": 185925632 }, { "epoch": 0.06, "learning_rate": 0.0009531795386158476, "loss": 1.8369, "theoretical_loss": 4.423764166720066, "tokens_seen": 185991168 }, { "epoch": 0.06, "learning_rate": 0.0009531594784353059, "loss": 1.8829, "theoretical_loss": 4.4235682305701625, "tokens_seen": 186056704 }, { "epoch": 0.06, "learning_rate": 0.0009531394182547644, "loss": 1.8661, "theoretical_loss": 4.423372382740707, "tokens_seen": 186122240 }, { "epoch": 0.06, "learning_rate": 0.0009531193580742227, "loss": 1.8, "theoretical_loss": 4.423176623160811, "tokens_seen": 186187776 }, { "epoch": 0.06, "learning_rate": 0.0009530992978936811, "loss": 1.8912, "theoretical_loss": 4.422980951759665, "tokens_seen": 186253312 }, { "epoch": 0.06, "learning_rate": 0.0009530792377131394, "loss": 1.8467, "theoretical_loss": 4.4227853684665455, "tokens_seen": 186318848 }, { "epoch": 0.06, "learning_rate": 0.0009530591775325978, "loss": 1.8339, "theoretical_loss": 4.422589873210806, "tokens_seen": 186384384 }, { "epoch": 0.06, "learning_rate": 0.0009530391173520562, "loss": 1.8041, "theoretical_loss": 4.422394465921887, "tokens_seen": 186449920 }, { "epoch": 0.06, "learning_rate": 0.0009530190571715146, "loss": 1.8145, "theoretical_loss": 4.422199146529305, "tokens_seen": 186515456 }, { "epoch": 0.06, "learning_rate": 0.0009529989969909729, "loss": 1.8298, "theoretical_loss": 4.42200391496266, "tokens_seen": 186580992 }, { "epoch": 0.06, "learning_rate": 0.0009529789368104314, "loss": 1.9237, "theoretical_loss": 4.4218087711516345, "tokens_seen": 186646528 }, { "epoch": 0.06, "learning_rate": 0.0009529588766298897, "loss": 1.9574, "theoretical_loss": 4.421613715025988, "tokens_seen": 186712064 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.49304935336112976, "objective/train/docs_used": 74904, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7934205532073975, "objective/train/original_loss": 1.7934205532073975, "objective/train/theoretical_loss": 4.421418746515567, "objective/train/tokens_used": 207237600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24341203272342682, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505423545837402, "objective/train/weighted_lm_loss": 1.8839329481124878, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.421418746515567, "tokens_seen": 186777600 }, { "epoch": 0.06, "learning_rate": 0.0009529388164493481, "loss": 1.8573, "theoretical_loss": 4.421418746515567, "tokens_seen": 186777600 }, { "epoch": 0.06, "learning_rate": 0.0009529187562688064, "loss": 2.0024, "theoretical_loss": 4.421223865550291, "tokens_seen": 186843136 }, { "epoch": 0.06, "learning_rate": 0.0009528986960882648, "loss": 1.9979, "theoretical_loss": 4.421029072060167, "tokens_seen": 186908672 }, { "epoch": 0.06, "learning_rate": 0.0009528786359077232, "loss": 2.0378, "theoretical_loss": 4.420834365975278, "tokens_seen": 186974208 }, { "epoch": 0.06, "learning_rate": 0.0009528585757271816, "loss": 1.8248, "theoretical_loss": 4.42063974722579, "tokens_seen": 187039744 }, { "epoch": 0.06, "learning_rate": 0.0009528385155466399, "loss": 1.8471, "theoretical_loss": 4.420445215741949, "tokens_seen": 187105280 }, { "epoch": 0.06, "learning_rate": 0.0009528184553660984, "loss": 1.8749, "theoretical_loss": 4.420250771454078, "tokens_seen": 187170816 }, { "epoch": 0.06, "learning_rate": 0.0009527983951855566, "loss": 1.9967, "theoretical_loss": 4.420056414292584, "tokens_seen": 187236352 }, { "epoch": 0.06, "learning_rate": 0.0009527783350050151, "loss": 1.9333, "theoretical_loss": 4.419862144187952, "tokens_seen": 187301888 }, { "epoch": 0.06, "learning_rate": 0.0009527582748244735, "loss": 1.93, "theoretical_loss": 4.419667961070747, "tokens_seen": 187367424 }, { "epoch": 0.06, "learning_rate": 0.0009527382146439318, "loss": 2.0093, "theoretical_loss": 4.419473864871613, "tokens_seen": 187432960 }, { "epoch": 0.06, "learning_rate": 0.0009527181544633902, "loss": 1.9498, "theoretical_loss": 4.419279855521276, "tokens_seen": 187498496 }, { "epoch": 0.06, "learning_rate": 0.0009526980942828485, "loss": 2.0281, "theoretical_loss": 4.419085932950537, "tokens_seen": 187564032 }, { "epoch": 0.06, "learning_rate": 0.0009526780341023069, "loss": 1.9989, "theoretical_loss": 4.41889209709028, "tokens_seen": 187629568 }, { "epoch": 0.06, "learning_rate": 0.0009526579739217654, "loss": 1.8987, "theoretical_loss": 4.4186983478714685, "tokens_seen": 187695104 }, { "epoch": 0.06, "learning_rate": 0.0009526379137412236, "loss": 1.9608, "theoretical_loss": 4.418504685225142, "tokens_seen": 187760640 }, { "epoch": 0.06, "learning_rate": 0.0009526178535606821, "loss": 1.9515, "theoretical_loss": 4.4183111090824205, "tokens_seen": 187826176 }, { "epoch": 0.06, "learning_rate": 0.0009525977933801405, "loss": 2.0248, "theoretical_loss": 4.418117619374502, "tokens_seen": 187891712 }, { "epoch": 0.06, "learning_rate": 0.0009525777331995988, "loss": 1.9202, "theoretical_loss": 4.417924216032667, "tokens_seen": 187957248 }, { "epoch": 0.06, "learning_rate": 0.0009525576730190572, "loss": 1.9305, "theoretical_loss": 4.417730898988268, "tokens_seen": 188022784 }, { "epoch": 0.06, "learning_rate": 0.0009525376128385155, "loss": 1.9592, "theoretical_loss": 4.417537668172743, "tokens_seen": 188088320 }, { "epoch": 0.06, "learning_rate": 0.0009525175526579739, "loss": 1.8921, "theoretical_loss": 4.417344523517602, "tokens_seen": 188153856 }, { "epoch": 0.06, "learning_rate": 0.0009524974924774324, "loss": 1.9449, "theoretical_loss": 4.417151464954437, "tokens_seen": 188219392 }, { "epoch": 0.06, "learning_rate": 0.0009524774322968906, "loss": 1.9775, "theoretical_loss": 4.416958492414918, "tokens_seen": 188284928 }, { "epoch": 0.06, "learning_rate": 0.0009524573721163491, "loss": 1.9599, "theoretical_loss": 4.416765605830792, "tokens_seen": 188350464 }, { "epoch": 0.06, "learning_rate": 0.0009524373119358074, "loss": 1.8162, "theoretical_loss": 4.4165728051338835, "tokens_seen": 188416000 }, { "epoch": 0.06, "learning_rate": 0.0009524172517552658, "loss": 1.9151, "theoretical_loss": 4.416380090256095, "tokens_seen": 188481536 }, { "epoch": 0.06, "learning_rate": 0.0009523971915747242, "loss": 1.8405, "theoretical_loss": 4.416187461129409, "tokens_seen": 188547072 }, { "epoch": 0.06, "learning_rate": 0.0009523771313941826, "loss": 2.0353, "theoretical_loss": 4.415994917685881, "tokens_seen": 188612608 }, { "epoch": 0.06, "learning_rate": 0.0009523570712136409, "loss": 2.0348, "theoretical_loss": 4.415802459857648, "tokens_seen": 188678144 }, { "epoch": 0.06, "learning_rate": 0.0009523370110330993, "loss": 2.0916, "theoretical_loss": 4.415610087576923, "tokens_seen": 188743680 }, { "epoch": 0.06, "learning_rate": 0.0009523169508525576, "loss": 1.8956, "theoretical_loss": 4.4154178007759946, "tokens_seen": 188809216 }, { "epoch": 0.06, "learning_rate": 0.0009522968906720161, "loss": 2.0073, "theoretical_loss": 4.415225599387231, "tokens_seen": 188874752 }, { "epoch": 0.06, "learning_rate": 0.0009522768304914744, "loss": 1.916, "theoretical_loss": 4.415033483343075, "tokens_seen": 188940288 }, { "epoch": 0.06, "learning_rate": 0.0009522567703109328, "loss": 1.9299, "theoretical_loss": 4.414841452576049, "tokens_seen": 189005824 }, { "epoch": 0.06, "learning_rate": 0.0009522367101303912, "loss": 1.9453, "theoretical_loss": 4.4146495070187495, "tokens_seen": 189071360 }, { "epoch": 0.06, "learning_rate": 0.0009522166499498496, "loss": 1.961, "theoretical_loss": 4.41445764660385, "tokens_seen": 189136896 }, { "epoch": 0.06, "learning_rate": 0.0009521965897693079, "loss": 1.7822, "theoretical_loss": 4.414265871264102, "tokens_seen": 189202432 }, { "epoch": 0.06, "learning_rate": 0.0009521765295887663, "loss": 1.8333, "theoretical_loss": 4.414074180932333, "tokens_seen": 189267968 }, { "epoch": 0.06, "learning_rate": 0.0009521564694082246, "loss": 1.9526, "theoretical_loss": 4.413882575541446, "tokens_seen": 189333504 }, { "epoch": 0.06, "learning_rate": 0.0009521364092276831, "loss": 1.8715, "theoretical_loss": 4.41369105502442, "tokens_seen": 189399040 }, { "epoch": 0.06, "learning_rate": 0.0009521163490471414, "loss": 1.8555, "theoretical_loss": 4.41349961931431, "tokens_seen": 189464576 }, { "epoch": 0.06, "learning_rate": 0.0009520962888665998, "loss": 1.8327, "theoretical_loss": 4.413308268344249, "tokens_seen": 189530112 }, { "epoch": 0.06, "learning_rate": 0.0009520762286860581, "loss": 1.989, "theoretical_loss": 4.413117002047443, "tokens_seen": 189595648 }, { "epoch": 0.06, "learning_rate": 0.0009520561685055166, "loss": 1.9247, "theoretical_loss": 4.4129258203571755, "tokens_seen": 189661184 }, { "epoch": 0.06, "learning_rate": 0.0009520361083249749, "loss": 1.8879, "theoretical_loss": 4.412734723206805, "tokens_seen": 189726720 }, { "epoch": 0.06, "learning_rate": 0.0009520160481444333, "loss": 1.9158, "theoretical_loss": 4.412543710529766, "tokens_seen": 189792256 }, { "epoch": 0.06, "learning_rate": 0.0009519959879638917, "loss": 1.9396, "theoretical_loss": 4.412352782259568, "tokens_seen": 189857792 }, { "epoch": 0.06, "learning_rate": 0.0009519759277833501, "loss": 1.7889, "theoretical_loss": 4.4121619383297945, "tokens_seen": 189923328 }, { "epoch": 0.06, "learning_rate": 0.0009519558676028084, "loss": 2.0035, "theoretical_loss": 4.411971178674106, "tokens_seen": 189988864 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.4934732913970947, "objective/train/docs_used": 76077, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8127355575561523, "objective/train/original_loss": 1.8127355575561523, "objective/train/theoretical_loss": 4.411780503226238, "objective/train/tokens_used": 210514400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24385586380958557, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505869388580322, "objective/train/weighted_lm_loss": 1.9044004678726196, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.411780503226238, "tokens_seen": 190054400 }, { "epoch": 0.06, "learning_rate": 0.0009519358074222668, "loss": 1.9662, "theoretical_loss": 4.411780503226238, "tokens_seen": 190054400 }, { "epoch": 0.06, "learning_rate": 0.0009519157472417252, "loss": 1.9113, "theoretical_loss": 4.411589911919999, "tokens_seen": 190119936 }, { "epoch": 0.06, "learning_rate": 0.0009518956870611836, "loss": 1.9649, "theoretical_loss": 4.411399404689275, "tokens_seen": 190185472 }, { "epoch": 0.06, "learning_rate": 0.000951875626880642, "loss": 2.0698, "theoretical_loss": 4.411208981468025, "tokens_seen": 190251008 }, { "epoch": 0.06, "learning_rate": 0.0009518555667001003, "loss": 1.8534, "theoretical_loss": 4.4110186421902835, "tokens_seen": 190316544 }, { "epoch": 0.06, "learning_rate": 0.0009518355065195588, "loss": 1.7358, "theoretical_loss": 4.410828386790158, "tokens_seen": 190382080 }, { "epoch": 0.06, "learning_rate": 0.000951815446339017, "loss": 1.7901, "theoretical_loss": 4.410638215201831, "tokens_seen": 190447616 }, { "epoch": 0.06, "learning_rate": 0.0009517953861584755, "loss": 1.9016, "theoretical_loss": 4.410448127359561, "tokens_seen": 190513152 }, { "epoch": 0.06, "learning_rate": 0.0009517753259779339, "loss": 2.0252, "theoretical_loss": 4.4102581231976785, "tokens_seen": 190578688 }, { "epoch": 0.06, "learning_rate": 0.0009517552657973922, "loss": 1.9728, "theoretical_loss": 4.410068202650588, "tokens_seen": 190644224 }, { "epoch": 0.06, "learning_rate": 0.0009517352056168506, "loss": 1.9752, "theoretical_loss": 4.40987836565277, "tokens_seen": 190709760 }, { "epoch": 0.06, "learning_rate": 0.0009517151454363089, "loss": 1.8996, "theoretical_loss": 4.409688612138778, "tokens_seen": 190775296 }, { "epoch": 0.06, "learning_rate": 0.0009516950852557673, "loss": 1.9769, "theoretical_loss": 4.409498942043237, "tokens_seen": 190840832 }, { "epoch": 0.06, "learning_rate": 0.0009516750250752258, "loss": 2.0145, "theoretical_loss": 4.4093093553008496, "tokens_seen": 190906368 }, { "epoch": 0.06, "learning_rate": 0.000951654964894684, "loss": 1.9347, "theoretical_loss": 4.409119851846388, "tokens_seen": 190971904 }, { "epoch": 0.06, "learning_rate": 0.0009516349047141425, "loss": 1.8087, "theoretical_loss": 4.4089304316147, "tokens_seen": 191037440 }, { "epoch": 0.06, "learning_rate": 0.0009516148445336009, "loss": 1.9947, "theoretical_loss": 4.408741094540707, "tokens_seen": 191102976 }, { "epoch": 0.06, "learning_rate": 0.0009515947843530592, "loss": 1.8363, "theoretical_loss": 4.408551840559403, "tokens_seen": 191168512 }, { "epoch": 0.06, "learning_rate": 0.0009515747241725176, "loss": 1.8745, "theoretical_loss": 4.408362669605854, "tokens_seen": 191234048 }, { "epoch": 0.06, "learning_rate": 0.000951554663991976, "loss": 1.9859, "theoretical_loss": 4.408173581615199, "tokens_seen": 191299584 }, { "epoch": 0.06, "learning_rate": 0.0009515346038114343, "loss": 1.8372, "theoretical_loss": 4.407984576522653, "tokens_seen": 191365120 }, { "epoch": 0.06, "learning_rate": 0.0009515145436308928, "loss": 2.0925, "theoretical_loss": 4.4077956542635, "tokens_seen": 191430656 }, { "epoch": 0.06, "learning_rate": 0.000951494483450351, "loss": 1.9144, "theoretical_loss": 4.407606814773099, "tokens_seen": 191496192 }, { "epoch": 0.06, "learning_rate": 0.0009514744232698095, "loss": 1.7939, "theoretical_loss": 4.407418057986881, "tokens_seen": 191561728 }, { "epoch": 0.06, "learning_rate": 0.0009514543630892678, "loss": 1.9196, "theoretical_loss": 4.407229383840347, "tokens_seen": 191627264 }, { "epoch": 0.06, "learning_rate": 0.0009514343029087262, "loss": 1.9596, "theoretical_loss": 4.407040792269075, "tokens_seen": 191692800 }, { "epoch": 0.06, "learning_rate": 0.0009514142427281846, "loss": 1.9563, "theoretical_loss": 4.406852283208711, "tokens_seen": 191758336 }, { "epoch": 0.06, "learning_rate": 0.000951394182547643, "loss": 1.8223, "theoretical_loss": 4.406663856594977, "tokens_seen": 191823872 }, { "epoch": 0.06, "learning_rate": 0.0009513741223671013, "loss": 1.8939, "theoretical_loss": 4.406475512363663, "tokens_seen": 191889408 }, { "epoch": 0.06, "learning_rate": 0.0009513540621865597, "loss": 1.8934, "theoretical_loss": 4.4062872504506325, "tokens_seen": 191954944 }, { "epoch": 0.06, "learning_rate": 0.000951334002006018, "loss": 1.7905, "theoretical_loss": 4.406099070791822, "tokens_seen": 192020480 }, { "epoch": 0.06, "learning_rate": 0.0009513139418254765, "loss": 1.768, "theoretical_loss": 4.405910973323239, "tokens_seen": 192086016 }, { "epoch": 0.06, "learning_rate": 0.0009512938816449348, "loss": 1.8877, "theoretical_loss": 4.405722957980962, "tokens_seen": 192151552 }, { "epoch": 0.06, "learning_rate": 0.0009512738214643932, "loss": 1.9167, "theoretical_loss": 4.405535024701141, "tokens_seen": 192217088 }, { "epoch": 0.06, "learning_rate": 0.0009512537612838516, "loss": 1.9675, "theoretical_loss": 4.405347173419998, "tokens_seen": 192282624 }, { "epoch": 0.06, "learning_rate": 0.00095123370110331, "loss": 1.9097, "theoretical_loss": 4.405159404073826, "tokens_seen": 192348160 }, { "epoch": 0.06, "learning_rate": 0.0009512136409227683, "loss": 1.8425, "theoretical_loss": 4.40497171659899, "tokens_seen": 192413696 }, { "epoch": 0.06, "learning_rate": 0.0009511935807422267, "loss": 2.008, "theoretical_loss": 4.404784110931924, "tokens_seen": 192479232 }, { "epoch": 0.06, "learning_rate": 0.000951173520561685, "loss": 1.7656, "theoretical_loss": 4.404596587009136, "tokens_seen": 192544768 }, { "epoch": 0.06, "learning_rate": 0.0009511534603811435, "loss": 1.7931, "theoretical_loss": 4.404409144767201, "tokens_seen": 192610304 }, { "epoch": 0.06, "learning_rate": 0.0009511334002006018, "loss": 1.8794, "theoretical_loss": 4.404221784142768, "tokens_seen": 192675840 }, { "epoch": 0.06, "learning_rate": 0.0009511133400200602, "loss": 1.8634, "theoretical_loss": 4.404034505072556, "tokens_seen": 192741376 }, { "epoch": 0.06, "learning_rate": 0.0009510932798395185, "loss": 1.8689, "theoretical_loss": 4.403847307493353, "tokens_seen": 192806912 }, { "epoch": 0.06, "learning_rate": 0.000951073219658977, "loss": 1.9959, "theoretical_loss": 4.40366019134202, "tokens_seen": 192872448 }, { "epoch": 0.06, "learning_rate": 0.0009510531594784353, "loss": 1.9952, "theoretical_loss": 4.403473156555487, "tokens_seen": 192937984 }, { "epoch": 0.06, "learning_rate": 0.0009510330992978937, "loss": 1.9028, "theoretical_loss": 4.403286203070751, "tokens_seen": 193003520 }, { "epoch": 0.06, "learning_rate": 0.0009510130391173521, "loss": 1.7787, "theoretical_loss": 4.403099330824887, "tokens_seen": 193069056 }, { "epoch": 0.06, "learning_rate": 0.0009509929789368105, "loss": 1.9463, "theoretical_loss": 4.4029125397550315, "tokens_seen": 193134592 }, { "epoch": 0.06, "learning_rate": 0.0009509729187562688, "loss": 1.834, "theoretical_loss": 4.402725829798397, "tokens_seen": 193200128 }, { "epoch": 0.06, "learning_rate": 0.0009509528585757272, "loss": 1.9024, "theoretical_loss": 4.402539200892264, "tokens_seen": 193265664 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.49331486225128174, "objective/train/docs_used": 77266, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8808577060699463, "objective/train/original_loss": 1.8808577060699463, "objective/train/theoretical_loss": 4.40235265297398, "objective/train/tokens_used": 213791200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24369393289089203, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505704879760742, "objective/train/weighted_lm_loss": 1.9757757186889648, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.40235265297398, "tokens_seen": 193331200 }, { "epoch": 0.06, "learning_rate": 0.0009509327983951855, "loss": 1.8993, "theoretical_loss": 4.40235265297398, "tokens_seen": 193331200 }, { "epoch": 0.06, "learning_rate": 0.000950912738214644, "loss": 1.8289, "theoretical_loss": 4.402166185980967, "tokens_seen": 193396736 }, { "epoch": 0.06, "learning_rate": 0.0009508926780341023, "loss": 1.8115, "theoretical_loss": 4.4019797998507135, "tokens_seen": 193462272 }, { "epoch": 0.06, "learning_rate": 0.0009508726178535607, "loss": 1.8387, "theoretical_loss": 4.401793494520778, "tokens_seen": 193527808 }, { "epoch": 0.06, "learning_rate": 0.0009508525576730191, "loss": 1.7944, "theoretical_loss": 4.401607269928788, "tokens_seen": 193593344 }, { "epoch": 0.06, "learning_rate": 0.0009508324974924774, "loss": 1.7242, "theoretical_loss": 4.4014211260124405, "tokens_seen": 193658880 }, { "epoch": 0.06, "learning_rate": 0.0009508124373119358, "loss": 1.8879, "theoretical_loss": 4.401235062709502, "tokens_seen": 193724416 }, { "epoch": 0.06, "learning_rate": 0.0009507923771313943, "loss": 1.8485, "theoretical_loss": 4.401049079957809, "tokens_seen": 193789952 }, { "epoch": 0.06, "learning_rate": 0.0009507723169508525, "loss": 1.8177, "theoretical_loss": 4.400863177695264, "tokens_seen": 193855488 }, { "epoch": 0.06, "learning_rate": 0.000950752256770311, "loss": 1.8554, "theoretical_loss": 4.400677355859841, "tokens_seen": 193921024 }, { "epoch": 0.06, "learning_rate": 0.0009507321965897692, "loss": 2.0593, "theoretical_loss": 4.400491614389582, "tokens_seen": 193986560 }, { "epoch": 0.06, "learning_rate": 0.0009507121364092277, "loss": 1.8376, "theoretical_loss": 4.400305953222596, "tokens_seen": 194052096 }, { "epoch": 0.06, "learning_rate": 0.0009506920762286861, "loss": 1.9119, "theoretical_loss": 4.4001203722970645, "tokens_seen": 194117632 }, { "epoch": 0.06, "learning_rate": 0.0009506720160481444, "loss": 1.8258, "theoretical_loss": 4.399934871551234, "tokens_seen": 194183168 }, { "epoch": 0.06, "learning_rate": 0.0009506519558676028, "loss": 1.6996, "theoretical_loss": 4.3997494509234185, "tokens_seen": 194248704 }, { "epoch": 0.06, "learning_rate": 0.0009506318956870613, "loss": 1.8192, "theoretical_loss": 4.399564110352005, "tokens_seen": 194314240 }, { "epoch": 0.06, "learning_rate": 0.0009506118355065195, "loss": 1.9074, "theoretical_loss": 4.399378849775443, "tokens_seen": 194379776 }, { "epoch": 0.06, "learning_rate": 0.000950591775325978, "loss": 1.8622, "theoretical_loss": 4.399193669132255, "tokens_seen": 194445312 }, { "epoch": 0.06, "learning_rate": 0.0009505717151454362, "loss": 1.9398, "theoretical_loss": 4.399008568361027, "tokens_seen": 194510848 }, { "epoch": 0.06, "learning_rate": 0.0009505516549648947, "loss": 1.8967, "theoretical_loss": 4.398823547400417, "tokens_seen": 194576384 }, { "epoch": 0.06, "learning_rate": 0.0009505315947843531, "loss": 1.9654, "theoretical_loss": 4.398638606189149, "tokens_seen": 194641920 }, { "epoch": 0.06, "learning_rate": 0.0009505115346038114, "loss": 1.8578, "theoretical_loss": 4.398453744666012, "tokens_seen": 194707456 }, { "epoch": 0.06, "learning_rate": 0.0009504914744232698, "loss": 1.9715, "theoretical_loss": 4.398268962769867, "tokens_seen": 194772992 }, { "epoch": 0.06, "learning_rate": 0.0009504714142427282, "loss": 2.0093, "theoretical_loss": 4.39808426043964, "tokens_seen": 194838528 }, { "epoch": 0.06, "learning_rate": 0.0009504513540621865, "loss": 1.8911, "theoretical_loss": 4.397899637614326, "tokens_seen": 194904064 }, { "epoch": 0.06, "learning_rate": 0.000950431293881645, "loss": 1.9758, "theoretical_loss": 4.397715094232984, "tokens_seen": 194969600 }, { "epoch": 0.06, "learning_rate": 0.0009504112337011034, "loss": 1.9613, "theoretical_loss": 4.397530630234744, "tokens_seen": 195035136 }, { "epoch": 0.06, "learning_rate": 0.0009503911735205617, "loss": 1.9392, "theoretical_loss": 4.3973462455588, "tokens_seen": 195100672 }, { "epoch": 0.06, "learning_rate": 0.0009503711133400201, "loss": 1.8308, "theoretical_loss": 4.397161940144415, "tokens_seen": 195166208 }, { "epoch": 0.06, "learning_rate": 0.0009503510531594784, "loss": 1.7817, "theoretical_loss": 4.396977713930919, "tokens_seen": 195231744 }, { "epoch": 0.06, "learning_rate": 0.0009503309929789369, "loss": 1.9156, "theoretical_loss": 4.396793566857708, "tokens_seen": 195297280 }, { "epoch": 0.06, "learning_rate": 0.0009503109327983952, "loss": 1.8466, "theoretical_loss": 4.396609498864243, "tokens_seen": 195362816 }, { "epoch": 0.06, "learning_rate": 0.0009502908726178536, "loss": 1.8075, "theoretical_loss": 4.396425509890054, "tokens_seen": 195428352 }, { "epoch": 0.06, "learning_rate": 0.000950270812437312, "loss": 1.8059, "theoretical_loss": 4.396241599874738, "tokens_seen": 195493888 }, { "epoch": 0.06, "learning_rate": 0.0009502507522567704, "loss": 1.8906, "theoretical_loss": 4.396057768757957, "tokens_seen": 195559424 }, { "epoch": 0.06, "learning_rate": 0.0009502306920762287, "loss": 1.8618, "theoretical_loss": 4.395874016479438, "tokens_seen": 195624960 }, { "epoch": 0.06, "learning_rate": 0.0009502106318956871, "loss": 1.8689, "theoretical_loss": 4.395690342978977, "tokens_seen": 195690496 }, { "epoch": 0.06, "learning_rate": 0.0009501905717151454, "loss": 1.7489, "theoretical_loss": 4.395506748196435, "tokens_seen": 195756032 }, { "epoch": 0.06, "learning_rate": 0.0009501705115346039, "loss": 2.0602, "theoretical_loss": 4.395323232071737, "tokens_seen": 195821568 }, { "epoch": 0.06, "learning_rate": 0.0009501504513540622, "loss": 1.8469, "theoretical_loss": 4.395139794544878, "tokens_seen": 195887104 }, { "epoch": 0.06, "learning_rate": 0.0009501303911735206, "loss": 1.9692, "theoretical_loss": 4.394956435555916, "tokens_seen": 195952640 }, { "epoch": 0.06, "learning_rate": 0.0009501103309929789, "loss": 1.9052, "theoretical_loss": 4.394773155044976, "tokens_seen": 196018176 }, { "epoch": 0.06, "learning_rate": 0.0009500902708124374, "loss": 1.8058, "theoretical_loss": 4.394589952952247, "tokens_seen": 196083712 }, { "epoch": 0.06, "learning_rate": 0.0009500702106318957, "loss": 1.787, "theoretical_loss": 4.394406829217983, "tokens_seen": 196149248 }, { "epoch": 0.06, "learning_rate": 0.0009500501504513541, "loss": 1.8961, "theoretical_loss": 4.394223783782509, "tokens_seen": 196214784 }, { "epoch": 0.06, "learning_rate": 0.0009500300902708125, "loss": 1.7633, "theoretical_loss": 4.394040816586209, "tokens_seen": 196280320 }, { "epoch": 0.06, "learning_rate": 0.0009500100300902709, "loss": 1.7421, "theoretical_loss": 4.393857927569534, "tokens_seen": 196345856 }, { "epoch": 0.06, "learning_rate": 0.0009499899699097292, "loss": 1.9565, "theoretical_loss": 4.393675116673003, "tokens_seen": 196411392 }, { "epoch": 0.06, "learning_rate": 0.0009499699097291876, "loss": 1.8156, "theoretical_loss": 4.393492383837196, "tokens_seen": 196476928 }, { "epoch": 0.06, "learning_rate": 0.0009499498495486459, "loss": 1.8552, "theoretical_loss": 4.393309729002761, "tokens_seen": 196542464 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.4933859407901764, "objective/train/docs_used": 78313, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5727931261062622, "objective/train/original_loss": 1.5727932453155518, "objective/train/theoretical_loss": 4.393127152110409, "objective/train/tokens_used": 217068000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24412523210048676, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05057954788208, "objective/train/weighted_lm_loss": 1.652202844619751, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.393127152110409, "tokens_seen": 196608000 }, { "epoch": 0.06, "learning_rate": 0.0009499297893681044, "loss": 1.7561, "theoretical_loss": 4.393127152110409, "tokens_seen": 196608000 }, { "epoch": 0.06, "learning_rate": 0.0009499097291875627, "loss": 1.855, "theoretical_loss": 4.392944653100918, "tokens_seen": 196673536 }, { "epoch": 0.06, "learning_rate": 0.0009498896690070211, "loss": 1.9183, "theoretical_loss": 4.392762231915128, "tokens_seen": 196739072 }, { "epoch": 0.06, "learning_rate": 0.0009498696088264795, "loss": 1.8333, "theoretical_loss": 4.392579888493946, "tokens_seen": 196804608 }, { "epoch": 0.06, "learning_rate": 0.0009498495486459378, "loss": 1.8654, "theoretical_loss": 4.392397622778343, "tokens_seen": 196870144 }, { "epoch": 0.06, "learning_rate": 0.0009498294884653962, "loss": 1.8546, "theoretical_loss": 4.392215434709351, "tokens_seen": 196935680 }, { "epoch": 0.06, "learning_rate": 0.0009498094282848547, "loss": 1.9817, "theoretical_loss": 4.392033324228073, "tokens_seen": 197001216 }, { "epoch": 0.06, "learning_rate": 0.0009497893681043129, "loss": 1.8226, "theoretical_loss": 4.391851291275671, "tokens_seen": 197066752 }, { "epoch": 0.06, "learning_rate": 0.0009497693079237714, "loss": 1.8504, "theoretical_loss": 4.391669335793372, "tokens_seen": 197132288 }, { "epoch": 0.06, "learning_rate": 0.0009497492477432296, "loss": 1.7561, "theoretical_loss": 4.391487457722469, "tokens_seen": 197197824 }, { "epoch": 0.06, "learning_rate": 0.0009497291875626881, "loss": 1.671, "theoretical_loss": 4.391305657004317, "tokens_seen": 197263360 }, { "epoch": 0.06, "learning_rate": 0.0009497091273821465, "loss": 1.9367, "theoretical_loss": 4.391123933580336, "tokens_seen": 197328896 }, { "epoch": 0.06, "learning_rate": 0.0009496890672016048, "loss": 1.9203, "theoretical_loss": 4.39094228739201, "tokens_seen": 197394432 }, { "epoch": 0.06, "learning_rate": 0.0009496690070210632, "loss": 1.8818, "theoretical_loss": 4.390760718380884, "tokens_seen": 197459968 }, { "epoch": 0.06, "learning_rate": 0.0009496489468405217, "loss": 1.8564, "theoretical_loss": 4.390579226488571, "tokens_seen": 197525504 }, { "epoch": 0.06, "learning_rate": 0.0009496288866599799, "loss": 1.9317, "theoretical_loss": 4.3903978116567455, "tokens_seen": 197591040 }, { "epoch": 0.06, "learning_rate": 0.0009496088264794384, "loss": 1.9909, "theoretical_loss": 4.390216473827143, "tokens_seen": 197656576 }, { "epoch": 0.06, "learning_rate": 0.0009495887662988966, "loss": 1.7772, "theoretical_loss": 4.390035212941568, "tokens_seen": 197722112 }, { "epoch": 0.06, "learning_rate": 0.0009495687061183551, "loss": 1.7826, "theoretical_loss": 4.3898540289418815, "tokens_seen": 197787648 }, { "epoch": 0.06, "learning_rate": 0.0009495486459378135, "loss": 1.8518, "theoretical_loss": 4.389672921770013, "tokens_seen": 197853184 }, { "epoch": 0.06, "learning_rate": 0.0009495285857572718, "loss": 1.7901, "theoretical_loss": 4.389491891367953, "tokens_seen": 197918720 }, { "epoch": 0.06, "learning_rate": 0.0009495085255767302, "loss": 1.8022, "theoretical_loss": 4.389310937677754, "tokens_seen": 197984256 }, { "epoch": 0.06, "learning_rate": 0.0009494884653961886, "loss": 1.9155, "theoretical_loss": 4.389130060641534, "tokens_seen": 198049792 }, { "epoch": 0.06, "learning_rate": 0.0009494684052156469, "loss": 1.8942, "theoretical_loss": 4.388949260201471, "tokens_seen": 198115328 }, { "epoch": 0.06, "learning_rate": 0.0009494483450351054, "loss": 1.8778, "theoretical_loss": 4.388768536299808, "tokens_seen": 198180864 }, { "epoch": 0.06, "learning_rate": 0.0009494282848545636, "loss": 1.9305, "theoretical_loss": 4.388587888878849, "tokens_seen": 198246400 }, { "epoch": 0.06, "learning_rate": 0.0009494082246740221, "loss": 1.9257, "theoretical_loss": 4.388407317880962, "tokens_seen": 198311936 }, { "epoch": 0.06, "learning_rate": 0.0009493881644934804, "loss": 1.9663, "theoretical_loss": 4.388226823248576, "tokens_seen": 198377472 }, { "epoch": 0.06, "learning_rate": 0.0009493681043129388, "loss": 1.9069, "theoretical_loss": 4.388046404924184, "tokens_seen": 198443008 }, { "epoch": 0.06, "learning_rate": 0.0009493480441323972, "loss": 1.8286, "theoretical_loss": 4.387866062850339, "tokens_seen": 198508544 }, { "epoch": 0.06, "learning_rate": 0.0009493279839518556, "loss": 1.915, "theoretical_loss": 4.3876857969696585, "tokens_seen": 198574080 }, { "epoch": 0.06, "learning_rate": 0.0009493079237713139, "loss": 1.8648, "theoretical_loss": 4.387505607224821, "tokens_seen": 198639616 }, { "epoch": 0.06, "learning_rate": 0.0009492878635907724, "loss": 1.8246, "theoretical_loss": 4.387325493558566, "tokens_seen": 198705152 }, { "epoch": 0.06, "learning_rate": 0.0009492678034102307, "loss": 1.8195, "theoretical_loss": 4.387145455913698, "tokens_seen": 198770688 }, { "epoch": 0.06, "learning_rate": 0.0009492477432296891, "loss": 1.7988, "theoretical_loss": 4.38696549423308, "tokens_seen": 198836224 }, { "epoch": 0.06, "learning_rate": 0.0009492276830491474, "loss": 1.9393, "theoretical_loss": 4.386785608459639, "tokens_seen": 198901760 }, { "epoch": 0.06, "learning_rate": 0.0009492076228686058, "loss": 1.9559, "theoretical_loss": 4.386605798536362, "tokens_seen": 198967296 }, { "epoch": 0.06, "learning_rate": 0.0009491875626880642, "loss": 1.945, "theoretical_loss": 4.3864260644063, "tokens_seen": 199032832 }, { "epoch": 0.06, "learning_rate": 0.0009491675025075226, "loss": 1.8763, "theoretical_loss": 4.386246406012562, "tokens_seen": 199098368 }, { "epoch": 0.06, "learning_rate": 0.0009491474423269809, "loss": 1.9405, "theoretical_loss": 4.3860668232983215, "tokens_seen": 199163904 }, { "epoch": 0.06, "learning_rate": 0.0009491273821464393, "loss": 1.962, "theoretical_loss": 4.385887316206812, "tokens_seen": 199229440 }, { "epoch": 0.06, "learning_rate": 0.0009491073219658977, "loss": 1.8279, "theoretical_loss": 4.385707884681327, "tokens_seen": 199294976 }, { "epoch": 0.06, "learning_rate": 0.0009490872617853561, "loss": 1.7523, "theoretical_loss": 4.385528528665225, "tokens_seen": 199360512 }, { "epoch": 0.06, "learning_rate": 0.0009490672016048144, "loss": 1.8032, "theoretical_loss": 4.385349248101922, "tokens_seen": 199426048 }, { "epoch": 0.06, "learning_rate": 0.0009490471414242729, "loss": 1.8202, "theoretical_loss": 4.385170042934896, "tokens_seen": 199491584 }, { "epoch": 0.06, "learning_rate": 0.0009490270812437311, "loss": 1.8708, "theoretical_loss": 4.384990913107686, "tokens_seen": 199557120 }, { "epoch": 0.06, "learning_rate": 0.0009490070210631896, "loss": 1.8222, "theoretical_loss": 4.384811858563891, "tokens_seen": 199622656 }, { "epoch": 0.06, "learning_rate": 0.0009489869608826479, "loss": 1.7764, "theoretical_loss": 4.384632879247173, "tokens_seen": 199688192 }, { "epoch": 0.06, "learning_rate": 0.0009489669007021063, "loss": 1.865, "theoretical_loss": 4.384453975101251, "tokens_seen": 199753728 }, { "epoch": 0.06, "learning_rate": 0.0009489468405215648, "loss": 1.8772, "theoretical_loss": 4.384275146069909, "tokens_seen": 199819264 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.4942682981491089, "objective/train/docs_used": 79488, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6611281633377075, "objective/train/original_loss": 1.661128282546997, "objective/train/theoretical_loss": 4.384096392096988, "objective/train/tokens_used": 220344800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24450337886810303, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05066978931427, "objective/train/weighted_lm_loss": 1.7454839944839478, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.384096392096988, "tokens_seen": 199884800 }, { "epoch": 0.06, "learning_rate": 0.0009489267803410231, "loss": 1.8157, "theoretical_loss": 4.384096392096988, "tokens_seen": 199884800 }, { "epoch": 0.06, "learning_rate": 0.0009489067201604815, "loss": 1.9058, "theoretical_loss": 4.38391771312639, "tokens_seen": 199950336 }, { "epoch": 0.06, "learning_rate": 0.0009488866599799399, "loss": 1.9625, "theoretical_loss": 4.38373910910208, "tokens_seen": 200015872 }, { "epoch": 0.06, "learning_rate": 0.0009488665997993982, "loss": 1.8666, "theoretical_loss": 4.383560579968078, "tokens_seen": 200081408 }, { "epoch": 0.06, "learning_rate": 0.0009488465396188566, "loss": 1.7205, "theoretical_loss": 4.3833821256684695, "tokens_seen": 200146944 }, { "epoch": 0.06, "learning_rate": 0.0009488264794383151, "loss": 1.8827, "theoretical_loss": 4.383203746147397, "tokens_seen": 200212480 }, { "epoch": 0.06, "learning_rate": 0.0009488064192577733, "loss": 1.9402, "theoretical_loss": 4.383025441349063, "tokens_seen": 200278016 }, { "epoch": 0.06, "learning_rate": 0.0009487863590772318, "loss": 1.8922, "theoretical_loss": 4.382847211217731, "tokens_seen": 200343552 }, { "epoch": 0.06, "learning_rate": 0.00094876629889669, "loss": 1.9755, "theoretical_loss": 4.3826690556977255, "tokens_seen": 200409088 }, { "epoch": 0.06, "learning_rate": 0.0009487462387161485, "loss": 1.9237, "theoretical_loss": 4.382490974733425, "tokens_seen": 200474624 }, { "epoch": 0.06, "learning_rate": 0.0009487261785356069, "loss": 2.0019, "theoretical_loss": 4.382312968269276, "tokens_seen": 200540160 }, { "epoch": 0.06, "learning_rate": 0.0009487061183550652, "loss": 1.8139, "theoretical_loss": 4.382135036249777, "tokens_seen": 200605696 }, { "epoch": 0.06, "learning_rate": 0.0009486860581745236, "loss": 1.8938, "theoretical_loss": 4.3819571786194915, "tokens_seen": 200671232 }, { "epoch": 0.06, "learning_rate": 0.0009486659979939821, "loss": 1.8056, "theoretical_loss": 4.381779395323038, "tokens_seen": 200736768 }, { "epoch": 0.06, "learning_rate": 0.0009486459378134403, "loss": 1.8419, "theoretical_loss": 4.381601686305098, "tokens_seen": 200802304 }, { "epoch": 0.06, "learning_rate": 0.0009486258776328988, "loss": 1.7723, "theoretical_loss": 4.381424051510409, "tokens_seen": 200867840 }, { "epoch": 0.06, "learning_rate": 0.000948605817452357, "loss": 1.8334, "theoretical_loss": 4.38124649088377, "tokens_seen": 200933376 }, { "epoch": 0.06, "learning_rate": 0.0009485857572718155, "loss": 1.8382, "theoretical_loss": 4.381069004370039, "tokens_seen": 200998912 }, { "epoch": 0.06, "learning_rate": 0.0009485656970912739, "loss": 1.8665, "theoretical_loss": 4.38089159191413, "tokens_seen": 201064448 }, { "epoch": 0.06, "learning_rate": 0.0009485456369107322, "loss": 1.7653, "theoretical_loss": 4.38071425346102, "tokens_seen": 201129984 }, { "epoch": 0.06, "learning_rate": 0.0009485255767301906, "loss": 1.8926, "theoretical_loss": 4.380536988955742, "tokens_seen": 201195520 }, { "epoch": 0.06, "learning_rate": 0.000948505516549649, "loss": 1.7422, "theoretical_loss": 4.380359798343388, "tokens_seen": 201261056 }, { "epoch": 0.06, "learning_rate": 0.0009484854563691073, "loss": 1.707, "theoretical_loss": 4.380182681569111, "tokens_seen": 201326592 }, { "epoch": 0.06, "learning_rate": 0.0009484653961885658, "loss": 1.8416, "theoretical_loss": 4.380005638578119, "tokens_seen": 201392128 }, { "epoch": 0.06, "learning_rate": 0.000948445336008024, "loss": 1.8569, "theoretical_loss": 4.37982866931568, "tokens_seen": 201457664 }, { "epoch": 0.06, "learning_rate": 0.0009484252758274825, "loss": 1.82, "theoretical_loss": 4.379651773727122, "tokens_seen": 201523200 }, { "epoch": 0.06, "learning_rate": 0.0009484052156469408, "loss": 1.978, "theoretical_loss": 4.379474951757829, "tokens_seen": 201588736 }, { "epoch": 0.06, "learning_rate": 0.0009483851554663992, "loss": 1.7683, "theoretical_loss": 4.379298203353244, "tokens_seen": 201654272 }, { "epoch": 0.06, "learning_rate": 0.0009483650952858576, "loss": 1.9227, "theoretical_loss": 4.379121528458869, "tokens_seen": 201719808 }, { "epoch": 0.06, "learning_rate": 0.000948345035105316, "loss": 1.8948, "theoretical_loss": 4.378944927020262, "tokens_seen": 201785344 }, { "epoch": 0.06, "learning_rate": 0.0009483249749247743, "loss": 1.939, "theoretical_loss": 4.378768398983042, "tokens_seen": 201850880 }, { "epoch": 0.06, "learning_rate": 0.0009483049147442328, "loss": 1.8403, "theoretical_loss": 4.378591944292882, "tokens_seen": 201916416 }, { "epoch": 0.06, "learning_rate": 0.000948284854563691, "loss": 1.8222, "theoretical_loss": 4.378415562895518, "tokens_seen": 201981952 }, { "epoch": 0.06, "learning_rate": 0.0009482647943831495, "loss": 1.7433, "theoretical_loss": 4.378239254736738, "tokens_seen": 202047488 }, { "epoch": 0.06, "learning_rate": 0.0009482447342026078, "loss": 1.9094, "theoretical_loss": 4.378063019762392, "tokens_seen": 202113024 }, { "epoch": 0.06, "learning_rate": 0.0009482246740220662, "loss": 1.7928, "theoretical_loss": 4.377886857918385, "tokens_seen": 202178560 }, { "epoch": 0.06, "learning_rate": 0.0009482046138415246, "loss": 1.8734, "theoretical_loss": 4.377710769150681, "tokens_seen": 202244096 }, { "epoch": 0.06, "learning_rate": 0.000948184553660983, "loss": 1.9099, "theoretical_loss": 4.3775347534053015, "tokens_seen": 202309632 }, { "epoch": 0.06, "learning_rate": 0.0009481644934804413, "loss": 1.7542, "theoretical_loss": 4.377358810628324, "tokens_seen": 202375168 }, { "epoch": 0.06, "learning_rate": 0.0009481444332998997, "loss": 1.8399, "theoretical_loss": 4.377182940765883, "tokens_seen": 202440704 }, { "epoch": 0.06, "learning_rate": 0.0009481243731193581, "loss": 1.7524, "theoretical_loss": 4.377007143764175, "tokens_seen": 202506240 }, { "epoch": 0.06, "learning_rate": 0.0009481043129388165, "loss": 1.8736, "theoretical_loss": 4.376831419569445, "tokens_seen": 202571776 }, { "epoch": 0.06, "learning_rate": 0.0009480842527582748, "loss": 1.9028, "theoretical_loss": 4.3766557681280025, "tokens_seen": 202637312 }, { "epoch": 0.06, "learning_rate": 0.0009480641925777333, "loss": 1.9198, "theoretical_loss": 4.3764801893862115, "tokens_seen": 202702848 }, { "epoch": 0.06, "learning_rate": 0.0009480441323971915, "loss": 1.8034, "theoretical_loss": 4.376304683290491, "tokens_seen": 202768384 }, { "epoch": 0.06, "learning_rate": 0.00094802407221665, "loss": 1.8115, "theoretical_loss": 4.37612924978732, "tokens_seen": 202833920 }, { "epoch": 0.06, "learning_rate": 0.0009480040120361083, "loss": 1.8673, "theoretical_loss": 4.375953888823233, "tokens_seen": 202899456 }, { "epoch": 0.06, "learning_rate": 0.0009479839518555667, "loss": 1.7649, "theoretical_loss": 4.375778600344819, "tokens_seen": 202964992 }, { "epoch": 0.06, "learning_rate": 0.0009479638916750251, "loss": 1.7969, "theoretical_loss": 4.375603384298726, "tokens_seen": 203030528 }, { "epoch": 0.06, "learning_rate": 0.0009479438314944835, "loss": 1.8562, "theoretical_loss": 4.375428240631659, "tokens_seen": 203096064 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.49045994877815247, "objective/train/docs_used": 80605, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8460792303085327, "objective/train/original_loss": 1.8460791110992432, "objective/train/theoretical_loss": 4.375253169290376, "objective/train/tokens_used": 223621600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24119678139686584, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050271987915039, "objective/train/weighted_lm_loss": 1.9390350580215454, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.375253169290376, "tokens_seen": 203161600 }, { "epoch": 0.06, "learning_rate": 0.0009479237713139418, "loss": 1.9466, "theoretical_loss": 4.375253169290376, "tokens_seen": 203161600 }, { "epoch": 0.06, "learning_rate": 0.0009479037111334003, "loss": 1.9524, "theoretical_loss": 4.3750781702216965, "tokens_seen": 203227136 }, { "epoch": 0.06, "learning_rate": 0.0009478836509528585, "loss": 1.7591, "theoretical_loss": 4.37490324337249, "tokens_seen": 203292672 }, { "epoch": 0.06, "learning_rate": 0.000947863590772317, "loss": 1.8594, "theoretical_loss": 4.374728388689688, "tokens_seen": 203358208 }, { "epoch": 0.06, "learning_rate": 0.0009478435305917753, "loss": 1.8902, "theoretical_loss": 4.374553606120274, "tokens_seen": 203423744 }, { "epoch": 0.06, "learning_rate": 0.0009478234704112337, "loss": 1.8355, "theoretical_loss": 4.374378895611289, "tokens_seen": 203489280 }, { "epoch": 0.06, "learning_rate": 0.0009478034102306921, "loss": 1.9065, "theoretical_loss": 4.374204257109832, "tokens_seen": 203554816 }, { "epoch": 0.06, "learning_rate": 0.0009477833500501504, "loss": 1.7489, "theoretical_loss": 4.374029690563053, "tokens_seen": 203620352 }, { "epoch": 0.06, "learning_rate": 0.0009477632898696088, "loss": 1.8441, "theoretical_loss": 4.373855195918162, "tokens_seen": 203685888 }, { "epoch": 0.06, "learning_rate": 0.0009477432296890673, "loss": 1.9567, "theoretical_loss": 4.373680773122424, "tokens_seen": 203751424 }, { "epoch": 0.06, "learning_rate": 0.0009477231695085255, "loss": 1.8593, "theoretical_loss": 4.3735064221231585, "tokens_seen": 203816960 }, { "epoch": 0.06, "learning_rate": 0.000947703109327984, "loss": 1.9252, "theoretical_loss": 4.373332142867739, "tokens_seen": 203882496 }, { "epoch": 0.06, "learning_rate": 0.0009476830491474422, "loss": 1.8711, "theoretical_loss": 4.3731579353036, "tokens_seen": 203948032 }, { "epoch": 0.06, "learning_rate": 0.0009476629889669007, "loss": 1.8338, "theoretical_loss": 4.372983799378225, "tokens_seen": 204013568 }, { "epoch": 0.06, "learning_rate": 0.0009476429287863591, "loss": 1.8558, "theoretical_loss": 4.372809735039157, "tokens_seen": 204079104 }, { "epoch": 0.06, "learning_rate": 0.0009476228686058174, "loss": 1.8181, "theoretical_loss": 4.372635742233991, "tokens_seen": 204144640 }, { "epoch": 0.06, "learning_rate": 0.0009476028084252758, "loss": 1.7501, "theoretical_loss": 4.372461820910382, "tokens_seen": 204210176 }, { "epoch": 0.06, "learning_rate": 0.0009475827482447343, "loss": 1.8748, "theoretical_loss": 4.372287971016036, "tokens_seen": 204275712 }, { "epoch": 0.06, "learning_rate": 0.0009475626880641925, "loss": 1.7815, "theoretical_loss": 4.372114192498714, "tokens_seen": 204341248 }, { "epoch": 0.06, "learning_rate": 0.000947542627883651, "loss": 1.9619, "theoretical_loss": 4.371940485306234, "tokens_seen": 204406784 }, { "epoch": 0.06, "learning_rate": 0.0009475225677031093, "loss": 1.8881, "theoretical_loss": 4.371766849386468, "tokens_seen": 204472320 }, { "epoch": 0.06, "learning_rate": 0.0009475025075225677, "loss": 1.9036, "theoretical_loss": 4.371593284687343, "tokens_seen": 204537856 }, { "epoch": 0.06, "learning_rate": 0.0009474824473420261, "loss": 1.7205, "theoretical_loss": 4.371419791156841, "tokens_seen": 204603392 }, { "epoch": 0.06, "learning_rate": 0.0009474623871614844, "loss": 1.8684, "theoretical_loss": 4.371246368742996, "tokens_seen": 204668928 }, { "epoch": 0.06, "learning_rate": 0.0009474423269809429, "loss": 2.0226, "theoretical_loss": 4.3710730173939005, "tokens_seen": 204734464 }, { "epoch": 0.06, "learning_rate": 0.0009474222668004012, "loss": 1.7672, "theoretical_loss": 4.3708997370577, "tokens_seen": 204800000 }, { "epoch": 0.06, "learning_rate": 0.0009474022066198596, "loss": 1.9649, "theoretical_loss": 4.370726527682593, "tokens_seen": 204865536 }, { "epoch": 0.06, "learning_rate": 0.000947382146439318, "loss": 1.9361, "theoretical_loss": 4.370553389216834, "tokens_seen": 204931072 }, { "epoch": 0.06, "learning_rate": 0.0009473620862587764, "loss": 1.8473, "theoretical_loss": 4.370380321608731, "tokens_seen": 204996608 }, { "epoch": 0.06, "learning_rate": 0.0009473420260782347, "loss": 1.978, "theoretical_loss": 4.370207324806645, "tokens_seen": 205062144 }, { "epoch": 0.06, "learning_rate": 0.0009473219658976932, "loss": 1.8565, "theoretical_loss": 4.370034398758996, "tokens_seen": 205127680 }, { "epoch": 0.06, "learning_rate": 0.0009473019057171515, "loss": 1.7406, "theoretical_loss": 4.369861543414251, "tokens_seen": 205193216 }, { "epoch": 0.06, "learning_rate": 0.0009472818455366099, "loss": 2.0285, "theoretical_loss": 4.369688758720937, "tokens_seen": 205258752 }, { "epoch": 0.06, "learning_rate": 0.0009472617853560682, "loss": 1.851, "theoretical_loss": 4.36951604462763, "tokens_seen": 205324288 }, { "epoch": 0.06, "learning_rate": 0.0009472417251755266, "loss": 1.8151, "theoretical_loss": 4.369343401082966, "tokens_seen": 205389824 }, { "epoch": 0.06, "learning_rate": 0.000947221664994985, "loss": 1.7439, "theoretical_loss": 4.369170828035628, "tokens_seen": 205455360 }, { "epoch": 0.06, "learning_rate": 0.0009472016048144434, "loss": 1.8962, "theoretical_loss": 4.368998325434355, "tokens_seen": 205520896 }, { "epoch": 0.06, "learning_rate": 0.0009471815446339017, "loss": 1.8172, "theoretical_loss": 4.368825893227943, "tokens_seen": 205586432 }, { "epoch": 0.06, "learning_rate": 0.0009471614844533601, "loss": 1.7986, "theoretical_loss": 4.368653531365237, "tokens_seen": 205651968 }, { "epoch": 0.06, "learning_rate": 0.0009471414242728185, "loss": 1.8557, "theoretical_loss": 4.3684812397951385, "tokens_seen": 205717504 }, { "epoch": 0.06, "learning_rate": 0.0009471213640922769, "loss": 1.7482, "theoretical_loss": 4.3683090184666, "tokens_seen": 205783040 }, { "epoch": 0.06, "learning_rate": 0.0009471013039117352, "loss": 1.7962, "theoretical_loss": 4.368136867328628, "tokens_seen": 205848576 }, { "epoch": 0.06, "learning_rate": 0.0009470812437311937, "loss": 1.7665, "theoretical_loss": 4.367964786330285, "tokens_seen": 205914112 }, { "epoch": 0.06, "learning_rate": 0.0009470611835506519, "loss": 1.8658, "theoretical_loss": 4.367792775420682, "tokens_seen": 205979648 }, { "epoch": 0.06, "learning_rate": 0.0009470411233701104, "loss": 1.7218, "theoretical_loss": 4.367620834548987, "tokens_seen": 206045184 }, { "epoch": 0.06, "learning_rate": 0.0009470210631895687, "loss": 1.8305, "theoretical_loss": 4.367448963664419, "tokens_seen": 206110720 }, { "epoch": 0.06, "learning_rate": 0.0009470010030090271, "loss": 1.8604, "theoretical_loss": 4.367277162716249, "tokens_seen": 206176256 }, { "epoch": 0.06, "learning_rate": 0.0009469809428284855, "loss": 1.8282, "theoretical_loss": 4.367105431653806, "tokens_seen": 206241792 }, { "epoch": 0.06, "learning_rate": 0.0009469608826479439, "loss": 1.8322, "theoretical_loss": 4.3669337704264635, "tokens_seen": 206307328 }, { "epoch": 0.06, "learning_rate": 0.0009469408224674022, "loss": 1.891, "theoretical_loss": 4.366762178983656, "tokens_seen": 206372864 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.4905458092689514, "objective/train/docs_used": 81724, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7321252822875977, "objective/train/original_loss": 1.7321252822875977, "objective/train/theoretical_loss": 4.366590657274865, "objective/train/tokens_used": 226898400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24100235104560852, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502796173095703, "objective/train/weighted_lm_loss": 1.8194676637649536, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 4.366590657274865, "tokens_seen": 206438400 }, { "epoch": 0.06, "learning_rate": 0.0009469207622868607, "loss": 1.82, "theoretical_loss": 4.366590657274865, "tokens_seen": 206438400 }, { "epoch": 0.06, "learning_rate": 0.0009469007021063189, "loss": 1.8988, "theoretical_loss": 4.366419205249628, "tokens_seen": 206503936 }, { "epoch": 0.06, "learning_rate": 0.0009468806419257774, "loss": 1.9824, "theoretical_loss": 4.366247822857533, "tokens_seen": 206569472 }, { "epoch": 0.06, "learning_rate": 0.0009468605817452357, "loss": 1.8839, "theoretical_loss": 4.36607651004822, "tokens_seen": 206635008 }, { "epoch": 0.06, "learning_rate": 0.0009468405215646941, "loss": 1.8377, "theoretical_loss": 4.365905266771383, "tokens_seen": 206700544 }, { "epoch": 0.06, "learning_rate": 0.0009468204613841525, "loss": 1.9625, "theoretical_loss": 4.36573409297677, "tokens_seen": 206766080 }, { "epoch": 0.06, "learning_rate": 0.0009468004012036108, "loss": 1.7877, "theoretical_loss": 4.365562988614176, "tokens_seen": 206831616 }, { "epoch": 0.06, "learning_rate": 0.0009467803410230692, "loss": 1.9814, "theoretical_loss": 4.365391953633453, "tokens_seen": 206897152 }, { "epoch": 0.06, "learning_rate": 0.0009467602808425277, "loss": 1.8504, "theoretical_loss": 4.365220987984502, "tokens_seen": 206962688 }, { "epoch": 0.06, "learning_rate": 0.0009467402206619859, "loss": 1.5948, "theoretical_loss": 4.365050091617277, "tokens_seen": 207028224 }, { "epoch": 0.06, "learning_rate": 0.0009467201604814444, "loss": 1.8719, "theoretical_loss": 4.364879264481787, "tokens_seen": 207093760 }, { "epoch": 0.06, "learning_rate": 0.0009467001003009026, "loss": 1.9276, "theoretical_loss": 4.364708506528087, "tokens_seen": 207159296 }, { "epoch": 0.06, "learning_rate": 0.0009466800401203611, "loss": 1.7526, "theoretical_loss": 4.364537817706289, "tokens_seen": 207224832 }, { "epoch": 0.06, "learning_rate": 0.0009466599799398195, "loss": 1.8202, "theoretical_loss": 4.364367197966552, "tokens_seen": 207290368 }, { "epoch": 0.06, "learning_rate": 0.0009466399197592778, "loss": 1.7798, "theoretical_loss": 4.364196647259092, "tokens_seen": 207355904 }, { "epoch": 0.06, "learning_rate": 0.0009466198595787362, "loss": 1.8522, "theoretical_loss": 4.364026165534174, "tokens_seen": 207421440 }, { "epoch": 0.06, "learning_rate": 0.0009465997993981947, "loss": 1.7636, "theoretical_loss": 4.363855752742112, "tokens_seen": 207486976 }, { "epoch": 0.06, "learning_rate": 0.0009465797392176529, "loss": 1.9009, "theoretical_loss": 4.363685408833276, "tokens_seen": 207552512 }, { "epoch": 0.06, "learning_rate": 0.0009465596790371114, "loss": 1.9654, "theoretical_loss": 4.363515133758084, "tokens_seen": 207618048 }, { "epoch": 0.06, "learning_rate": 0.0009465396188565697, "loss": 1.9998, "theoretical_loss": 4.363344927467009, "tokens_seen": 207683584 }, { "epoch": 0.06, "learning_rate": 0.0009465195586760281, "loss": 1.9099, "theoretical_loss": 4.36317478991057, "tokens_seen": 207749120 }, { "epoch": 0.06, "learning_rate": 0.0009464994984954865, "loss": 1.8827, "theoretical_loss": 4.363004721039341, "tokens_seen": 207814656 }, { "epoch": 0.06, "learning_rate": 0.0009464794383149448, "loss": 1.8781, "theoretical_loss": 4.3628347208039475, "tokens_seen": 207880192 }, { "epoch": 0.06, "learning_rate": 0.0009464593781344032, "loss": 1.7533, "theoretical_loss": 4.362664789155063, "tokens_seen": 207945728 }, { "epoch": 0.06, "learning_rate": 0.0009464393179538616, "loss": 1.661, "theoretical_loss": 4.362494926043414, "tokens_seen": 208011264 }, { "epoch": 0.06, "learning_rate": 0.0009464192577733199, "loss": 1.7946, "theoretical_loss": 4.362325131419779, "tokens_seen": 208076800 }, { "epoch": 0.06, "learning_rate": 0.0009463991975927784, "loss": 1.9939, "theoretical_loss": 4.362155405234985, "tokens_seen": 208142336 }, { "epoch": 0.06, "learning_rate": 0.0009463791374122367, "loss": 1.8894, "theoretical_loss": 4.361985747439911, "tokens_seen": 208207872 }, { "epoch": 0.06, "learning_rate": 0.0009463590772316951, "loss": 1.9331, "theoretical_loss": 4.361816157985485, "tokens_seen": 208273408 }, { "epoch": 0.06, "learning_rate": 0.0009463390170511535, "loss": 1.8647, "theoretical_loss": 4.361646636822689, "tokens_seen": 208338944 }, { "epoch": 0.06, "learning_rate": 0.0009463189568706119, "loss": 2.0205, "theoretical_loss": 4.361477183902554, "tokens_seen": 208404480 }, { "epoch": 0.06, "learning_rate": 0.0009462988966900702, "loss": 1.8844, "theoretical_loss": 4.361307799176159, "tokens_seen": 208470016 }, { "epoch": 0.06, "learning_rate": 0.0009462788365095286, "loss": 1.8218, "theoretical_loss": 4.361138482594637, "tokens_seen": 208535552 }, { "epoch": 0.06, "learning_rate": 0.0009462587763289869, "loss": 1.8755, "theoretical_loss": 4.360969234109169, "tokens_seen": 208601088 }, { "epoch": 0.06, "learning_rate": 0.0009462387161484454, "loss": 1.8704, "theoretical_loss": 4.360800053670989, "tokens_seen": 208666624 }, { "epoch": 0.06, "learning_rate": 0.0009462186559679037, "loss": 1.7776, "theoretical_loss": 4.360630941231378, "tokens_seen": 208732160 }, { "epoch": 0.06, "learning_rate": 0.0009461985957873621, "loss": 1.7952, "theoretical_loss": 4.360461896741668, "tokens_seen": 208797696 }, { "epoch": 0.06, "learning_rate": 0.0009461785356068204, "loss": 1.8615, "theoretical_loss": 4.360292920153244, "tokens_seen": 208863232 }, { "epoch": 0.06, "learning_rate": 0.0009461584754262789, "loss": 1.8697, "theoretical_loss": 4.360124011417536, "tokens_seen": 208928768 }, { "epoch": 0.06, "learning_rate": 0.0009461384152457372, "loss": 1.9524, "theoretical_loss": 4.359955170486029, "tokens_seen": 208994304 }, { "epoch": 0.06, "learning_rate": 0.0009461183550651956, "loss": 1.7694, "theoretical_loss": 4.359786397310254, "tokens_seen": 209059840 }, { "epoch": 0.06, "learning_rate": 0.000946098294884654, "loss": 1.7871, "theoretical_loss": 4.359617691841795, "tokens_seen": 209125376 }, { "epoch": 0.06, "learning_rate": 0.0009460782347041123, "loss": 1.9203, "theoretical_loss": 4.359449054032282, "tokens_seen": 209190912 }, { "epoch": 0.06, "learning_rate": 0.0009460581745235707, "loss": 1.8939, "theoretical_loss": 4.3592804838334, "tokens_seen": 209256448 }, { "epoch": 0.06, "learning_rate": 0.0009460381143430291, "loss": 1.7299, "theoretical_loss": 4.359111981196877, "tokens_seen": 209321984 }, { "epoch": 0.06, "learning_rate": 0.0009460180541624874, "loss": 1.9227, "theoretical_loss": 4.358943546074497, "tokens_seen": 209387520 }, { "epoch": 0.06, "learning_rate": 0.0009459979939819459, "loss": 1.8355, "theoretical_loss": 4.358775178418089, "tokens_seen": 209453056 }, { "epoch": 0.06, "learning_rate": 0.0009459779338014042, "loss": 1.9658, "theoretical_loss": 4.358606878179533, "tokens_seen": 209518592 }, { "epoch": 0.06, "learning_rate": 0.0009459578736208626, "loss": 1.8921, "theoretical_loss": 4.358438645310758, "tokens_seen": 209584128 }, { "epoch": 0.06, "learning_rate": 0.0009459378134403211, "loss": 1.7757, "theoretical_loss": 4.3582704797637435, "tokens_seen": 209649664 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.49177494645118713, "objective/train/docs_used": 82917, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6986033916473389, "objective/train/original_loss": 1.6986033916473389, "objective/train/theoretical_loss": 4.358102381490517, "objective/train/tokens_used": 230175200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24229730665683746, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050409197807312, "objective/train/weighted_lm_loss": 1.7842323780059814, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.358102381490517, "tokens_seen": 209715200 }, { "epoch": 0.06, "learning_rate": 0.0009459177532597793, "loss": 1.8477, "theoretical_loss": 4.358102381490517, "tokens_seen": 209715200 }, { "epoch": 0.06, "learning_rate": 0.0009458976930792378, "loss": 1.8678, "theoretical_loss": 4.357934350443156, "tokens_seen": 209780736 }, { "epoch": 0.06, "learning_rate": 0.0009458776328986961, "loss": 1.8636, "theoretical_loss": 4.357766386573785, "tokens_seen": 209846272 }, { "epoch": 0.06, "learning_rate": 0.0009458575727181545, "loss": 1.8975, "theoretical_loss": 4.357598489834581, "tokens_seen": 209911808 }, { "epoch": 0.06, "learning_rate": 0.0009458375125376129, "loss": 1.8138, "theoretical_loss": 4.3574306601777675, "tokens_seen": 209977344 }, { "epoch": 0.06, "learning_rate": 0.0009458174523570712, "loss": 1.8093, "theoretical_loss": 4.357262897555617, "tokens_seen": 210042880 }, { "epoch": 0.06, "learning_rate": 0.0009457973921765296, "loss": 1.8011, "theoretical_loss": 4.357095201920452, "tokens_seen": 210108416 }, { "epoch": 0.06, "learning_rate": 0.0009457773319959881, "loss": 1.7639, "theoretical_loss": 4.356927573224643, "tokens_seen": 210173952 }, { "epoch": 0.06, "learning_rate": 0.0009457572718154463, "loss": 1.7829, "theoretical_loss": 4.356760011420608, "tokens_seen": 210239488 }, { "epoch": 0.06, "learning_rate": 0.0009457372116349048, "loss": 1.9724, "theoretical_loss": 4.356592516460817, "tokens_seen": 210305024 }, { "epoch": 0.06, "learning_rate": 0.000945717151454363, "loss": 1.992, "theoretical_loss": 4.356425088297786, "tokens_seen": 210370560 }, { "epoch": 0.06, "learning_rate": 0.0009456970912738215, "loss": 1.8751, "theoretical_loss": 4.3562577268840785, "tokens_seen": 210436096 }, { "epoch": 0.06, "learning_rate": 0.0009456770310932799, "loss": 1.9101, "theoretical_loss": 4.3560904321723095, "tokens_seen": 210501632 }, { "epoch": 0.06, "learning_rate": 0.0009456569709127382, "loss": 1.9617, "theoretical_loss": 4.355923204115141, "tokens_seen": 210567168 }, { "epoch": 0.06, "learning_rate": 0.0009456369107321966, "loss": 1.9317, "theoretical_loss": 4.3557560426652815, "tokens_seen": 210632704 }, { "epoch": 0.06, "learning_rate": 0.0009456168505516551, "loss": 1.7983, "theoretical_loss": 4.355588947775491, "tokens_seen": 210698240 }, { "epoch": 0.06, "learning_rate": 0.0009455967903711133, "loss": 1.8471, "theoretical_loss": 4.355421919398576, "tokens_seen": 210763776 }, { "epoch": 0.06, "learning_rate": 0.0009455767301905718, "loss": 1.8127, "theoretical_loss": 4.35525495748739, "tokens_seen": 210829312 }, { "epoch": 0.06, "learning_rate": 0.00094555667001003, "loss": 1.8958, "theoretical_loss": 4.355088061994837, "tokens_seen": 210894848 }, { "epoch": 0.06, "learning_rate": 0.0009455366098294885, "loss": 1.9029, "theoretical_loss": 4.354921232873868, "tokens_seen": 210960384 }, { "epoch": 0.06, "learning_rate": 0.0009455165496489469, "loss": 1.876, "theoretical_loss": 4.354754470077481, "tokens_seen": 211025920 }, { "epoch": 0.06, "learning_rate": 0.0009454964894684052, "loss": 1.9396, "theoretical_loss": 4.354587773558722, "tokens_seen": 211091456 }, { "epoch": 0.06, "learning_rate": 0.0009454764292878636, "loss": 1.8428, "theoretical_loss": 4.354421143270687, "tokens_seen": 211156992 }, { "epoch": 0.06, "learning_rate": 0.000945456369107322, "loss": 1.7118, "theoretical_loss": 4.354254579166517, "tokens_seen": 211222528 }, { "epoch": 0.06, "learning_rate": 0.0009454363089267803, "loss": 1.8104, "theoretical_loss": 4.354088081199402, "tokens_seen": 211288064 }, { "epoch": 0.06, "learning_rate": 0.0009454162487462388, "loss": 1.8452, "theoretical_loss": 4.353921649322579, "tokens_seen": 211353600 }, { "epoch": 0.06, "learning_rate": 0.0009453961885656971, "loss": 1.8087, "theoretical_loss": 4.353755283489334, "tokens_seen": 211419136 }, { "epoch": 0.06, "learning_rate": 0.0009453761283851555, "loss": 1.8845, "theoretical_loss": 4.353588983652999, "tokens_seen": 211484672 }, { "epoch": 0.06, "learning_rate": 0.0009453560682046139, "loss": 1.8368, "theoretical_loss": 4.3534227497669535, "tokens_seen": 211550208 }, { "epoch": 0.06, "learning_rate": 0.0009453360080240723, "loss": 1.9266, "theoretical_loss": 4.353256581784625, "tokens_seen": 211615744 }, { "epoch": 0.06, "learning_rate": 0.0009453159478435306, "loss": 1.7949, "theoretical_loss": 4.353090479659488, "tokens_seen": 211681280 }, { "epoch": 0.06, "learning_rate": 0.000945295887662989, "loss": 1.8264, "theoretical_loss": 4.3529244433450645, "tokens_seen": 211746816 }, { "epoch": 0.06, "learning_rate": 0.0009452758274824473, "loss": 1.7892, "theoretical_loss": 4.352758472794923, "tokens_seen": 211812352 }, { "epoch": 0.06, "learning_rate": 0.0009452557673019058, "loss": 1.8234, "theoretical_loss": 4.35259256796268, "tokens_seen": 211877888 }, { "epoch": 0.06, "learning_rate": 0.0009452357071213641, "loss": 1.8501, "theoretical_loss": 4.352426728801999, "tokens_seen": 211943424 }, { "epoch": 0.06, "learning_rate": 0.0009452156469408225, "loss": 1.8889, "theoretical_loss": 4.352260955266589, "tokens_seen": 212008960 }, { "epoch": 0.06, "learning_rate": 0.0009451955867602808, "loss": 1.9609, "theoretical_loss": 4.352095247310208, "tokens_seen": 212074496 }, { "epoch": 0.06, "learning_rate": 0.0009451755265797393, "loss": 1.7887, "theoretical_loss": 4.351929604886658, "tokens_seen": 212140032 }, { "epoch": 0.06, "learning_rate": 0.0009451554663991976, "loss": 1.8833, "theoretical_loss": 4.351764027949793, "tokens_seen": 212205568 }, { "epoch": 0.06, "learning_rate": 0.000945135406218656, "loss": 1.9028, "theoretical_loss": 4.3515985164535085, "tokens_seen": 212271104 }, { "epoch": 0.06, "learning_rate": 0.0009451153460381143, "loss": 1.8628, "theoretical_loss": 4.351433070351748, "tokens_seen": 212336640 }, { "epoch": 0.06, "learning_rate": 0.0009450952858575727, "loss": 1.9107, "theoretical_loss": 4.351267689598503, "tokens_seen": 212402176 }, { "epoch": 0.06, "learning_rate": 0.0009450752256770311, "loss": 1.9297, "theoretical_loss": 4.3511023741478105, "tokens_seen": 212467712 }, { "epoch": 0.06, "learning_rate": 0.0009450551654964895, "loss": 1.8527, "theoretical_loss": 4.350937123953755, "tokens_seen": 212533248 }, { "epoch": 0.06, "learning_rate": 0.0009450351053159478, "loss": 1.8359, "theoretical_loss": 4.350771938970466, "tokens_seen": 212598784 }, { "epoch": 0.06, "learning_rate": 0.0009450150451354063, "loss": 1.9545, "theoretical_loss": 4.35060681915212, "tokens_seen": 212664320 }, { "epoch": 0.06, "learning_rate": 0.0009449949849548646, "loss": 1.6537, "theoretical_loss": 4.35044176445294, "tokens_seen": 212729856 }, { "epoch": 0.06, "learning_rate": 0.000944974924774323, "loss": 1.9184, "theoretical_loss": 4.350276774827195, "tokens_seen": 212795392 }, { "epoch": 0.06, "learning_rate": 0.0009449548645937814, "loss": 1.7896, "theoretical_loss": 4.350111850229202, "tokens_seen": 212860928 }, { "epoch": 0.06, "learning_rate": 0.0009449348044132397, "loss": 1.8893, "theoretical_loss": 4.3499469906133195, "tokens_seen": 212926464 }, { "epoch": 0.06, "objective/train/advantage_avg": 0.49271607398986816, "objective/train/docs_used": 84140, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6249154806137085, "objective/train/original_loss": 1.624915599822998, "objective/train/theoretical_loss": 4.349782195933957, "objective/train/tokens_used": 233452000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24310225248336792, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505075454711914, "objective/train/weighted_lm_loss": 1.7071648836135864, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.349782195933957, "tokens_seen": 212992000 }, { "epoch": 0.06, "learning_rate": 0.0009449147442326981, "loss": 1.723, "theoretical_loss": 4.349782195933957, "tokens_seen": 212992000 }, { "epoch": 0.06, "learning_rate": 0.0009448946840521565, "loss": 1.7778, "theoretical_loss": 4.349617466145568, "tokens_seen": 213057536 }, { "epoch": 0.06, "learning_rate": 0.0009448746238716148, "loss": 1.7859, "theoretical_loss": 4.34945280120265, "tokens_seen": 213123072 }, { "epoch": 0.06, "learning_rate": 0.0009448545636910733, "loss": 1.8328, "theoretical_loss": 4.349288201059751, "tokens_seen": 213188608 }, { "epoch": 0.06, "learning_rate": 0.0009448345035105315, "loss": 1.7755, "theoretical_loss": 4.34912366567146, "tokens_seen": 213254144 }, { "epoch": 0.06, "learning_rate": 0.00094481444332999, "loss": 1.9151, "theoretical_loss": 4.348959194992415, "tokens_seen": 213319680 }, { "epoch": 0.06, "learning_rate": 0.0009447943831494484, "loss": 1.8385, "theoretical_loss": 4.348794788977298, "tokens_seen": 213385216 }, { "epoch": 0.06, "learning_rate": 0.0009447743229689067, "loss": 1.8569, "theoretical_loss": 4.348630447580839, "tokens_seen": 213450752 }, { "epoch": 0.06, "learning_rate": 0.0009447542627883651, "loss": 1.8746, "theoretical_loss": 4.34846617075781, "tokens_seen": 213516288 }, { "epoch": 0.06, "learning_rate": 0.0009447342026078234, "loss": 1.7508, "theoretical_loss": 4.34830195846303, "tokens_seen": 213581824 }, { "epoch": 0.06, "learning_rate": 0.0009447141424272818, "loss": 1.9108, "theoretical_loss": 4.348137810651366, "tokens_seen": 213647360 }, { "epoch": 0.06, "learning_rate": 0.0009446940822467403, "loss": 1.8, "theoretical_loss": 4.347973727277726, "tokens_seen": 213712896 }, { "epoch": 0.06, "learning_rate": 0.0009446740220661985, "loss": 1.8573, "theoretical_loss": 4.347809708297067, "tokens_seen": 213778432 }, { "epoch": 0.06, "learning_rate": 0.000944653961885657, "loss": 1.7998, "theoretical_loss": 4.347645753664389, "tokens_seen": 213843968 }, { "epoch": 0.06, "learning_rate": 0.0009446339017051154, "loss": 1.7913, "theoretical_loss": 4.347481863334738, "tokens_seen": 213909504 }, { "epoch": 0.06, "learning_rate": 0.0009446138415245737, "loss": 1.849, "theoretical_loss": 4.347318037263206, "tokens_seen": 213975040 }, { "epoch": 0.06, "learning_rate": 0.0009445937813440321, "loss": 1.8244, "theoretical_loss": 4.34715427540493, "tokens_seen": 214040576 }, { "epoch": 0.06, "learning_rate": 0.0009445737211634905, "loss": 1.8991, "theoretical_loss": 4.34699057771509, "tokens_seen": 214106112 }, { "epoch": 0.06, "learning_rate": 0.0009445536609829488, "loss": 1.8225, "theoretical_loss": 4.346826944148912, "tokens_seen": 214171648 }, { "epoch": 0.06, "learning_rate": 0.0009445336008024073, "loss": 1.8634, "theoretical_loss": 4.346663374661669, "tokens_seen": 214237184 }, { "epoch": 0.06, "learning_rate": 0.0009445135406218655, "loss": 1.8842, "theoretical_loss": 4.346499869208676, "tokens_seen": 214302720 }, { "epoch": 0.06, "learning_rate": 0.000944493480441324, "loss": 1.888, "theoretical_loss": 4.346336427745294, "tokens_seen": 214368256 }, { "epoch": 0.06, "learning_rate": 0.0009444734202607823, "loss": 1.8777, "theoretical_loss": 4.3461730502269305, "tokens_seen": 214433792 }, { "epoch": 0.06, "learning_rate": 0.0009444533600802407, "loss": 1.9699, "theoretical_loss": 4.346009736609034, "tokens_seen": 214499328 }, { "epoch": 0.07, "learning_rate": 0.0009444332998996992, "loss": 1.7312, "theoretical_loss": 4.345846486847099, "tokens_seen": 214564864 }, { "epoch": 0.07, "learning_rate": 0.0009444132397191575, "loss": 1.89, "theoretical_loss": 4.345683300896668, "tokens_seen": 214630400 }, { "epoch": 0.07, "learning_rate": 0.0009443931795386159, "loss": 1.7744, "theoretical_loss": 4.345520178713323, "tokens_seen": 214695936 }, { "epoch": 0.07, "learning_rate": 0.0009443731193580743, "loss": 1.8952, "theoretical_loss": 4.345357120252692, "tokens_seen": 214761472 }, { "epoch": 0.07, "learning_rate": 0.0009443530591775327, "loss": 1.988, "theoretical_loss": 4.34519412547045, "tokens_seen": 214827008 }, { "epoch": 0.07, "learning_rate": 0.000944332998996991, "loss": 1.908, "theoretical_loss": 4.345031194322313, "tokens_seen": 214892544 }, { "epoch": 0.07, "learning_rate": 0.0009443129388164494, "loss": 1.9555, "theoretical_loss": 4.344868326764045, "tokens_seen": 214958080 }, { "epoch": 0.07, "learning_rate": 0.0009442928786359077, "loss": 1.9617, "theoretical_loss": 4.344705522751449, "tokens_seen": 215023616 }, { "epoch": 0.07, "learning_rate": 0.0009442728184553662, "loss": 1.8555, "theoretical_loss": 4.344542782240376, "tokens_seen": 215089152 }, { "epoch": 0.07, "learning_rate": 0.0009442527582748245, "loss": 1.8447, "theoretical_loss": 4.344380105186721, "tokens_seen": 215154688 }, { "epoch": 0.07, "learning_rate": 0.0009442326980942829, "loss": 1.8825, "theoretical_loss": 4.344217491546422, "tokens_seen": 215220224 }, { "epoch": 0.07, "learning_rate": 0.0009442126379137412, "loss": 2.0065, "theoretical_loss": 4.344054941275459, "tokens_seen": 215285760 }, { "epoch": 0.07, "learning_rate": 0.0009441925777331997, "loss": 1.8606, "theoretical_loss": 4.343892454329863, "tokens_seen": 215351296 }, { "epoch": 0.07, "learning_rate": 0.000944172517552658, "loss": 1.8549, "theoretical_loss": 4.343730030665699, "tokens_seen": 215416832 }, { "epoch": 0.07, "learning_rate": 0.0009441524573721164, "loss": 1.691, "theoretical_loss": 4.343567670239084, "tokens_seen": 215482368 }, { "epoch": 0.07, "learning_rate": 0.0009441323971915747, "loss": 1.7313, "theoretical_loss": 4.343405373006175, "tokens_seen": 215547904 }, { "epoch": 0.07, "learning_rate": 0.0009441123370110331, "loss": 1.9053, "theoretical_loss": 4.343243138923173, "tokens_seen": 215613440 }, { "epoch": 0.07, "learning_rate": 0.0009440922768304915, "loss": 2.0116, "theoretical_loss": 4.343080967946323, "tokens_seen": 215678976 }, { "epoch": 0.07, "learning_rate": 0.0009440722166499499, "loss": 1.9259, "theoretical_loss": 4.342918860031914, "tokens_seen": 215744512 }, { "epoch": 0.07, "learning_rate": 0.0009440521564694082, "loss": 1.7324, "theoretical_loss": 4.342756815136278, "tokens_seen": 215810048 }, { "epoch": 0.07, "learning_rate": 0.0009440320962888667, "loss": 1.9033, "theoretical_loss": 4.3425948332157915, "tokens_seen": 215875584 }, { "epoch": 0.07, "learning_rate": 0.000944012036108325, "loss": 1.7331, "theoretical_loss": 4.3424329142268725, "tokens_seen": 215941120 }, { "epoch": 0.07, "learning_rate": 0.0009439919759277834, "loss": 1.7929, "theoretical_loss": 4.342271058125983, "tokens_seen": 216006656 }, { "epoch": 0.07, "learning_rate": 0.0009439719157472418, "loss": 1.9002, "theoretical_loss": 4.342109264869631, "tokens_seen": 216072192 }, { "epoch": 0.07, "learning_rate": 0.0009439518555667001, "loss": 1.9297, "theoretical_loss": 4.341947534414364, "tokens_seen": 216137728 }, { "epoch": 0.07, "learning_rate": 0.0009439317953861585, "loss": 1.83, "theoretical_loss": 4.341785866716774, "tokens_seen": 216203264 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4911940395832062, "objective/train/docs_used": 85191, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.79802668094635, "objective/train/original_loss": 1.79802668094635, "objective/train/theoretical_loss": 4.341624261733497, "objective/train/tokens_used": 236728800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24179859459400177, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503485202789307, "objective/train/weighted_lm_loss": 1.8884522914886475, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.341624261733497, "tokens_seen": 216268800 }, { "epoch": 0.07, "learning_rate": 0.000943911735205617, "loss": 1.8136, "theoretical_loss": 4.341624261733497, "tokens_seen": 216268800 }, { "epoch": 0.07, "learning_rate": 0.0009438916750250752, "loss": 1.8533, "theoretical_loss": 4.341462719421211, "tokens_seen": 216334336 }, { "epoch": 0.07, "learning_rate": 0.0009438716148445337, "loss": 1.8464, "theoretical_loss": 4.341301239736639, "tokens_seen": 216399872 }, { "epoch": 0.07, "learning_rate": 0.0009438515546639919, "loss": 1.9912, "theoretical_loss": 4.341139822636544, "tokens_seen": 216465408 }, { "epoch": 0.07, "learning_rate": 0.0009438314944834504, "loss": 1.8442, "theoretical_loss": 4.340978468077735, "tokens_seen": 216530944 }, { "epoch": 0.07, "learning_rate": 0.0009438114343029088, "loss": 1.9045, "theoretical_loss": 4.34081717601706, "tokens_seen": 216596480 }, { "epoch": 0.07, "learning_rate": 0.0009437913741223671, "loss": 1.7926, "theoretical_loss": 4.340655946411413, "tokens_seen": 216662016 }, { "epoch": 0.07, "learning_rate": 0.0009437713139418255, "loss": 1.896, "theoretical_loss": 4.340494779217732, "tokens_seen": 216727552 }, { "epoch": 0.07, "learning_rate": 0.0009437512537612838, "loss": 1.8232, "theoretical_loss": 4.340333674392992, "tokens_seen": 216793088 }, { "epoch": 0.07, "learning_rate": 0.0009437311935807422, "loss": 1.9165, "theoretical_loss": 4.340172631894218, "tokens_seen": 216858624 }, { "epoch": 0.07, "learning_rate": 0.0009437111334002007, "loss": 1.9249, "theoretical_loss": 4.340011651678472, "tokens_seen": 216924160 }, { "epoch": 0.07, "learning_rate": 0.0009436910732196589, "loss": 1.757, "theoretical_loss": 4.33985073370286, "tokens_seen": 216989696 }, { "epoch": 0.07, "learning_rate": 0.0009436710130391174, "loss": 1.8661, "theoretical_loss": 4.339689877924531, "tokens_seen": 217055232 }, { "epoch": 0.07, "learning_rate": 0.0009436509528585758, "loss": 1.8468, "theoretical_loss": 4.339529084300676, "tokens_seen": 217120768 }, { "epoch": 0.07, "learning_rate": 0.0009436308926780341, "loss": 1.8, "theoretical_loss": 4.339368352788531, "tokens_seen": 217186304 }, { "epoch": 0.07, "learning_rate": 0.0009436108324974925, "loss": 1.8137, "theoretical_loss": 4.339207683345369, "tokens_seen": 217251840 }, { "epoch": 0.07, "learning_rate": 0.0009435907723169509, "loss": 1.8983, "theoretical_loss": 4.3390470759285105, "tokens_seen": 217317376 }, { "epoch": 0.07, "learning_rate": 0.0009435707121364092, "loss": 1.8911, "theoretical_loss": 4.338886530495314, "tokens_seen": 217382912 }, { "epoch": 0.07, "learning_rate": 0.0009435506519558677, "loss": 1.8343, "theoretical_loss": 4.338726047003183, "tokens_seen": 217448448 }, { "epoch": 0.07, "learning_rate": 0.0009435305917753259, "loss": 1.797, "theoretical_loss": 4.338565625409563, "tokens_seen": 217513984 }, { "epoch": 0.07, "learning_rate": 0.0009435105315947844, "loss": 1.8644, "theoretical_loss": 4.338405265671941, "tokens_seen": 217579520 }, { "epoch": 0.07, "learning_rate": 0.0009434904714142427, "loss": 1.6793, "theoretical_loss": 4.338244967747844, "tokens_seen": 217645056 }, { "epoch": 0.07, "learning_rate": 0.0009434704112337011, "loss": 1.834, "theoretical_loss": 4.338084731594844, "tokens_seen": 217710592 }, { "epoch": 0.07, "learning_rate": 0.0009434503510531595, "loss": 1.7865, "theoretical_loss": 4.3379245571705525, "tokens_seen": 217776128 }, { "epoch": 0.07, "learning_rate": 0.0009434302908726179, "loss": 1.7227, "theoretical_loss": 4.337764444432625, "tokens_seen": 217841664 }, { "epoch": 0.07, "learning_rate": 0.0009434102306920762, "loss": 1.8882, "theoretical_loss": 4.337604393338758, "tokens_seen": 217907200 }, { "epoch": 0.07, "learning_rate": 0.0009433901705115347, "loss": 1.8603, "theoretical_loss": 4.337444403846687, "tokens_seen": 217972736 }, { "epoch": 0.07, "learning_rate": 0.000943370110330993, "loss": 1.9331, "theoretical_loss": 4.3372844759141955, "tokens_seen": 218038272 }, { "epoch": 0.07, "learning_rate": 0.0009433500501504514, "loss": 1.7618, "theoretical_loss": 4.337124609499101, "tokens_seen": 218103808 }, { "epoch": 0.07, "learning_rate": 0.0009433299899699097, "loss": 1.8607, "theoretical_loss": 4.336964804559269, "tokens_seen": 218169344 }, { "epoch": 0.07, "learning_rate": 0.0009433099297893681, "loss": 1.8718, "theoretical_loss": 4.336805061052601, "tokens_seen": 218234880 }, { "epoch": 0.07, "learning_rate": 0.0009432898696088265, "loss": 1.6282, "theoretical_loss": 4.336645378937046, "tokens_seen": 218300416 }, { "epoch": 0.07, "learning_rate": 0.0009432698094282849, "loss": 1.7722, "theoretical_loss": 4.336485758170589, "tokens_seen": 218365952 }, { "epoch": 0.07, "learning_rate": 0.0009432497492477432, "loss": 1.8395, "theoretical_loss": 4.336326198711259, "tokens_seen": 218431488 }, { "epoch": 0.07, "learning_rate": 0.0009432296890672016, "loss": 1.8712, "theoretical_loss": 4.336166700517125, "tokens_seen": 218497024 }, { "epoch": 0.07, "learning_rate": 0.00094320962888666, "loss": 1.8655, "theoretical_loss": 4.3360072635463, "tokens_seen": 218562560 }, { "epoch": 0.07, "learning_rate": 0.0009431895687061184, "loss": 1.989, "theoretical_loss": 4.335847887756934, "tokens_seen": 218628096 }, { "epoch": 0.07, "learning_rate": 0.0009431695085255767, "loss": 1.8191, "theoretical_loss": 4.335688573107221, "tokens_seen": 218693632 }, { "epoch": 0.07, "learning_rate": 0.0009431494483450351, "loss": 1.8258, "theoretical_loss": 4.3355293195553966, "tokens_seen": 218759168 }, { "epoch": 0.07, "learning_rate": 0.0009431293881644934, "loss": 1.8348, "theoretical_loss": 4.335370127059735, "tokens_seen": 218824704 }, { "epoch": 0.07, "learning_rate": 0.0009431093279839519, "loss": 1.7862, "theoretical_loss": 4.335210995578553, "tokens_seen": 218890240 }, { "epoch": 0.07, "learning_rate": 0.0009430892678034102, "loss": 1.8832, "theoretical_loss": 4.335051925070209, "tokens_seen": 218955776 }, { "epoch": 0.07, "learning_rate": 0.0009430692076228686, "loss": 1.8708, "theoretical_loss": 4.334892915493099, "tokens_seen": 219021312 }, { "epoch": 0.07, "learning_rate": 0.000943049147442327, "loss": 1.73, "theoretical_loss": 4.334733966805665, "tokens_seen": 219086848 }, { "epoch": 0.07, "learning_rate": 0.0009430290872617854, "loss": 1.9105, "theoretical_loss": 4.334575078966383, "tokens_seen": 219152384 }, { "epoch": 0.07, "learning_rate": 0.0009430090270812437, "loss": 1.8589, "theoretical_loss": 4.334416251933778, "tokens_seen": 219217920 }, { "epoch": 0.07, "learning_rate": 0.0009429889669007022, "loss": 1.8095, "theoretical_loss": 4.334257485666408, "tokens_seen": 219283456 }, { "epoch": 0.07, "learning_rate": 0.0009429689067201604, "loss": 1.9426, "theoretical_loss": 4.334098780122876, "tokens_seen": 219348992 }, { "epoch": 0.07, "learning_rate": 0.0009429488465396189, "loss": 1.9143, "theoretical_loss": 4.333940135261823, "tokens_seen": 219414528 }, { "epoch": 0.07, "learning_rate": 0.0009429287863590774, "loss": 1.8288, "theoretical_loss": 4.333781551041935, "tokens_seen": 219480064 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4948246479034424, "objective/train/docs_used": 86440, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6815640926361084, "objective/train/original_loss": 1.6815643310546875, "objective/train/theoretical_loss": 4.3336230274219325, "objective/train/tokens_used": 240005600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24505706131458282, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507283210754395, "objective/train/weighted_lm_loss": 1.7667181491851807, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.3336230274219325, "tokens_seen": 219545600 }, { "epoch": 0.07, "learning_rate": 0.0009429087261785356, "loss": 1.7774, "theoretical_loss": 4.3336230274219325, "tokens_seen": 219545600 }, { "epoch": 0.07, "learning_rate": 0.0009428886659979941, "loss": 1.7581, "theoretical_loss": 4.333464564360581, "tokens_seen": 219611136 }, { "epoch": 0.07, "learning_rate": 0.0009428686058174523, "loss": 1.9298, "theoretical_loss": 4.333306161816684, "tokens_seen": 219676672 }, { "epoch": 0.07, "learning_rate": 0.0009428485456369108, "loss": 1.9582, "theoretical_loss": 4.333147819749085, "tokens_seen": 219742208 }, { "epoch": 0.07, "learning_rate": 0.0009428284854563692, "loss": 1.9185, "theoretical_loss": 4.332989538116671, "tokens_seen": 219807744 }, { "epoch": 0.07, "learning_rate": 0.0009428084252758275, "loss": 1.8663, "theoretical_loss": 4.332831316878364, "tokens_seen": 219873280 }, { "epoch": 0.07, "learning_rate": 0.0009427883650952859, "loss": 1.8499, "theoretical_loss": 4.332673155993131, "tokens_seen": 219938816 }, { "epoch": 0.07, "learning_rate": 0.0009427683049147442, "loss": 1.894, "theoretical_loss": 4.332515055419976, "tokens_seen": 220004352 }, { "epoch": 0.07, "learning_rate": 0.0009427482447342026, "loss": 1.7753, "theoretical_loss": 4.332357015117946, "tokens_seen": 220069888 }, { "epoch": 0.07, "learning_rate": 0.0009427281845536611, "loss": 1.8143, "theoretical_loss": 4.332199035046124, "tokens_seen": 220135424 }, { "epoch": 0.07, "learning_rate": 0.0009427081243731193, "loss": 1.7558, "theoretical_loss": 4.332041115163636, "tokens_seen": 220200960 }, { "epoch": 0.07, "learning_rate": 0.0009426880641925778, "loss": 1.8822, "theoretical_loss": 4.3318832554296485, "tokens_seen": 220266496 }, { "epoch": 0.07, "learning_rate": 0.0009426680040120362, "loss": 1.8592, "theoretical_loss": 4.3317254558033635, "tokens_seen": 220332032 }, { "epoch": 0.07, "learning_rate": 0.0009426479438314945, "loss": 1.9003, "theoretical_loss": 4.331567716244027, "tokens_seen": 220397568 }, { "epoch": 0.07, "learning_rate": 0.0009426278836509529, "loss": 1.9003, "theoretical_loss": 4.331410036710925, "tokens_seen": 220463104 }, { "epoch": 0.07, "learning_rate": 0.0009426078234704113, "loss": 1.792, "theoretical_loss": 4.331252417163379, "tokens_seen": 220528640 }, { "epoch": 0.07, "learning_rate": 0.0009425877632898696, "loss": 1.8564, "theoretical_loss": 4.331094857560754, "tokens_seen": 220594176 }, { "epoch": 0.07, "learning_rate": 0.0009425677031093281, "loss": 1.8892, "theoretical_loss": 4.330937357862453, "tokens_seen": 220659712 }, { "epoch": 0.07, "learning_rate": 0.0009425476429287863, "loss": 1.8259, "theoretical_loss": 4.330779918027919, "tokens_seen": 220725248 }, { "epoch": 0.07, "learning_rate": 0.0009425275827482448, "loss": 1.9108, "theoretical_loss": 4.330622538016635, "tokens_seen": 220790784 }, { "epoch": 0.07, "learning_rate": 0.0009425075225677031, "loss": 1.8322, "theoretical_loss": 4.330465217788122, "tokens_seen": 220856320 }, { "epoch": 0.07, "learning_rate": 0.0009424874623871615, "loss": 1.933, "theoretical_loss": 4.33030795730194, "tokens_seen": 220921856 }, { "epoch": 0.07, "learning_rate": 0.0009424674022066199, "loss": 1.808, "theoretical_loss": 4.330150756517692, "tokens_seen": 220987392 }, { "epoch": 0.07, "learning_rate": 0.0009424473420260783, "loss": 1.716, "theoretical_loss": 4.329993615395017, "tokens_seen": 221052928 }, { "epoch": 0.07, "learning_rate": 0.0009424272818455366, "loss": 1.8106, "theoretical_loss": 4.329836533893593, "tokens_seen": 221118464 }, { "epoch": 0.07, "learning_rate": 0.0009424072216649951, "loss": 1.9543, "theoretical_loss": 4.329679511973138, "tokens_seen": 221184000 }, { "epoch": 0.07, "learning_rate": 0.0009423871614844533, "loss": 1.8496, "theoretical_loss": 4.3295225495934115, "tokens_seen": 221249536 }, { "epoch": 0.07, "learning_rate": 0.0009423671013039118, "loss": 1.6599, "theoretical_loss": 4.3293656467142085, "tokens_seen": 221315072 }, { "epoch": 0.07, "learning_rate": 0.0009423470411233701, "loss": 1.8111, "theoretical_loss": 4.329208803295365, "tokens_seen": 221380608 }, { "epoch": 0.07, "learning_rate": 0.0009423269809428285, "loss": 1.734, "theoretical_loss": 4.329052019296754, "tokens_seen": 221446144 }, { "epoch": 0.07, "learning_rate": 0.0009423069207622869, "loss": 1.795, "theoretical_loss": 4.328895294678292, "tokens_seen": 221511680 }, { "epoch": 0.07, "learning_rate": 0.0009422868605817453, "loss": 1.9343, "theoretical_loss": 4.328738629399928, "tokens_seen": 221577216 }, { "epoch": 0.07, "learning_rate": 0.0009422668004012036, "loss": 1.7639, "theoretical_loss": 4.328582023421655, "tokens_seen": 221642752 }, { "epoch": 0.07, "learning_rate": 0.000942246740220662, "loss": 1.8256, "theoretical_loss": 4.328425476703503, "tokens_seen": 221708288 }, { "epoch": 0.07, "learning_rate": 0.0009422266800401204, "loss": 1.8873, "theoretical_loss": 4.32826898920554, "tokens_seen": 221773824 }, { "epoch": 0.07, "learning_rate": 0.0009422066198595788, "loss": 1.8476, "theoretical_loss": 4.328112560887875, "tokens_seen": 221839360 }, { "epoch": 0.07, "learning_rate": 0.0009421865596790371, "loss": 1.9737, "theoretical_loss": 4.327956191710651, "tokens_seen": 221904896 }, { "epoch": 0.07, "learning_rate": 0.0009421664994984955, "loss": 1.884, "theoretical_loss": 4.327799881634056, "tokens_seen": 221970432 }, { "epoch": 0.07, "learning_rate": 0.0009421464393179538, "loss": 1.8819, "theoretical_loss": 4.3276436306183115, "tokens_seen": 222035968 }, { "epoch": 0.07, "learning_rate": 0.0009421263791374123, "loss": 1.7373, "theoretical_loss": 4.327487438623679, "tokens_seen": 222101504 }, { "epoch": 0.07, "learning_rate": 0.0009421063189568706, "loss": 1.8465, "theoretical_loss": 4.32733130561046, "tokens_seen": 222167040 }, { "epoch": 0.07, "learning_rate": 0.000942086258776329, "loss": 1.7857, "theoretical_loss": 4.327175231538991, "tokens_seen": 222232576 }, { "epoch": 0.07, "learning_rate": 0.0009420661985957874, "loss": 1.7946, "theoretical_loss": 4.327019216369651, "tokens_seen": 222298112 }, { "epoch": 0.07, "learning_rate": 0.0009420461384152458, "loss": 1.8871, "theoretical_loss": 4.326863260062854, "tokens_seen": 222363648 }, { "epoch": 0.07, "learning_rate": 0.0009420260782347041, "loss": 1.7786, "theoretical_loss": 4.326707362579054, "tokens_seen": 222429184 }, { "epoch": 0.07, "learning_rate": 0.0009420060180541626, "loss": 1.7791, "theoretical_loss": 4.326551523878742, "tokens_seen": 222494720 }, { "epoch": 0.07, "learning_rate": 0.0009419859578736208, "loss": 1.7992, "theoretical_loss": 4.32639574392245, "tokens_seen": 222560256 }, { "epoch": 0.07, "learning_rate": 0.0009419658976930793, "loss": 1.735, "theoretical_loss": 4.326240022670743, "tokens_seen": 222625792 }, { "epoch": 0.07, "learning_rate": 0.0009419458375125376, "loss": 1.8356, "theoretical_loss": 4.326084360084229, "tokens_seen": 222691328 }, { "epoch": 0.07, "learning_rate": 0.000941925777331996, "loss": 1.72, "theoretical_loss": 4.325928756123551, "tokens_seen": 222756864 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4933840334415436, "objective/train/docs_used": 87601, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.578743815422058, "objective/train/original_loss": 1.5787436962127686, "objective/train/theoretical_loss": 4.325773210749392, "objective/train/tokens_used": 243282400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24385935068130493, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505781173706055, "objective/train/weighted_lm_loss": 1.658752679824829, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.325773210749392, "tokens_seen": 222822400 }, { "epoch": 0.07, "learning_rate": 0.0009419057171514544, "loss": 1.7028, "theoretical_loss": 4.325773210749392, "tokens_seen": 222822400 }, { "epoch": 0.07, "learning_rate": 0.0009418856569709127, "loss": 1.9186, "theoretical_loss": 4.325617723922472, "tokens_seen": 222887936 }, { "epoch": 0.07, "learning_rate": 0.0009418655967903711, "loss": 1.7035, "theoretical_loss": 4.325462295603547, "tokens_seen": 222953472 }, { "epoch": 0.07, "learning_rate": 0.0009418455366098296, "loss": 1.8367, "theoretical_loss": 4.325306925753415, "tokens_seen": 223019008 }, { "epoch": 0.07, "learning_rate": 0.0009418254764292878, "loss": 1.8699, "theoretical_loss": 4.325151614332908, "tokens_seen": 223084544 }, { "epoch": 0.07, "learning_rate": 0.0009418054162487463, "loss": 1.8548, "theoretical_loss": 4.324996361302899, "tokens_seen": 223150080 }, { "epoch": 0.07, "learning_rate": 0.0009417853560682045, "loss": 1.8911, "theoretical_loss": 4.324841166624294, "tokens_seen": 223215616 }, { "epoch": 0.07, "learning_rate": 0.000941765295887663, "loss": 1.8347, "theoretical_loss": 4.324686030258042, "tokens_seen": 223281152 }, { "epoch": 0.07, "learning_rate": 0.0009417452357071214, "loss": 1.8127, "theoretical_loss": 4.3245309521651265, "tokens_seen": 223346688 }, { "epoch": 0.07, "learning_rate": 0.0009417251755265797, "loss": 1.8398, "theoretical_loss": 4.324375932306568, "tokens_seen": 223412224 }, { "epoch": 0.07, "learning_rate": 0.0009417051153460381, "loss": 1.8697, "theoretical_loss": 4.324220970643426, "tokens_seen": 223477760 }, { "epoch": 0.07, "learning_rate": 0.0009416850551654966, "loss": 1.8429, "theoretical_loss": 4.324066067136798, "tokens_seen": 223543296 }, { "epoch": 0.07, "learning_rate": 0.0009416649949849548, "loss": 1.807, "theoretical_loss": 4.323911221747817, "tokens_seen": 223608832 }, { "epoch": 0.07, "learning_rate": 0.0009416449348044133, "loss": 1.9073, "theoretical_loss": 4.323756434437655, "tokens_seen": 223674368 }, { "epoch": 0.07, "learning_rate": 0.0009416248746238715, "loss": 1.7969, "theoretical_loss": 4.323601705167521, "tokens_seen": 223739904 }, { "epoch": 0.07, "learning_rate": 0.00094160481444333, "loss": 1.8434, "theoretical_loss": 4.323447033898661, "tokens_seen": 223805440 }, { "epoch": 0.07, "learning_rate": 0.0009415847542627884, "loss": 1.9763, "theoretical_loss": 4.323292420592356, "tokens_seen": 223870976 }, { "epoch": 0.07, "learning_rate": 0.0009415646940822467, "loss": 1.7727, "theoretical_loss": 4.323137865209928, "tokens_seen": 223936512 }, { "epoch": 0.07, "learning_rate": 0.0009415446339017051, "loss": 1.8935, "theoretical_loss": 4.322983367712735, "tokens_seen": 224002048 }, { "epoch": 0.07, "learning_rate": 0.0009415245737211635, "loss": 1.7683, "theoretical_loss": 4.322828928062171, "tokens_seen": 224067584 }, { "epoch": 0.07, "learning_rate": 0.0009415045135406218, "loss": 1.918, "theoretical_loss": 4.322674546219666, "tokens_seen": 224133120 }, { "epoch": 0.07, "learning_rate": 0.0009414844533600803, "loss": 1.8897, "theoretical_loss": 4.322520222146689, "tokens_seen": 224198656 }, { "epoch": 0.07, "learning_rate": 0.0009414643931795386, "loss": 1.811, "theoretical_loss": 4.322365955804749, "tokens_seen": 224264192 }, { "epoch": 0.07, "learning_rate": 0.000941444332998997, "loss": 1.8297, "theoretical_loss": 4.322211747155383, "tokens_seen": 224329728 }, { "epoch": 0.07, "learning_rate": 0.0009414242728184555, "loss": 1.8643, "theoretical_loss": 4.322057596160174, "tokens_seen": 224395264 }, { "epoch": 0.07, "learning_rate": 0.0009414042126379137, "loss": 1.6737, "theoretical_loss": 4.321903502780736, "tokens_seen": 224460800 }, { "epoch": 0.07, "learning_rate": 0.0009413841524573722, "loss": 1.8232, "theoretical_loss": 4.321749466978722, "tokens_seen": 224526336 }, { "epoch": 0.07, "learning_rate": 0.0009413640922768305, "loss": 1.7283, "theoretical_loss": 4.321595488715822, "tokens_seen": 224591872 }, { "epoch": 0.07, "learning_rate": 0.0009413440320962889, "loss": 1.8719, "theoretical_loss": 4.321441567953762, "tokens_seen": 224657408 }, { "epoch": 0.07, "learning_rate": 0.0009413239719157473, "loss": 1.8208, "theoretical_loss": 4.3212877046543055, "tokens_seen": 224722944 }, { "epoch": 0.07, "learning_rate": 0.0009413039117352057, "loss": 1.7285, "theoretical_loss": 4.32113389877925, "tokens_seen": 224788480 }, { "epoch": 0.07, "learning_rate": 0.000941283851554664, "loss": 1.7993, "theoretical_loss": 4.320980150290432, "tokens_seen": 224854016 }, { "epoch": 0.07, "learning_rate": 0.0009412637913741224, "loss": 1.9261, "theoretical_loss": 4.320826459149725, "tokens_seen": 224919552 }, { "epoch": 0.07, "learning_rate": 0.0009412437311935808, "loss": 1.911, "theoretical_loss": 4.320672825319035, "tokens_seen": 224985088 }, { "epoch": 0.07, "learning_rate": 0.0009412236710130392, "loss": 1.9533, "theoretical_loss": 4.320519248760309, "tokens_seen": 225050624 }, { "epoch": 0.07, "learning_rate": 0.0009412036108324975, "loss": 1.9988, "theoretical_loss": 4.3203657294355295, "tokens_seen": 225116160 }, { "epoch": 0.07, "learning_rate": 0.000941183550651956, "loss": 1.8758, "theoretical_loss": 4.3202122673067125, "tokens_seen": 225181696 }, { "epoch": 0.07, "learning_rate": 0.0009411634904714142, "loss": 1.8191, "theoretical_loss": 4.3200588623359115, "tokens_seen": 225247232 }, { "epoch": 0.07, "learning_rate": 0.0009411434302908727, "loss": 1.8512, "theoretical_loss": 4.319905514485218, "tokens_seen": 225312768 }, { "epoch": 0.07, "learning_rate": 0.000941123370110331, "loss": 1.7275, "theoretical_loss": 4.319752223716758, "tokens_seen": 225378304 }, { "epoch": 0.07, "learning_rate": 0.0009411033099297894, "loss": 1.7934, "theoretical_loss": 4.319598989992695, "tokens_seen": 225443840 }, { "epoch": 0.07, "learning_rate": 0.0009410832497492478, "loss": 1.8376, "theoretical_loss": 4.319445813275225, "tokens_seen": 225509376 }, { "epoch": 0.07, "learning_rate": 0.0009410631895687062, "loss": 2.0349, "theoretical_loss": 4.3192926935265845, "tokens_seen": 225574912 }, { "epoch": 0.07, "learning_rate": 0.0009410431293881645, "loss": 1.9335, "theoretical_loss": 4.319139630709043, "tokens_seen": 225640448 }, { "epoch": 0.07, "learning_rate": 0.000941023069207623, "loss": 1.7679, "theoretical_loss": 4.318986624784908, "tokens_seen": 225705984 }, { "epoch": 0.07, "learning_rate": 0.0009410030090270812, "loss": 1.8803, "theoretical_loss": 4.3188336757165215, "tokens_seen": 225771520 }, { "epoch": 0.07, "learning_rate": 0.0009409829488465397, "loss": 1.9487, "theoretical_loss": 4.318680783466261, "tokens_seen": 225837056 }, { "epoch": 0.07, "learning_rate": 0.000940962888665998, "loss": 1.7355, "theoretical_loss": 4.318527947996542, "tokens_seen": 225902592 }, { "epoch": 0.07, "learning_rate": 0.0009409428284854564, "loss": 1.8677, "theoretical_loss": 4.318375169269813, "tokens_seen": 225968128 }, { "epoch": 0.07, "learning_rate": 0.0009409227683049148, "loss": 1.8113, "theoretical_loss": 4.3182224472485595, "tokens_seen": 226033664 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.49421149492263794, "objective/train/docs_used": 88830, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.722211480140686, "objective/train/original_loss": 1.7222118377685547, "objective/train/theoretical_loss": 4.3180697818953035, "objective/train/tokens_used": 246559200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24472033977508545, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050665259361267, "objective/train/weighted_lm_loss": 1.809336543083191, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.3180697818953035, "tokens_seen": 226099200 }, { "epoch": 0.07, "learning_rate": 0.0009409027081243731, "loss": 1.7996, "theoretical_loss": 4.3180697818953035, "tokens_seen": 226099200 }, { "epoch": 0.07, "learning_rate": 0.0009408826479438315, "loss": 1.9476, "theoretical_loss": 4.317917173172602, "tokens_seen": 226164736 }, { "epoch": 0.07, "learning_rate": 0.00094086258776329, "loss": 1.7379, "theoretical_loss": 4.317764621043046, "tokens_seen": 226230272 }, { "epoch": 0.07, "learning_rate": 0.0009408425275827482, "loss": 1.8394, "theoretical_loss": 4.317612125469264, "tokens_seen": 226295808 }, { "epoch": 0.07, "learning_rate": 0.0009408224674022067, "loss": 1.7664, "theoretical_loss": 4.31745968641392, "tokens_seen": 226361344 }, { "epoch": 0.07, "learning_rate": 0.0009408024072216649, "loss": 1.8748, "theoretical_loss": 4.317307303839712, "tokens_seen": 226426880 }, { "epoch": 0.07, "learning_rate": 0.0009407823470411234, "loss": 1.7081, "theoretical_loss": 4.317154977709375, "tokens_seen": 226492416 }, { "epoch": 0.07, "learning_rate": 0.0009407622868605818, "loss": 1.6976, "theoretical_loss": 4.3170027079856785, "tokens_seen": 226557952 }, { "epoch": 0.07, "learning_rate": 0.0009407422266800401, "loss": 1.795, "theoretical_loss": 4.316850494631427, "tokens_seen": 226623488 }, { "epoch": 0.07, "learning_rate": 0.0009407221664994985, "loss": 1.881, "theoretical_loss": 4.316698337609461, "tokens_seen": 226689024 }, { "epoch": 0.07, "learning_rate": 0.000940702106318957, "loss": 1.8121, "theoretical_loss": 4.3165462368826555, "tokens_seen": 226754560 }, { "epoch": 0.07, "learning_rate": 0.0009406820461384152, "loss": 1.729, "theoretical_loss": 4.316394192413922, "tokens_seen": 226820096 }, { "epoch": 0.07, "learning_rate": 0.0009406619859578737, "loss": 1.8137, "theoretical_loss": 4.316242204166205, "tokens_seen": 226885632 }, { "epoch": 0.07, "learning_rate": 0.000940641925777332, "loss": 1.8044, "theoretical_loss": 4.316090272102486, "tokens_seen": 226951168 }, { "epoch": 0.07, "learning_rate": 0.0009406218655967904, "loss": 1.8453, "theoretical_loss": 4.315938396185782, "tokens_seen": 227016704 }, { "epoch": 0.07, "learning_rate": 0.0009406018054162488, "loss": 1.7808, "theoretical_loss": 4.315786576379143, "tokens_seen": 227082240 }, { "epoch": 0.07, "learning_rate": 0.0009405817452357071, "loss": 1.7636, "theoretical_loss": 4.315634812645654, "tokens_seen": 227147776 }, { "epoch": 0.07, "learning_rate": 0.0009405616850551655, "loss": 1.7784, "theoretical_loss": 4.315483104948438, "tokens_seen": 227213312 }, { "epoch": 0.07, "learning_rate": 0.0009405416248746239, "loss": 1.885, "theoretical_loss": 4.315331453250648, "tokens_seen": 227278848 }, { "epoch": 0.07, "learning_rate": 0.0009405215646940822, "loss": 1.7154, "theoretical_loss": 4.315179857515477, "tokens_seen": 227344384 }, { "epoch": 0.07, "learning_rate": 0.0009405015045135407, "loss": 1.7473, "theoretical_loss": 4.315028317706149, "tokens_seen": 227409920 }, { "epoch": 0.07, "learning_rate": 0.000940481444332999, "loss": 1.8366, "theoretical_loss": 4.314876833785926, "tokens_seen": 227475456 }, { "epoch": 0.07, "learning_rate": 0.0009404613841524574, "loss": 1.8375, "theoretical_loss": 4.314725405718099, "tokens_seen": 227540992 }, { "epoch": 0.07, "learning_rate": 0.0009404413239719157, "loss": 1.7129, "theoretical_loss": 4.314574033466001, "tokens_seen": 227606528 }, { "epoch": 0.07, "learning_rate": 0.0009404212637913741, "loss": 1.789, "theoretical_loss": 4.314422716992994, "tokens_seen": 227672064 }, { "epoch": 0.07, "learning_rate": 0.0009404012036108325, "loss": 1.8073, "theoretical_loss": 4.314271456262479, "tokens_seen": 227737600 }, { "epoch": 0.07, "learning_rate": 0.0009403811434302909, "loss": 1.8551, "theoretical_loss": 4.314120251237887, "tokens_seen": 227803136 }, { "epoch": 0.07, "learning_rate": 0.0009403610832497492, "loss": 1.8417, "theoretical_loss": 4.313969101882687, "tokens_seen": 227868672 }, { "epoch": 0.07, "learning_rate": 0.0009403410230692077, "loss": 1.7539, "theoretical_loss": 4.31381800816038, "tokens_seen": 227934208 }, { "epoch": 0.07, "learning_rate": 0.000940320962888666, "loss": 1.8444, "theoretical_loss": 4.313666970034505, "tokens_seen": 227999744 }, { "epoch": 0.07, "learning_rate": 0.0009403009027081244, "loss": 1.9733, "theoretical_loss": 4.31351598746863, "tokens_seen": 228065280 }, { "epoch": 0.07, "learning_rate": 0.0009402808425275827, "loss": 1.7642, "theoretical_loss": 4.313365060426363, "tokens_seen": 228130816 }, { "epoch": 0.07, "learning_rate": 0.0009402607823470412, "loss": 1.7757, "theoretical_loss": 4.313214188871341, "tokens_seen": 228196352 }, { "epoch": 0.07, "learning_rate": 0.0009402407221664995, "loss": 1.8742, "theoretical_loss": 4.31306337276724, "tokens_seen": 228261888 }, { "epoch": 0.07, "learning_rate": 0.0009402206619859579, "loss": 1.8931, "theoretical_loss": 4.312912612077767, "tokens_seen": 228327424 }, { "epoch": 0.07, "learning_rate": 0.0009402006018054162, "loss": 1.848, "theoretical_loss": 4.312761906766664, "tokens_seen": 228392960 }, { "epoch": 0.07, "learning_rate": 0.0009401805416248746, "loss": 1.8055, "theoretical_loss": 4.312611256797708, "tokens_seen": 228458496 }, { "epoch": 0.07, "learning_rate": 0.000940160481444333, "loss": 1.8979, "theoretical_loss": 4.3124606621347095, "tokens_seen": 228524032 }, { "epoch": 0.07, "learning_rate": 0.0009401404212637914, "loss": 1.8403, "theoretical_loss": 4.312310122741512, "tokens_seen": 228589568 }, { "epoch": 0.07, "learning_rate": 0.0009401203610832497, "loss": 1.8505, "theoretical_loss": 4.312159638581995, "tokens_seen": 228655104 }, { "epoch": 0.07, "learning_rate": 0.0009401003009027082, "loss": 1.8639, "theoretical_loss": 4.31200920962007, "tokens_seen": 228720640 }, { "epoch": 0.07, "learning_rate": 0.0009400802407221665, "loss": 1.8759, "theoretical_loss": 4.311858835819684, "tokens_seen": 228786176 }, { "epoch": 0.07, "learning_rate": 0.0009400601805416249, "loss": 1.8338, "theoretical_loss": 4.311708517144817, "tokens_seen": 228851712 }, { "epoch": 0.07, "learning_rate": 0.0009400401203610832, "loss": 1.838, "theoretical_loss": 4.3115582535594825, "tokens_seen": 228917248 }, { "epoch": 0.07, "learning_rate": 0.0009400200601805416, "loss": 1.796, "theoretical_loss": 4.311408045027728, "tokens_seen": 228982784 }, { "epoch": 0.07, "learning_rate": 0.00094, "loss": 1.9516, "theoretical_loss": 4.3112578915136375, "tokens_seen": 229048320 }, { "epoch": 0.07, "learning_rate": 0.0009399799398194584, "loss": 1.8333, "theoretical_loss": 4.311107792981323, "tokens_seen": 229113856 }, { "epoch": 0.07, "learning_rate": 0.0009399598796389167, "loss": 1.8905, "theoretical_loss": 4.310957749394935, "tokens_seen": 229179392 }, { "epoch": 0.07, "learning_rate": 0.0009399398194583752, "loss": 1.8143, "theoretical_loss": 4.310807760718656, "tokens_seen": 229244928 }, { "epoch": 0.07, "learning_rate": 0.0009399197592778335, "loss": 1.8554, "theoretical_loss": 4.310657826916701, "tokens_seen": 229310464 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4928604066371918, "objective/train/docs_used": 90061, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8705188035964966, "objective/train/original_loss": 1.8705189228057861, "objective/train/theoretical_loss": 4.310507947953321, "objective/train/tokens_used": 249836000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24335232377052307, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050523281097412, "objective/train/weighted_lm_loss": 1.9649579524993896, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.310507947953321, "tokens_seen": 229376000 }, { "epoch": 0.07, "learning_rate": 0.0009398996990972919, "loss": 1.8946, "theoretical_loss": 4.310507947953321, "tokens_seen": 229376000 }, { "epoch": 0.07, "learning_rate": 0.0009398796389167504, "loss": 1.7751, "theoretical_loss": 4.310358123792798, "tokens_seen": 229441536 }, { "epoch": 0.07, "learning_rate": 0.0009398595787362086, "loss": 1.9335, "theoretical_loss": 4.31020835439945, "tokens_seen": 229507072 }, { "epoch": 0.07, "learning_rate": 0.0009398395185556671, "loss": 1.9429, "theoretical_loss": 4.310058639737626, "tokens_seen": 229572608 }, { "epoch": 0.07, "learning_rate": 0.0009398194583751253, "loss": 1.8902, "theoretical_loss": 4.309908979771709, "tokens_seen": 229638144 }, { "epoch": 0.07, "learning_rate": 0.0009397993981945838, "loss": 1.7913, "theoretical_loss": 4.3097593744661165, "tokens_seen": 229703680 }, { "epoch": 0.07, "learning_rate": 0.0009397793380140422, "loss": 1.9064, "theoretical_loss": 4.309609823785298, "tokens_seen": 229769216 }, { "epoch": 0.07, "learning_rate": 0.0009397592778335005, "loss": 1.8685, "theoretical_loss": 4.309460327693737, "tokens_seen": 229834752 }, { "epoch": 0.07, "learning_rate": 0.0009397392176529589, "loss": 1.9508, "theoretical_loss": 4.3093108861559495, "tokens_seen": 229900288 }, { "epoch": 0.07, "learning_rate": 0.0009397191574724174, "loss": 1.839, "theoretical_loss": 4.3091614991364855, "tokens_seen": 229965824 }, { "epoch": 0.07, "learning_rate": 0.0009396990972918756, "loss": 1.8797, "theoretical_loss": 4.309012166599929, "tokens_seen": 230031360 }, { "epoch": 0.07, "learning_rate": 0.0009396790371113341, "loss": 1.8448, "theoretical_loss": 4.308862888510893, "tokens_seen": 230096896 }, { "epoch": 0.07, "learning_rate": 0.0009396589769307923, "loss": 1.7767, "theoretical_loss": 4.308713664834029, "tokens_seen": 230162432 }, { "epoch": 0.07, "learning_rate": 0.0009396389167502508, "loss": 1.6558, "theoretical_loss": 4.308564495534017, "tokens_seen": 230227968 }, { "epoch": 0.07, "learning_rate": 0.0009396188565697092, "loss": 1.8051, "theoretical_loss": 4.308415380575573, "tokens_seen": 230293504 }, { "epoch": 0.07, "learning_rate": 0.0009395987963891675, "loss": 1.71, "theoretical_loss": 4.308266319923445, "tokens_seen": 230359040 }, { "epoch": 0.07, "learning_rate": 0.0009395787362086259, "loss": 1.669, "theoretical_loss": 4.308117313542413, "tokens_seen": 230424576 }, { "epoch": 0.07, "learning_rate": 0.0009395586760280843, "loss": 1.7442, "theoretical_loss": 4.3079683613972914, "tokens_seen": 230490112 }, { "epoch": 0.07, "learning_rate": 0.0009395386158475426, "loss": 2.0136, "theoretical_loss": 4.307819463452925, "tokens_seen": 230555648 }, { "epoch": 0.07, "learning_rate": 0.0009395185556670011, "loss": 1.7937, "theoretical_loss": 4.3076706196741945, "tokens_seen": 230621184 }, { "epoch": 0.07, "learning_rate": 0.0009394984954864594, "loss": 1.8568, "theoretical_loss": 4.30752183002601, "tokens_seen": 230686720 }, { "epoch": 0.07, "learning_rate": 0.0009394784353059178, "loss": 1.7888, "theoretical_loss": 4.307373094473318, "tokens_seen": 230752256 }, { "epoch": 0.07, "learning_rate": 0.0009394583751253761, "loss": 1.758, "theoretical_loss": 4.307224412981095, "tokens_seen": 230817792 }, { "epoch": 0.07, "learning_rate": 0.0009394383149448345, "loss": 1.7212, "theoretical_loss": 4.3070757855143516, "tokens_seen": 230883328 }, { "epoch": 0.07, "learning_rate": 0.0009394182547642929, "loss": 1.8631, "theoretical_loss": 4.3069272120381275, "tokens_seen": 230948864 }, { "epoch": 0.07, "learning_rate": 0.0009393981945837513, "loss": 1.7568, "theoretical_loss": 4.3067786925175, "tokens_seen": 231014400 }, { "epoch": 0.07, "learning_rate": 0.0009393781344032096, "loss": 1.8251, "theoretical_loss": 4.3066302269175765, "tokens_seen": 231079936 }, { "epoch": 0.07, "learning_rate": 0.0009393580742226681, "loss": 1.9332, "theoretical_loss": 4.306481815203496, "tokens_seen": 231145472 }, { "epoch": 0.07, "learning_rate": 0.0009393380140421264, "loss": 1.8374, "theoretical_loss": 4.30633345734043, "tokens_seen": 231211008 }, { "epoch": 0.07, "learning_rate": 0.0009393179538615848, "loss": 1.8336, "theoretical_loss": 4.306185153293584, "tokens_seen": 231276544 }, { "epoch": 0.07, "learning_rate": 0.0009392978936810431, "loss": 1.6981, "theoretical_loss": 4.306036903028196, "tokens_seen": 231342080 }, { "epoch": 0.07, "learning_rate": 0.0009392778335005016, "loss": 1.7224, "theoretical_loss": 4.305888706509534, "tokens_seen": 231407616 }, { "epoch": 0.07, "learning_rate": 0.0009392577733199599, "loss": 1.9788, "theoretical_loss": 4.3057405637029, "tokens_seen": 231473152 }, { "epoch": 0.07, "learning_rate": 0.0009392377131394183, "loss": 1.7976, "theoretical_loss": 4.305592474573627, "tokens_seen": 231538688 }, { "epoch": 0.07, "learning_rate": 0.0009392176529588766, "loss": 1.9443, "theoretical_loss": 4.305444439087082, "tokens_seen": 231604224 }, { "epoch": 0.07, "learning_rate": 0.000939197592778335, "loss": 1.7595, "theoretical_loss": 4.305296457208662, "tokens_seen": 231669760 }, { "epoch": 0.07, "learning_rate": 0.0009391775325977934, "loss": 1.8406, "theoretical_loss": 4.305148528903798, "tokens_seen": 231735296 }, { "epoch": 0.07, "learning_rate": 0.0009391574724172518, "loss": 1.9642, "theoretical_loss": 4.3050006541379515, "tokens_seen": 231800832 }, { "epoch": 0.07, "learning_rate": 0.0009391374122367101, "loss": 1.7075, "theoretical_loss": 4.304852832876618, "tokens_seen": 231866368 }, { "epoch": 0.07, "learning_rate": 0.0009391173520561686, "loss": 1.7245, "theoretical_loss": 4.304705065085322, "tokens_seen": 231931904 }, { "epoch": 0.07, "learning_rate": 0.0009390972918756269, "loss": 1.972, "theoretical_loss": 4.304557350729623, "tokens_seen": 231997440 }, { "epoch": 0.07, "learning_rate": 0.0009390772316950853, "loss": 1.9232, "theoretical_loss": 4.304409689775111, "tokens_seen": 232062976 }, { "epoch": 0.07, "learning_rate": 0.0009390571715145436, "loss": 1.8148, "theoretical_loss": 4.304262082187407, "tokens_seen": 232128512 }, { "epoch": 0.07, "learning_rate": 0.000939037111334002, "loss": 1.6574, "theoretical_loss": 4.304114527932166, "tokens_seen": 232194048 }, { "epoch": 0.07, "learning_rate": 0.0009390170511534604, "loss": 1.8246, "theoretical_loss": 4.303967026975072, "tokens_seen": 232259584 }, { "epoch": 0.07, "learning_rate": 0.0009389969909729188, "loss": 1.7932, "theoretical_loss": 4.303819579281844, "tokens_seen": 232325120 }, { "epoch": 0.07, "learning_rate": 0.0009389769307923771, "loss": 1.8462, "theoretical_loss": 4.30367218481823, "tokens_seen": 232390656 }, { "epoch": 0.07, "learning_rate": 0.0009389568706118356, "loss": 1.8204, "theoretical_loss": 4.30352484355001, "tokens_seen": 232456192 }, { "epoch": 0.07, "learning_rate": 0.0009389368104312938, "loss": 1.9215, "theoretical_loss": 4.303377555442998, "tokens_seen": 232521728 }, { "epoch": 0.07, "learning_rate": 0.0009389167502507523, "loss": 1.7366, "theoretical_loss": 4.3032303204630376, "tokens_seen": 232587264 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.49400627613067627, "objective/train/docs_used": 91258, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6414120197296143, "objective/train/original_loss": 1.6414121389389038, "objective/train/theoretical_loss": 4.303083138576003, "objective/train/tokens_used": 253112800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24473948776721954, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506447553634644, "objective/train/weighted_lm_loss": 1.7243413925170898, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 4.303083138576003, "tokens_seen": 232652800 }, { "epoch": 0.07, "learning_rate": 0.0009388966900702107, "loss": 1.8242, "theoretical_loss": 4.303083138576003, "tokens_seen": 232652800 }, { "epoch": 0.07, "learning_rate": 0.000938876629889669, "loss": 1.7083, "theoretical_loss": 4.302936009747803, "tokens_seen": 232718336 }, { "epoch": 0.07, "learning_rate": 0.0009388565697091274, "loss": 1.7864, "theoretical_loss": 4.302788933944375, "tokens_seen": 232783872 }, { "epoch": 0.07, "learning_rate": 0.0009388365095285857, "loss": 1.8209, "theoretical_loss": 4.302641911131689, "tokens_seen": 232849408 }, { "epoch": 0.07, "learning_rate": 0.0009388164493480441, "loss": 1.8624, "theoretical_loss": 4.3024949412757465, "tokens_seen": 232914944 }, { "epoch": 0.07, "learning_rate": 0.0009387963891675026, "loss": 1.7925, "theoretical_loss": 4.302348024342581, "tokens_seen": 232980480 }, { "epoch": 0.07, "learning_rate": 0.0009387763289869608, "loss": 1.8408, "theoretical_loss": 4.302201160298255, "tokens_seen": 233046016 }, { "epoch": 0.07, "learning_rate": 0.0009387562688064193, "loss": 1.8639, "theoretical_loss": 4.302054349108865, "tokens_seen": 233111552 }, { "epoch": 0.07, "learning_rate": 0.0009387362086258777, "loss": 1.7454, "theoretical_loss": 4.301907590740538, "tokens_seen": 233177088 }, { "epoch": 0.07, "learning_rate": 0.000938716148445336, "loss": 1.7967, "theoretical_loss": 4.301760885159431, "tokens_seen": 233242624 }, { "epoch": 0.07, "learning_rate": 0.0009386960882647944, "loss": 1.8907, "theoretical_loss": 4.301614232331733, "tokens_seen": 233308160 }, { "epoch": 0.07, "learning_rate": 0.0009386760280842527, "loss": 1.817, "theoretical_loss": 4.301467632223664, "tokens_seen": 233373696 }, { "epoch": 0.07, "learning_rate": 0.0009386559679037111, "loss": 1.9417, "theoretical_loss": 4.301321084801478, "tokens_seen": 233439232 }, { "epoch": 0.07, "learning_rate": 0.0009386359077231696, "loss": 1.744, "theoretical_loss": 4.301174590031453, "tokens_seen": 233504768 }, { "epoch": 0.07, "learning_rate": 0.0009386158475426278, "loss": 1.7738, "theoretical_loss": 4.301028147879904, "tokens_seen": 233570304 }, { "epoch": 0.07, "learning_rate": 0.0009385957873620863, "loss": 1.6949, "theoretical_loss": 4.300881758313178, "tokens_seen": 233635840 }, { "epoch": 0.07, "learning_rate": 0.0009385757271815446, "loss": 1.7507, "theoretical_loss": 4.300735421297647, "tokens_seen": 233701376 }, { "epoch": 0.07, "learning_rate": 0.000938555667001003, "loss": 1.7811, "theoretical_loss": 4.300589136799719, "tokens_seen": 233766912 }, { "epoch": 0.07, "learning_rate": 0.0009385356068204614, "loss": 1.8286, "theoretical_loss": 4.300442904785831, "tokens_seen": 233832448 }, { "epoch": 0.07, "learning_rate": 0.0009385155466399198, "loss": 1.7496, "theoretical_loss": 4.300296725222449, "tokens_seen": 233897984 }, { "epoch": 0.07, "learning_rate": 0.0009384954864593781, "loss": 1.8731, "theoretical_loss": 4.300150598076074, "tokens_seen": 233963520 }, { "epoch": 0.07, "learning_rate": 0.0009384754262788365, "loss": 1.8883, "theoretical_loss": 4.300004523313237, "tokens_seen": 234029056 }, { "epoch": 0.07, "learning_rate": 0.0009384553660982948, "loss": 1.8071, "theoretical_loss": 4.299858500900495, "tokens_seen": 234094592 }, { "epoch": 0.07, "learning_rate": 0.0009384353059177533, "loss": 1.9614, "theoretical_loss": 4.299712530804441, "tokens_seen": 234160128 }, { "epoch": 0.07, "learning_rate": 0.0009384152457372117, "loss": 1.6487, "theoretical_loss": 4.299566612991695, "tokens_seen": 234225664 }, { "epoch": 0.07, "learning_rate": 0.00093839518555667, "loss": 1.8937, "theoretical_loss": 4.299420747428911, "tokens_seen": 234291200 }, { "epoch": 0.07, "learning_rate": 0.0009383751253761285, "loss": 1.867, "theoretical_loss": 4.2992749340827725, "tokens_seen": 234356736 }, { "epoch": 0.07, "learning_rate": 0.0009383550651955868, "loss": 1.828, "theoretical_loss": 4.299129172919991, "tokens_seen": 234422272 }, { "epoch": 0.07, "learning_rate": 0.0009383350050150452, "loss": 1.8159, "theoretical_loss": 4.2989834639073115, "tokens_seen": 234487808 }, { "epoch": 0.07, "learning_rate": 0.0009383149448345035, "loss": 1.8431, "theoretical_loss": 4.298837807011508, "tokens_seen": 234553344 }, { "epoch": 0.07, "learning_rate": 0.000938294884653962, "loss": 1.955, "theoretical_loss": 4.298692202199386, "tokens_seen": 234618880 }, { "epoch": 0.07, "learning_rate": 0.0009382748244734203, "loss": 1.9081, "theoretical_loss": 4.29854664943778, "tokens_seen": 234684416 }, { "epoch": 0.07, "learning_rate": 0.0009382547642928787, "loss": 1.7294, "theoretical_loss": 4.298401148693557, "tokens_seen": 234749952 }, { "epoch": 0.07, "learning_rate": 0.000938234704112337, "loss": 1.8228, "theoretical_loss": 4.298255699933612, "tokens_seen": 234815488 }, { "epoch": 0.07, "learning_rate": 0.0009382146439317954, "loss": 1.8377, "theoretical_loss": 4.298110303124871, "tokens_seen": 234881024 }, { "epoch": 0.07, "learning_rate": 0.0009381945837512538, "loss": 1.9015, "theoretical_loss": 4.297964958234292, "tokens_seen": 234946560 }, { "epoch": 0.07, "learning_rate": 0.0009381745235707122, "loss": 1.8647, "theoretical_loss": 4.297819665228861, "tokens_seen": 235012096 }, { "epoch": 0.07, "learning_rate": 0.0009381544633901705, "loss": 1.8087, "theoretical_loss": 4.297674424075594, "tokens_seen": 235077632 }, { "epoch": 0.07, "learning_rate": 0.000938134403209629, "loss": 1.812, "theoretical_loss": 4.29752923474154, "tokens_seen": 235143168 }, { "epoch": 0.07, "learning_rate": 0.0009381143430290873, "loss": 1.823, "theoretical_loss": 4.297384097193775, "tokens_seen": 235208704 }, { "epoch": 0.07, "learning_rate": 0.0009380942828485457, "loss": 1.8137, "theoretical_loss": 4.297239011399407, "tokens_seen": 235274240 }, { "epoch": 0.07, "learning_rate": 0.000938074222668004, "loss": 1.8754, "theoretical_loss": 4.297093977325573, "tokens_seen": 235339776 }, { "epoch": 0.07, "learning_rate": 0.0009380541624874624, "loss": 1.7469, "theoretical_loss": 4.29694899493944, "tokens_seen": 235405312 }, { "epoch": 0.07, "learning_rate": 0.0009380341023069208, "loss": 1.7643, "theoretical_loss": 4.296804064208207, "tokens_seen": 235470848 }, { "epoch": 0.07, "learning_rate": 0.0009380140421263792, "loss": 1.8098, "theoretical_loss": 4.296659185099099, "tokens_seen": 235536384 }, { "epoch": 0.07, "learning_rate": 0.0009379939819458375, "loss": 1.8432, "theoretical_loss": 4.296514357579375, "tokens_seen": 235601920 }, { "epoch": 0.07, "learning_rate": 0.000937973921765296, "loss": 1.9429, "theoretical_loss": 4.2963695816163225, "tokens_seen": 235667456 }, { "epoch": 0.07, "learning_rate": 0.0009379538615847542, "loss": 1.7737, "theoretical_loss": 4.296224857177257, "tokens_seen": 235732992 }, { "epoch": 0.07, "learning_rate": 0.0009379338014042127, "loss": 1.8518, "theoretical_loss": 4.296080184229526, "tokens_seen": 235798528 }, { "epoch": 0.07, "learning_rate": 0.0009379137412236711, "loss": 1.7253, "theoretical_loss": 4.295935562740505, "tokens_seen": 235864064 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4898257851600647, "objective/train/docs_used": 92471, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8431349992752075, "objective/train/original_loss": 1.843135118484497, "objective/train/theoretical_loss": 4.295790992677603, "objective/train/tokens_used": 256389600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24101541936397552, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502077341079712, "objective/train/weighted_lm_loss": 1.9356428384780884, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.295790992677603, "tokens_seen": 235929600 }, { "epoch": 0.07, "learning_rate": 0.0009378936810431294, "loss": 1.856, "theoretical_loss": 4.295790992677603, "tokens_seen": 235929600 }, { "epoch": 0.07, "learning_rate": 0.0009378736208625878, "loss": 1.8341, "theoretical_loss": 4.295646474008252, "tokens_seen": 235995136 }, { "epoch": 0.07, "learning_rate": 0.0009378535606820461, "loss": 1.9499, "theoretical_loss": 4.29550200669992, "tokens_seen": 236060672 }, { "epoch": 0.07, "learning_rate": 0.0009378335005015045, "loss": 1.7604, "theoretical_loss": 4.295357590720101, "tokens_seen": 236126208 }, { "epoch": 0.07, "learning_rate": 0.000937813440320963, "loss": 1.7573, "theoretical_loss": 4.2952132260363225, "tokens_seen": 236191744 }, { "epoch": 0.07, "learning_rate": 0.0009377933801404212, "loss": 1.8687, "theoretical_loss": 4.295068912616135, "tokens_seen": 236257280 }, { "epoch": 0.07, "learning_rate": 0.0009377733199598797, "loss": 1.7367, "theoretical_loss": 4.294924650427125, "tokens_seen": 236322816 }, { "epoch": 0.07, "learning_rate": 0.0009377532597793381, "loss": 1.7755, "theoretical_loss": 4.294780439436904, "tokens_seen": 236388352 }, { "epoch": 0.07, "learning_rate": 0.0009377331995987964, "loss": 1.7929, "theoretical_loss": 4.294636279613117, "tokens_seen": 236453888 }, { "epoch": 0.07, "learning_rate": 0.0009377131394182548, "loss": 1.8914, "theoretical_loss": 4.2944921709234345, "tokens_seen": 236519424 }, { "epoch": 0.07, "learning_rate": 0.0009376930792377131, "loss": 1.897, "theoretical_loss": 4.294348113335559, "tokens_seen": 236584960 }, { "epoch": 0.07, "learning_rate": 0.0009376730190571715, "loss": 2.0073, "theoretical_loss": 4.29420410681722, "tokens_seen": 236650496 }, { "epoch": 0.07, "learning_rate": 0.00093765295887663, "loss": 1.7469, "theoretical_loss": 4.294060151336178, "tokens_seen": 236716032 }, { "epoch": 0.07, "learning_rate": 0.0009376328986960882, "loss": 1.8601, "theoretical_loss": 4.293916246860224, "tokens_seen": 236781568 }, { "epoch": 0.07, "learning_rate": 0.0009376128385155467, "loss": 1.8224, "theoretical_loss": 4.293772393357176, "tokens_seen": 236847104 }, { "epoch": 0.07, "learning_rate": 0.000937592778335005, "loss": 1.9164, "theoretical_loss": 4.2936285907948815, "tokens_seen": 236912640 }, { "epoch": 0.07, "learning_rate": 0.0009375727181544634, "loss": 1.8051, "theoretical_loss": 4.293484839141217, "tokens_seen": 236978176 }, { "epoch": 0.07, "learning_rate": 0.0009375526579739218, "loss": 1.7483, "theoretical_loss": 4.293341138364091, "tokens_seen": 237043712 }, { "epoch": 0.07, "learning_rate": 0.0009375325977933802, "loss": 1.7834, "theoretical_loss": 4.293197488431435, "tokens_seen": 237109248 }, { "epoch": 0.07, "learning_rate": 0.0009375125376128385, "loss": 1.8088, "theoretical_loss": 4.293053889311217, "tokens_seen": 237174784 }, { "epoch": 0.07, "learning_rate": 0.0009374924774322969, "loss": 1.8689, "theoretical_loss": 4.29291034097143, "tokens_seen": 237240320 }, { "epoch": 0.07, "learning_rate": 0.0009374724172517552, "loss": 1.7728, "theoretical_loss": 4.292766843380094, "tokens_seen": 237305856 }, { "epoch": 0.07, "learning_rate": 0.0009374523570712137, "loss": 1.7375, "theoretical_loss": 4.292623396505262, "tokens_seen": 237371392 }, { "epoch": 0.07, "learning_rate": 0.000937432296890672, "loss": 1.7408, "theoretical_loss": 4.292480000315014, "tokens_seen": 237436928 }, { "epoch": 0.07, "learning_rate": 0.0009374122367101304, "loss": 1.7242, "theoretical_loss": 4.2923366547774595, "tokens_seen": 237502464 }, { "epoch": 0.07, "learning_rate": 0.0009373921765295888, "loss": 1.7053, "theoretical_loss": 4.292193359860737, "tokens_seen": 237568000 }, { "epoch": 0.07, "learning_rate": 0.0009373721163490472, "loss": 1.7752, "theoretical_loss": 4.292050115533012, "tokens_seen": 237633536 }, { "epoch": 0.07, "learning_rate": 0.0009373520561685055, "loss": 1.7755, "theoretical_loss": 4.291906921762481, "tokens_seen": 237699072 }, { "epoch": 0.07, "learning_rate": 0.0009373319959879639, "loss": 1.9598, "theoretical_loss": 4.2917637785173675, "tokens_seen": 237764608 }, { "epoch": 0.07, "learning_rate": 0.0009373119358074222, "loss": 1.7152, "theoretical_loss": 4.291620685765926, "tokens_seen": 237830144 }, { "epoch": 0.07, "learning_rate": 0.0009372918756268807, "loss": 1.884, "theoretical_loss": 4.291477643476438, "tokens_seen": 237895680 }, { "epoch": 0.07, "learning_rate": 0.000937271815446339, "loss": 1.8008, "theoretical_loss": 4.291334651617213, "tokens_seen": 237961216 }, { "epoch": 0.07, "learning_rate": 0.0009372517552657974, "loss": 1.9097, "theoretical_loss": 4.291191710156591, "tokens_seen": 238026752 }, { "epoch": 0.07, "learning_rate": 0.0009372316950852557, "loss": 1.8682, "theoretical_loss": 4.291048819062939, "tokens_seen": 238092288 }, { "epoch": 0.07, "learning_rate": 0.0009372116349047142, "loss": 1.7768, "theoretical_loss": 4.290905978304655, "tokens_seen": 238157824 }, { "epoch": 0.07, "learning_rate": 0.0009371915747241725, "loss": 1.7492, "theoretical_loss": 4.290763187850161, "tokens_seen": 238223360 }, { "epoch": 0.07, "learning_rate": 0.0009371715145436309, "loss": 1.8498, "theoretical_loss": 4.290620447667912, "tokens_seen": 238288896 }, { "epoch": 0.07, "learning_rate": 0.0009371514543630893, "loss": 1.7209, "theoretical_loss": 4.29047775772639, "tokens_seen": 238354432 }, { "epoch": 0.07, "learning_rate": 0.0009371313941825476, "loss": 1.7331, "theoretical_loss": 4.290335117994104, "tokens_seen": 238419968 }, { "epoch": 0.07, "learning_rate": 0.000937111334002006, "loss": 1.738, "theoretical_loss": 4.290192528439594, "tokens_seen": 238485504 }, { "epoch": 0.07, "learning_rate": 0.0009370912738214644, "loss": 1.9051, "theoretical_loss": 4.290049989031424, "tokens_seen": 238551040 }, { "epoch": 0.07, "learning_rate": 0.0009370712136409227, "loss": 1.9187, "theoretical_loss": 4.289907499738192, "tokens_seen": 238616576 }, { "epoch": 0.07, "learning_rate": 0.0009370511534603812, "loss": 1.8264, "theoretical_loss": 4.289765060528521, "tokens_seen": 238682112 }, { "epoch": 0.07, "learning_rate": 0.0009370310932798395, "loss": 1.9482, "theoretical_loss": 4.2896226713710615, "tokens_seen": 238747648 }, { "epoch": 0.07, "learning_rate": 0.0009370110330992979, "loss": 1.8173, "theoretical_loss": 4.289480332234493, "tokens_seen": 238813184 }, { "epoch": 0.07, "learning_rate": 0.0009369909729187563, "loss": 1.7753, "theoretical_loss": 4.289338043087527, "tokens_seen": 238878720 }, { "epoch": 0.07, "learning_rate": 0.0009369709127382146, "loss": 1.7691, "theoretical_loss": 4.289195803898897, "tokens_seen": 238944256 }, { "epoch": 0.07, "learning_rate": 0.000936950852557673, "loss": 1.9161, "theoretical_loss": 4.289053614637368, "tokens_seen": 239009792 }, { "epoch": 0.07, "learning_rate": 0.0009369307923771315, "loss": 1.8554, "theoretical_loss": 4.288911475271731, "tokens_seen": 239075328 }, { "epoch": 0.07, "learning_rate": 0.0009369107321965898, "loss": 1.8071, "theoretical_loss": 4.288769385770809, "tokens_seen": 239140864 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.49386152625083923, "objective/train/docs_used": 93570, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8087902069091797, "objective/train/original_loss": 1.8087904453277588, "objective/train/theoretical_loss": 4.28862734610345, "objective/train/tokens_used": 259666400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24422965943813324, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506278276443481, "objective/train/weighted_lm_loss": 1.9002867937088013, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.28862734610345, "tokens_seen": 239206400 }, { "epoch": 0.07, "learning_rate": 0.0009368906720160482, "loss": 1.8793, "theoretical_loss": 4.28862734610345, "tokens_seen": 239206400 }, { "epoch": 0.07, "learning_rate": 0.0009368706118355065, "loss": 1.8012, "theoretical_loss": 4.288485356238529, "tokens_seen": 239271936 }, { "epoch": 0.07, "learning_rate": 0.0009368505516549649, "loss": 1.7934, "theoretical_loss": 4.288343416144952, "tokens_seen": 239337472 }, { "epoch": 0.07, "learning_rate": 0.0009368304914744234, "loss": 1.9502, "theoretical_loss": 4.288201525791651, "tokens_seen": 239403008 }, { "epoch": 0.07, "learning_rate": 0.0009368104312938816, "loss": 1.8676, "theoretical_loss": 4.288059685147586, "tokens_seen": 239468544 }, { "epoch": 0.07, "learning_rate": 0.0009367903711133401, "loss": 1.8661, "theoretical_loss": 4.287917894181746, "tokens_seen": 239534080 }, { "epoch": 0.07, "learning_rate": 0.0009367703109327985, "loss": 1.7173, "theoretical_loss": 4.287776152863146, "tokens_seen": 239599616 }, { "epoch": 0.07, "learning_rate": 0.0009367502507522568, "loss": 1.8081, "theoretical_loss": 4.28763446116083, "tokens_seen": 239665152 }, { "epoch": 0.07, "learning_rate": 0.0009367301905717152, "loss": 1.8705, "theoretical_loss": 4.28749281904387, "tokens_seen": 239730688 }, { "epoch": 0.07, "learning_rate": 0.0009367101303911735, "loss": 1.8234, "theoretical_loss": 4.287351226481366, "tokens_seen": 239796224 }, { "epoch": 0.07, "learning_rate": 0.0009366900702106319, "loss": 1.8895, "theoretical_loss": 4.287209683442444, "tokens_seen": 239861760 }, { "epoch": 0.07, "learning_rate": 0.0009366700100300904, "loss": 1.8936, "theoretical_loss": 4.2870681898962575, "tokens_seen": 239927296 }, { "epoch": 0.07, "learning_rate": 0.0009366499498495486, "loss": 1.8068, "theoretical_loss": 4.286926745811991, "tokens_seen": 239992832 }, { "epoch": 0.07, "learning_rate": 0.0009366298896690071, "loss": 1.7208, "theoretical_loss": 4.286785351158852, "tokens_seen": 240058368 }, { "epoch": 0.07, "learning_rate": 0.0009366098294884654, "loss": 1.8455, "theoretical_loss": 4.286644005906081, "tokens_seen": 240123904 }, { "epoch": 0.07, "learning_rate": 0.0009365897693079238, "loss": 1.8656, "theoretical_loss": 4.2865027100229405, "tokens_seen": 240189440 }, { "epoch": 0.07, "learning_rate": 0.0009365697091273822, "loss": 1.9201, "theoretical_loss": 4.286361463478723, "tokens_seen": 240254976 }, { "epoch": 0.07, "learning_rate": 0.0009365496489468406, "loss": 1.8351, "theoretical_loss": 4.28622026624275, "tokens_seen": 240320512 }, { "epoch": 0.07, "learning_rate": 0.0009365295887662989, "loss": 1.7223, "theoretical_loss": 4.286079118284368, "tokens_seen": 240386048 }, { "epoch": 0.07, "learning_rate": 0.0009365095285857573, "loss": 1.7905, "theoretical_loss": 4.285938019572951, "tokens_seen": 240451584 }, { "epoch": 0.07, "learning_rate": 0.0009364894684052156, "loss": 1.922, "theoretical_loss": 4.285796970077903, "tokens_seen": 240517120 }, { "epoch": 0.07, "learning_rate": 0.0009364694082246741, "loss": 1.8986, "theoretical_loss": 4.285655969768651, "tokens_seen": 240582656 }, { "epoch": 0.07, "learning_rate": 0.0009364493480441324, "loss": 1.9152, "theoretical_loss": 4.285515018614655, "tokens_seen": 240648192 }, { "epoch": 0.07, "learning_rate": 0.0009364292878635908, "loss": 1.7653, "theoretical_loss": 4.2853741165853965, "tokens_seen": 240713728 }, { "epoch": 0.07, "learning_rate": 0.0009364092276830492, "loss": 1.6739, "theoretical_loss": 4.285233263650387, "tokens_seen": 240779264 }, { "epoch": 0.07, "learning_rate": 0.0009363891675025076, "loss": 1.7319, "theoretical_loss": 4.285092459779166, "tokens_seen": 240844800 }, { "epoch": 0.07, "learning_rate": 0.0009363691073219659, "loss": 1.7374, "theoretical_loss": 4.2849517049412995, "tokens_seen": 240910336 }, { "epoch": 0.07, "learning_rate": 0.0009363490471414243, "loss": 1.7947, "theoretical_loss": 4.28481099910638, "tokens_seen": 240975872 }, { "epoch": 0.07, "learning_rate": 0.0009363289869608826, "loss": 1.7014, "theoretical_loss": 4.284670342244027, "tokens_seen": 241041408 }, { "epoch": 0.07, "learning_rate": 0.0009363089267803411, "loss": 1.8506, "theoretical_loss": 4.284529734323887, "tokens_seen": 241106944 }, { "epoch": 0.07, "learning_rate": 0.0009362888665997994, "loss": 1.7271, "theoretical_loss": 4.284389175315636, "tokens_seen": 241172480 }, { "epoch": 0.07, "learning_rate": 0.0009362688064192578, "loss": 1.7538, "theoretical_loss": 4.284248665188974, "tokens_seen": 241238016 }, { "epoch": 0.07, "learning_rate": 0.0009362487462387161, "loss": 1.7851, "theoretical_loss": 4.284108203913629, "tokens_seen": 241303552 }, { "epoch": 0.07, "learning_rate": 0.0009362286860581746, "loss": 1.8025, "theoretical_loss": 4.283967791459356, "tokens_seen": 241369088 }, { "epoch": 0.07, "learning_rate": 0.0009362086258776329, "loss": 1.8707, "theoretical_loss": 4.283827427795939, "tokens_seen": 241434624 }, { "epoch": 0.07, "learning_rate": 0.0009361885656970913, "loss": 1.8208, "theoretical_loss": 4.283687112893184, "tokens_seen": 241500160 }, { "epoch": 0.07, "learning_rate": 0.0009361685055165497, "loss": 1.7022, "theoretical_loss": 4.283546846720929, "tokens_seen": 241565696 }, { "epoch": 0.07, "learning_rate": 0.000936148445336008, "loss": 1.798, "theoretical_loss": 4.283406629249036, "tokens_seen": 241631232 }, { "epoch": 0.07, "learning_rate": 0.0009361283851554664, "loss": 1.7899, "theoretical_loss": 4.283266460447394, "tokens_seen": 241696768 }, { "epoch": 0.07, "learning_rate": 0.0009361083249749248, "loss": 1.7569, "theoretical_loss": 4.28312634028592, "tokens_seen": 241762304 }, { "epoch": 0.07, "learning_rate": 0.0009360882647943831, "loss": 1.7866, "theoretical_loss": 4.282986268734556, "tokens_seen": 241827840 }, { "epoch": 0.07, "learning_rate": 0.0009360682046138416, "loss": 1.6588, "theoretical_loss": 4.282846245763273, "tokens_seen": 241893376 }, { "epoch": 0.07, "learning_rate": 0.0009360481444332999, "loss": 1.7699, "theoretical_loss": 4.282706271342066, "tokens_seen": 241958912 }, { "epoch": 0.07, "learning_rate": 0.0009360280842527583, "loss": 1.8742, "theoretical_loss": 4.2825663454409595, "tokens_seen": 242024448 }, { "epoch": 0.07, "learning_rate": 0.0009360080240722167, "loss": 1.8847, "theoretical_loss": 4.2824264680300015, "tokens_seen": 242089984 }, { "epoch": 0.07, "learning_rate": 0.000935987963891675, "loss": 1.9179, "theoretical_loss": 4.2822866390792695, "tokens_seen": 242155520 }, { "epoch": 0.07, "learning_rate": 0.0009359679037111334, "loss": 1.8009, "theoretical_loss": 4.282146858558866, "tokens_seen": 242221056 }, { "epoch": 0.07, "learning_rate": 0.0009359478435305919, "loss": 1.7736, "theoretical_loss": 4.28200712643892, "tokens_seen": 242286592 }, { "epoch": 0.07, "learning_rate": 0.0009359277833500501, "loss": 1.627, "theoretical_loss": 4.281867442689587, "tokens_seen": 242352128 }, { "epoch": 0.07, "learning_rate": 0.0009359077231695086, "loss": 1.87, "theoretical_loss": 4.281727807281051, "tokens_seen": 242417664 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.49168694019317627, "objective/train/docs_used": 94878, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7456352710723877, "objective/train/original_loss": 1.7456352710723877, "objective/train/theoretical_loss": 4.281588220183519, "objective/train/tokens_used": 262943200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24250559508800507, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504014492034912, "objective/train/weighted_lm_loss": 1.8333992958068848, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.281588220183519, "tokens_seen": 242483200 }, { "epoch": 0.07, "learning_rate": 0.0009358876629889668, "loss": 1.7932, "theoretical_loss": 4.281588220183519, "tokens_seen": 242483200 }, { "epoch": 0.07, "learning_rate": 0.0009358676028084253, "loss": 1.8316, "theoretical_loss": 4.281448681367226, "tokens_seen": 242548736 }, { "epoch": 0.07, "learning_rate": 0.0009358475426278837, "loss": 1.7968, "theoretical_loss": 4.2813091908024345, "tokens_seen": 242614272 }, { "epoch": 0.07, "learning_rate": 0.000935827482447342, "loss": 1.7241, "theoretical_loss": 4.281169748459432, "tokens_seen": 242679808 }, { "epoch": 0.07, "learning_rate": 0.0009358074222668004, "loss": 1.8417, "theoretical_loss": 4.281030354308533, "tokens_seen": 242745344 }, { "epoch": 0.07, "learning_rate": 0.0009357873620862589, "loss": 1.811, "theoretical_loss": 4.2808910083200775, "tokens_seen": 242810880 }, { "epoch": 0.07, "learning_rate": 0.0009357673019057171, "loss": 1.7931, "theoretical_loss": 4.280751710464432, "tokens_seen": 242876416 }, { "epoch": 0.07, "learning_rate": 0.0009357472417251756, "loss": 1.7608, "theoretical_loss": 4.280612460711989, "tokens_seen": 242941952 }, { "epoch": 0.07, "learning_rate": 0.0009357271815446338, "loss": 1.8087, "theoretical_loss": 4.280473259033169, "tokens_seen": 243007488 }, { "epoch": 0.07, "learning_rate": 0.0009357071213640923, "loss": 1.8108, "theoretical_loss": 4.280334105398417, "tokens_seen": 243073024 }, { "epoch": 0.07, "learning_rate": 0.0009356870611835507, "loss": 1.7234, "theoretical_loss": 4.280194999778203, "tokens_seen": 243138560 }, { "epoch": 0.07, "learning_rate": 0.000935667001003009, "loss": 1.7381, "theoretical_loss": 4.280055942143027, "tokens_seen": 243204096 }, { "epoch": 0.07, "learning_rate": 0.0009356469408224674, "loss": 1.7984, "theoretical_loss": 4.27991693246341, "tokens_seen": 243269632 }, { "epoch": 0.07, "learning_rate": 0.0009356268806419258, "loss": 1.8265, "theoretical_loss": 4.279777970709902, "tokens_seen": 243335168 }, { "epoch": 0.07, "learning_rate": 0.0009356068204613841, "loss": 1.8135, "theoretical_loss": 4.27963905685308, "tokens_seen": 243400704 }, { "epoch": 0.07, "learning_rate": 0.0009355867602808426, "loss": 1.7835, "theoretical_loss": 4.279500190863544, "tokens_seen": 243466240 }, { "epoch": 0.07, "learning_rate": 0.0009355667001003008, "loss": 1.7395, "theoretical_loss": 4.279361372711923, "tokens_seen": 243531776 }, { "epoch": 0.07, "learning_rate": 0.0009355466399197593, "loss": 1.899, "theoretical_loss": 4.27922260236887, "tokens_seen": 243597312 }, { "epoch": 0.07, "learning_rate": 0.0009355265797392176, "loss": 1.8655, "theoretical_loss": 4.279083879805064, "tokens_seen": 243662848 }, { "epoch": 0.07, "learning_rate": 0.000935506519558676, "loss": 1.8957, "theoretical_loss": 4.278945204991212, "tokens_seen": 243728384 }, { "epoch": 0.07, "learning_rate": 0.0009354864593781344, "loss": 1.8112, "theoretical_loss": 4.278806577898042, "tokens_seen": 243793920 }, { "epoch": 0.07, "learning_rate": 0.0009354663991975928, "loss": 1.7751, "theoretical_loss": 4.278667998496313, "tokens_seen": 243859456 }, { "epoch": 0.07, "learning_rate": 0.0009354463390170511, "loss": 1.8183, "theoretical_loss": 4.278529466756806, "tokens_seen": 243924992 }, { "epoch": 0.07, "learning_rate": 0.0009354262788365096, "loss": 1.7717, "theoretical_loss": 4.278390982650333, "tokens_seen": 243990528 }, { "epoch": 0.07, "learning_rate": 0.000935406218655968, "loss": 1.7982, "theoretical_loss": 4.278252546147724, "tokens_seen": 244056064 }, { "epoch": 0.07, "learning_rate": 0.0009353861584754263, "loss": 1.9031, "theoretical_loss": 4.278114157219839, "tokens_seen": 244121600 }, { "epoch": 0.07, "learning_rate": 0.0009353660982948847, "loss": 1.7776, "theoretical_loss": 4.277975815837567, "tokens_seen": 244187136 }, { "epoch": 0.07, "learning_rate": 0.000935346038114343, "loss": 1.8307, "theoretical_loss": 4.277837521971816, "tokens_seen": 244252672 }, { "epoch": 0.07, "learning_rate": 0.0009353259779338015, "loss": 1.7035, "theoretical_loss": 4.277699275593523, "tokens_seen": 244318208 }, { "epoch": 0.07, "learning_rate": 0.0009353059177532598, "loss": 1.6069, "theoretical_loss": 4.277561076673652, "tokens_seen": 244383744 }, { "epoch": 0.07, "learning_rate": 0.0009352858575727182, "loss": 1.7675, "theoretical_loss": 4.277422925183188, "tokens_seen": 244449280 }, { "epoch": 0.07, "learning_rate": 0.0009352657973921765, "loss": 1.7285, "theoretical_loss": 4.277284821093147, "tokens_seen": 244514816 }, { "epoch": 0.07, "learning_rate": 0.000935245737211635, "loss": 1.7922, "theoretical_loss": 4.277146764374566, "tokens_seen": 244580352 }, { "epoch": 0.07, "learning_rate": 0.0009352256770310933, "loss": 1.7639, "theoretical_loss": 4.27700875499851, "tokens_seen": 244645888 }, { "epoch": 0.07, "learning_rate": 0.0009352056168505517, "loss": 1.8802, "theoretical_loss": 4.2768707929360685, "tokens_seen": 244711424 }, { "epoch": 0.07, "learning_rate": 0.00093518555667001, "loss": 1.7328, "theoretical_loss": 4.276732878158356, "tokens_seen": 244776960 }, { "epoch": 0.07, "learning_rate": 0.0009351654964894684, "loss": 1.8951, "theoretical_loss": 4.276595010636514, "tokens_seen": 244842496 }, { "epoch": 0.07, "learning_rate": 0.0009351454363089268, "loss": 1.7935, "theoretical_loss": 4.276457190341707, "tokens_seen": 244908032 }, { "epoch": 0.07, "learning_rate": 0.0009351253761283852, "loss": 1.8199, "theoretical_loss": 4.2763194172451255, "tokens_seen": 244973568 }, { "epoch": 0.07, "learning_rate": 0.0009351053159478435, "loss": 1.7277, "theoretical_loss": 4.276181691317987, "tokens_seen": 245039104 }, { "epoch": 0.07, "learning_rate": 0.000935085255767302, "loss": 1.8886, "theoretical_loss": 4.276044012531534, "tokens_seen": 245104640 }, { "epoch": 0.07, "learning_rate": 0.0009350651955867603, "loss": 2.0016, "theoretical_loss": 4.275906380857031, "tokens_seen": 245170176 }, { "epoch": 0.07, "learning_rate": 0.0009350451354062187, "loss": 1.7677, "theoretical_loss": 4.275768796265771, "tokens_seen": 245235712 }, { "epoch": 0.07, "learning_rate": 0.0009350250752256771, "loss": 1.7328, "theoretical_loss": 4.275631258729071, "tokens_seen": 245301248 }, { "epoch": 0.07, "learning_rate": 0.0009350050150451354, "loss": 1.83, "theoretical_loss": 4.275493768218274, "tokens_seen": 245366784 }, { "epoch": 0.07, "learning_rate": 0.0009349849548645938, "loss": 1.7851, "theoretical_loss": 4.275356324704745, "tokens_seen": 245432320 }, { "epoch": 0.07, "learning_rate": 0.0009349648946840523, "loss": 1.8365, "theoretical_loss": 4.27521892815988, "tokens_seen": 245497856 }, { "epoch": 0.07, "learning_rate": 0.0009349448345035105, "loss": 1.6734, "theoretical_loss": 4.275081578555094, "tokens_seen": 245563392 }, { "epoch": 0.07, "learning_rate": 0.000934924774322969, "loss": 1.7928, "theoretical_loss": 4.274944275861828, "tokens_seen": 245628928 }, { "epoch": 0.07, "learning_rate": 0.0009349047141424272, "loss": 1.7817, "theoretical_loss": 4.274807020051552, "tokens_seen": 245694464 }, { "epoch": 0.07, "objective/train/advantage_avg": 0.4900068938732147, "objective/train/docs_used": 96014, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7985907793045044, "objective/train/original_loss": 1.798590898513794, "objective/train/theoretical_loss": 4.274669811095759, "objective/train/tokens_used": 266220000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24235199391841888, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502325296401978, "objective/train/weighted_lm_loss": 1.888869047164917, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.274669811095759, "tokens_seen": 245760000 }, { "epoch": 0.07, "learning_rate": 0.0009348846539618857, "loss": 1.7632, "theoretical_loss": 4.274669811095759, "tokens_seen": 245760000 }, { "epoch": 0.07, "learning_rate": 0.0009348645937813441, "loss": 1.7704, "theoretical_loss": 4.274532648965964, "tokens_seen": 245825536 }, { "epoch": 0.07, "learning_rate": 0.0009348445336008024, "loss": 1.7771, "theoretical_loss": 4.274395533633712, "tokens_seen": 245891072 }, { "epoch": 0.07, "learning_rate": 0.0009348244734202608, "loss": 1.7508, "theoretical_loss": 4.274258465070567, "tokens_seen": 245956608 }, { "epoch": 0.07, "learning_rate": 0.0009348044132397193, "loss": 1.8499, "theoretical_loss": 4.274121443248122, "tokens_seen": 246022144 }, { "epoch": 0.07, "learning_rate": 0.0009347843530591775, "loss": 1.7992, "theoretical_loss": 4.273984468137995, "tokens_seen": 246087680 }, { "epoch": 0.07, "learning_rate": 0.000934764292878636, "loss": 1.5857, "theoretical_loss": 4.273847539711825, "tokens_seen": 246153216 }, { "epoch": 0.07, "learning_rate": 0.0009347442326980942, "loss": 1.8579, "theoretical_loss": 4.273710657941282, "tokens_seen": 246218752 }, { "epoch": 0.07, "learning_rate": 0.0009347241725175527, "loss": 1.8407, "theoretical_loss": 4.273573822798054, "tokens_seen": 246284288 }, { "epoch": 0.07, "learning_rate": 0.0009347041123370111, "loss": 1.839, "theoretical_loss": 4.273437034253859, "tokens_seen": 246349824 }, { "epoch": 0.07, "learning_rate": 0.0009346840521564694, "loss": 1.8247, "theoretical_loss": 4.273300292280435, "tokens_seen": 246415360 }, { "epoch": 0.07, "learning_rate": 0.0009346639919759278, "loss": 1.8677, "theoretical_loss": 4.273163596849549, "tokens_seen": 246480896 }, { "epoch": 0.07, "learning_rate": 0.0009346439317953862, "loss": 1.8076, "theoretical_loss": 4.27302694793299, "tokens_seen": 246546432 }, { "epoch": 0.07, "learning_rate": 0.0009346238716148445, "loss": 1.748, "theoretical_loss": 4.272890345502573, "tokens_seen": 246611968 }, { "epoch": 0.07, "learning_rate": 0.000934603811434303, "loss": 1.8006, "theoretical_loss": 4.272753789530134, "tokens_seen": 246677504 }, { "epoch": 0.07, "learning_rate": 0.0009345837512537612, "loss": 1.6839, "theoretical_loss": 4.272617279987541, "tokens_seen": 246743040 }, { "epoch": 0.07, "learning_rate": 0.0009345636910732197, "loss": 1.6944, "theoretical_loss": 4.272480816846678, "tokens_seen": 246808576 }, { "epoch": 0.07, "learning_rate": 0.000934543630892678, "loss": 1.7108, "theoretical_loss": 4.27234440007946, "tokens_seen": 246874112 }, { "epoch": 0.07, "learning_rate": 0.0009345235707121364, "loss": 1.8806, "theoretical_loss": 4.272208029657822, "tokens_seen": 246939648 }, { "epoch": 0.07, "learning_rate": 0.0009345035105315948, "loss": 1.8091, "theoretical_loss": 4.272071705553726, "tokens_seen": 247005184 }, { "epoch": 0.07, "learning_rate": 0.0009344834503510532, "loss": 1.7406, "theoretical_loss": 4.271935427739158, "tokens_seen": 247070720 }, { "epoch": 0.07, "learning_rate": 0.0009344633901705115, "loss": 1.7875, "theoretical_loss": 4.2717991961861275, "tokens_seen": 247136256 }, { "epoch": 0.07, "learning_rate": 0.00093444332998997, "loss": 1.7592, "theoretical_loss": 4.271663010866669, "tokens_seen": 247201792 }, { "epoch": 0.07, "learning_rate": 0.0009344232698094283, "loss": 1.9044, "theoretical_loss": 4.27152687175284, "tokens_seen": 247267328 }, { "epoch": 0.07, "learning_rate": 0.0009344032096288867, "loss": 1.8186, "theoretical_loss": 4.271390778816727, "tokens_seen": 247332864 }, { "epoch": 0.07, "learning_rate": 0.000934383149448345, "loss": 1.8104, "theoretical_loss": 4.2712547320304335, "tokens_seen": 247398400 }, { "epoch": 0.07, "learning_rate": 0.0009343630892678034, "loss": 1.7732, "theoretical_loss": 4.2711187313660925, "tokens_seen": 247463936 }, { "epoch": 0.08, "learning_rate": 0.0009343430290872618, "loss": 1.7146, "theoretical_loss": 4.27098277679586, "tokens_seen": 247529472 }, { "epoch": 0.08, "learning_rate": 0.0009343229689067202, "loss": 1.8197, "theoretical_loss": 4.270846868291914, "tokens_seen": 247595008 }, { "epoch": 0.08, "learning_rate": 0.0009343029087261785, "loss": 1.8096, "theoretical_loss": 4.270711005826461, "tokens_seen": 247660544 }, { "epoch": 0.08, "learning_rate": 0.0009342828485456369, "loss": 1.8219, "theoretical_loss": 4.270575189371727, "tokens_seen": 247726080 }, { "epoch": 0.08, "learning_rate": 0.0009342627883650953, "loss": 1.8408, "theoretical_loss": 4.270439418899966, "tokens_seen": 247791616 }, { "epoch": 0.08, "learning_rate": 0.0009342427281845537, "loss": 1.772, "theoretical_loss": 4.270303694383453, "tokens_seen": 247857152 }, { "epoch": 0.08, "learning_rate": 0.000934222668004012, "loss": 1.7264, "theoretical_loss": 4.270168015794489, "tokens_seen": 247922688 }, { "epoch": 0.08, "learning_rate": 0.0009342026078234705, "loss": 1.8814, "theoretical_loss": 4.270032383105398, "tokens_seen": 247988224 }, { "epoch": 0.08, "learning_rate": 0.0009341825476429287, "loss": 1.7944, "theoretical_loss": 4.269896796288528, "tokens_seen": 248053760 }, { "epoch": 0.08, "learning_rate": 0.0009341624874623872, "loss": 1.7638, "theoretical_loss": 4.269761255316252, "tokens_seen": 248119296 }, { "epoch": 0.08, "learning_rate": 0.0009341424272818455, "loss": 1.7488, "theoretical_loss": 4.269625760160965, "tokens_seen": 248184832 }, { "epoch": 0.08, "learning_rate": 0.0009341223671013039, "loss": 1.7874, "theoretical_loss": 4.269490310795089, "tokens_seen": 248250368 }, { "epoch": 0.08, "learning_rate": 0.0009341023069207623, "loss": 1.899, "theoretical_loss": 4.269354907191065, "tokens_seen": 248315904 }, { "epoch": 0.08, "learning_rate": 0.0009340822467402207, "loss": 1.9713, "theoretical_loss": 4.269219549321364, "tokens_seen": 248381440 }, { "epoch": 0.08, "learning_rate": 0.000934062186559679, "loss": 1.8625, "theoretical_loss": 4.269084237158476, "tokens_seen": 248446976 }, { "epoch": 0.08, "learning_rate": 0.0009340421263791375, "loss": 1.8055, "theoretical_loss": 4.268948970674917, "tokens_seen": 248512512 }, { "epoch": 0.08, "learning_rate": 0.0009340220661985957, "loss": 2.1709, "theoretical_loss": 4.268813749843226, "tokens_seen": 248578048 }, { "epoch": 0.08, "learning_rate": 0.0009340020060180542, "loss": 1.72, "theoretical_loss": 4.268678574635967, "tokens_seen": 248643584 }, { "epoch": 0.08, "learning_rate": 0.0009339819458375125, "loss": 1.7354, "theoretical_loss": 4.268543445025724, "tokens_seen": 248709120 }, { "epoch": 0.08, "learning_rate": 0.0009339618856569709, "loss": 1.8053, "theoretical_loss": 4.268408360985109, "tokens_seen": 248774656 }, { "epoch": 0.08, "learning_rate": 0.0009339418254764293, "loss": 1.9108, "theoretical_loss": 4.268273322486757, "tokens_seen": 248840192 }, { "epoch": 0.08, "learning_rate": 0.0009339217652958876, "loss": 1.775, "theoretical_loss": 4.268138329503325, "tokens_seen": 248905728 }, { "epoch": 0.08, "learning_rate": 0.0009339017051153461, "loss": 1.8734, "theoretical_loss": 4.2680033820074925, "tokens_seen": 248971264 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4903026223182678, "objective/train/docs_used": 97104, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.707381010055542, "objective/train/original_loss": 1.7073808908462524, "objective/train/theoretical_loss": 4.267868479971966, "objective/train/tokens_used": 269496800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24140579998493195, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502574443817139, "objective/train/weighted_lm_loss": 1.793129563331604, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.267868479971966, "tokens_seen": 249036800 }, { "epoch": 0.08, "learning_rate": 0.0009338816449348045, "loss": 1.7747, "theoretical_loss": 4.267868479971966, "tokens_seen": 249036800 }, { "epoch": 0.08, "learning_rate": 0.0009338615847542628, "loss": 1.7815, "theoretical_loss": 4.267733623369474, "tokens_seen": 249102336 }, { "epoch": 0.08, "learning_rate": 0.0009338415245737212, "loss": 1.8381, "theoretical_loss": 4.267598812172769, "tokens_seen": 249167872 }, { "epoch": 0.08, "learning_rate": 0.0009338214643931797, "loss": 1.966, "theoretical_loss": 4.2674640463546245, "tokens_seen": 249233408 }, { "epoch": 0.08, "learning_rate": 0.0009338014042126379, "loss": 1.752, "theoretical_loss": 4.267329325887841, "tokens_seen": 249298944 }, { "epoch": 0.08, "learning_rate": 0.0009337813440320964, "loss": 1.5597, "theoretical_loss": 4.26719465074524, "tokens_seen": 249364480 }, { "epoch": 0.08, "learning_rate": 0.0009337612838515546, "loss": 1.719, "theoretical_loss": 4.267060020899668, "tokens_seen": 249430016 }, { "epoch": 0.08, "learning_rate": 0.0009337412236710131, "loss": 1.804, "theoretical_loss": 4.2669254363239935, "tokens_seen": 249495552 }, { "epoch": 0.08, "learning_rate": 0.0009337211634904715, "loss": 1.7289, "theoretical_loss": 4.266790896991109, "tokens_seen": 249561088 }, { "epoch": 0.08, "learning_rate": 0.0009337011033099298, "loss": 1.8028, "theoretical_loss": 4.266656402873932, "tokens_seen": 249626624 }, { "epoch": 0.08, "learning_rate": 0.0009336810431293882, "loss": 1.9201, "theoretical_loss": 4.2665219539454, "tokens_seen": 249692160 }, { "epoch": 0.08, "learning_rate": 0.0009336609829488466, "loss": 1.9164, "theoretical_loss": 4.266387550178476, "tokens_seen": 249757696 }, { "epoch": 0.08, "learning_rate": 0.0009336409227683049, "loss": 1.8046, "theoretical_loss": 4.266253191546146, "tokens_seen": 249823232 }, { "epoch": 0.08, "learning_rate": 0.0009336208625877634, "loss": 1.8337, "theoretical_loss": 4.266118878021419, "tokens_seen": 249888768 }, { "epoch": 0.08, "learning_rate": 0.0009336008024072216, "loss": 1.9622, "theoretical_loss": 4.265984609577327, "tokens_seen": 249954304 }, { "epoch": 0.08, "learning_rate": 0.0009335807422266801, "loss": 1.8541, "theoretical_loss": 4.265850386186925, "tokens_seen": 250019840 }, { "epoch": 0.08, "learning_rate": 0.0009335606820461384, "loss": 1.6784, "theoretical_loss": 4.265716207823292, "tokens_seen": 250085376 }, { "epoch": 0.08, "learning_rate": 0.0009335406218655968, "loss": 1.7275, "theoretical_loss": 4.265582074459531, "tokens_seen": 250150912 }, { "epoch": 0.08, "learning_rate": 0.0009335205616850552, "loss": 1.8329, "theoretical_loss": 4.265447986068765, "tokens_seen": 250216448 }, { "epoch": 0.08, "learning_rate": 0.0009335005015045136, "loss": 1.8422, "theoretical_loss": 4.265313942624143, "tokens_seen": 250281984 }, { "epoch": 0.08, "learning_rate": 0.0009334804413239719, "loss": 1.9325, "theoretical_loss": 4.2651799440988345, "tokens_seen": 250347520 }, { "epoch": 0.08, "learning_rate": 0.0009334603811434304, "loss": 1.8524, "theoretical_loss": 4.265045990466035, "tokens_seen": 250413056 }, { "epoch": 0.08, "learning_rate": 0.0009334403209628887, "loss": 1.8634, "theoretical_loss": 4.264912081698962, "tokens_seen": 250478592 }, { "epoch": 0.08, "learning_rate": 0.0009334202607823471, "loss": 1.7535, "theoretical_loss": 4.264778217770854, "tokens_seen": 250544128 }, { "epoch": 0.08, "learning_rate": 0.0009334002006018054, "loss": 1.7067, "theoretical_loss": 4.2646443986549745, "tokens_seen": 250609664 }, { "epoch": 0.08, "learning_rate": 0.0009333801404212638, "loss": 1.767, "theoretical_loss": 4.264510624324609, "tokens_seen": 250675200 }, { "epoch": 0.08, "learning_rate": 0.0009333600802407222, "loss": 1.9334, "theoretical_loss": 4.2643768947530685, "tokens_seen": 250740736 }, { "epoch": 0.08, "learning_rate": 0.0009333400200601806, "loss": 1.8349, "theoretical_loss": 4.2642432099136816, "tokens_seen": 250806272 }, { "epoch": 0.08, "learning_rate": 0.0009333199598796389, "loss": 1.751, "theoretical_loss": 4.264109569779803, "tokens_seen": 250871808 }, { "epoch": 0.08, "learning_rate": 0.0009332998996990973, "loss": 1.9473, "theoretical_loss": 4.263975974324813, "tokens_seen": 250937344 }, { "epoch": 0.08, "learning_rate": 0.0009332798395185557, "loss": 1.7429, "theoretical_loss": 4.263842423522109, "tokens_seen": 251002880 }, { "epoch": 0.08, "learning_rate": 0.0009332597793380141, "loss": 1.8841, "theoretical_loss": 4.263708917345115, "tokens_seen": 251068416 }, { "epoch": 0.08, "learning_rate": 0.0009332397191574724, "loss": 1.9271, "theoretical_loss": 4.263575455767277, "tokens_seen": 251133952 }, { "epoch": 0.08, "learning_rate": 0.0009332196589769309, "loss": 1.9296, "theoretical_loss": 4.2634420387620615, "tokens_seen": 251199488 }, { "epoch": 0.08, "learning_rate": 0.0009331995987963891, "loss": 1.8366, "theoretical_loss": 4.2633086663029625, "tokens_seen": 251265024 }, { "epoch": 0.08, "learning_rate": 0.0009331795386158476, "loss": 1.8976, "theoretical_loss": 4.263175338363491, "tokens_seen": 251330560 }, { "epoch": 0.08, "learning_rate": 0.0009331594784353059, "loss": 1.8301, "theoretical_loss": 4.263042054917186, "tokens_seen": 251396096 }, { "epoch": 0.08, "learning_rate": 0.0009331394182547643, "loss": 2.0389, "theoretical_loss": 4.262908815937604, "tokens_seen": 251461632 }, { "epoch": 0.08, "learning_rate": 0.0009331193580742227, "loss": 2.0028, "theoretical_loss": 4.262775621398329, "tokens_seen": 251527168 }, { "epoch": 0.08, "learning_rate": 0.0009330992978936811, "loss": 2.0408, "theoretical_loss": 4.262642471272963, "tokens_seen": 251592704 }, { "epoch": 0.08, "learning_rate": 0.0009330792377131394, "loss": 2.0631, "theoretical_loss": 4.262509365535134, "tokens_seen": 251658240 }, { "epoch": 0.08, "learning_rate": 0.0009330591775325979, "loss": 1.8172, "theoretical_loss": 4.262376304158492, "tokens_seen": 251723776 }, { "epoch": 0.08, "learning_rate": 0.0009330391173520561, "loss": 1.9694, "theoretical_loss": 4.262243287116707, "tokens_seen": 251789312 }, { "epoch": 0.08, "learning_rate": 0.0009330190571715146, "loss": 1.8517, "theoretical_loss": 4.2621103143834755, "tokens_seen": 251854848 }, { "epoch": 0.08, "learning_rate": 0.000932998996990973, "loss": 2.0222, "theoretical_loss": 4.261977385932512, "tokens_seen": 251920384 }, { "epoch": 0.08, "learning_rate": 0.0009329789368104313, "loss": 1.9252, "theoretical_loss": 4.261844501737556, "tokens_seen": 251985920 }, { "epoch": 0.08, "learning_rate": 0.0009329588766298897, "loss": 1.9154, "theoretical_loss": 4.26171166177237, "tokens_seen": 252051456 }, { "epoch": 0.08, "learning_rate": 0.000932938816449348, "loss": 1.8763, "theoretical_loss": 4.261578866010739, "tokens_seen": 252116992 }, { "epoch": 0.08, "learning_rate": 0.0009329187562688064, "loss": 1.9258, "theoretical_loss": 4.261446114426466, "tokens_seen": 252182528 }, { "epoch": 0.08, "learning_rate": 0.0009328986960882649, "loss": 1.823, "theoretical_loss": 4.261313406993382, "tokens_seen": 252248064 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.49495235085487366, "objective/train/docs_used": 98257, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8033281564712524, "objective/train/original_loss": 1.803328037261963, "objective/train/theoretical_loss": 4.261180743685337, "objective/train/tokens_used": 272773600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24527713656425476, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507421493530273, "objective/train/weighted_lm_loss": 1.8945033550262451, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 4.261180743685337, "tokens_seen": 252313600 }, { "epoch": 0.08, "learning_rate": 0.0009328786359077231, "loss": 1.8192, "theoretical_loss": 4.261180743685337, "tokens_seen": 252313600 }, { "epoch": 0.08, "learning_rate": 0.0009328585757271816, "loss": 1.9158, "theoretical_loss": 4.261048124476204, "tokens_seen": 252379136 }, { "epoch": 0.08, "learning_rate": 0.0009328385155466398, "loss": 1.9291, "theoretical_loss": 4.260915549339879, "tokens_seen": 252444672 }, { "epoch": 0.08, "learning_rate": 0.0009328184553660983, "loss": 1.7672, "theoretical_loss": 4.2607830182502795, "tokens_seen": 252510208 }, { "epoch": 0.08, "learning_rate": 0.0009327983951855567, "loss": 1.8606, "theoretical_loss": 4.260650531181345, "tokens_seen": 252575744 }, { "epoch": 0.08, "learning_rate": 0.000932778335005015, "loss": 1.8812, "theoretical_loss": 4.260518088107038, "tokens_seen": 252641280 }, { "epoch": 0.08, "learning_rate": 0.0009327582748244734, "loss": 1.9065, "theoretical_loss": 4.2603856890013425, "tokens_seen": 252706816 }, { "epoch": 0.08, "learning_rate": 0.0009327382146439319, "loss": 1.8938, "theoretical_loss": 4.260253333838264, "tokens_seen": 252772352 }, { "epoch": 0.08, "learning_rate": 0.0009327181544633901, "loss": 1.9165, "theoretical_loss": 4.260121022591832, "tokens_seen": 252837888 }, { "epoch": 0.08, "learning_rate": 0.0009326980942828486, "loss": 1.7946, "theoretical_loss": 4.259988755236097, "tokens_seen": 252903424 }, { "epoch": 0.08, "learning_rate": 0.0009326780341023069, "loss": 1.9426, "theoretical_loss": 4.25985653174513, "tokens_seen": 252968960 }, { "epoch": 0.08, "learning_rate": 0.0009326579739217653, "loss": 1.7934, "theoretical_loss": 4.259724352093027, "tokens_seen": 253034496 }, { "epoch": 0.08, "learning_rate": 0.0009326379137412237, "loss": 1.7676, "theoretical_loss": 4.259592216253903, "tokens_seen": 253100032 }, { "epoch": 0.08, "learning_rate": 0.000932617853560682, "loss": 1.8153, "theoretical_loss": 4.259460124201899, "tokens_seen": 253165568 }, { "epoch": 0.08, "learning_rate": 0.0009325977933801404, "loss": 1.7746, "theoretical_loss": 4.259328075911173, "tokens_seen": 253231104 }, { "epoch": 0.08, "learning_rate": 0.0009325777331995988, "loss": 1.7761, "theoretical_loss": 4.259196071355909, "tokens_seen": 253296640 }, { "epoch": 0.08, "learning_rate": 0.0009325576730190571, "loss": 1.9124, "theoretical_loss": 4.259064110510311, "tokens_seen": 253362176 }, { "epoch": 0.08, "learning_rate": 0.0009325376128385156, "loss": 1.8265, "theoretical_loss": 4.258932193348604, "tokens_seen": 253427712 }, { "epoch": 0.08, "learning_rate": 0.0009325175526579739, "loss": 1.9741, "theoretical_loss": 4.258800319845038, "tokens_seen": 253493248 }, { "epoch": 0.08, "learning_rate": 0.0009324974924774323, "loss": 1.8248, "theoretical_loss": 4.258668489973882, "tokens_seen": 253558784 }, { "epoch": 0.08, "learning_rate": 0.0009324774322968907, "loss": 1.8307, "theoretical_loss": 4.258536703709426, "tokens_seen": 253624320 }, { "epoch": 0.08, "learning_rate": 0.000932457372116349, "loss": 1.7819, "theoretical_loss": 4.258404961025986, "tokens_seen": 253689856 }, { "epoch": 0.08, "learning_rate": 0.0009324373119358074, "loss": 1.9135, "theoretical_loss": 4.258273261897896, "tokens_seen": 253755392 }, { "epoch": 0.08, "learning_rate": 0.0009324172517552658, "loss": 1.8765, "theoretical_loss": 4.258141606299514, "tokens_seen": 253820928 }, { "epoch": 0.08, "learning_rate": 0.0009323971915747242, "loss": 1.7368, "theoretical_loss": 4.258009994205218, "tokens_seen": 253886464 }, { "epoch": 0.08, "learning_rate": 0.0009323771313941826, "loss": 1.8066, "theoretical_loss": 4.257878425589407, "tokens_seen": 253952000 }, { "epoch": 0.08, "learning_rate": 0.000932357071213641, "loss": 1.8179, "theoretical_loss": 4.257746900426506, "tokens_seen": 254017536 }, { "epoch": 0.08, "learning_rate": 0.0009323370110330993, "loss": 1.7851, "theoretical_loss": 4.257615418690956, "tokens_seen": 254083072 }, { "epoch": 0.08, "learning_rate": 0.0009323169508525577, "loss": 1.7856, "theoretical_loss": 4.2574839803572235, "tokens_seen": 254148608 }, { "epoch": 0.08, "learning_rate": 0.0009322968906720161, "loss": 1.8776, "theoretical_loss": 4.257352585399795, "tokens_seen": 254214144 }, { "epoch": 0.08, "learning_rate": 0.0009322768304914745, "loss": 1.8318, "theoretical_loss": 4.25722123379318, "tokens_seen": 254279680 }, { "epoch": 0.08, "learning_rate": 0.0009322567703109328, "loss": 1.952, "theoretical_loss": 4.257089925511907, "tokens_seen": 254345216 }, { "epoch": 0.08, "learning_rate": 0.0009322367101303913, "loss": 2.0118, "theoretical_loss": 4.256958660530529, "tokens_seen": 254410752 }, { "epoch": 0.08, "learning_rate": 0.0009322166499498495, "loss": 1.8912, "theoretical_loss": 4.256827438823617, "tokens_seen": 254476288 }, { "epoch": 0.08, "learning_rate": 0.000932196589769308, "loss": 1.7353, "theoretical_loss": 4.256696260365768, "tokens_seen": 254541824 }, { "epoch": 0.08, "learning_rate": 0.0009321765295887663, "loss": 1.8728, "theoretical_loss": 4.256565125131597, "tokens_seen": 254607360 }, { "epoch": 0.08, "learning_rate": 0.0009321564694082247, "loss": 1.8088, "theoretical_loss": 4.25643403309574, "tokens_seen": 254672896 }, { "epoch": 0.08, "learning_rate": 0.0009321364092276831, "loss": 1.8988, "theoretical_loss": 4.256302984232858, "tokens_seen": 254738432 }, { "epoch": 0.08, "learning_rate": 0.0009321163490471415, "loss": 1.8722, "theoretical_loss": 4.256171978517629, "tokens_seen": 254803968 }, { "epoch": 0.08, "learning_rate": 0.0009320962888665998, "loss": 1.6762, "theoretical_loss": 4.256041015924756, "tokens_seen": 254869504 }, { "epoch": 0.08, "learning_rate": 0.0009320762286860583, "loss": 1.8221, "theoretical_loss": 4.255910096428962, "tokens_seen": 254935040 }, { "epoch": 0.08, "learning_rate": 0.0009320561685055165, "loss": 1.8804, "theoretical_loss": 4.255779220004991, "tokens_seen": 255000576 }, { "epoch": 0.08, "learning_rate": 0.000932036108324975, "loss": 1.6887, "theoretical_loss": 4.255648386627607, "tokens_seen": 255066112 }, { "epoch": 0.08, "learning_rate": 0.0009320160481444333, "loss": 1.8639, "theoretical_loss": 4.255517596271598, "tokens_seen": 255131648 }, { "epoch": 0.08, "learning_rate": 0.0009319959879638917, "loss": 1.8197, "theoretical_loss": 4.255386848911772, "tokens_seen": 255197184 }, { "epoch": 0.08, "learning_rate": 0.0009319759277833501, "loss": 1.7893, "theoretical_loss": 4.255256144522958, "tokens_seen": 255262720 }, { "epoch": 0.08, "learning_rate": 0.0009319558676028084, "loss": 1.8523, "theoretical_loss": 4.255125483080007, "tokens_seen": 255328256 }, { "epoch": 0.08, "learning_rate": 0.0009319358074222668, "loss": 1.8729, "theoretical_loss": 4.254994864557789, "tokens_seen": 255393792 }, { "epoch": 0.08, "learning_rate": 0.0009319157472417253, "loss": 1.7798, "theoretical_loss": 4.254864288931198, "tokens_seen": 255459328 }, { "epoch": 0.08, "learning_rate": 0.0009318956870611835, "loss": 1.8593, "theoretical_loss": 4.254733756175147, "tokens_seen": 255524864 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4922325015068054, "objective/train/docs_used": 99403, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7772718667984009, "objective/train/original_loss": 1.7772717475891113, "objective/train/theoretical_loss": 4.254603266264572, "objective/train/tokens_used": 276050400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24300870299339294, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050458550453186, "objective/train/weighted_lm_loss": 1.8668968677520752, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.254603266264572, "tokens_seen": 255590400 }, { "epoch": 0.08, "learning_rate": 0.000931875626880642, "loss": 1.7993, "theoretical_loss": 4.254603266264572, "tokens_seen": 255590400 }, { "epoch": 0.08, "learning_rate": 0.0009318555667001002, "loss": 1.7996, "theoretical_loss": 4.254472819174428, "tokens_seen": 255655936 }, { "epoch": 0.08, "learning_rate": 0.0009318355065195587, "loss": 1.6432, "theoretical_loss": 4.254342414879692, "tokens_seen": 255721472 }, { "epoch": 0.08, "learning_rate": 0.0009318154463390171, "loss": 1.833, "theoretical_loss": 4.254212053355362, "tokens_seen": 255787008 }, { "epoch": 0.08, "learning_rate": 0.0009317953861584754, "loss": 1.8269, "theoretical_loss": 4.254081734576458, "tokens_seen": 255852544 }, { "epoch": 0.08, "learning_rate": 0.0009317753259779338, "loss": 1.7435, "theoretical_loss": 4.25395145851802, "tokens_seen": 255918080 }, { "epoch": 0.08, "learning_rate": 0.0009317552657973923, "loss": 1.8863, "theoretical_loss": 4.253821225155107, "tokens_seen": 255983616 }, { "epoch": 0.08, "learning_rate": 0.0009317352056168505, "loss": 1.7373, "theoretical_loss": 4.253691034462804, "tokens_seen": 256049152 }, { "epoch": 0.08, "learning_rate": 0.000931715145436309, "loss": 1.8167, "theoretical_loss": 4.253560886416212, "tokens_seen": 256114688 }, { "epoch": 0.08, "learning_rate": 0.0009316950852557673, "loss": 1.8065, "theoretical_loss": 4.253430780990455, "tokens_seen": 256180224 }, { "epoch": 0.08, "learning_rate": 0.0009316750250752257, "loss": 1.7302, "theoretical_loss": 4.253300718160678, "tokens_seen": 256245760 }, { "epoch": 0.08, "learning_rate": 0.0009316549648946841, "loss": 1.8542, "theoretical_loss": 4.253170697902046, "tokens_seen": 256311296 }, { "epoch": 0.08, "learning_rate": 0.0009316349047141424, "loss": 1.7814, "theoretical_loss": 4.253040720189746, "tokens_seen": 256376832 }, { "epoch": 0.08, "learning_rate": 0.0009316148445336008, "loss": 1.9602, "theoretical_loss": 4.252910784998984, "tokens_seen": 256442368 }, { "epoch": 0.08, "learning_rate": 0.0009315947843530592, "loss": 1.6887, "theoretical_loss": 4.2527808923049895, "tokens_seen": 256507904 }, { "epoch": 0.08, "learning_rate": 0.0009315747241725175, "loss": 1.8397, "theoretical_loss": 4.252651042083009, "tokens_seen": 256573440 }, { "epoch": 0.08, "learning_rate": 0.000931554663991976, "loss": 1.7413, "theoretical_loss": 4.252521234308315, "tokens_seen": 256638976 }, { "epoch": 0.08, "learning_rate": 0.0009315346038114343, "loss": 1.7299, "theoretical_loss": 4.252391468956194, "tokens_seen": 256704512 }, { "epoch": 0.08, "learning_rate": 0.0009315145436308927, "loss": 1.7748, "theoretical_loss": 4.25226174600196, "tokens_seen": 256770048 }, { "epoch": 0.08, "learning_rate": 0.0009314944834503511, "loss": 1.7904, "theoretical_loss": 4.252132065420942, "tokens_seen": 256835584 }, { "epoch": 0.08, "learning_rate": 0.0009314744232698095, "loss": 1.8599, "theoretical_loss": 4.2520024271884935, "tokens_seen": 256901120 }, { "epoch": 0.08, "learning_rate": 0.0009314543630892678, "loss": 1.6606, "theoretical_loss": 4.251872831279986, "tokens_seen": 256966656 }, { "epoch": 0.08, "learning_rate": 0.0009314343029087262, "loss": 1.7963, "theoretical_loss": 4.251743277670815, "tokens_seen": 257032192 }, { "epoch": 0.08, "learning_rate": 0.0009314142427281845, "loss": 1.9087, "theoretical_loss": 4.251613766336391, "tokens_seen": 257097728 }, { "epoch": 0.08, "learning_rate": 0.000931394182547643, "loss": 1.9016, "theoretical_loss": 4.251484297252151, "tokens_seen": 257163264 }, { "epoch": 0.08, "learning_rate": 0.0009313741223671013, "loss": 1.9086, "theoretical_loss": 4.25135487039355, "tokens_seen": 257228800 }, { "epoch": 0.08, "learning_rate": 0.0009313540621865597, "loss": 1.9209, "theoretical_loss": 4.251225485736063, "tokens_seen": 257294336 }, { "epoch": 0.08, "learning_rate": 0.000931334002006018, "loss": 1.7854, "theoretical_loss": 4.251096143255185, "tokens_seen": 257359872 }, { "epoch": 0.08, "learning_rate": 0.0009313139418254765, "loss": 1.9528, "theoretical_loss": 4.250966842926434, "tokens_seen": 257425408 }, { "epoch": 0.08, "learning_rate": 0.0009312938816449348, "loss": 1.808, "theoretical_loss": 4.250837584725346, "tokens_seen": 257490944 }, { "epoch": 0.08, "learning_rate": 0.0009312738214643932, "loss": 1.7127, "theoretical_loss": 4.250708368627477, "tokens_seen": 257556480 }, { "epoch": 0.08, "learning_rate": 0.0009312537612838515, "loss": 1.9612, "theoretical_loss": 4.250579194608408, "tokens_seen": 257622016 }, { "epoch": 0.08, "learning_rate": 0.0009312337011033099, "loss": 1.8438, "theoretical_loss": 4.250450062643734, "tokens_seen": 257687552 }, { "epoch": 0.08, "learning_rate": 0.0009312136409227683, "loss": 1.7651, "theoretical_loss": 4.2503209727090745, "tokens_seen": 257753088 }, { "epoch": 0.08, "learning_rate": 0.0009311935807422267, "loss": 1.8181, "theoretical_loss": 4.250191924780069, "tokens_seen": 257818624 }, { "epoch": 0.08, "learning_rate": 0.000931173520561685, "loss": 1.781, "theoretical_loss": 4.250062918832374, "tokens_seen": 257884160 }, { "epoch": 0.08, "learning_rate": 0.0009311534603811435, "loss": 1.6716, "theoretical_loss": 4.249933954841672, "tokens_seen": 257949696 }, { "epoch": 0.08, "learning_rate": 0.0009311334002006018, "loss": 2.0471, "theoretical_loss": 4.249805032783661, "tokens_seen": 258015232 }, { "epoch": 0.08, "learning_rate": 0.0009311133400200602, "loss": 1.8217, "theoretical_loss": 4.249676152634061, "tokens_seen": 258080768 }, { "epoch": 0.08, "learning_rate": 0.0009310932798395186, "loss": 1.9101, "theoretical_loss": 4.249547314368613, "tokens_seen": 258146304 }, { "epoch": 0.08, "learning_rate": 0.0009310732196589769, "loss": 1.8241, "theoretical_loss": 4.2494185179630755, "tokens_seen": 258211840 }, { "epoch": 0.08, "learning_rate": 0.0009310531594784353, "loss": 1.8213, "theoretical_loss": 4.24928976339323, "tokens_seen": 258277376 }, { "epoch": 0.08, "learning_rate": 0.0009310330992978937, "loss": 1.8407, "theoretical_loss": 4.249161050634876, "tokens_seen": 258342912 }, { "epoch": 0.08, "learning_rate": 0.000931013039117352, "loss": 1.9322, "theoretical_loss": 4.249032379663836, "tokens_seen": 258408448 }, { "epoch": 0.08, "learning_rate": 0.0009309929789368105, "loss": 1.7703, "theoretical_loss": 4.24890375045595, "tokens_seen": 258473984 }, { "epoch": 0.08, "learning_rate": 0.0009309729187562687, "loss": 1.8058, "theoretical_loss": 4.248775162987078, "tokens_seen": 258539520 }, { "epoch": 0.08, "learning_rate": 0.0009309528585757272, "loss": 1.7423, "theoretical_loss": 4.248646617233103, "tokens_seen": 258605056 }, { "epoch": 0.08, "learning_rate": 0.0009309327983951856, "loss": 1.7474, "theoretical_loss": 4.248518113169924, "tokens_seen": 258670592 }, { "epoch": 0.08, "learning_rate": 0.0009309127382146439, "loss": 1.9037, "theoretical_loss": 4.248389650773463, "tokens_seen": 258736128 }, { "epoch": 0.08, "learning_rate": 0.0009308926780341024, "loss": 1.7221, "theoretical_loss": 4.248261230019661, "tokens_seen": 258801664 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4922111928462982, "objective/train/docs_used": 100739, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5991153717041016, "objective/train/original_loss": 1.5991151332855225, "objective/train/theoretical_loss": 4.24813285088448, "objective/train/tokens_used": 279327200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24256941676139832, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504542589187622, "objective/train/weighted_lm_loss": 1.679618239402771, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 4.24813285088448, "tokens_seen": 258867200 }, { "epoch": 0.08, "learning_rate": 0.0009308726178535606, "loss": 1.7685, "theoretical_loss": 4.24813285088448, "tokens_seen": 258867200 }, { "epoch": 0.08, "learning_rate": 0.0009308525576730191, "loss": 1.8756, "theoretical_loss": 4.248004513343899, "tokens_seen": 258932736 }, { "epoch": 0.08, "learning_rate": 0.0009308324974924775, "loss": 1.9389, "theoretical_loss": 4.24787621737392, "tokens_seen": 258998272 }, { "epoch": 0.08, "learning_rate": 0.0009308124373119358, "loss": 1.7622, "theoretical_loss": 4.247747962950564, "tokens_seen": 259063808 }, { "epoch": 0.08, "learning_rate": 0.0009307923771313942, "loss": 1.8245, "theoretical_loss": 4.247619750049871, "tokens_seen": 259129344 }, { "epoch": 0.08, "learning_rate": 0.0009307723169508527, "loss": 1.7996, "theoretical_loss": 4.247491578647903, "tokens_seen": 259194880 }, { "epoch": 0.08, "learning_rate": 0.0009307522567703109, "loss": 1.7617, "theoretical_loss": 4.247363448720739, "tokens_seen": 259260416 }, { "epoch": 0.08, "learning_rate": 0.0009307321965897694, "loss": 1.7627, "theoretical_loss": 4.24723536024448, "tokens_seen": 259325952 }, { "epoch": 0.08, "learning_rate": 0.0009307121364092277, "loss": 1.8327, "theoretical_loss": 4.247107313195246, "tokens_seen": 259391488 }, { "epoch": 0.08, "learning_rate": 0.0009306920762286861, "loss": 1.8597, "theoretical_loss": 4.246979307549177, "tokens_seen": 259457024 }, { "epoch": 0.08, "learning_rate": 0.0009306720160481445, "loss": 1.8707, "theoretical_loss": 4.246851343282432, "tokens_seen": 259522560 }, { "epoch": 0.08, "learning_rate": 0.0009306519558676028, "loss": 1.9826, "theoretical_loss": 4.246723420371191, "tokens_seen": 259588096 }, { "epoch": 0.08, "learning_rate": 0.0009306318956870612, "loss": 1.828, "theoretical_loss": 4.246595538791653, "tokens_seen": 259653632 }, { "epoch": 0.08, "learning_rate": 0.0009306118355065196, "loss": 1.8696, "theoretical_loss": 4.246467698520037, "tokens_seen": 259719168 }, { "epoch": 0.08, "learning_rate": 0.0009305917753259779, "loss": 1.823, "theoretical_loss": 4.246339899532582, "tokens_seen": 259784704 }, { "epoch": 0.08, "learning_rate": 0.0009305717151454364, "loss": 1.872, "theoretical_loss": 4.246212141805544, "tokens_seen": 259850240 }, { "epoch": 0.08, "learning_rate": 0.0009305516549648947, "loss": 1.8403, "theoretical_loss": 4.246084425315203, "tokens_seen": 259915776 }, { "epoch": 0.08, "learning_rate": 0.0009305315947843531, "loss": 1.6529, "theoretical_loss": 4.245956750037855, "tokens_seen": 259981312 }, { "epoch": 0.08, "learning_rate": 0.0009305115346038115, "loss": 1.7805, "theoretical_loss": 4.245829115949818, "tokens_seen": 260046848 }, { "epoch": 0.08, "learning_rate": 0.0009304914744232699, "loss": 1.9065, "theoretical_loss": 4.245701523027429, "tokens_seen": 260112384 }, { "epoch": 0.08, "learning_rate": 0.0009304714142427282, "loss": 1.8109, "theoretical_loss": 4.245573971247042, "tokens_seen": 260177920 }, { "epoch": 0.08, "learning_rate": 0.0009304513540621866, "loss": 1.8887, "theoretical_loss": 4.245446460585035, "tokens_seen": 260243456 }, { "epoch": 0.08, "learning_rate": 0.0009304312938816449, "loss": 1.886, "theoretical_loss": 4.245318991017802, "tokens_seen": 260308992 }, { "epoch": 0.08, "learning_rate": 0.0009304112337011034, "loss": 1.7386, "theoretical_loss": 4.245191562521757, "tokens_seen": 260374528 }, { "epoch": 0.08, "learning_rate": 0.0009303911735205617, "loss": 1.8463, "theoretical_loss": 4.2450641750733356, "tokens_seen": 260440064 }, { "epoch": 0.08, "learning_rate": 0.0009303711133400201, "loss": 1.7975, "theoretical_loss": 4.24493682864899, "tokens_seen": 260505600 }, { "epoch": 0.08, "learning_rate": 0.0009303510531594784, "loss": 1.8787, "theoretical_loss": 4.244809523225195, "tokens_seen": 260571136 }, { "epoch": 0.08, "learning_rate": 0.0009303309929789369, "loss": 1.7446, "theoretical_loss": 4.244682258778441, "tokens_seen": 260636672 }, { "epoch": 0.08, "learning_rate": 0.0009303109327983952, "loss": 1.8998, "theoretical_loss": 4.2445550352852415, "tokens_seen": 260702208 }, { "epoch": 0.08, "learning_rate": 0.0009302908726178536, "loss": 1.919, "theoretical_loss": 4.244427852722127, "tokens_seen": 260767744 }, { "epoch": 0.08, "learning_rate": 0.000930270812437312, "loss": 1.8169, "theoretical_loss": 4.244300711065646, "tokens_seen": 260833280 }, { "epoch": 0.08, "learning_rate": 0.0009302507522567703, "loss": 1.785, "theoretical_loss": 4.244173610292372, "tokens_seen": 260898816 }, { "epoch": 0.08, "learning_rate": 0.0009302306920762287, "loss": 1.685, "theoretical_loss": 4.244046550378892, "tokens_seen": 260964352 }, { "epoch": 0.08, "learning_rate": 0.0009302106318956871, "loss": 1.6913, "theoretical_loss": 4.243919531301814, "tokens_seen": 261029888 }, { "epoch": 0.08, "learning_rate": 0.0009301905717151454, "loss": 1.7615, "theoretical_loss": 4.243792553037767, "tokens_seen": 261095424 }, { "epoch": 0.08, "learning_rate": 0.0009301705115346039, "loss": 1.8247, "theoretical_loss": 4.243665615563396, "tokens_seen": 261160960 }, { "epoch": 0.08, "learning_rate": 0.0009301504513540622, "loss": 1.8357, "theoretical_loss": 4.243538718855369, "tokens_seen": 261226496 }, { "epoch": 0.08, "learning_rate": 0.0009301303911735206, "loss": 1.8834, "theoretical_loss": 4.243411862890371, "tokens_seen": 261292032 }, { "epoch": 0.08, "learning_rate": 0.000930110330992979, "loss": 1.7083, "theoretical_loss": 4.243285047645106, "tokens_seen": 261357568 }, { "epoch": 0.08, "learning_rate": 0.0009300902708124373, "loss": 1.8269, "theoretical_loss": 4.243158273096297, "tokens_seen": 261423104 }, { "epoch": 0.08, "learning_rate": 0.0009300702106318957, "loss": 1.9182, "theoretical_loss": 4.243031539220689, "tokens_seen": 261488640 }, { "epoch": 0.08, "learning_rate": 0.0009300501504513541, "loss": 1.9445, "theoretical_loss": 4.242904845995041, "tokens_seen": 261554176 }, { "epoch": 0.08, "learning_rate": 0.0009300300902708124, "loss": 1.8878, "theoretical_loss": 4.242778193396136, "tokens_seen": 261619712 }, { "epoch": 0.08, "learning_rate": 0.0009300100300902709, "loss": 1.8315, "theoretical_loss": 4.242651581400774, "tokens_seen": 261685248 }, { "epoch": 0.08, "learning_rate": 0.0009299899699097291, "loss": 1.8104, "theoretical_loss": 4.242525009985773, "tokens_seen": 261750784 }, { "epoch": 0.08, "learning_rate": 0.0009299699097291876, "loss": 1.8935, "theoretical_loss": 4.242398479127972, "tokens_seen": 261816320 }, { "epoch": 0.08, "learning_rate": 0.000929949849548646, "loss": 1.7999, "theoretical_loss": 4.242271988804228, "tokens_seen": 261881856 }, { "epoch": 0.08, "learning_rate": 0.0009299297893681043, "loss": 1.7533, "theoretical_loss": 4.242145538991417, "tokens_seen": 261947392 }, { "epoch": 0.08, "learning_rate": 0.0009299097291875627, "loss": 1.6952, "theoretical_loss": 4.242019129666434, "tokens_seen": 262012928 }, { "epoch": 0.08, "learning_rate": 0.000929889669007021, "loss": 1.688, "theoretical_loss": 4.241892760806194, "tokens_seen": 262078464 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4959133267402649, "objective/train/docs_used": 101934, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8622653484344482, "objective/train/original_loss": 1.8622653484344482, "objective/train/theoretical_loss": 4.241766432387629, "objective/train/tokens_used": 282604000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24602378904819489, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050842046737671, "objective/train/weighted_lm_loss": 1.957066535949707, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0396549701690674, "theoretical_loss": 4.241766432387629, "tokens_seen": 262144000 }, { "epoch": 0.08, "learning_rate": 0.0009298696088264794, "loss": 1.8692, "theoretical_loss": 4.241766432387629, "tokens_seen": 262144000 }, { "epoch": 0.08, "learning_rate": 0.0009298495486459379, "loss": 1.8105, "theoretical_loss": 4.241640144387691, "tokens_seen": 262209536 }, { "epoch": 0.08, "learning_rate": 0.0009298294884653961, "loss": 1.7178, "theoretical_loss": 4.241513896783352, "tokens_seen": 262275072 }, { "epoch": 0.08, "learning_rate": 0.0009298094282848546, "loss": 1.8063, "theoretical_loss": 4.2413876895516, "tokens_seen": 262340608 }, { "epoch": 0.08, "learning_rate": 0.000929789368104313, "loss": 1.8252, "theoretical_loss": 4.241261522669445, "tokens_seen": 262406144 }, { "epoch": 0.08, "learning_rate": 0.0009297693079237713, "loss": 1.8267, "theoretical_loss": 4.241135396113914, "tokens_seen": 262471680 }, { "epoch": 0.08, "learning_rate": 0.0009297492477432297, "loss": 1.9232, "theoretical_loss": 4.2410093098620525, "tokens_seen": 262537216 }, { "epoch": 0.08, "learning_rate": 0.000929729187562688, "loss": 1.7269, "theoretical_loss": 4.240883263890925, "tokens_seen": 262602752 }, { "epoch": 0.08, "learning_rate": 0.0009297091273821464, "loss": 1.9214, "theoretical_loss": 4.240757258177617, "tokens_seen": 262668288 }, { "epoch": 0.08, "learning_rate": 0.0009296890672016049, "loss": 1.8207, "theoretical_loss": 4.240631292699231, "tokens_seen": 262733824 }, { "epoch": 0.08, "learning_rate": 0.0009296690070210631, "loss": 1.7695, "theoretical_loss": 4.2405053674328865, "tokens_seen": 262799360 }, { "epoch": 0.08, "learning_rate": 0.0009296489468405216, "loss": 1.789, "theoretical_loss": 4.240379482355724, "tokens_seen": 262864896 }, { "epoch": 0.08, "learning_rate": 0.0009296288866599799, "loss": 1.6906, "theoretical_loss": 4.240253637444903, "tokens_seen": 262930432 }, { "epoch": 0.08, "learning_rate": 0.0009296088264794383, "loss": 1.689, "theoretical_loss": 4.2401278326776, "tokens_seen": 262995968 }, { "epoch": 0.08, "learning_rate": 0.0009295887662988967, "loss": 1.7909, "theoretical_loss": 4.2400020680310115, "tokens_seen": 263061504 }, { "epoch": 0.08, "learning_rate": 0.0009295687061183551, "loss": 1.7541, "theoretical_loss": 4.239876343482352, "tokens_seen": 263127040 }, { "epoch": 0.08, "learning_rate": 0.0009295486459378134, "loss": 1.8034, "theoretical_loss": 4.239750659008854, "tokens_seen": 263192576 }, { "epoch": 0.08, "learning_rate": 0.0009295285857572719, "loss": 1.7027, "theoretical_loss": 4.23962501458777, "tokens_seen": 263258112 }, { "epoch": 0.08, "learning_rate": 0.0009295085255767301, "loss": 1.923, "theoretical_loss": 4.2394994101963706, "tokens_seen": 263323648 }, { "epoch": 0.08, "learning_rate": 0.0009294884653961886, "loss": 1.7502, "theoretical_loss": 4.239373845811944, "tokens_seen": 263389184 }, { "epoch": 0.08, "learning_rate": 0.0009294684052156469, "loss": 1.8158, "theoretical_loss": 4.2392483214117975, "tokens_seen": 263454720 }, { "epoch": 0.08, "learning_rate": 0.0009294483450351053, "loss": 1.9041, "theoretical_loss": 4.239122836973258, "tokens_seen": 263520256 }, { "epoch": 0.08, "learning_rate": 0.0009294282848545638, "loss": 1.8612, "theoretical_loss": 4.238997392473669, "tokens_seen": 263585792 }, { "epoch": 0.08, "learning_rate": 0.0009294082246740221, "loss": 1.8119, "theoretical_loss": 4.238871987890395, "tokens_seen": 263651328 }, { "epoch": 0.08, "learning_rate": 0.0009293881644934805, "loss": 1.8197, "theoretical_loss": 4.238746623200815, "tokens_seen": 263716864 }, { "epoch": 0.08, "learning_rate": 0.0009293681043129388, "loss": 1.8277, "theoretical_loss": 4.238621298382331, "tokens_seen": 263782400 }, { "epoch": 0.08, "learning_rate": 0.0009293480441323973, "loss": 1.8537, "theoretical_loss": 4.23849601341236, "tokens_seen": 263847936 }, { "epoch": 0.08, "learning_rate": 0.0009293279839518556, "loss": 1.7895, "theoretical_loss": 4.2383707682683385, "tokens_seen": 263913472 }, { "epoch": 0.08, "learning_rate": 0.000929307923771314, "loss": 1.8325, "theoretical_loss": 4.238245562927722, "tokens_seen": 263979008 }, { "epoch": 0.08, "learning_rate": 0.0009292878635907723, "loss": 1.7732, "theoretical_loss": 4.238120397367984, "tokens_seen": 264044544 }, { "epoch": 0.08, "learning_rate": 0.0009292678034102307, "loss": 1.8699, "theoretical_loss": 4.237995271566616, "tokens_seen": 264110080 }, { "epoch": 0.08, "learning_rate": 0.0009292477432296891, "loss": 1.9023, "theoretical_loss": 4.237870185501127, "tokens_seen": 264175616 }, { "epoch": 0.08, "learning_rate": 0.0009292276830491475, "loss": 1.7925, "theoretical_loss": 4.237745139149047, "tokens_seen": 264241152 }, { "epoch": 0.08, "learning_rate": 0.0009292076228686058, "loss": 1.825, "theoretical_loss": 4.237620132487923, "tokens_seen": 264306688 }, { "epoch": 0.08, "learning_rate": 0.0009291875626880643, "loss": 1.7765, "theoretical_loss": 4.237495165495317, "tokens_seen": 264372224 }, { "epoch": 0.08, "learning_rate": 0.0009291675025075226, "loss": 1.7354, "theoretical_loss": 4.237370238148814, "tokens_seen": 264437760 }, { "epoch": 0.08, "learning_rate": 0.000929147442326981, "loss": 1.7925, "theoretical_loss": 4.237245350426015, "tokens_seen": 264503296 }, { "epoch": 0.08, "learning_rate": 0.0009291273821464394, "loss": 1.6433, "theoretical_loss": 4.23712050230454, "tokens_seen": 264568832 }, { "epoch": 0.08, "learning_rate": 0.0009291073219658977, "loss": 1.8064, "theoretical_loss": 4.236995693762026, "tokens_seen": 264634368 }, { "epoch": 0.08, "learning_rate": 0.0009290872617853561, "loss": 1.6874, "theoretical_loss": 4.236870924776128, "tokens_seen": 264699904 }, { "epoch": 0.08, "learning_rate": 0.0009290672016048145, "loss": 1.8004, "theoretical_loss": 4.236746195324523, "tokens_seen": 264765440 }, { "epoch": 0.08, "learning_rate": 0.0009290471414242728, "loss": 1.8509, "theoretical_loss": 4.2366215053849, "tokens_seen": 264830976 }, { "epoch": 0.08, "learning_rate": 0.0009290270812437313, "loss": 1.8856, "theoretical_loss": 4.23649685493497, "tokens_seen": 264896512 }, { "epoch": 0.08, "learning_rate": 0.0009290070210631895, "loss": 1.8162, "theoretical_loss": 4.236372243952461, "tokens_seen": 264962048 }, { "epoch": 0.08, "learning_rate": 0.000928986960882648, "loss": 1.9025, "theoretical_loss": 4.2362476724151215, "tokens_seen": 265027584 }, { "epoch": 0.08, "learning_rate": 0.0009289669007021064, "loss": 1.8805, "theoretical_loss": 4.236123140300713, "tokens_seen": 265093120 }, { "epoch": 0.08, "learning_rate": 0.0009289468405215647, "loss": 1.7836, "theoretical_loss": 4.235998647587021, "tokens_seen": 265158656 }, { "epoch": 0.08, "learning_rate": 0.0009289267803410231, "loss": 1.8182, "theoretical_loss": 4.235874194251843, "tokens_seen": 265224192 }, { "epoch": 0.08, "learning_rate": 0.0009289067201604814, "loss": 1.737, "theoretical_loss": 4.235749780272998, "tokens_seen": 265289728 }, { "epoch": 0.08, "learning_rate": 0.0009288866599799398, "loss": 1.8422, "theoretical_loss": 4.2356254056283245, "tokens_seen": 265355264 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.49507758021354675, "objective/train/docs_used": 103026, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5715179443359375, "objective/train/original_loss": 1.5715179443359375, "objective/train/theoretical_loss": 4.235501070295674, "objective/train/tokens_used": 285880800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24532651901245117, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507550239562988, "objective/train/weighted_lm_loss": 1.6512619256973267, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.235501070295674, "tokens_seen": 265420800 }, { "epoch": 0.08, "learning_rate": 0.0009288665997993983, "loss": 1.8102, "theoretical_loss": 4.235501070295674, "tokens_seen": 265420800 }, { "epoch": 0.08, "learning_rate": 0.0009288465396188565, "loss": 1.8941, "theoretical_loss": 4.235376774252922, "tokens_seen": 265486336 }, { "epoch": 0.08, "learning_rate": 0.000928826479438315, "loss": 1.9101, "theoretical_loss": 4.235252517477956, "tokens_seen": 265551872 }, { "epoch": 0.08, "learning_rate": 0.0009288064192577734, "loss": 1.7015, "theoretical_loss": 4.235128299948684, "tokens_seen": 265617408 }, { "epoch": 0.08, "learning_rate": 0.0009287863590772317, "loss": 1.7076, "theoretical_loss": 4.235004121643034, "tokens_seen": 265682944 }, { "epoch": 0.08, "learning_rate": 0.0009287662988966901, "loss": 1.8181, "theoretical_loss": 4.234879982538949, "tokens_seen": 265748480 }, { "epoch": 0.08, "learning_rate": 0.0009287462387161485, "loss": 1.7664, "theoretical_loss": 4.23475588261439, "tokens_seen": 265814016 }, { "epoch": 0.08, "learning_rate": 0.0009287261785356068, "loss": 1.787, "theoretical_loss": 4.234631821847337, "tokens_seen": 265879552 }, { "epoch": 0.08, "learning_rate": 0.0009287061183550653, "loss": 1.7446, "theoretical_loss": 4.234507800215788, "tokens_seen": 265945088 }, { "epoch": 0.08, "learning_rate": 0.0009286860581745235, "loss": 1.8445, "theoretical_loss": 4.234383817697755, "tokens_seen": 266010624 }, { "epoch": 0.08, "learning_rate": 0.000928665997993982, "loss": 1.777, "theoretical_loss": 4.234259874271275, "tokens_seen": 266076160 }, { "epoch": 0.08, "learning_rate": 0.0009286459378134403, "loss": 1.8054, "theoretical_loss": 4.234135969914396, "tokens_seen": 266141696 }, { "epoch": 0.08, "learning_rate": 0.0009286258776328987, "loss": 1.9136, "theoretical_loss": 4.234012104605187, "tokens_seen": 266207232 }, { "epoch": 0.08, "learning_rate": 0.0009286058174523571, "loss": 1.7999, "theoretical_loss": 4.233888278321734, "tokens_seen": 266272768 }, { "epoch": 0.08, "learning_rate": 0.0009285857572718155, "loss": 1.6735, "theoretical_loss": 4.23376449104214, "tokens_seen": 266338304 }, { "epoch": 0.08, "learning_rate": 0.0009285656970912738, "loss": 1.8224, "theoretical_loss": 4.233640742744528, "tokens_seen": 266403840 }, { "epoch": 0.08, "learning_rate": 0.0009285456369107323, "loss": 1.9214, "theoretical_loss": 4.233517033407035, "tokens_seen": 266469376 }, { "epoch": 0.08, "learning_rate": 0.0009285255767301905, "loss": 1.8953, "theoretical_loss": 4.23339336300782, "tokens_seen": 266534912 }, { "epoch": 0.08, "learning_rate": 0.000928505516549649, "loss": 1.8393, "theoretical_loss": 4.233269731525055, "tokens_seen": 266600448 }, { "epoch": 0.08, "learning_rate": 0.0009284854563691073, "loss": 1.8253, "theoretical_loss": 4.233146138936933, "tokens_seen": 266665984 }, { "epoch": 0.08, "learning_rate": 0.0009284653961885657, "loss": 1.8904, "theoretical_loss": 4.233022585221662, "tokens_seen": 266731520 }, { "epoch": 0.08, "learning_rate": 0.0009284453360080241, "loss": 1.8195, "theoretical_loss": 4.232899070357472, "tokens_seen": 266797056 }, { "epoch": 0.08, "learning_rate": 0.0009284252758274825, "loss": 1.7398, "theoretical_loss": 4.232775594322605, "tokens_seen": 266862592 }, { "epoch": 0.08, "learning_rate": 0.0009284052156469408, "loss": 1.8531, "theoretical_loss": 4.232652157095323, "tokens_seen": 266928128 }, { "epoch": 0.08, "learning_rate": 0.0009283851554663992, "loss": 1.8012, "theoretical_loss": 4.232528758653906, "tokens_seen": 266993664 }, { "epoch": 0.08, "learning_rate": 0.0009283650952858576, "loss": 1.7835, "theoretical_loss": 4.232405398976653, "tokens_seen": 267059200 }, { "epoch": 0.08, "learning_rate": 0.000928345035105316, "loss": 1.7591, "theoretical_loss": 4.232282078041876, "tokens_seen": 267124736 }, { "epoch": 0.08, "learning_rate": 0.0009283249749247743, "loss": 1.7493, "theoretical_loss": 4.232158795827908, "tokens_seen": 267190272 }, { "epoch": 0.08, "learning_rate": 0.0009283049147442327, "loss": 1.8331, "theoretical_loss": 4.232035552313097, "tokens_seen": 267255808 }, { "epoch": 0.08, "learning_rate": 0.000928284854563691, "loss": 1.759, "theoretical_loss": 4.231912347475812, "tokens_seen": 267321344 }, { "epoch": 0.08, "learning_rate": 0.0009282647943831495, "loss": 1.9049, "theoretical_loss": 4.231789181294436, "tokens_seen": 267386880 }, { "epoch": 0.08, "learning_rate": 0.0009282447342026078, "loss": 1.8436, "theoretical_loss": 4.231666053747371, "tokens_seen": 267452416 }, { "epoch": 0.08, "learning_rate": 0.0009282246740220662, "loss": 1.9009, "theoretical_loss": 4.231542964813034, "tokens_seen": 267517952 }, { "epoch": 0.08, "learning_rate": 0.0009282046138415246, "loss": 1.7458, "theoretical_loss": 4.231419914469864, "tokens_seen": 267583488 }, { "epoch": 0.08, "learning_rate": 0.000928184553660983, "loss": 1.9132, "theoretical_loss": 4.231296902696314, "tokens_seen": 267649024 }, { "epoch": 0.08, "learning_rate": 0.0009281644934804413, "loss": 1.738, "theoretical_loss": 4.231173929470853, "tokens_seen": 267714560 }, { "epoch": 0.08, "learning_rate": 0.0009281444332998998, "loss": 1.8208, "theoretical_loss": 4.231050994771971, "tokens_seen": 267780096 }, { "epoch": 0.08, "learning_rate": 0.000928124373119358, "loss": 1.7115, "theoretical_loss": 4.230928098578174, "tokens_seen": 267845632 }, { "epoch": 0.08, "learning_rate": 0.0009281043129388165, "loss": 1.7666, "theoretical_loss": 4.230805240867982, "tokens_seen": 267911168 }, { "epoch": 0.08, "learning_rate": 0.0009280842527582748, "loss": 1.8364, "theoretical_loss": 4.230682421619936, "tokens_seen": 267976704 }, { "epoch": 0.08, "learning_rate": 0.0009280641925777332, "loss": 1.7936, "theoretical_loss": 4.2305596408125945, "tokens_seen": 268042240 }, { "epoch": 0.08, "learning_rate": 0.0009280441323971916, "loss": 1.7574, "theoretical_loss": 4.23043689842453, "tokens_seen": 268107776 }, { "epoch": 0.08, "learning_rate": 0.0009280240722166499, "loss": 1.7779, "theoretical_loss": 4.230314194434336, "tokens_seen": 268173312 }, { "epoch": 0.08, "learning_rate": 0.0009280040120361083, "loss": 1.7898, "theoretical_loss": 4.23019152882062, "tokens_seen": 268238848 }, { "epoch": 0.08, "learning_rate": 0.0009279839518555668, "loss": 1.8302, "theoretical_loss": 4.2300689015620065, "tokens_seen": 268304384 }, { "epoch": 0.08, "learning_rate": 0.000927963891675025, "loss": 1.8138, "theoretical_loss": 4.229946312637141, "tokens_seen": 268369920 }, { "epoch": 0.08, "learning_rate": 0.0009279438314944835, "loss": 1.7802, "theoretical_loss": 4.229823762024681, "tokens_seen": 268435456 }, { "epoch": 0.08, "learning_rate": 0.0009279237713139418, "loss": 1.8906, "theoretical_loss": 4.2297012497033055, "tokens_seen": 268500992 }, { "epoch": 0.08, "learning_rate": 0.0009279037111334002, "loss": 1.8555, "theoretical_loss": 4.229578775651707, "tokens_seen": 268566528 }, { "epoch": 0.08, "learning_rate": 0.0009278836509528587, "loss": 1.7775, "theoretical_loss": 4.229456339848598, "tokens_seen": 268632064 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.49237704277038574, "objective/train/docs_used": 104173, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5822020769119263, "objective/train/original_loss": 1.5822019577026367, "objective/train/theoretical_loss": 4.2293339422727065, "objective/train/tokens_used": 289157600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24295735359191895, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504728555679321, "objective/train/weighted_lm_loss": 1.661965250968933, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.2293339422727065, "tokens_seen": 268697600 }, { "epoch": 0.08, "learning_rate": 0.0009278635907723169, "loss": 1.677, "theoretical_loss": 4.2293339422727065, "tokens_seen": 268697600 }, { "epoch": 0.08, "learning_rate": 0.0009278435305917754, "loss": 1.771, "theoretical_loss": 4.229211582902778, "tokens_seen": 268763136 }, { "epoch": 0.08, "learning_rate": 0.0009278234704112338, "loss": 1.8272, "theoretical_loss": 4.229089261717574, "tokens_seen": 268828672 }, { "epoch": 0.08, "learning_rate": 0.0009278034102306921, "loss": 1.8982, "theoretical_loss": 4.2289669786958735, "tokens_seen": 268894208 }, { "epoch": 0.08, "learning_rate": 0.0009277833500501505, "loss": 1.8134, "theoretical_loss": 4.228844733816474, "tokens_seen": 268959744 }, { "epoch": 0.08, "learning_rate": 0.0009277632898696089, "loss": 1.8508, "theoretical_loss": 4.228722527058188, "tokens_seen": 269025280 }, { "epoch": 0.08, "learning_rate": 0.0009277432296890672, "loss": 1.7465, "theoretical_loss": 4.228600358399845, "tokens_seen": 269090816 }, { "epoch": 0.08, "learning_rate": 0.0009277231695085257, "loss": 1.8031, "theoretical_loss": 4.228478227820292, "tokens_seen": 269156352 }, { "epoch": 0.08, "learning_rate": 0.0009277031093279839, "loss": 1.6002, "theoretical_loss": 4.228356135298394, "tokens_seen": 269221888 }, { "epoch": 0.08, "learning_rate": 0.0009276830491474424, "loss": 1.7915, "theoretical_loss": 4.2282340808130305, "tokens_seen": 269287424 }, { "epoch": 0.08, "learning_rate": 0.0009276629889669007, "loss": 1.7165, "theoretical_loss": 4.2281120643431, "tokens_seen": 269352960 }, { "epoch": 0.08, "learning_rate": 0.0009276429287863591, "loss": 1.6739, "theoretical_loss": 4.227990085867517, "tokens_seen": 269418496 }, { "epoch": 0.08, "learning_rate": 0.0009276228686058175, "loss": 1.7462, "theoretical_loss": 4.227868145365211, "tokens_seen": 269484032 }, { "epoch": 0.08, "learning_rate": 0.0009276028084252759, "loss": 1.7257, "theoretical_loss": 4.227746242815132, "tokens_seen": 269549568 }, { "epoch": 0.08, "learning_rate": 0.0009275827482447342, "loss": 1.8566, "theoretical_loss": 4.227624378196245, "tokens_seen": 269615104 }, { "epoch": 0.08, "learning_rate": 0.0009275626880641927, "loss": 1.8052, "theoretical_loss": 4.227502551487531, "tokens_seen": 269680640 }, { "epoch": 0.08, "learning_rate": 0.000927542627883651, "loss": 1.804, "theoretical_loss": 4.227380762667987, "tokens_seen": 269746176 }, { "epoch": 0.08, "learning_rate": 0.0009275225677031094, "loss": 1.8553, "theoretical_loss": 4.2272590117166295, "tokens_seen": 269811712 }, { "epoch": 0.08, "learning_rate": 0.0009275025075225677, "loss": 1.682, "theoretical_loss": 4.22713729861249, "tokens_seen": 269877248 }, { "epoch": 0.08, "learning_rate": 0.0009274824473420261, "loss": 1.7293, "theoretical_loss": 4.2270156233346174, "tokens_seen": 269942784 }, { "epoch": 0.08, "learning_rate": 0.0009274623871614845, "loss": 1.7395, "theoretical_loss": 4.226893985862076, "tokens_seen": 270008320 }, { "epoch": 0.08, "learning_rate": 0.0009274423269809429, "loss": 1.8387, "theoretical_loss": 4.226772386173948, "tokens_seen": 270073856 }, { "epoch": 0.08, "learning_rate": 0.0009274222668004012, "loss": 1.8202, "theoretical_loss": 4.226650824249333, "tokens_seen": 270139392 }, { "epoch": 0.08, "learning_rate": 0.0009274022066198596, "loss": 1.8298, "theoretical_loss": 4.226529300067345, "tokens_seen": 270204928 }, { "epoch": 0.08, "learning_rate": 0.000927382146439318, "loss": 1.8401, "theoretical_loss": 4.226407813607116, "tokens_seen": 270270464 }, { "epoch": 0.08, "learning_rate": 0.0009273620862587764, "loss": 1.831, "theoretical_loss": 4.226286364847795, "tokens_seen": 270336000 }, { "epoch": 0.08, "learning_rate": 0.0009273420260782347, "loss": 1.7314, "theoretical_loss": 4.226164953768545, "tokens_seen": 270401536 }, { "epoch": 0.08, "learning_rate": 0.0009273219658976931, "loss": 1.7272, "theoretical_loss": 4.226043580348549, "tokens_seen": 270467072 }, { "epoch": 0.08, "learning_rate": 0.0009273019057171514, "loss": 1.9179, "theoretical_loss": 4.2259222445670055, "tokens_seen": 270532608 }, { "epoch": 0.08, "learning_rate": 0.0009272818455366099, "loss": 1.8673, "theoretical_loss": 4.225800946403127, "tokens_seen": 270598144 }, { "epoch": 0.08, "learning_rate": 0.0009272617853560682, "loss": 1.6766, "theoretical_loss": 4.2256796858361465, "tokens_seen": 270663680 }, { "epoch": 0.08, "learning_rate": 0.0009272417251755266, "loss": 1.7084, "theoretical_loss": 4.225558462845311, "tokens_seen": 270729216 }, { "epoch": 0.08, "learning_rate": 0.000927221664994985, "loss": 1.6541, "theoretical_loss": 4.225437277409885, "tokens_seen": 270794752 }, { "epoch": 0.08, "learning_rate": 0.0009272016048144434, "loss": 1.7796, "theoretical_loss": 4.225316129509147, "tokens_seen": 270860288 }, { "epoch": 0.08, "learning_rate": 0.0009271815446339017, "loss": 1.6994, "theoretical_loss": 4.2251950191223955, "tokens_seen": 270925824 }, { "epoch": 0.08, "learning_rate": 0.0009271614844533602, "loss": 1.8671, "theoretical_loss": 4.225073946228944, "tokens_seen": 270991360 }, { "epoch": 0.08, "learning_rate": 0.0009271414242728184, "loss": 1.698, "theoretical_loss": 4.224952910808122, "tokens_seen": 271056896 }, { "epoch": 0.08, "learning_rate": 0.0009271213640922769, "loss": 1.7853, "theoretical_loss": 4.224831912839275, "tokens_seen": 271122432 }, { "epoch": 0.08, "learning_rate": 0.0009271013039117352, "loss": 1.8293, "theoretical_loss": 4.224710952301766, "tokens_seen": 271187968 }, { "epoch": 0.08, "learning_rate": 0.0009270812437311936, "loss": 1.8736, "theoretical_loss": 4.2245900291749745, "tokens_seen": 271253504 }, { "epoch": 0.08, "learning_rate": 0.000927061183550652, "loss": 1.7211, "theoretical_loss": 4.224469143438294, "tokens_seen": 271319040 }, { "epoch": 0.08, "learning_rate": 0.0009270411233701103, "loss": 1.9201, "theoretical_loss": 4.224348295071138, "tokens_seen": 271384576 }, { "epoch": 0.08, "learning_rate": 0.0009270210631895687, "loss": 1.8416, "theoretical_loss": 4.224227484052934, "tokens_seen": 271450112 }, { "epoch": 0.08, "learning_rate": 0.0009270010030090272, "loss": 1.7762, "theoretical_loss": 4.224106710363124, "tokens_seen": 271515648 }, { "epoch": 0.08, "learning_rate": 0.0009269809428284854, "loss": 1.9026, "theoretical_loss": 4.223985973981171, "tokens_seen": 271581184 }, { "epoch": 0.08, "learning_rate": 0.0009269608826479439, "loss": 1.9119, "theoretical_loss": 4.223865274886551, "tokens_seen": 271646720 }, { "epoch": 0.08, "learning_rate": 0.0009269408224674021, "loss": 1.8214, "theoretical_loss": 4.223744613058755, "tokens_seen": 271712256 }, { "epoch": 0.08, "learning_rate": 0.0009269207622868606, "loss": 1.7376, "theoretical_loss": 4.223623988477295, "tokens_seen": 271777792 }, { "epoch": 0.08, "learning_rate": 0.000926900702106319, "loss": 1.9123, "theoretical_loss": 4.223503401121693, "tokens_seen": 271843328 }, { "epoch": 0.08, "learning_rate": 0.0009268806419257773, "loss": 1.741, "theoretical_loss": 4.223382850971494, "tokens_seen": 271908864 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4953818619251251, "objective/train/docs_used": 105443, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6509478092193604, "objective/train/original_loss": 1.6509475708007812, "objective/train/theoretical_loss": 4.223262338006254, "objective/train/tokens_used": 292434400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24556824564933777, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507866144180298, "objective/train/weighted_lm_loss": 1.7348129749298096, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9753099083900452, "theoretical_loss": 4.223262338006254, "tokens_seen": 271974400 }, { "epoch": 0.08, "learning_rate": 0.0009268605817452357, "loss": 1.7963, "theoretical_loss": 4.223262338006254, "tokens_seen": 271974400 }, { "epoch": 0.08, "learning_rate": 0.0009268405215646942, "loss": 1.6685, "theoretical_loss": 4.223141862205546, "tokens_seen": 272039936 }, { "epoch": 0.08, "learning_rate": 0.0009268204613841524, "loss": 1.7575, "theoretical_loss": 4.223021423548962, "tokens_seen": 272105472 }, { "epoch": 0.08, "learning_rate": 0.0009268004012036109, "loss": 1.7426, "theoretical_loss": 4.2229010220161065, "tokens_seen": 272171008 }, { "epoch": 0.08, "learning_rate": 0.0009267803410230691, "loss": 1.7231, "theoretical_loss": 4.222780657586601, "tokens_seen": 272236544 }, { "epoch": 0.08, "learning_rate": 0.0009267602808425276, "loss": 1.7428, "theoretical_loss": 4.222660330240086, "tokens_seen": 272302080 }, { "epoch": 0.08, "learning_rate": 0.000926740220661986, "loss": 1.9007, "theoretical_loss": 4.222540039956215, "tokens_seen": 272367616 }, { "epoch": 0.08, "learning_rate": 0.0009267201604814443, "loss": 1.795, "theoretical_loss": 4.222419786714657, "tokens_seen": 272433152 }, { "epoch": 0.08, "learning_rate": 0.0009267001003009027, "loss": 1.768, "theoretical_loss": 4.2222995704951005, "tokens_seen": 272498688 }, { "epoch": 0.08, "learning_rate": 0.0009266800401203611, "loss": 1.7197, "theoretical_loss": 4.222179391277247, "tokens_seen": 272564224 }, { "epoch": 0.08, "learning_rate": 0.0009266599799398194, "loss": 1.76, "theoretical_loss": 4.222059249040814, "tokens_seen": 272629760 }, { "epoch": 0.08, "learning_rate": 0.0009266399197592779, "loss": 1.7811, "theoretical_loss": 4.221939143765538, "tokens_seen": 272695296 }, { "epoch": 0.08, "learning_rate": 0.0009266198595787362, "loss": 1.842, "theoretical_loss": 4.221819075431168, "tokens_seen": 272760832 }, { "epoch": 0.08, "learning_rate": 0.0009265997993981946, "loss": 1.7936, "theoretical_loss": 4.221699044017471, "tokens_seen": 272826368 }, { "epoch": 0.08, "learning_rate": 0.0009265797392176529, "loss": 1.904, "theoretical_loss": 4.2215790495042285, "tokens_seen": 272891904 }, { "epoch": 0.08, "learning_rate": 0.0009265596790371113, "loss": 1.8888, "theoretical_loss": 4.22145909187124, "tokens_seen": 272957440 }, { "epoch": 0.08, "learning_rate": 0.0009265396188565697, "loss": 1.8071, "theoretical_loss": 4.221339171098318, "tokens_seen": 273022976 }, { "epoch": 0.08, "learning_rate": 0.0009265195586760281, "loss": 1.6943, "theoretical_loss": 4.221219287165294, "tokens_seen": 273088512 }, { "epoch": 0.08, "learning_rate": 0.0009264994984954864, "loss": 1.9064, "theoretical_loss": 4.221099440052014, "tokens_seen": 273154048 }, { "epoch": 0.08, "learning_rate": 0.0009264794383149449, "loss": 1.8892, "theoretical_loss": 4.220979629738339, "tokens_seen": 273219584 }, { "epoch": 0.08, "learning_rate": 0.0009264593781344032, "loss": 1.7186, "theoretical_loss": 4.220859856204147, "tokens_seen": 273285120 }, { "epoch": 0.08, "learning_rate": 0.0009264393179538616, "loss": 1.7486, "theoretical_loss": 4.22074011942933, "tokens_seen": 273350656 }, { "epoch": 0.08, "learning_rate": 0.00092641925777332, "loss": 1.7085, "theoretical_loss": 4.220620419393799, "tokens_seen": 273416192 }, { "epoch": 0.08, "learning_rate": 0.0009263991975927784, "loss": 1.7723, "theoretical_loss": 4.220500756077479, "tokens_seen": 273481728 }, { "epoch": 0.08, "learning_rate": 0.0009263791374122368, "loss": 1.8846, "theoretical_loss": 4.22038112946031, "tokens_seen": 273547264 }, { "epoch": 0.08, "learning_rate": 0.0009263590772316951, "loss": 1.875, "theoretical_loss": 4.220261539522249, "tokens_seen": 273612800 }, { "epoch": 0.08, "learning_rate": 0.0009263390170511535, "loss": 1.7537, "theoretical_loss": 4.220141986243268, "tokens_seen": 273678336 }, { "epoch": 0.08, "learning_rate": 0.0009263189568706118, "loss": 1.7963, "theoretical_loss": 4.220022469603356, "tokens_seen": 273743872 }, { "epoch": 0.08, "learning_rate": 0.0009262988966900703, "loss": 1.7591, "theoretical_loss": 4.219902989582516, "tokens_seen": 273809408 }, { "epoch": 0.08, "learning_rate": 0.0009262788365095286, "loss": 1.8612, "theoretical_loss": 4.219783546160768, "tokens_seen": 273874944 }, { "epoch": 0.08, "learning_rate": 0.000926258776328987, "loss": 1.8849, "theoretical_loss": 4.219664139318145, "tokens_seen": 273940480 }, { "epoch": 0.08, "learning_rate": 0.0009262387161484454, "loss": 1.7991, "theoretical_loss": 4.219544769034701, "tokens_seen": 274006016 }, { "epoch": 0.08, "learning_rate": 0.0009262186559679038, "loss": 1.7852, "theoretical_loss": 4.2194254352905, "tokens_seen": 274071552 }, { "epoch": 0.08, "learning_rate": 0.0009261985957873621, "loss": 1.7718, "theoretical_loss": 4.219306138065626, "tokens_seen": 274137088 }, { "epoch": 0.08, "learning_rate": 0.0009261785356068206, "loss": 1.8751, "theoretical_loss": 4.219186877340174, "tokens_seen": 274202624 }, { "epoch": 0.08, "learning_rate": 0.0009261584754262788, "loss": 1.7946, "theoretical_loss": 4.219067653094261, "tokens_seen": 274268160 }, { "epoch": 0.08, "learning_rate": 0.0009261384152457373, "loss": 1.6745, "theoretical_loss": 4.218948465308013, "tokens_seen": 274333696 }, { "epoch": 0.08, "learning_rate": 0.0009261183550651956, "loss": 1.7044, "theoretical_loss": 4.218829313961575, "tokens_seen": 274399232 }, { "epoch": 0.08, "learning_rate": 0.000926098294884654, "loss": 1.8374, "theoretical_loss": 4.218710199035108, "tokens_seen": 274464768 }, { "epoch": 0.08, "learning_rate": 0.0009260782347041124, "loss": 1.6713, "theoretical_loss": 4.218591120508787, "tokens_seen": 274530304 }, { "epoch": 0.08, "learning_rate": 0.0009260581745235707, "loss": 1.7884, "theoretical_loss": 4.218472078362803, "tokens_seen": 274595840 }, { "epoch": 0.08, "learning_rate": 0.0009260381143430291, "loss": 1.7148, "theoretical_loss": 4.2183530725773615, "tokens_seen": 274661376 }, { "epoch": 0.08, "learning_rate": 0.0009260180541624876, "loss": 1.8029, "theoretical_loss": 4.218234103132686, "tokens_seen": 274726912 }, { "epoch": 0.08, "learning_rate": 0.0009259979939819458, "loss": 1.9025, "theoretical_loss": 4.218115170009014, "tokens_seen": 274792448 }, { "epoch": 0.08, "learning_rate": 0.0009259779338014043, "loss": 1.7295, "theoretical_loss": 4.217996273186598, "tokens_seen": 274857984 }, { "epoch": 0.08, "learning_rate": 0.0009259578736208625, "loss": 1.7892, "theoretical_loss": 4.217877412645706, "tokens_seen": 274923520 }, { "epoch": 0.08, "learning_rate": 0.000925937813440321, "loss": 1.8208, "theoretical_loss": 4.217758588366623, "tokens_seen": 274989056 }, { "epoch": 0.08, "learning_rate": 0.0009259177532597794, "loss": 1.8495, "theoretical_loss": 4.217639800329647, "tokens_seen": 275054592 }, { "epoch": 0.08, "learning_rate": 0.0009258976930792377, "loss": 1.6701, "theoretical_loss": 4.217521048515094, "tokens_seen": 275120128 }, { "epoch": 0.08, "learning_rate": 0.0009258776328986961, "loss": 1.7104, "theoretical_loss": 4.217402332903292, "tokens_seen": 275185664 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4921969771385193, "objective/train/docs_used": 106703, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6392239332199097, "objective/train/original_loss": 1.6392236948013306, "objective/train/theoretical_loss": 4.217283653474588, "objective/train/tokens_used": 295711200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.243023082613945, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050455093383789, "objective/train/weighted_lm_loss": 1.7219140529632568, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.217283653474588, "tokens_seen": 275251200 }, { "epoch": 0.08, "learning_rate": 0.0009258575727181546, "loss": 1.7057, "theoretical_loss": 4.217283653474588, "tokens_seen": 275251200 }, { "epoch": 0.08, "learning_rate": 0.0009258375125376128, "loss": 1.752, "theoretical_loss": 4.217165010209343, "tokens_seen": 275316736 }, { "epoch": 0.08, "learning_rate": 0.0009258174523570713, "loss": 1.8469, "theoretical_loss": 4.217046403087933, "tokens_seen": 275382272 }, { "epoch": 0.08, "learning_rate": 0.0009257973921765295, "loss": 1.7028, "theoretical_loss": 4.2169278320907475, "tokens_seen": 275447808 }, { "epoch": 0.08, "learning_rate": 0.000925777331995988, "loss": 1.86, "theoretical_loss": 4.216809297198195, "tokens_seen": 275513344 }, { "epoch": 0.08, "learning_rate": 0.0009257572718154464, "loss": 1.8148, "theoretical_loss": 4.216690798390697, "tokens_seen": 275578880 }, { "epoch": 0.08, "learning_rate": 0.0009257372116349047, "loss": 1.7633, "theoretical_loss": 4.216572335648692, "tokens_seen": 275644416 }, { "epoch": 0.08, "learning_rate": 0.0009257171514543631, "loss": 1.8091, "theoretical_loss": 4.21645390895263, "tokens_seen": 275709952 }, { "epoch": 0.08, "learning_rate": 0.0009256970912738215, "loss": 1.8062, "theoretical_loss": 4.21633551828298, "tokens_seen": 275775488 }, { "epoch": 0.08, "learning_rate": 0.0009256770310932798, "loss": 1.6688, "theoretical_loss": 4.216217163620225, "tokens_seen": 275841024 }, { "epoch": 0.08, "learning_rate": 0.0009256569709127383, "loss": 1.8757, "theoretical_loss": 4.216098844944863, "tokens_seen": 275906560 }, { "epoch": 0.08, "learning_rate": 0.0009256369107321966, "loss": 1.8344, "theoretical_loss": 4.215980562237409, "tokens_seen": 275972096 }, { "epoch": 0.08, "learning_rate": 0.000925616850551655, "loss": 1.904, "theoretical_loss": 4.215862315478388, "tokens_seen": 276037632 }, { "epoch": 0.08, "learning_rate": 0.0009255967903711133, "loss": 1.8534, "theoretical_loss": 4.215744104648347, "tokens_seen": 276103168 }, { "epoch": 0.08, "learning_rate": 0.0009255767301905717, "loss": 1.7778, "theoretical_loss": 4.2156259297278424, "tokens_seen": 276168704 }, { "epoch": 0.08, "learning_rate": 0.0009255566700100301, "loss": 1.9598, "theoretical_loss": 4.215507790697449, "tokens_seen": 276234240 }, { "epoch": 0.08, "learning_rate": 0.0009255366098294885, "loss": 1.7881, "theoretical_loss": 4.2153896875377574, "tokens_seen": 276299776 }, { "epoch": 0.08, "learning_rate": 0.0009255165496489468, "loss": 1.8789, "theoretical_loss": 4.21527162022937, "tokens_seen": 276365312 }, { "epoch": 0.08, "learning_rate": 0.0009254964894684053, "loss": 1.8463, "theoretical_loss": 4.215153588752907, "tokens_seen": 276430848 }, { "epoch": 0.08, "learning_rate": 0.0009254764292878636, "loss": 1.9038, "theoretical_loss": 4.215035593089002, "tokens_seen": 276496384 }, { "epoch": 0.08, "learning_rate": 0.000925456369107322, "loss": 1.6358, "theoretical_loss": 4.214917633218304, "tokens_seen": 276561920 }, { "epoch": 0.08, "learning_rate": 0.0009254363089267803, "loss": 1.8301, "theoretical_loss": 4.214799709121479, "tokens_seen": 276627456 }, { "epoch": 0.08, "learning_rate": 0.0009254162487462388, "loss": 1.8829, "theoretical_loss": 4.214681820779205, "tokens_seen": 276692992 }, { "epoch": 0.08, "learning_rate": 0.0009253961885656971, "loss": 1.7861, "theoretical_loss": 4.214563968172178, "tokens_seen": 276758528 }, { "epoch": 0.08, "learning_rate": 0.0009253761283851555, "loss": 1.7876, "theoretical_loss": 4.214446151281106, "tokens_seen": 276824064 }, { "epoch": 0.08, "learning_rate": 0.0009253560682046138, "loss": 1.8599, "theoretical_loss": 4.214328370086713, "tokens_seen": 276889600 }, { "epoch": 0.08, "learning_rate": 0.0009253360080240722, "loss": 1.6949, "theoretical_loss": 4.21421062456974, "tokens_seen": 276955136 }, { "epoch": 0.08, "learning_rate": 0.0009253159478435306, "loss": 1.7641, "theoretical_loss": 4.214092914710941, "tokens_seen": 277020672 }, { "epoch": 0.08, "learning_rate": 0.000925295887662989, "loss": 1.7158, "theoretical_loss": 4.213975240491084, "tokens_seen": 277086208 }, { "epoch": 0.08, "learning_rate": 0.0009252758274824473, "loss": 1.8548, "theoretical_loss": 4.213857601890955, "tokens_seen": 277151744 }, { "epoch": 0.08, "learning_rate": 0.0009252557673019058, "loss": 1.8456, "theoretical_loss": 4.213739998891352, "tokens_seen": 277217280 }, { "epoch": 0.08, "learning_rate": 0.000925235707121364, "loss": 1.7495, "theoretical_loss": 4.213622431473088, "tokens_seen": 277282816 }, { "epoch": 0.08, "learning_rate": 0.0009252156469408225, "loss": 1.7643, "theoretical_loss": 4.213504899616995, "tokens_seen": 277348352 }, { "epoch": 0.08, "learning_rate": 0.0009251955867602808, "loss": 1.7701, "theoretical_loss": 4.213387403303912, "tokens_seen": 277413888 }, { "epoch": 0.08, "learning_rate": 0.0009251755265797392, "loss": 1.7438, "theoretical_loss": 4.213269942514701, "tokens_seen": 277479424 }, { "epoch": 0.08, "learning_rate": 0.0009251554663991976, "loss": 1.8916, "theoretical_loss": 4.2131525172302355, "tokens_seen": 277544960 }, { "epoch": 0.08, "learning_rate": 0.000925135406218656, "loss": 1.8483, "theoretical_loss": 4.213035127431402, "tokens_seen": 277610496 }, { "epoch": 0.08, "learning_rate": 0.0009251153460381143, "loss": 1.7789, "theoretical_loss": 4.212917773099105, "tokens_seen": 277676032 }, { "epoch": 0.08, "learning_rate": 0.0009250952858575728, "loss": 1.7993, "theoretical_loss": 4.2128004542142605, "tokens_seen": 277741568 }, { "epoch": 0.08, "learning_rate": 0.000925075225677031, "loss": 1.8079, "theoretical_loss": 4.212683170757802, "tokens_seen": 277807104 }, { "epoch": 0.08, "learning_rate": 0.0009250551654964895, "loss": 1.8363, "theoretical_loss": 4.212565922710677, "tokens_seen": 277872640 }, { "epoch": 0.08, "learning_rate": 0.0009250351053159479, "loss": 1.8011, "theoretical_loss": 4.212448710053847, "tokens_seen": 277938176 }, { "epoch": 0.08, "learning_rate": 0.0009250150451354062, "loss": 1.8875, "theoretical_loss": 4.212331532768289, "tokens_seen": 278003712 }, { "epoch": 0.08, "learning_rate": 0.0009249949849548646, "loss": 1.7518, "theoretical_loss": 4.212214390834994, "tokens_seen": 278069248 }, { "epoch": 0.08, "learning_rate": 0.0009249749247743229, "loss": 1.7445, "theoretical_loss": 4.21209728423497, "tokens_seen": 278134784 }, { "epoch": 0.08, "learning_rate": 0.0009249548645937813, "loss": 1.9204, "theoretical_loss": 4.211980212949234, "tokens_seen": 278200320 }, { "epoch": 0.08, "learning_rate": 0.0009249348044132398, "loss": 1.7544, "theoretical_loss": 4.2118631769588255, "tokens_seen": 278265856 }, { "epoch": 0.08, "learning_rate": 0.0009249147442326981, "loss": 1.8568, "theoretical_loss": 4.211746176244792, "tokens_seen": 278331392 }, { "epoch": 0.08, "learning_rate": 0.0009248946840521565, "loss": 1.8516, "theoretical_loss": 4.2116292107882, "tokens_seen": 278396928 }, { "epoch": 0.08, "learning_rate": 0.000924874623871615, "loss": 1.7939, "theoretical_loss": 4.211512280570127, "tokens_seen": 278462464 }, { "epoch": 0.08, "objective/train/advantage_avg": 0.4929666519165039, "objective/train/docs_used": 107929, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.715563178062439, "objective/train/original_loss": 1.7155632972717285, "objective/train/theoretical_loss": 4.211395385571668, "objective/train/tokens_used": 298988000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2441163808107376, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505377054214478, "objective/train/weighted_lm_loss": 1.8023045063018799, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.211395385571668, "tokens_seen": 278528000 }, { "epoch": 0.08, "learning_rate": 0.0009248545636910732, "loss": 1.8125, "theoretical_loss": 4.211395385571668, "tokens_seen": 278528000 }, { "epoch": 0.08, "learning_rate": 0.0009248345035105317, "loss": 1.8219, "theoretical_loss": 4.211278525773933, "tokens_seen": 278593536 }, { "epoch": 0.08, "learning_rate": 0.00092481444332999, "loss": 1.838, "theoretical_loss": 4.211161701158042, "tokens_seen": 278659072 }, { "epoch": 0.08, "learning_rate": 0.0009247943831494484, "loss": 1.8463, "theoretical_loss": 4.211044911705135, "tokens_seen": 278724608 }, { "epoch": 0.08, "learning_rate": 0.0009247743229689068, "loss": 1.8635, "theoretical_loss": 4.2109281573963635, "tokens_seen": 278790144 }, { "epoch": 0.08, "learning_rate": 0.0009247542627883651, "loss": 1.8983, "theoretical_loss": 4.210811438212894, "tokens_seen": 278855680 }, { "epoch": 0.08, "learning_rate": 0.0009247342026078235, "loss": 1.739, "theoretical_loss": 4.2106947541359085, "tokens_seen": 278921216 }, { "epoch": 0.08, "learning_rate": 0.0009247141424272819, "loss": 1.9169, "theoretical_loss": 4.2105781051466025, "tokens_seen": 278986752 }, { "epoch": 0.08, "learning_rate": 0.0009246940822467402, "loss": 1.7906, "theoretical_loss": 4.2104614912261855, "tokens_seen": 279052288 }, { "epoch": 0.08, "learning_rate": 0.0009246740220661987, "loss": 1.6945, "theoretical_loss": 4.210344912355883, "tokens_seen": 279117824 }, { "epoch": 0.08, "learning_rate": 0.000924653961885657, "loss": 1.7868, "theoretical_loss": 4.210228368516935, "tokens_seen": 279183360 }, { "epoch": 0.08, "learning_rate": 0.0009246339017051154, "loss": 1.8477, "theoretical_loss": 4.210111859690594, "tokens_seen": 279248896 }, { "epoch": 0.08, "learning_rate": 0.0009246138415245737, "loss": 1.9463, "theoretical_loss": 4.209995385858129, "tokens_seen": 279314432 }, { "epoch": 0.08, "learning_rate": 0.0009245937813440321, "loss": 1.9702, "theoretical_loss": 4.20987894700082, "tokens_seen": 279379968 }, { "epoch": 0.08, "learning_rate": 0.0009245737211634905, "loss": 1.8656, "theoretical_loss": 4.209762543099966, "tokens_seen": 279445504 }, { "epoch": 0.08, "learning_rate": 0.0009245536609829489, "loss": 1.821, "theoretical_loss": 4.209646174136879, "tokens_seen": 279511040 }, { "epoch": 0.08, "learning_rate": 0.0009245336008024072, "loss": 1.8142, "theoretical_loss": 4.209529840092884, "tokens_seen": 279576576 }, { "epoch": 0.08, "learning_rate": 0.0009245135406218657, "loss": 1.911, "theoretical_loss": 4.209413540949319, "tokens_seen": 279642112 }, { "epoch": 0.08, "learning_rate": 0.000924493480441324, "loss": 1.7045, "theoretical_loss": 4.209297276687541, "tokens_seen": 279707648 }, { "epoch": 0.08, "learning_rate": 0.0009244734202607824, "loss": 1.8239, "theoretical_loss": 4.209181047288917, "tokens_seen": 279773184 }, { "epoch": 0.08, "learning_rate": 0.0009244533600802407, "loss": 1.7827, "theoretical_loss": 4.209064852734831, "tokens_seen": 279838720 }, { "epoch": 0.08, "learning_rate": 0.0009244332998996992, "loss": 1.962, "theoretical_loss": 4.20894869300668, "tokens_seen": 279904256 }, { "epoch": 0.08, "learning_rate": 0.0009244132397191575, "loss": 1.8998, "theoretical_loss": 4.2088325680858745, "tokens_seen": 279969792 }, { "epoch": 0.08, "learning_rate": 0.0009243931795386159, "loss": 1.7249, "theoretical_loss": 4.208716477953843, "tokens_seen": 280035328 }, { "epoch": 0.08, "learning_rate": 0.0009243731193580742, "loss": 1.8494, "theoretical_loss": 4.2086004225920215, "tokens_seen": 280100864 }, { "epoch": 0.08, "learning_rate": 0.0009243530591775326, "loss": 1.8086, "theoretical_loss": 4.208484401981868, "tokens_seen": 280166400 }, { "epoch": 0.08, "learning_rate": 0.000924332998996991, "loss": 1.7255, "theoretical_loss": 4.208368416104849, "tokens_seen": 280231936 }, { "epoch": 0.08, "learning_rate": 0.0009243129388164494, "loss": 1.7742, "theoretical_loss": 4.208252464942449, "tokens_seen": 280297472 }, { "epoch": 0.08, "learning_rate": 0.0009242928786359077, "loss": 1.8617, "theoretical_loss": 4.208136548476163, "tokens_seen": 280363008 }, { "epoch": 0.08, "learning_rate": 0.0009242728184553662, "loss": 1.8351, "theoretical_loss": 4.208020666687503, "tokens_seen": 280428544 }, { "epoch": 0.08, "learning_rate": 0.0009242527582748244, "loss": 1.9316, "theoretical_loss": 4.207904819557995, "tokens_seen": 280494080 }, { "epoch": 0.09, "learning_rate": 0.0009242326980942829, "loss": 1.7367, "theoretical_loss": 4.207789007069177, "tokens_seen": 280559616 }, { "epoch": 0.09, "learning_rate": 0.0009242126379137412, "loss": 1.8257, "theoretical_loss": 4.207673229202604, "tokens_seen": 280625152 }, { "epoch": 0.09, "learning_rate": 0.0009241925777331996, "loss": 1.7784, "theoretical_loss": 4.2075574859398435, "tokens_seen": 280690688 }, { "epoch": 0.09, "learning_rate": 0.000924172517552658, "loss": 1.8542, "theoretical_loss": 4.207441777262477, "tokens_seen": 280756224 }, { "epoch": 0.09, "learning_rate": 0.0009241524573721164, "loss": 1.703, "theoretical_loss": 4.2073261031521, "tokens_seen": 280821760 }, { "epoch": 0.09, "learning_rate": 0.0009241323971915747, "loss": 1.7389, "theoretical_loss": 4.207210463590323, "tokens_seen": 280887296 }, { "epoch": 0.09, "learning_rate": 0.0009241123370110332, "loss": 1.9065, "theoretical_loss": 4.207094858558771, "tokens_seen": 280952832 }, { "epoch": 0.09, "learning_rate": 0.0009240922768304914, "loss": 1.774, "theoretical_loss": 4.206979288039081, "tokens_seen": 281018368 }, { "epoch": 0.09, "learning_rate": 0.0009240722166499499, "loss": 1.7895, "theoretical_loss": 4.2068637520129055, "tokens_seen": 281083904 }, { "epoch": 0.09, "learning_rate": 0.0009240521564694083, "loss": 1.7552, "theoretical_loss": 4.206748250461911, "tokens_seen": 281149440 }, { "epoch": 0.09, "learning_rate": 0.0009240320962888666, "loss": 1.771, "theoretical_loss": 4.206632783367777, "tokens_seen": 281214976 }, { "epoch": 0.09, "learning_rate": 0.000924012036108325, "loss": 1.7158, "theoretical_loss": 4.206517350712199, "tokens_seen": 281280512 }, { "epoch": 0.09, "learning_rate": 0.0009239919759277833, "loss": 1.9191, "theoretical_loss": 4.2064019524768845, "tokens_seen": 281346048 }, { "epoch": 0.09, "learning_rate": 0.0009239719157472417, "loss": 1.8433, "theoretical_loss": 4.206286588643556, "tokens_seen": 281411584 }, { "epoch": 0.09, "learning_rate": 0.0009239518555667002, "loss": 1.7216, "theoretical_loss": 4.206171259193948, "tokens_seen": 281477120 }, { "epoch": 0.09, "learning_rate": 0.0009239317953861584, "loss": 1.7115, "theoretical_loss": 4.206055964109813, "tokens_seen": 281542656 }, { "epoch": 0.09, "learning_rate": 0.0009239117352056169, "loss": 1.705, "theoretical_loss": 4.205940703372915, "tokens_seen": 281608192 }, { "epoch": 0.09, "learning_rate": 0.0009238916750250753, "loss": 1.7713, "theoretical_loss": 4.20582547696503, "tokens_seen": 281673728 }, { "epoch": 0.09, "learning_rate": 0.0009238716148445336, "loss": 1.8652, "theoretical_loss": 4.205710284867951, "tokens_seen": 281739264 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.49427810311317444, "objective/train/docs_used": 109222, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6125668287277222, "objective/train/original_loss": 1.6125669479370117, "objective/train/theoretical_loss": 4.205595127063485, "objective/train/tokens_used": 302264800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24455593526363373, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050671100616455, "objective/train/weighted_lm_loss": 1.694186806678772, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.205595127063485, "tokens_seen": 281804800 }, { "epoch": 0.09, "learning_rate": 0.000923851554663992, "loss": 1.7848, "theoretical_loss": 4.205595127063485, "tokens_seen": 281804800 }, { "epoch": 0.09, "learning_rate": 0.0009238314944834503, "loss": 1.7997, "theoretical_loss": 4.20548000353345, "tokens_seen": 281870336 }, { "epoch": 0.09, "learning_rate": 0.0009238114343029087, "loss": 1.7206, "theoretical_loss": 4.205364914259679, "tokens_seen": 281935872 }, { "epoch": 0.09, "learning_rate": 0.0009237913741223672, "loss": 1.7657, "theoretical_loss": 4.205249859224021, "tokens_seen": 282001408 }, { "epoch": 0.09, "learning_rate": 0.0009237713139418254, "loss": 1.7049, "theoretical_loss": 4.205134838408337, "tokens_seen": 282066944 }, { "epoch": 0.09, "learning_rate": 0.0009237512537612839, "loss": 1.7584, "theoretical_loss": 4.2050198517945, "tokens_seen": 282132480 }, { "epoch": 0.09, "learning_rate": 0.0009237311935807422, "loss": 1.7654, "theoretical_loss": 4.204904899364402, "tokens_seen": 282198016 }, { "epoch": 0.09, "learning_rate": 0.0009237111334002006, "loss": 1.7786, "theoretical_loss": 4.2047899810999425, "tokens_seen": 282263552 }, { "epoch": 0.09, "learning_rate": 0.000923691073219659, "loss": 1.8459, "theoretical_loss": 4.20467509698304, "tokens_seen": 282329088 }, { "epoch": 0.09, "learning_rate": 0.0009236710130391174, "loss": 1.7859, "theoretical_loss": 4.204560246995625, "tokens_seen": 282394624 }, { "epoch": 0.09, "learning_rate": 0.0009236509528585757, "loss": 1.7339, "theoretical_loss": 4.204445431119639, "tokens_seen": 282460160 }, { "epoch": 0.09, "learning_rate": 0.0009236308926780341, "loss": 1.7904, "theoretical_loss": 4.204330649337042, "tokens_seen": 282525696 }, { "epoch": 0.09, "learning_rate": 0.0009236108324974924, "loss": 1.7929, "theoretical_loss": 4.204215901629803, "tokens_seen": 282591232 }, { "epoch": 0.09, "learning_rate": 0.0009235907723169509, "loss": 1.8564, "theoretical_loss": 4.2041011879799095, "tokens_seen": 282656768 }, { "epoch": 0.09, "learning_rate": 0.0009235707121364092, "loss": 1.7214, "theoretical_loss": 4.2039865083693595, "tokens_seen": 282722304 }, { "epoch": 0.09, "learning_rate": 0.0009235506519558676, "loss": 1.8249, "theoretical_loss": 4.203871862780165, "tokens_seen": 282787840 }, { "epoch": 0.09, "learning_rate": 0.000923530591775326, "loss": 1.7751, "theoretical_loss": 4.203757251194353, "tokens_seen": 282853376 }, { "epoch": 0.09, "learning_rate": 0.0009235105315947844, "loss": 1.7531, "theoretical_loss": 4.203642673593962, "tokens_seen": 282918912 }, { "epoch": 0.09, "learning_rate": 0.0009234904714142427, "loss": 1.7935, "theoretical_loss": 4.203528129961047, "tokens_seen": 282984448 }, { "epoch": 0.09, "learning_rate": 0.0009234704112337011, "loss": 1.7967, "theoretical_loss": 4.203413620277673, "tokens_seen": 283049984 }, { "epoch": 0.09, "learning_rate": 0.0009234503510531594, "loss": 1.7649, "theoretical_loss": 4.203299144525923, "tokens_seen": 283115520 }, { "epoch": 0.09, "learning_rate": 0.0009234302908726179, "loss": 1.8882, "theoretical_loss": 4.20318470268789, "tokens_seen": 283181056 }, { "epoch": 0.09, "learning_rate": 0.0009234102306920763, "loss": 1.7575, "theoretical_loss": 4.203070294745682, "tokens_seen": 283246592 }, { "epoch": 0.09, "learning_rate": 0.0009233901705115346, "loss": 1.7621, "theoretical_loss": 4.202955920681421, "tokens_seen": 283312128 }, { "epoch": 0.09, "learning_rate": 0.000923370110330993, "loss": 1.7461, "theoretical_loss": 4.202841580477241, "tokens_seen": 283377664 }, { "epoch": 0.09, "learning_rate": 0.0009233500501504514, "loss": 1.9422, "theoretical_loss": 4.202727274115292, "tokens_seen": 283443200 }, { "epoch": 0.09, "learning_rate": 0.0009233299899699098, "loss": 1.798, "theoretical_loss": 4.202613001577735, "tokens_seen": 283508736 }, { "epoch": 0.09, "learning_rate": 0.0009233099297893681, "loss": 1.8495, "theoretical_loss": 4.202498762846745, "tokens_seen": 283574272 }, { "epoch": 0.09, "learning_rate": 0.0009232898696088266, "loss": 1.7852, "theoretical_loss": 4.202384557904513, "tokens_seen": 283639808 }, { "epoch": 0.09, "learning_rate": 0.0009232698094282848, "loss": 1.7845, "theoretical_loss": 4.202270386733241, "tokens_seen": 283705344 }, { "epoch": 0.09, "learning_rate": 0.0009232497492477433, "loss": 1.7888, "theoretical_loss": 4.202156249315145, "tokens_seen": 283770880 }, { "epoch": 0.09, "learning_rate": 0.0009232296890672016, "loss": 1.8123, "theoretical_loss": 4.202042145632453, "tokens_seen": 283836416 }, { "epoch": 0.09, "learning_rate": 0.00092320962888666, "loss": 1.7403, "theoretical_loss": 4.201928075667411, "tokens_seen": 283901952 }, { "epoch": 0.09, "learning_rate": 0.0009231895687061184, "loss": 1.735, "theoretical_loss": 4.201814039402273, "tokens_seen": 283967488 }, { "epoch": 0.09, "learning_rate": 0.0009231695085255768, "loss": 1.7603, "theoretical_loss": 4.201700036819311, "tokens_seen": 284033024 }, { "epoch": 0.09, "learning_rate": 0.0009231494483450351, "loss": 1.9366, "theoretical_loss": 4.201586067900806, "tokens_seen": 284098560 }, { "epoch": 0.09, "learning_rate": 0.0009231293881644936, "loss": 1.6707, "theoretical_loss": 4.201472132629057, "tokens_seen": 284164096 }, { "epoch": 0.09, "learning_rate": 0.0009231093279839518, "loss": 1.9417, "theoretical_loss": 4.201358230986372, "tokens_seen": 284229632 }, { "epoch": 0.09, "learning_rate": 0.0009230892678034103, "loss": 1.82, "theoretical_loss": 4.201244362955077, "tokens_seen": 284295168 }, { "epoch": 0.09, "learning_rate": 0.0009230692076228687, "loss": 1.8958, "theoretical_loss": 4.201130528517506, "tokens_seen": 284360704 }, { "epoch": 0.09, "learning_rate": 0.000923049147442327, "loss": 1.8833, "theoretical_loss": 4.201016727656012, "tokens_seen": 284426240 }, { "epoch": 0.09, "learning_rate": 0.0009230290872617854, "loss": 1.784, "theoretical_loss": 4.200902960352956, "tokens_seen": 284491776 }, { "epoch": 0.09, "learning_rate": 0.0009230090270812437, "loss": 1.8496, "theoretical_loss": 4.200789226590717, "tokens_seen": 284557312 }, { "epoch": 0.09, "learning_rate": 0.0009229889669007021, "loss": 1.7737, "theoretical_loss": 4.200675526351684, "tokens_seen": 284622848 }, { "epoch": 0.09, "learning_rate": 0.0009229689067201606, "loss": 1.893, "theoretical_loss": 4.2005618596182615, "tokens_seen": 284688384 }, { "epoch": 0.09, "learning_rate": 0.0009229488465396188, "loss": 1.8352, "theoretical_loss": 4.200448226372865, "tokens_seen": 284753920 }, { "epoch": 0.09, "learning_rate": 0.0009229287863590773, "loss": 1.8389, "theoretical_loss": 4.200334626597925, "tokens_seen": 284819456 }, { "epoch": 0.09, "learning_rate": 0.0009229087261785357, "loss": 1.8186, "theoretical_loss": 4.200221060275885, "tokens_seen": 284884992 }, { "epoch": 0.09, "learning_rate": 0.000922888665997994, "loss": 1.8161, "theoretical_loss": 4.200107527389202, "tokens_seen": 284950528 }, { "epoch": 0.09, "learning_rate": 0.0009228686058174524, "loss": 1.7495, "theoretical_loss": 4.1999940279203445, "tokens_seen": 285016064 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4956050515174866, "objective/train/docs_used": 110428, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.646780252456665, "objective/train/original_loss": 1.646780252456665, "objective/train/theoretical_loss": 4.1998805618517965, "objective/train/tokens_used": 305541600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24578233063220978, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508100986480713, "objective/train/weighted_lm_loss": 1.730436086654663, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.1998805618517965, "tokens_seen": 285081600 }, { "epoch": 0.09, "learning_rate": 0.0009228485456369107, "loss": 1.7924, "theoretical_loss": 4.1998805618517965, "tokens_seen": 285081600 }, { "epoch": 0.09, "learning_rate": 0.0009228284854563691, "loss": 1.7654, "theoretical_loss": 4.199767129166054, "tokens_seen": 285147136 }, { "epoch": 0.09, "learning_rate": 0.0009228084252758276, "loss": 1.871, "theoretical_loss": 4.199653729845626, "tokens_seen": 285212672 }, { "epoch": 0.09, "learning_rate": 0.0009227883650952858, "loss": 1.8636, "theoretical_loss": 4.199540363873036, "tokens_seen": 285278208 }, { "epoch": 0.09, "learning_rate": 0.0009227683049147443, "loss": 1.7923, "theoretical_loss": 4.19942703123082, "tokens_seen": 285343744 }, { "epoch": 0.09, "learning_rate": 0.0009227482447342026, "loss": 1.7764, "theoretical_loss": 4.199313731901524, "tokens_seen": 285409280 }, { "epoch": 0.09, "learning_rate": 0.000922728184553661, "loss": 1.791, "theoretical_loss": 4.199200465867714, "tokens_seen": 285474816 }, { "epoch": 0.09, "learning_rate": 0.0009227081243731194, "loss": 1.8081, "theoretical_loss": 4.199087233111962, "tokens_seen": 285540352 }, { "epoch": 0.09, "learning_rate": 0.0009226880641925778, "loss": 1.6973, "theoretical_loss": 4.198974033616859, "tokens_seen": 285605888 }, { "epoch": 0.09, "learning_rate": 0.0009226680040120361, "loss": 1.8117, "theoretical_loss": 4.1988608673650045, "tokens_seen": 285671424 }, { "epoch": 0.09, "learning_rate": 0.0009226479438314945, "loss": 1.8261, "theoretical_loss": 4.198747734339013, "tokens_seen": 285736960 }, { "epoch": 0.09, "learning_rate": 0.0009226278836509528, "loss": 1.8351, "theoretical_loss": 4.198634634521513, "tokens_seen": 285802496 }, { "epoch": 0.09, "learning_rate": 0.0009226078234704113, "loss": 1.7645, "theoretical_loss": 4.198521567895144, "tokens_seen": 285868032 }, { "epoch": 0.09, "learning_rate": 0.0009225877632898696, "loss": 1.7425, "theoretical_loss": 4.198408534442561, "tokens_seen": 285933568 }, { "epoch": 0.09, "learning_rate": 0.000922567703109328, "loss": 1.7141, "theoretical_loss": 4.198295534146429, "tokens_seen": 285999104 }, { "epoch": 0.09, "learning_rate": 0.0009225476429287864, "loss": 1.7746, "theoretical_loss": 4.19818256698943, "tokens_seen": 286064640 }, { "epoch": 0.09, "learning_rate": 0.0009225275827482448, "loss": 1.7737, "theoretical_loss": 4.198069632954255, "tokens_seen": 286130176 }, { "epoch": 0.09, "learning_rate": 0.0009225075225677031, "loss": 1.7182, "theoretical_loss": 4.19795673202361, "tokens_seen": 286195712 }, { "epoch": 0.09, "learning_rate": 0.0009224874623871615, "loss": 1.8036, "theoretical_loss": 4.197843864180214, "tokens_seen": 286261248 }, { "epoch": 0.09, "learning_rate": 0.0009224674022066198, "loss": 1.8232, "theoretical_loss": 4.1977310294068, "tokens_seen": 286326784 }, { "epoch": 0.09, "learning_rate": 0.0009224473420260783, "loss": 1.7982, "theoretical_loss": 4.19761822768611, "tokens_seen": 286392320 }, { "epoch": 0.09, "learning_rate": 0.0009224272818455366, "loss": 1.735, "theoretical_loss": 4.1975054590009035, "tokens_seen": 286457856 }, { "epoch": 0.09, "learning_rate": 0.000922407221664995, "loss": 1.7124, "theoretical_loss": 4.197392723333951, "tokens_seen": 286523392 }, { "epoch": 0.09, "learning_rate": 0.0009223871614844533, "loss": 1.8675, "theoretical_loss": 4.1972800206680345, "tokens_seen": 286588928 }, { "epoch": 0.09, "learning_rate": 0.0009223671013039118, "loss": 1.7668, "theoretical_loss": 4.197167350985952, "tokens_seen": 286654464 }, { "epoch": 0.09, "learning_rate": 0.0009223470411233701, "loss": 1.812, "theoretical_loss": 4.197054714270513, "tokens_seen": 286720000 }, { "epoch": 0.09, "learning_rate": 0.0009223269809428285, "loss": 1.8564, "theoretical_loss": 4.196942110504538, "tokens_seen": 286785536 }, { "epoch": 0.09, "learning_rate": 0.0009223069207622869, "loss": 1.7916, "theoretical_loss": 4.196829539670864, "tokens_seen": 286851072 }, { "epoch": 0.09, "learning_rate": 0.0009222868605817452, "loss": 1.7991, "theoretical_loss": 4.1967170017523365, "tokens_seen": 286916608 }, { "epoch": 0.09, "learning_rate": 0.0009222668004012036, "loss": 1.7301, "theoretical_loss": 4.196604496731818, "tokens_seen": 286982144 }, { "epoch": 0.09, "learning_rate": 0.000922246740220662, "loss": 1.8278, "theoretical_loss": 4.196492024592183, "tokens_seen": 287047680 }, { "epoch": 0.09, "learning_rate": 0.0009222266800401203, "loss": 1.891, "theoretical_loss": 4.196379585316315, "tokens_seen": 287113216 }, { "epoch": 0.09, "learning_rate": 0.0009222066198595788, "loss": 1.7694, "theoretical_loss": 4.1962671788871155, "tokens_seen": 287178752 }, { "epoch": 0.09, "learning_rate": 0.0009221865596790371, "loss": 1.7081, "theoretical_loss": 4.196154805287497, "tokens_seen": 287244288 }, { "epoch": 0.09, "learning_rate": 0.0009221664994984955, "loss": 1.7177, "theoretical_loss": 4.196042464500382, "tokens_seen": 287309824 }, { "epoch": 0.09, "learning_rate": 0.0009221464393179539, "loss": 1.7366, "theoretical_loss": 4.195930156508711, "tokens_seen": 287375360 }, { "epoch": 0.09, "learning_rate": 0.0009221263791374122, "loss": 1.7228, "theoretical_loss": 4.195817881295431, "tokens_seen": 287440896 }, { "epoch": 0.09, "learning_rate": 0.0009221063189568706, "loss": 1.8829, "theoretical_loss": 4.195705638843508, "tokens_seen": 287506432 }, { "epoch": 0.09, "learning_rate": 0.000922086258776329, "loss": 1.7452, "theoretical_loss": 4.195593429135916, "tokens_seen": 287571968 }, { "epoch": 0.09, "learning_rate": 0.0009220661985957873, "loss": 2.0069, "theoretical_loss": 4.195481252155645, "tokens_seen": 287637504 }, { "epoch": 0.09, "learning_rate": 0.0009220461384152458, "loss": 1.9142, "theoretical_loss": 4.1953691078856945, "tokens_seen": 287703040 }, { "epoch": 0.09, "learning_rate": 0.000922026078234704, "loss": 1.8221, "theoretical_loss": 4.19525699630908, "tokens_seen": 287768576 }, { "epoch": 0.09, "learning_rate": 0.0009220060180541625, "loss": 1.823, "theoretical_loss": 4.195144917408828, "tokens_seen": 287834112 }, { "epoch": 0.09, "learning_rate": 0.0009219859578736209, "loss": 1.7773, "theoretical_loss": 4.195032871167977, "tokens_seen": 287899648 }, { "epoch": 0.09, "learning_rate": 0.0009219658976930792, "loss": 1.706, "theoretical_loss": 4.1949208575695796, "tokens_seen": 287965184 }, { "epoch": 0.09, "learning_rate": 0.0009219458375125376, "loss": 1.7919, "theoretical_loss": 4.1948088765967, "tokens_seen": 288030720 }, { "epoch": 0.09, "learning_rate": 0.0009219257773319961, "loss": 1.7851, "theoretical_loss": 4.194696928232417, "tokens_seen": 288096256 }, { "epoch": 0.09, "learning_rate": 0.0009219057171514544, "loss": 1.7673, "theoretical_loss": 4.194585012459818, "tokens_seen": 288161792 }, { "epoch": 0.09, "learning_rate": 0.0009218856569709128, "loss": 1.7555, "theoretical_loss": 4.194473129262008, "tokens_seen": 288227328 }, { "epoch": 0.09, "learning_rate": 0.0009218655967903711, "loss": 1.7409, "theoretical_loss": 4.194361278622099, "tokens_seen": 288292864 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4943329095840454, "objective/train/docs_used": 111591, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6546730995178223, "objective/train/original_loss": 1.6546730995178223, "objective/train/theoretical_loss": 4.194249460523222, "objective/train/tokens_used": 308818400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2445804327726364, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050676703453064, "objective/train/weighted_lm_loss": 1.7384644746780396, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.194249460523222, "tokens_seen": 288358400 }, { "epoch": 0.09, "learning_rate": 0.0009218455366098295, "loss": 1.713, "theoretical_loss": 4.194249460523222, "tokens_seen": 288358400 }, { "epoch": 0.09, "learning_rate": 0.000921825476429288, "loss": 1.8013, "theoretical_loss": 4.194137674948516, "tokens_seen": 288423936 }, { "epoch": 0.09, "learning_rate": 0.0009218054162487462, "loss": 1.8124, "theoretical_loss": 4.194025921881134, "tokens_seen": 288489472 }, { "epoch": 0.09, "learning_rate": 0.0009217853560682047, "loss": 1.7621, "theoretical_loss": 4.19391420130424, "tokens_seen": 288555008 }, { "epoch": 0.09, "learning_rate": 0.000921765295887663, "loss": 1.8619, "theoretical_loss": 4.193802513201015, "tokens_seen": 288620544 }, { "epoch": 0.09, "learning_rate": 0.0009217452357071214, "loss": 1.8636, "theoretical_loss": 4.193690857554646, "tokens_seen": 288686080 }, { "epoch": 0.09, "learning_rate": 0.0009217251755265798, "loss": 1.9187, "theoretical_loss": 4.193579234348338, "tokens_seen": 288751616 }, { "epoch": 0.09, "learning_rate": 0.0009217051153460382, "loss": 1.8693, "theoretical_loss": 4.193467643565306, "tokens_seen": 288817152 }, { "epoch": 0.09, "learning_rate": 0.0009216850551654965, "loss": 1.8022, "theoretical_loss": 4.193356085188778, "tokens_seen": 288882688 }, { "epoch": 0.09, "learning_rate": 0.0009216649949849549, "loss": 1.7514, "theoretical_loss": 4.193244559201995, "tokens_seen": 288948224 }, { "epoch": 0.09, "learning_rate": 0.0009216449348044132, "loss": 1.8518, "theoretical_loss": 4.193133065588209, "tokens_seen": 289013760 }, { "epoch": 0.09, "learning_rate": 0.0009216248746238717, "loss": 2.0078, "theoretical_loss": 4.193021604330686, "tokens_seen": 289079296 }, { "epoch": 0.09, "learning_rate": 0.00092160481444333, "loss": 1.8522, "theoretical_loss": 4.1929101754127025, "tokens_seen": 289144832 }, { "epoch": 0.09, "learning_rate": 0.0009215847542627884, "loss": 1.7833, "theoretical_loss": 4.192798778817551, "tokens_seen": 289210368 }, { "epoch": 0.09, "learning_rate": 0.0009215646940822468, "loss": 1.8018, "theoretical_loss": 4.192687414528532, "tokens_seen": 289275904 }, { "epoch": 0.09, "learning_rate": 0.0009215446339017052, "loss": 1.8112, "theoretical_loss": 4.192576082528962, "tokens_seen": 289341440 }, { "epoch": 0.09, "learning_rate": 0.0009215245737211635, "loss": 1.8178, "theoretical_loss": 4.192464782802167, "tokens_seen": 289406976 }, { "epoch": 0.09, "learning_rate": 0.0009215045135406219, "loss": 1.8044, "theoretical_loss": 4.192353515331489, "tokens_seen": 289472512 }, { "epoch": 0.09, "learning_rate": 0.0009214844533600802, "loss": 1.7338, "theoretical_loss": 4.192242280100279, "tokens_seen": 289538048 }, { "epoch": 0.09, "learning_rate": 0.0009214643931795387, "loss": 1.8753, "theoretical_loss": 4.192131077091901, "tokens_seen": 289603584 }, { "epoch": 0.09, "learning_rate": 0.000921444332998997, "loss": 1.7773, "theoretical_loss": 4.192019906289733, "tokens_seen": 289669120 }, { "epoch": 0.09, "learning_rate": 0.0009214242728184554, "loss": 1.9292, "theoretical_loss": 4.191908767677163, "tokens_seen": 289734656 }, { "epoch": 0.09, "learning_rate": 0.0009214042126379137, "loss": 1.7483, "theoretical_loss": 4.191797661237594, "tokens_seen": 289800192 }, { "epoch": 0.09, "learning_rate": 0.0009213841524573722, "loss": 1.8835, "theoretical_loss": 4.191686586954439, "tokens_seen": 289865728 }, { "epoch": 0.09, "learning_rate": 0.0009213640922768305, "loss": 1.9106, "theoretical_loss": 4.1915755448111245, "tokens_seen": 289931264 }, { "epoch": 0.09, "learning_rate": 0.0009213440320962889, "loss": 1.8306, "theoretical_loss": 4.191464534791089, "tokens_seen": 289996800 }, { "epoch": 0.09, "learning_rate": 0.0009213239719157473, "loss": 1.8738, "theoretical_loss": 4.191353556877782, "tokens_seen": 290062336 }, { "epoch": 0.09, "learning_rate": 0.0009213039117352056, "loss": 1.7921, "theoretical_loss": 4.191242611054668, "tokens_seen": 290127872 }, { "epoch": 0.09, "learning_rate": 0.000921283851554664, "loss": 1.8376, "theoretical_loss": 4.191131697305222, "tokens_seen": 290193408 }, { "epoch": 0.09, "learning_rate": 0.0009212637913741224, "loss": 1.8509, "theoretical_loss": 4.191020815612932, "tokens_seen": 290258944 }, { "epoch": 0.09, "learning_rate": 0.0009212437311935807, "loss": 1.8397, "theoretical_loss": 4.190909965961296, "tokens_seen": 290324480 }, { "epoch": 0.09, "learning_rate": 0.0009212236710130392, "loss": 1.7438, "theoretical_loss": 4.190799148333827, "tokens_seen": 290390016 }, { "epoch": 0.09, "learning_rate": 0.0009212036108324975, "loss": 1.9381, "theoretical_loss": 4.1906883627140505, "tokens_seen": 290455552 }, { "epoch": 0.09, "learning_rate": 0.0009211835506519559, "loss": 1.7074, "theoretical_loss": 4.1905776090855, "tokens_seen": 290521088 }, { "epoch": 0.09, "learning_rate": 0.0009211634904714143, "loss": 1.7709, "theoretical_loss": 4.190466887431725, "tokens_seen": 290586624 }, { "epoch": 0.09, "learning_rate": 0.0009211434302908726, "loss": 1.8717, "theoretical_loss": 4.190356197736288, "tokens_seen": 290652160 }, { "epoch": 0.09, "learning_rate": 0.000921123370110331, "loss": 1.7057, "theoretical_loss": 4.19024553998276, "tokens_seen": 290717696 }, { "epoch": 0.09, "learning_rate": 0.0009211033099297895, "loss": 1.8125, "theoretical_loss": 4.190134914154727, "tokens_seen": 290783232 }, { "epoch": 0.09, "learning_rate": 0.0009210832497492477, "loss": 1.889, "theoretical_loss": 4.190024320235784, "tokens_seen": 290848768 }, { "epoch": 0.09, "learning_rate": 0.0009210631895687062, "loss": 1.8423, "theoretical_loss": 4.189913758209543, "tokens_seen": 290914304 }, { "epoch": 0.09, "learning_rate": 0.0009210431293881644, "loss": 1.7914, "theoretical_loss": 4.189803228059623, "tokens_seen": 290979840 }, { "epoch": 0.09, "learning_rate": 0.0009210230692076229, "loss": 1.9284, "theoretical_loss": 4.189692729769659, "tokens_seen": 291045376 }, { "epoch": 0.09, "learning_rate": 0.0009210030090270813, "loss": 1.9621, "theoretical_loss": 4.189582263323296, "tokens_seen": 291110912 }, { "epoch": 0.09, "learning_rate": 0.0009209829488465396, "loss": 1.7024, "theoretical_loss": 4.1894718287041925, "tokens_seen": 291176448 }, { "epoch": 0.09, "learning_rate": 0.000920962888665998, "loss": 1.7627, "theoretical_loss": 4.189361425896016, "tokens_seen": 291241984 }, { "epoch": 0.09, "learning_rate": 0.0009209428284854565, "loss": 1.7543, "theoretical_loss": 4.18925105488245, "tokens_seen": 291307520 }, { "epoch": 0.09, "learning_rate": 0.0009209227683049147, "loss": 1.8712, "theoretical_loss": 4.189140715647189, "tokens_seen": 291373056 }, { "epoch": 0.09, "learning_rate": 0.0009209027081243732, "loss": 1.7619, "theoretical_loss": 4.189030408173936, "tokens_seen": 291438592 }, { "epoch": 0.09, "learning_rate": 0.0009208826479438314, "loss": 1.7172, "theoretical_loss": 4.188920132446411, "tokens_seen": 291504128 }, { "epoch": 0.09, "learning_rate": 0.0009208625877632899, "loss": 1.8162, "theoretical_loss": 4.1888098884483425, "tokens_seen": 291569664 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.49275243282318115, "objective/train/docs_used": 112844, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.677362322807312, "objective/train/original_loss": 1.6773622035980225, "objective/train/theoretical_loss": 4.188699676163473, "objective/train/tokens_used": 312095200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24318408966064453, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505115985870361, "objective/train/weighted_lm_loss": 1.7620242834091187, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.188699676163473, "tokens_seen": 291635200 }, { "epoch": 0.09, "learning_rate": 0.0009208425275827483, "loss": 1.865, "theoretical_loss": 4.188699676163473, "tokens_seen": 291635200 }, { "epoch": 0.09, "learning_rate": 0.0009208224674022066, "loss": 1.8001, "theoretical_loss": 4.188589495575557, "tokens_seen": 291700736 }, { "epoch": 0.09, "learning_rate": 0.000920802407221665, "loss": 1.7084, "theoretical_loss": 4.188479346668359, "tokens_seen": 291766272 }, { "epoch": 0.09, "learning_rate": 0.0009207823470411234, "loss": 1.6633, "theoretical_loss": 4.188369229425657, "tokens_seen": 291831808 }, { "epoch": 0.09, "learning_rate": 0.0009207622868605817, "loss": 1.9012, "theoretical_loss": 4.188259143831241, "tokens_seen": 291897344 }, { "epoch": 0.09, "learning_rate": 0.0009207422266800402, "loss": 1.8598, "theoretical_loss": 4.188149089868912, "tokens_seen": 291962880 }, { "epoch": 0.09, "learning_rate": 0.0009207221664994984, "loss": 1.7914, "theoretical_loss": 4.188039067522484, "tokens_seen": 292028416 }, { "epoch": 0.09, "learning_rate": 0.0009207021063189569, "loss": 1.818, "theoretical_loss": 4.1879290767757835, "tokens_seen": 292093952 }, { "epoch": 0.09, "learning_rate": 0.0009206820461384152, "loss": 1.8285, "theoretical_loss": 4.187819117612645, "tokens_seen": 292159488 }, { "epoch": 0.09, "learning_rate": 0.0009206619859578736, "loss": 1.7891, "theoretical_loss": 4.18770919001692, "tokens_seen": 292225024 }, { "epoch": 0.09, "learning_rate": 0.000920641925777332, "loss": 1.8172, "theoretical_loss": 4.18759929397247, "tokens_seen": 292290560 }, { "epoch": 0.09, "learning_rate": 0.0009206218655967904, "loss": 1.8366, "theoretical_loss": 4.187489429463166, "tokens_seen": 292356096 }, { "epoch": 0.09, "learning_rate": 0.0009206018054162487, "loss": 1.87, "theoretical_loss": 4.187379596472894, "tokens_seen": 292421632 }, { "epoch": 0.09, "learning_rate": 0.0009205817452357072, "loss": 1.8121, "theoretical_loss": 4.18726979498555, "tokens_seen": 292487168 }, { "epoch": 0.09, "learning_rate": 0.0009205616850551655, "loss": 1.8013, "theoretical_loss": 4.187160024985044, "tokens_seen": 292552704 }, { "epoch": 0.09, "learning_rate": 0.0009205416248746239, "loss": 1.8087, "theoretical_loss": 4.187050286455294, "tokens_seen": 292618240 }, { "epoch": 0.09, "learning_rate": 0.0009205215646940822, "loss": 1.9665, "theoretical_loss": 4.1869405793802335, "tokens_seen": 292683776 }, { "epoch": 0.09, "learning_rate": 0.0009205015045135406, "loss": 1.8839, "theoretical_loss": 4.1868309037438065, "tokens_seen": 292749312 }, { "epoch": 0.09, "learning_rate": 0.000920481444332999, "loss": 1.7737, "theoretical_loss": 4.1867212595299685, "tokens_seen": 292814848 }, { "epoch": 0.09, "learning_rate": 0.0009204613841524574, "loss": 1.7755, "theoretical_loss": 4.186611646722687, "tokens_seen": 292880384 }, { "epoch": 0.09, "learning_rate": 0.0009204413239719157, "loss": 1.9252, "theoretical_loss": 4.186502065305942, "tokens_seen": 292945920 }, { "epoch": 0.09, "learning_rate": 0.0009204212637913741, "loss": 1.7296, "theoretical_loss": 4.186392515263723, "tokens_seen": 293011456 }, { "epoch": 0.09, "learning_rate": 0.0009204012036108326, "loss": 1.8694, "theoretical_loss": 4.186282996580034, "tokens_seen": 293076992 }, { "epoch": 0.09, "learning_rate": 0.0009203811434302909, "loss": 1.9082, "theoretical_loss": 4.1861735092388885, "tokens_seen": 293142528 }, { "epoch": 0.09, "learning_rate": 0.0009203610832497493, "loss": 1.9323, "theoretical_loss": 4.186064053224314, "tokens_seen": 293208064 }, { "epoch": 0.09, "learning_rate": 0.0009203410230692077, "loss": 1.7652, "theoretical_loss": 4.185954628520347, "tokens_seen": 293273600 }, { "epoch": 0.09, "learning_rate": 0.000920320962888666, "loss": 1.8631, "theoretical_loss": 4.185845235111037, "tokens_seen": 293339136 }, { "epoch": 0.09, "learning_rate": 0.0009203009027081244, "loss": 1.7549, "theoretical_loss": 4.185735872980447, "tokens_seen": 293404672 }, { "epoch": 0.09, "learning_rate": 0.0009202808425275828, "loss": 1.927, "theoretical_loss": 4.185626542112649, "tokens_seen": 293470208 }, { "epoch": 0.09, "learning_rate": 0.0009202607823470411, "loss": 1.7839, "theoretical_loss": 4.185517242491728, "tokens_seen": 293535744 }, { "epoch": 0.09, "learning_rate": 0.0009202407221664996, "loss": 1.8171, "theoretical_loss": 4.185407974101779, "tokens_seen": 293601280 }, { "epoch": 0.09, "learning_rate": 0.0009202206619859579, "loss": 1.8146, "theoretical_loss": 4.185298736926912, "tokens_seen": 293666816 }, { "epoch": 0.09, "learning_rate": 0.0009202006018054163, "loss": 1.8778, "theoretical_loss": 4.185189530951245, "tokens_seen": 293732352 }, { "epoch": 0.09, "learning_rate": 0.0009201805416248747, "loss": 1.6603, "theoretical_loss": 4.18508035615891, "tokens_seen": 293797888 }, { "epoch": 0.09, "learning_rate": 0.000920160481444333, "loss": 1.813, "theoretical_loss": 4.184971212534048, "tokens_seen": 293863424 }, { "epoch": 0.09, "learning_rate": 0.0009201404212637914, "loss": 1.8153, "theoretical_loss": 4.184862100060816, "tokens_seen": 293928960 }, { "epoch": 0.09, "learning_rate": 0.0009201203610832499, "loss": 1.8382, "theoretical_loss": 4.184753018723379, "tokens_seen": 293994496 }, { "epoch": 0.09, "learning_rate": 0.0009201003009027081, "loss": 1.7472, "theoretical_loss": 4.184643968505914, "tokens_seen": 294060032 }, { "epoch": 0.09, "learning_rate": 0.0009200802407221666, "loss": 1.8905, "theoretical_loss": 4.184534949392611, "tokens_seen": 294125568 }, { "epoch": 0.09, "learning_rate": 0.0009200601805416248, "loss": 1.7706, "theoretical_loss": 4.18442596136767, "tokens_seen": 294191104 }, { "epoch": 0.09, "learning_rate": 0.0009200401203610833, "loss": 1.8976, "theoretical_loss": 4.184317004415303, "tokens_seen": 294256640 }, { "epoch": 0.09, "learning_rate": 0.0009200200601805417, "loss": 1.8011, "theoretical_loss": 4.184208078519735, "tokens_seen": 294322176 }, { "epoch": 0.09, "learning_rate": 0.00092, "loss": 1.7645, "theoretical_loss": 4.184099183665199, "tokens_seen": 294387712 }, { "epoch": 0.09, "learning_rate": 0.0009199799398194584, "loss": 1.9067, "theoretical_loss": 4.183990319835944, "tokens_seen": 294453248 }, { "epoch": 0.09, "learning_rate": 0.0009199598796389169, "loss": 1.7968, "theoretical_loss": 4.183881487016227, "tokens_seen": 294518784 }, { "epoch": 0.09, "learning_rate": 0.0009199398194583751, "loss": 1.856, "theoretical_loss": 4.183772685190318, "tokens_seen": 294584320 }, { "epoch": 0.09, "learning_rate": 0.0009199197592778336, "loss": 1.925, "theoretical_loss": 4.1836639143425, "tokens_seen": 294649856 }, { "epoch": 0.09, "learning_rate": 0.0009198996990972918, "loss": 1.787, "theoretical_loss": 4.183555174457063, "tokens_seen": 294715392 }, { "epoch": 0.09, "learning_rate": 0.0009198796389167503, "loss": 1.7992, "theoretical_loss": 4.183446465518312, "tokens_seen": 294780928 }, { "epoch": 0.09, "learning_rate": 0.0009198595787362087, "loss": 1.7961, "theoretical_loss": 4.183337787510563, "tokens_seen": 294846464 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4940253496170044, "objective/train/docs_used": 114046, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7510039806365967, "objective/train/original_loss": 1.7510039806365967, "objective/train/theoretical_loss": 4.1832291404181445, "objective/train/tokens_used": 315372000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24425998330116272, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506443977355957, "objective/train/weighted_lm_loss": 1.83975088596344, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 4.1832291404181445, "tokens_seen": 294912000 }, { "epoch": 0.09, "learning_rate": 0.000919839518555667, "loss": 1.8329, "theoretical_loss": 4.1832291404181445, "tokens_seen": 294912000 }, { "epoch": 0.09, "learning_rate": 0.0009198194583751254, "loss": 1.7224, "theoretical_loss": 4.183120524225393, "tokens_seen": 294977536 }, { "epoch": 0.09, "learning_rate": 0.0009197993981945838, "loss": 1.9731, "theoretical_loss": 4.183011938916657, "tokens_seen": 295043072 }, { "epoch": 0.09, "learning_rate": 0.0009197793380140421, "loss": 1.7446, "theoretical_loss": 4.182903384476301, "tokens_seen": 295108608 }, { "epoch": 0.09, "learning_rate": 0.0009197592778335006, "loss": 1.7929, "theoretical_loss": 4.182794860888696, "tokens_seen": 295174144 }, { "epoch": 0.09, "learning_rate": 0.0009197392176529588, "loss": 1.8788, "theoretical_loss": 4.182686368138226, "tokens_seen": 295239680 }, { "epoch": 0.09, "learning_rate": 0.0009197191574724173, "loss": 1.8534, "theoretical_loss": 4.182577906209287, "tokens_seen": 295305216 }, { "epoch": 0.09, "learning_rate": 0.0009196990972918756, "loss": 1.7757, "theoretical_loss": 4.182469475086286, "tokens_seen": 295370752 }, { "epoch": 0.09, "learning_rate": 0.000919679037111334, "loss": 1.8442, "theoretical_loss": 4.18236107475364, "tokens_seen": 295436288 }, { "epoch": 0.09, "learning_rate": 0.0009196589769307924, "loss": 1.9694, "theoretical_loss": 4.182252705195778, "tokens_seen": 295501824 }, { "epoch": 0.09, "learning_rate": 0.0009196389167502508, "loss": 1.6922, "theoretical_loss": 4.182144366397143, "tokens_seen": 295567360 }, { "epoch": 0.09, "learning_rate": 0.0009196188565697091, "loss": 1.8983, "theoretical_loss": 4.182036058342186, "tokens_seen": 295632896 }, { "epoch": 0.09, "learning_rate": 0.0009195987963891676, "loss": 1.8164, "theoretical_loss": 4.18192778101537, "tokens_seen": 295698432 }, { "epoch": 0.09, "learning_rate": 0.0009195787362086259, "loss": 1.8424, "theoretical_loss": 4.1818195344011695, "tokens_seen": 295763968 }, { "epoch": 0.09, "learning_rate": 0.0009195586760280843, "loss": 1.7505, "theoretical_loss": 4.181711318484071, "tokens_seen": 295829504 }, { "epoch": 0.09, "learning_rate": 0.0009195386158475426, "loss": 1.769, "theoretical_loss": 4.181603133248572, "tokens_seen": 295895040 }, { "epoch": 0.09, "learning_rate": 0.000919518555667001, "loss": 1.7624, "theoretical_loss": 4.181494978679181, "tokens_seen": 295960576 }, { "epoch": 0.09, "learning_rate": 0.0009194984954864594, "loss": 1.7339, "theoretical_loss": 4.181386854760417, "tokens_seen": 296026112 }, { "epoch": 0.09, "learning_rate": 0.0009194784353059178, "loss": 1.8652, "theoretical_loss": 4.181278761476811, "tokens_seen": 296091648 }, { "epoch": 0.09, "learning_rate": 0.0009194583751253761, "loss": 1.7627, "theoretical_loss": 4.181170698812906, "tokens_seen": 296157184 }, { "epoch": 0.09, "learning_rate": 0.0009194383149448345, "loss": 1.8077, "theoretical_loss": 4.181062666753256, "tokens_seen": 296222720 }, { "epoch": 0.09, "learning_rate": 0.0009194182547642929, "loss": 1.8082, "theoretical_loss": 4.180954665282423, "tokens_seen": 296288256 }, { "epoch": 0.09, "learning_rate": 0.0009193981945837513, "loss": 1.7497, "theoretical_loss": 4.180846694384986, "tokens_seen": 296353792 }, { "epoch": 0.09, "learning_rate": 0.0009193781344032096, "loss": 1.8343, "theoretical_loss": 4.18073875404553, "tokens_seen": 296419328 }, { "epoch": 0.09, "learning_rate": 0.000919358074222668, "loss": 1.7863, "theoretical_loss": 4.180630844248653, "tokens_seen": 296484864 }, { "epoch": 0.09, "learning_rate": 0.0009193380140421263, "loss": 1.8319, "theoretical_loss": 4.180522964978966, "tokens_seen": 296550400 }, { "epoch": 0.09, "learning_rate": 0.0009193179538615848, "loss": 1.7604, "theoretical_loss": 4.180415116221088, "tokens_seen": 296615936 }, { "epoch": 0.09, "learning_rate": 0.0009192978936810431, "loss": 1.9332, "theoretical_loss": 4.180307297959651, "tokens_seen": 296681472 }, { "epoch": 0.09, "learning_rate": 0.0009192778335005015, "loss": 1.8325, "theoretical_loss": 4.180199510179299, "tokens_seen": 296747008 }, { "epoch": 0.09, "learning_rate": 0.0009192577733199599, "loss": 1.6463, "theoretical_loss": 4.180091752864684, "tokens_seen": 296812544 }, { "epoch": 0.09, "learning_rate": 0.0009192377131394183, "loss": 1.8372, "theoretical_loss": 4.179984026000473, "tokens_seen": 296878080 }, { "epoch": 0.09, "learning_rate": 0.0009192176529588766, "loss": 1.7951, "theoretical_loss": 4.179876329571341, "tokens_seen": 296943616 }, { "epoch": 0.09, "learning_rate": 0.0009191975927783351, "loss": 1.867, "theoretical_loss": 4.179768663561975, "tokens_seen": 297009152 }, { "epoch": 0.09, "learning_rate": 0.0009191775325977933, "loss": 1.7988, "theoretical_loss": 4.179661027957074, "tokens_seen": 297074688 }, { "epoch": 0.09, "learning_rate": 0.0009191574724172518, "loss": 1.8474, "theoretical_loss": 4.179553422741347, "tokens_seen": 297140224 }, { "epoch": 0.09, "learning_rate": 0.0009191374122367101, "loss": 1.725, "theoretical_loss": 4.179445847899515, "tokens_seen": 297205760 }, { "epoch": 0.09, "learning_rate": 0.0009191173520561685, "loss": 1.603, "theoretical_loss": 4.1793383034163085, "tokens_seen": 297271296 }, { "epoch": 0.09, "learning_rate": 0.0009190972918756269, "loss": 1.6909, "theoretical_loss": 4.17923078927647, "tokens_seen": 297336832 }, { "epoch": 0.09, "learning_rate": 0.0009190772316950852, "loss": 1.7892, "theoretical_loss": 4.1791233054647545, "tokens_seen": 297402368 }, { "epoch": 0.09, "learning_rate": 0.0009190571715145436, "loss": 1.8126, "theoretical_loss": 4.179015851965926, "tokens_seen": 297467904 }, { "epoch": 0.09, "learning_rate": 0.0009190371113340021, "loss": 1.7874, "theoretical_loss": 4.178908428764759, "tokens_seen": 297533440 }, { "epoch": 0.09, "learning_rate": 0.0009190170511534603, "loss": 1.7865, "theoretical_loss": 4.178801035846041, "tokens_seen": 297598976 }, { "epoch": 0.09, "learning_rate": 0.0009189969909729188, "loss": 1.81, "theoretical_loss": 4.178693673194569, "tokens_seen": 297664512 }, { "epoch": 0.09, "learning_rate": 0.000918976930792377, "loss": 1.7445, "theoretical_loss": 4.178586340795152, "tokens_seen": 297730048 }, { "epoch": 0.09, "learning_rate": 0.0009189568706118355, "loss": 1.8662, "theoretical_loss": 4.17847903863261, "tokens_seen": 297795584 }, { "epoch": 0.09, "learning_rate": 0.0009189368104312939, "loss": 1.7746, "theoretical_loss": 4.178371766691773, "tokens_seen": 297861120 }, { "epoch": 0.09, "learning_rate": 0.0009189167502507522, "loss": 1.7787, "theoretical_loss": 4.1782645249574815, "tokens_seen": 297926656 }, { "epoch": 0.09, "learning_rate": 0.0009188966900702107, "loss": 1.8718, "theoretical_loss": 4.178157313414589, "tokens_seen": 297992192 }, { "epoch": 0.09, "learning_rate": 0.0009188766298896691, "loss": 1.8258, "theoretical_loss": 4.178050132047958, "tokens_seen": 298057728 }, { "epoch": 0.09, "learning_rate": 0.0009188565697091274, "loss": 1.7314, "theoretical_loss": 4.177942980842464, "tokens_seen": 298123264 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4918665587902069, "objective/train/docs_used": 115247, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.66420578956604, "objective/train/original_loss": 1.66420578956604, "objective/train/theoretical_loss": 4.1778358597829905, "objective/train/tokens_used": 318648800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2422984093427658, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504183769226074, "objective/train/weighted_lm_loss": 1.7481639385223389, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.1778358597829905, "tokens_seen": 298188800 }, { "epoch": 0.09, "learning_rate": 0.0009188365095285858, "loss": 1.825, "theoretical_loss": 4.1778358597829905, "tokens_seen": 298188800 }, { "epoch": 0.09, "learning_rate": 0.0009188164493480442, "loss": 1.7152, "theoretical_loss": 4.1777287688544344, "tokens_seen": 298254336 }, { "epoch": 0.09, "learning_rate": 0.0009187963891675025, "loss": 1.8607, "theoretical_loss": 4.177621708041703, "tokens_seen": 298319872 }, { "epoch": 0.09, "learning_rate": 0.000918776328986961, "loss": 1.8997, "theoretical_loss": 4.177514677329713, "tokens_seen": 298385408 }, { "epoch": 0.09, "learning_rate": 0.0009187562688064192, "loss": 1.8691, "theoretical_loss": 4.177407676703393, "tokens_seen": 298450944 }, { "epoch": 0.09, "learning_rate": 0.0009187362086258777, "loss": 1.7494, "theoretical_loss": 4.177300706147683, "tokens_seen": 298516480 }, { "epoch": 0.09, "learning_rate": 0.000918716148445336, "loss": 1.8863, "theoretical_loss": 4.177193765647534, "tokens_seen": 298582016 }, { "epoch": 0.09, "learning_rate": 0.0009186960882647944, "loss": 1.7996, "theoretical_loss": 4.1770868551879055, "tokens_seen": 298647552 }, { "epoch": 0.09, "learning_rate": 0.0009186760280842528, "loss": 1.8353, "theoretical_loss": 4.17697997475377, "tokens_seen": 298713088 }, { "epoch": 0.09, "learning_rate": 0.0009186559679037112, "loss": 1.8755, "theoretical_loss": 4.176873124330111, "tokens_seen": 298778624 }, { "epoch": 0.09, "learning_rate": 0.0009186359077231695, "loss": 2.0181, "theoretical_loss": 4.176766303901922, "tokens_seen": 298844160 }, { "epoch": 0.09, "learning_rate": 0.000918615847542628, "loss": 2.0517, "theoretical_loss": 4.176659513454207, "tokens_seen": 298909696 }, { "epoch": 0.09, "learning_rate": 0.0009185957873620863, "loss": 1.8836, "theoretical_loss": 4.176552752971981, "tokens_seen": 298975232 }, { "epoch": 0.09, "learning_rate": 0.0009185757271815447, "loss": 1.875, "theoretical_loss": 4.1764460224402695, "tokens_seen": 299040768 }, { "epoch": 0.09, "learning_rate": 0.000918555667001003, "loss": 1.8465, "theoretical_loss": 4.17633932184411, "tokens_seen": 299106304 }, { "epoch": 0.09, "learning_rate": 0.0009185356068204614, "loss": 1.9421, "theoretical_loss": 4.176232651168551, "tokens_seen": 299171840 }, { "epoch": 0.09, "learning_rate": 0.0009185155466399198, "loss": 1.8236, "theoretical_loss": 4.176126010398647, "tokens_seen": 299237376 }, { "epoch": 0.09, "learning_rate": 0.0009184954864593782, "loss": 1.9052, "theoretical_loss": 4.176019399519471, "tokens_seen": 299302912 }, { "epoch": 0.09, "learning_rate": 0.0009184754262788365, "loss": 1.8264, "theoretical_loss": 4.1759128185161005, "tokens_seen": 299368448 }, { "epoch": 0.09, "learning_rate": 0.0009184553660982949, "loss": 1.7301, "theoretical_loss": 4.175806267373627, "tokens_seen": 299433984 }, { "epoch": 0.09, "learning_rate": 0.0009184353059177533, "loss": 1.8618, "theoretical_loss": 4.17569974607715, "tokens_seen": 299499520 }, { "epoch": 0.09, "learning_rate": 0.0009184152457372117, "loss": 1.7564, "theoretical_loss": 4.1755932546117815, "tokens_seen": 299565056 }, { "epoch": 0.09, "learning_rate": 0.00091839518555667, "loss": 1.7976, "theoretical_loss": 4.175486792962646, "tokens_seen": 299630592 }, { "epoch": 0.09, "learning_rate": 0.0009183751253761285, "loss": 1.8856, "theoretical_loss": 4.175380361114874, "tokens_seen": 299696128 }, { "epoch": 0.09, "learning_rate": 0.0009183550651955867, "loss": 1.7783, "theoretical_loss": 4.1752739590536105, "tokens_seen": 299761664 }, { "epoch": 0.09, "learning_rate": 0.0009183350050150452, "loss": 1.7971, "theoretical_loss": 4.17516758676401, "tokens_seen": 299827200 }, { "epoch": 0.09, "learning_rate": 0.0009183149448345035, "loss": 1.924, "theoretical_loss": 4.175061244231237, "tokens_seen": 299892736 }, { "epoch": 0.09, "learning_rate": 0.0009182948846539619, "loss": 1.9111, "theoretical_loss": 4.174954931440468, "tokens_seen": 299958272 }, { "epoch": 0.09, "learning_rate": 0.0009182748244734203, "loss": 1.947, "theoretical_loss": 4.174848648376889, "tokens_seen": 300023808 }, { "epoch": 0.09, "learning_rate": 0.0009182547642928787, "loss": 1.8443, "theoretical_loss": 4.174742395025696, "tokens_seen": 300089344 }, { "epoch": 0.09, "learning_rate": 0.000918234704112337, "loss": 1.8847, "theoretical_loss": 4.174636171372097, "tokens_seen": 300154880 }, { "epoch": 0.09, "learning_rate": 0.0009182146439317955, "loss": 1.8018, "theoretical_loss": 4.174529977401312, "tokens_seen": 300220416 }, { "epoch": 0.09, "learning_rate": 0.0009181945837512537, "loss": 1.7974, "theoretical_loss": 4.174423813098566, "tokens_seen": 300285952 }, { "epoch": 0.09, "learning_rate": 0.0009181745235707122, "loss": 1.8399, "theoretical_loss": 4.174317678449101, "tokens_seen": 300351488 }, { "epoch": 0.09, "learning_rate": 0.0009181544633901705, "loss": 1.7105, "theoretical_loss": 4.174211573438166, "tokens_seen": 300417024 }, { "epoch": 0.09, "learning_rate": 0.0009181344032096289, "loss": 1.9141, "theoretical_loss": 4.174105498051022, "tokens_seen": 300482560 }, { "epoch": 0.09, "learning_rate": 0.0009181143430290873, "loss": 1.9205, "theoretical_loss": 4.173999452272939, "tokens_seen": 300548096 }, { "epoch": 0.09, "learning_rate": 0.0009180942828485456, "loss": 1.9612, "theoretical_loss": 4.173893436089199, "tokens_seen": 300613632 }, { "epoch": 0.09, "learning_rate": 0.000918074222668004, "loss": 1.92, "theoretical_loss": 4.173787449485094, "tokens_seen": 300679168 }, { "epoch": 0.09, "learning_rate": 0.0009180541624874625, "loss": 2.085, "theoretical_loss": 4.173681492445926, "tokens_seen": 300744704 }, { "epoch": 0.09, "learning_rate": 0.0009180341023069207, "loss": 1.9086, "theoretical_loss": 4.173575564957009, "tokens_seen": 300810240 }, { "epoch": 0.09, "learning_rate": 0.0009180140421263792, "loss": 1.8754, "theoretical_loss": 4.1734696670036655, "tokens_seen": 300875776 }, { "epoch": 0.09, "learning_rate": 0.0009179939819458374, "loss": 2.1293, "theoretical_loss": 4.17336379857123, "tokens_seen": 300941312 }, { "epoch": 0.09, "learning_rate": 0.0009179739217652959, "loss": 1.9747, "theoretical_loss": 4.1732579596450465, "tokens_seen": 301006848 }, { "epoch": 0.09, "learning_rate": 0.0009179538615847543, "loss": 1.8285, "theoretical_loss": 4.17315215021047, "tokens_seen": 301072384 }, { "epoch": 0.09, "learning_rate": 0.0009179338014042126, "loss": 2.0572, "theoretical_loss": 4.173046370252866, "tokens_seen": 301137920 }, { "epoch": 0.09, "learning_rate": 0.000917913741223671, "loss": 1.832, "theoretical_loss": 4.172940619757611, "tokens_seen": 301203456 }, { "epoch": 0.09, "learning_rate": 0.0009178936810431295, "loss": 1.8726, "theoretical_loss": 4.172834898710089, "tokens_seen": 301268992 }, { "epoch": 0.09, "learning_rate": 0.0009178736208625877, "loss": 1.8577, "theoretical_loss": 4.1727292070957, "tokens_seen": 301334528 }, { "epoch": 0.09, "learning_rate": 0.0009178535606820462, "loss": 1.934, "theoretical_loss": 4.172623544899849, "tokens_seen": 301400064 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4897353947162628, "objective/train/docs_used": 116418, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8441132307052612, "objective/train/original_loss": 1.8441133499145508, "objective/train/theoretical_loss": 4.172517912107954, "objective/train/tokens_used": 321925600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24035406112670898, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050195336341858, "objective/train/weighted_lm_loss": 1.9364567995071411, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.172517912107954, "tokens_seen": 301465600 }, { "epoch": 0.09, "learning_rate": 0.0009178335005015045, "loss": 2.0693, "theoretical_loss": 4.172517912107954, "tokens_seen": 301465600 }, { "epoch": 0.09, "learning_rate": 0.0009178134403209629, "loss": 1.8463, "theoretical_loss": 4.172412308705443, "tokens_seen": 301531136 }, { "epoch": 0.09, "learning_rate": 0.0009177933801404213, "loss": 1.8559, "theoretical_loss": 4.172306734677753, "tokens_seen": 301596672 }, { "epoch": 0.09, "learning_rate": 0.0009177733199598796, "loss": 1.9022, "theoretical_loss": 4.172201190010334, "tokens_seen": 301662208 }, { "epoch": 0.09, "learning_rate": 0.000917753259779338, "loss": 1.814, "theoretical_loss": 4.172095674688645, "tokens_seen": 301727744 }, { "epoch": 0.09, "learning_rate": 0.0009177331995987964, "loss": 2.0133, "theoretical_loss": 4.171990188698155, "tokens_seen": 301793280 }, { "epoch": 0.09, "learning_rate": 0.0009177131394182547, "loss": 1.8285, "theoretical_loss": 4.171884732024344, "tokens_seen": 301858816 }, { "epoch": 0.09, "learning_rate": 0.0009176930792377132, "loss": 1.8609, "theoretical_loss": 4.171779304652702, "tokens_seen": 301924352 }, { "epoch": 0.09, "learning_rate": 0.0009176730190571715, "loss": 1.8516, "theoretical_loss": 4.171673906568729, "tokens_seen": 301989888 }, { "epoch": 0.09, "learning_rate": 0.0009176529588766299, "loss": 1.8591, "theoretical_loss": 4.171568537757936, "tokens_seen": 302055424 }, { "epoch": 0.09, "learning_rate": 0.0009176328986960883, "loss": 2.047, "theoretical_loss": 4.171463198205844, "tokens_seen": 302120960 }, { "epoch": 0.09, "learning_rate": 0.0009176128385155467, "loss": 1.8739, "theoretical_loss": 4.171357887897985, "tokens_seen": 302186496 }, { "epoch": 0.09, "learning_rate": 0.000917592778335005, "loss": 1.8573, "theoretical_loss": 4.171252606819899, "tokens_seen": 302252032 }, { "epoch": 0.09, "learning_rate": 0.0009175727181544634, "loss": 1.9282, "theoretical_loss": 4.17114735495714, "tokens_seen": 302317568 }, { "epoch": 0.09, "learning_rate": 0.0009175526579739217, "loss": 1.8217, "theoretical_loss": 4.171042132295268, "tokens_seen": 302383104 }, { "epoch": 0.09, "learning_rate": 0.0009175325977933802, "loss": 1.8833, "theoretical_loss": 4.170936938819857, "tokens_seen": 302448640 }, { "epoch": 0.09, "learning_rate": 0.0009175125376128385, "loss": 1.779, "theoretical_loss": 4.170831774516489, "tokens_seen": 302514176 }, { "epoch": 0.09, "learning_rate": 0.0009174924774322969, "loss": 1.8598, "theoretical_loss": 4.170726639370757, "tokens_seen": 302579712 }, { "epoch": 0.09, "learning_rate": 0.0009174724172517552, "loss": 1.855, "theoretical_loss": 4.170621533368265, "tokens_seen": 302645248 }, { "epoch": 0.09, "learning_rate": 0.0009174523570712137, "loss": 1.8664, "theoretical_loss": 4.170516456494624, "tokens_seen": 302710784 }, { "epoch": 0.09, "learning_rate": 0.000917432296890672, "loss": 1.853, "theoretical_loss": 4.170411408735461, "tokens_seen": 302776320 }, { "epoch": 0.09, "learning_rate": 0.0009174122367101304, "loss": 1.7922, "theoretical_loss": 4.170306390076408, "tokens_seen": 302841856 }, { "epoch": 0.09, "learning_rate": 0.0009173921765295889, "loss": 2.0018, "theoretical_loss": 4.1702014005031085, "tokens_seen": 302907392 }, { "epoch": 0.09, "learning_rate": 0.0009173721163490471, "loss": 1.7791, "theoretical_loss": 4.170096440001217, "tokens_seen": 302972928 }, { "epoch": 0.09, "learning_rate": 0.0009173520561685056, "loss": 1.9441, "theoretical_loss": 4.169991508556398, "tokens_seen": 303038464 }, { "epoch": 0.09, "learning_rate": 0.0009173319959879639, "loss": 1.8292, "theoretical_loss": 4.169886606154328, "tokens_seen": 303104000 }, { "epoch": 0.09, "learning_rate": 0.0009173119358074223, "loss": 1.8355, "theoretical_loss": 4.169781732780688, "tokens_seen": 303169536 }, { "epoch": 0.09, "learning_rate": 0.0009172918756268807, "loss": 1.861, "theoretical_loss": 4.169676888421175, "tokens_seen": 303235072 }, { "epoch": 0.09, "learning_rate": 0.0009172718154463391, "loss": 1.7574, "theoretical_loss": 4.169572073061493, "tokens_seen": 303300608 }, { "epoch": 0.09, "learning_rate": 0.0009172517552657974, "loss": 1.9617, "theoretical_loss": 4.169467286687359, "tokens_seen": 303366144 }, { "epoch": 0.09, "learning_rate": 0.0009172316950852559, "loss": 1.8277, "theoretical_loss": 4.169362529284497, "tokens_seen": 303431680 }, { "epoch": 0.09, "learning_rate": 0.0009172116349047141, "loss": 1.8347, "theoretical_loss": 4.169257800838642, "tokens_seen": 303497216 }, { "epoch": 0.09, "learning_rate": 0.0009171915747241726, "loss": 2.0021, "theoretical_loss": 4.16915310133554, "tokens_seen": 303562752 }, { "epoch": 0.09, "learning_rate": 0.000917171514543631, "loss": 1.9621, "theoretical_loss": 4.169048430760946, "tokens_seen": 303628288 }, { "epoch": 0.09, "learning_rate": 0.0009171514543630893, "loss": 1.8753, "theoretical_loss": 4.168943789100626, "tokens_seen": 303693824 }, { "epoch": 0.09, "learning_rate": 0.0009171313941825477, "loss": 1.8549, "theoretical_loss": 4.168839176340356, "tokens_seen": 303759360 }, { "epoch": 0.09, "learning_rate": 0.000917111334002006, "loss": 1.7648, "theoretical_loss": 4.1687345924659205, "tokens_seen": 303824896 }, { "epoch": 0.09, "learning_rate": 0.0009170912738214644, "loss": 1.7129, "theoretical_loss": 4.168630037463117, "tokens_seen": 303890432 }, { "epoch": 0.09, "learning_rate": 0.0009170712136409229, "loss": 1.8143, "theoretical_loss": 4.168525511317751, "tokens_seen": 303955968 }, { "epoch": 0.09, "learning_rate": 0.0009170511534603811, "loss": 1.8852, "theoretical_loss": 4.168421014015637, "tokens_seen": 304021504 }, { "epoch": 0.09, "learning_rate": 0.0009170310932798396, "loss": 1.8363, "theoretical_loss": 4.168316545542602, "tokens_seen": 304087040 }, { "epoch": 0.09, "learning_rate": 0.0009170110330992978, "loss": 1.8495, "theoretical_loss": 4.168212105884482, "tokens_seen": 304152576 }, { "epoch": 0.09, "learning_rate": 0.0009169909729187563, "loss": 1.8456, "theoretical_loss": 4.168107695027123, "tokens_seen": 304218112 }, { "epoch": 0.09, "learning_rate": 0.0009169709127382147, "loss": 1.7831, "theoretical_loss": 4.1680033129563805, "tokens_seen": 304283648 }, { "epoch": 0.09, "learning_rate": 0.000916950852557673, "loss": 1.75, "theoretical_loss": 4.167898959658121, "tokens_seen": 304349184 }, { "epoch": 0.09, "learning_rate": 0.0009169307923771314, "loss": 1.7698, "theoretical_loss": 4.167794635118219, "tokens_seen": 304414720 }, { "epoch": 0.09, "learning_rate": 0.0009169107321965899, "loss": 1.8279, "theoretical_loss": 4.167690339322562, "tokens_seen": 304480256 }, { "epoch": 0.09, "learning_rate": 0.0009168906720160481, "loss": 1.6521, "theoretical_loss": 4.167586072257047, "tokens_seen": 304545792 }, { "epoch": 0.09, "learning_rate": 0.0009168706118355066, "loss": 1.7137, "theoretical_loss": 4.167481833907576, "tokens_seen": 304611328 }, { "epoch": 0.09, "learning_rate": 0.0009168505516549649, "loss": 1.931, "theoretical_loss": 4.167377624260068, "tokens_seen": 304676864 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4910045862197876, "objective/train/docs_used": 117554, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6303279399871826, "objective/train/original_loss": 1.6303277015686035, "objective/train/theoretical_loss": 4.167273443300447, "objective/train/tokens_used": 325202400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.241532102227211, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050328254699707, "objective/train/weighted_lm_loss": 1.7122821807861328, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.167273443300447, "tokens_seen": 304742400 }, { "epoch": 0.09, "learning_rate": 0.0009168304914744233, "loss": 1.7162, "theoretical_loss": 4.167273443300447, "tokens_seen": 304742400 }, { "epoch": 0.09, "learning_rate": 0.0009168104312938817, "loss": 1.9333, "theoretical_loss": 4.167169291014649, "tokens_seen": 304807936 }, { "epoch": 0.09, "learning_rate": 0.00091679037111334, "loss": 2.0274, "theoretical_loss": 4.16706516738862, "tokens_seen": 304873472 }, { "epoch": 0.09, "learning_rate": 0.0009167703109327984, "loss": 1.7796, "theoretical_loss": 4.1669610724083155, "tokens_seen": 304939008 }, { "epoch": 0.09, "learning_rate": 0.0009167502507522568, "loss": 1.8187, "theoretical_loss": 4.1668570060597006, "tokens_seen": 305004544 }, { "epoch": 0.09, "learning_rate": 0.0009167301905717151, "loss": 1.8278, "theoretical_loss": 4.16675296832875, "tokens_seen": 305070080 }, { "epoch": 0.09, "learning_rate": 0.0009167101303911736, "loss": 1.7686, "theoretical_loss": 4.166648959201449, "tokens_seen": 305135616 }, { "epoch": 0.09, "learning_rate": 0.0009166900702106319, "loss": 1.9126, "theoretical_loss": 4.1665449786637945, "tokens_seen": 305201152 }, { "epoch": 0.09, "learning_rate": 0.0009166700100300903, "loss": 1.8431, "theoretical_loss": 4.166441026701788, "tokens_seen": 305266688 }, { "epoch": 0.09, "learning_rate": 0.0009166499498495487, "loss": 1.8467, "theoretical_loss": 4.166337103301447, "tokens_seen": 305332224 }, { "epoch": 0.09, "learning_rate": 0.000916629889669007, "loss": 1.8731, "theoretical_loss": 4.166233208448794, "tokens_seen": 305397760 }, { "epoch": 0.09, "learning_rate": 0.0009166098294884654, "loss": 1.8152, "theoretical_loss": 4.166129342129865, "tokens_seen": 305463296 }, { "epoch": 0.09, "learning_rate": 0.0009165897693079238, "loss": 1.8298, "theoretical_loss": 4.166025504330703, "tokens_seen": 305528832 }, { "epoch": 0.09, "learning_rate": 0.0009165697091273821, "loss": 1.8831, "theoretical_loss": 4.165921695037363, "tokens_seen": 305594368 }, { "epoch": 0.09, "learning_rate": 0.0009165496489468406, "loss": 1.8718, "theoretical_loss": 4.165817914235908, "tokens_seen": 305659904 }, { "epoch": 0.09, "learning_rate": 0.0009165295887662989, "loss": 1.8804, "theoretical_loss": 4.165714161912412, "tokens_seen": 305725440 }, { "epoch": 0.09, "learning_rate": 0.0009165095285857573, "loss": 1.7289, "theoretical_loss": 4.165610438052958, "tokens_seen": 305790976 }, { "epoch": 0.09, "learning_rate": 0.0009164894684052156, "loss": 1.7683, "theoretical_loss": 4.1655067426436405, "tokens_seen": 305856512 }, { "epoch": 0.09, "learning_rate": 0.0009164694082246741, "loss": 1.8967, "theoretical_loss": 4.165403075670562, "tokens_seen": 305922048 }, { "epoch": 0.09, "learning_rate": 0.0009164493480441324, "loss": 1.8074, "theoretical_loss": 4.165299437119834, "tokens_seen": 305987584 }, { "epoch": 0.09, "learning_rate": 0.0009164292878635908, "loss": 1.8561, "theoretical_loss": 4.1651958269775795, "tokens_seen": 306053120 }, { "epoch": 0.09, "learning_rate": 0.0009164092276830491, "loss": 1.7487, "theoretical_loss": 4.165092245229932, "tokens_seen": 306118656 }, { "epoch": 0.09, "learning_rate": 0.0009163891675025075, "loss": 1.7637, "theoretical_loss": 4.164988691863032, "tokens_seen": 306184192 }, { "epoch": 0.09, "learning_rate": 0.0009163691073219659, "loss": 1.9437, "theoretical_loss": 4.164885166863032, "tokens_seen": 306249728 }, { "epoch": 0.09, "learning_rate": 0.0009163490471414243, "loss": 1.8181, "theoretical_loss": 4.164781670216092, "tokens_seen": 306315264 }, { "epoch": 0.09, "learning_rate": 0.0009163289869608826, "loss": 1.7637, "theoretical_loss": 4.1646782019083854, "tokens_seen": 306380800 }, { "epoch": 0.09, "learning_rate": 0.0009163089267803411, "loss": 1.6582, "theoretical_loss": 4.164574761926092, "tokens_seen": 306446336 }, { "epoch": 0.09, "learning_rate": 0.0009162888665997994, "loss": 1.76, "theoretical_loss": 4.164471350255402, "tokens_seen": 306511872 }, { "epoch": 0.09, "learning_rate": 0.0009162688064192578, "loss": 2.0577, "theoretical_loss": 4.164367966882517, "tokens_seen": 306577408 }, { "epoch": 0.09, "learning_rate": 0.0009162487462387162, "loss": 1.574, "theoretical_loss": 4.164264611793644, "tokens_seen": 306642944 }, { "epoch": 0.09, "learning_rate": 0.0009162286860581745, "loss": 1.8299, "theoretical_loss": 4.164161284975005, "tokens_seen": 306708480 }, { "epoch": 0.09, "learning_rate": 0.0009162086258776329, "loss": 1.7307, "theoretical_loss": 4.164057986412828, "tokens_seen": 306774016 }, { "epoch": 0.09, "learning_rate": 0.0009161885656970913, "loss": 1.8212, "theoretical_loss": 4.163954716093354, "tokens_seen": 306839552 }, { "epoch": 0.09, "learning_rate": 0.0009161685055165496, "loss": 1.8538, "theoretical_loss": 4.163851474002829, "tokens_seen": 306905088 }, { "epoch": 0.09, "learning_rate": 0.0009161484453360081, "loss": 1.7853, "theoretical_loss": 4.1637482601275115, "tokens_seen": 306970624 }, { "epoch": 0.09, "learning_rate": 0.0009161283851554663, "loss": 1.8917, "theoretical_loss": 4.16364507445367, "tokens_seen": 307036160 }, { "epoch": 0.09, "learning_rate": 0.0009161083249749248, "loss": 1.831, "theoretical_loss": 4.163541916967581, "tokens_seen": 307101696 }, { "epoch": 0.09, "learning_rate": 0.0009160882647943832, "loss": 1.9265, "theoretical_loss": 4.163438787655533, "tokens_seen": 307167232 }, { "epoch": 0.09, "learning_rate": 0.0009160682046138415, "loss": 1.8527, "theoretical_loss": 4.163335686503822, "tokens_seen": 307232768 }, { "epoch": 0.09, "learning_rate": 0.0009160481444332999, "loss": 1.868, "theoretical_loss": 4.163232613498753, "tokens_seen": 307298304 }, { "epoch": 0.09, "learning_rate": 0.0009160280842527582, "loss": 1.7818, "theoretical_loss": 4.163129568626642, "tokens_seen": 307363840 }, { "epoch": 0.09, "learning_rate": 0.0009160080240722166, "loss": 1.7847, "theoretical_loss": 4.1630265518738145, "tokens_seen": 307429376 }, { "epoch": 0.09, "learning_rate": 0.0009159879638916751, "loss": 1.8922, "theoretical_loss": 4.162923563226607, "tokens_seen": 307494912 }, { "epoch": 0.09, "learning_rate": 0.0009159679037111333, "loss": 1.7713, "theoretical_loss": 4.162820602671362, "tokens_seen": 307560448 }, { "epoch": 0.09, "learning_rate": 0.0009159478435305918, "loss": 1.8753, "theoretical_loss": 4.162717670194433, "tokens_seen": 307625984 }, { "epoch": 0.09, "learning_rate": 0.0009159277833500502, "loss": 1.673, "theoretical_loss": 4.162614765782186, "tokens_seen": 307691520 }, { "epoch": 0.09, "learning_rate": 0.0009159077231695085, "loss": 1.805, "theoretical_loss": 4.1625118894209905, "tokens_seen": 307757056 }, { "epoch": 0.09, "learning_rate": 0.000915887662988967, "loss": 1.7618, "theoretical_loss": 4.1624090410972325, "tokens_seen": 307822592 }, { "epoch": 0.09, "learning_rate": 0.0009158676028084253, "loss": 1.7028, "theoretical_loss": 4.162306220797301, "tokens_seen": 307888128 }, { "epoch": 0.09, "learning_rate": 0.0009158475426278837, "loss": 1.8686, "theoretical_loss": 4.162203428507601, "tokens_seen": 307953664 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.49156174063682556, "objective/train/docs_used": 118729, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7690374851226807, "objective/train/original_loss": 1.7690374851226807, "objective/train/theoretical_loss": 4.16210066421454, "objective/train/tokens_used": 328479200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2423403114080429, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050388216972351, "objective/train/weighted_lm_loss": 1.858426570892334, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.16210066421454, "tokens_seen": 308019200 }, { "epoch": 0.09, "learning_rate": 0.0009158274824473421, "loss": 1.7856, "theoretical_loss": 4.16210066421454, "tokens_seen": 308019200 }, { "epoch": 0.09, "learning_rate": 0.0009158074222668004, "loss": 1.8842, "theoretical_loss": 4.16199792790454, "tokens_seen": 308084736 }, { "epoch": 0.09, "learning_rate": 0.0009157873620862588, "loss": 1.8463, "theoretical_loss": 4.161895219564032, "tokens_seen": 308150272 }, { "epoch": 0.09, "learning_rate": 0.0009157673019057172, "loss": 1.7313, "theoretical_loss": 4.161792539179454, "tokens_seen": 308215808 }, { "epoch": 0.09, "learning_rate": 0.0009157472417251755, "loss": 1.7317, "theoretical_loss": 4.161689886737255, "tokens_seen": 308281344 }, { "epoch": 0.09, "learning_rate": 0.000915727181544634, "loss": 1.9005, "theoretical_loss": 4.161587262223895, "tokens_seen": 308346880 }, { "epoch": 0.09, "learning_rate": 0.0009157071213640923, "loss": 1.7685, "theoretical_loss": 4.161484665625839, "tokens_seen": 308412416 }, { "epoch": 0.09, "learning_rate": 0.0009156870611835507, "loss": 1.8842, "theoretical_loss": 4.161382096929565, "tokens_seen": 308477952 }, { "epoch": 0.09, "learning_rate": 0.0009156670010030091, "loss": 1.8179, "theoretical_loss": 4.161279556121562, "tokens_seen": 308543488 }, { "epoch": 0.09, "learning_rate": 0.0009156469408224675, "loss": 1.8155, "theoretical_loss": 4.1611770431883235, "tokens_seen": 308609024 }, { "epoch": 0.09, "learning_rate": 0.0009156268806419258, "loss": 1.8621, "theoretical_loss": 4.161074558116356, "tokens_seen": 308674560 }, { "epoch": 0.09, "learning_rate": 0.0009156068204613842, "loss": 1.8453, "theoretical_loss": 4.160972100892174, "tokens_seen": 308740096 }, { "epoch": 0.09, "learning_rate": 0.0009155867602808425, "loss": 1.737, "theoretical_loss": 4.160869671502302, "tokens_seen": 308805632 }, { "epoch": 0.09, "learning_rate": 0.000915566700100301, "loss": 1.767, "theoretical_loss": 4.160767269933274, "tokens_seen": 308871168 }, { "epoch": 0.09, "learning_rate": 0.0009155466399197593, "loss": 1.814, "theoretical_loss": 4.160664896171632, "tokens_seen": 308936704 }, { "epoch": 0.09, "learning_rate": 0.0009155265797392177, "loss": 1.8207, "theoretical_loss": 4.160562550203928, "tokens_seen": 309002240 }, { "epoch": 0.09, "learning_rate": 0.000915506519558676, "loss": 1.9213, "theoretical_loss": 4.160460232016725, "tokens_seen": 309067776 }, { "epoch": 0.09, "learning_rate": 0.0009154864593781345, "loss": 1.8559, "theoretical_loss": 4.160357941596594, "tokens_seen": 309133312 }, { "epoch": 0.09, "learning_rate": 0.0009154663991975928, "loss": 1.7862, "theoretical_loss": 4.160255678930115, "tokens_seen": 309198848 }, { "epoch": 0.09, "learning_rate": 0.0009154463390170512, "loss": 1.8416, "theoretical_loss": 4.1601534440038765, "tokens_seen": 309264384 }, { "epoch": 0.09, "learning_rate": 0.0009154262788365095, "loss": 1.8704, "theoretical_loss": 4.16005123680448, "tokens_seen": 309329920 }, { "epoch": 0.09, "learning_rate": 0.0009154062186559679, "loss": 1.7641, "theoretical_loss": 4.159949057318532, "tokens_seen": 309395456 }, { "epoch": 0.09, "learning_rate": 0.0009153861584754263, "loss": 1.7451, "theoretical_loss": 4.1598469055326515, "tokens_seen": 309460992 }, { "epoch": 0.09, "learning_rate": 0.0009153660982948847, "loss": 1.7089, "theoretical_loss": 4.159744781433464, "tokens_seen": 309526528 }, { "epoch": 0.09, "learning_rate": 0.000915346038114343, "loss": 1.8765, "theoretical_loss": 4.159642685007606, "tokens_seen": 309592064 }, { "epoch": 0.09, "learning_rate": 0.0009153259779338015, "loss": 1.8021, "theoretical_loss": 4.159540616241723, "tokens_seen": 309657600 }, { "epoch": 0.09, "learning_rate": 0.0009153059177532598, "loss": 1.7355, "theoretical_loss": 4.159438575122471, "tokens_seen": 309723136 }, { "epoch": 0.09, "learning_rate": 0.0009152858575727182, "loss": 1.7621, "theoretical_loss": 4.159336561636513, "tokens_seen": 309788672 }, { "epoch": 0.09, "learning_rate": 0.0009152657973921766, "loss": 1.7003, "theoretical_loss": 4.1592345757705225, "tokens_seen": 309854208 }, { "epoch": 0.09, "learning_rate": 0.0009152457372116349, "loss": 1.6826, "theoretical_loss": 4.159132617511181, "tokens_seen": 309919744 }, { "epoch": 0.09, "learning_rate": 0.0009152256770310933, "loss": 1.7535, "theoretical_loss": 4.159030686845182, "tokens_seen": 309985280 }, { "epoch": 0.09, "learning_rate": 0.0009152056168505517, "loss": 1.776, "theoretical_loss": 4.158928783759226, "tokens_seen": 310050816 }, { "epoch": 0.09, "learning_rate": 0.00091518555667001, "loss": 1.7716, "theoretical_loss": 4.158826908240022, "tokens_seen": 310116352 }, { "epoch": 0.09, "learning_rate": 0.0009151654964894685, "loss": 1.7732, "theoretical_loss": 4.158725060274291, "tokens_seen": 310181888 }, { "epoch": 0.09, "learning_rate": 0.0009151454363089267, "loss": 1.7397, "theoretical_loss": 4.158623239848762, "tokens_seen": 310247424 }, { "epoch": 0.09, "learning_rate": 0.0009151253761283852, "loss": 1.7299, "theoretical_loss": 4.15852144695017, "tokens_seen": 310312960 }, { "epoch": 0.09, "learning_rate": 0.0009151053159478436, "loss": 1.8316, "theoretical_loss": 4.158419681565265, "tokens_seen": 310378496 }, { "epoch": 0.09, "learning_rate": 0.0009150852557673019, "loss": 1.7404, "theoretical_loss": 4.158317943680801, "tokens_seen": 310444032 }, { "epoch": 0.09, "learning_rate": 0.0009150651955867603, "loss": 1.6477, "theoretical_loss": 4.158216233283545, "tokens_seen": 310509568 }, { "epoch": 0.09, "learning_rate": 0.0009150451354062186, "loss": 1.8772, "theoretical_loss": 4.158114550360271, "tokens_seen": 310575104 }, { "epoch": 0.09, "learning_rate": 0.000915025075225677, "loss": 1.925, "theoretical_loss": 4.1580128948977615, "tokens_seen": 310640640 }, { "epoch": 0.09, "learning_rate": 0.0009150050150451355, "loss": 1.7451, "theoretical_loss": 4.157911266882811, "tokens_seen": 310706176 }, { "epoch": 0.09, "learning_rate": 0.0009149849548645937, "loss": 1.7826, "theoretical_loss": 4.157809666302221, "tokens_seen": 310771712 }, { "epoch": 0.09, "learning_rate": 0.0009149648946840522, "loss": 1.7177, "theoretical_loss": 4.157708093142801, "tokens_seen": 310837248 }, { "epoch": 0.09, "learning_rate": 0.0009149448345035106, "loss": 1.9009, "theoretical_loss": 4.157606547391374, "tokens_seen": 310902784 }, { "epoch": 0.09, "learning_rate": 0.0009149247743229689, "loss": 1.7678, "theoretical_loss": 4.157505029034767, "tokens_seen": 310968320 }, { "epoch": 0.09, "learning_rate": 0.0009149047141424273, "loss": 1.9484, "theoretical_loss": 4.157403538059819, "tokens_seen": 311033856 }, { "epoch": 0.09, "learning_rate": 0.0009148846539618857, "loss": 1.8541, "theoretical_loss": 4.157302074453379, "tokens_seen": 311099392 }, { "epoch": 0.09, "learning_rate": 0.000914864593781344, "loss": 1.8846, "theoretical_loss": 4.157200638202301, "tokens_seen": 311164928 }, { "epoch": 0.09, "learning_rate": 0.0009148445336008025, "loss": 1.5425, "theoretical_loss": 4.157099229293453, "tokens_seen": 311230464 }, { "epoch": 0.09, "objective/train/advantage_avg": 0.4924384355545044, "objective/train/docs_used": 120076, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.819303274154663, "objective/train/original_loss": 1.8193035125732422, "objective/train/theoretical_loss": 4.156997847713709, "objective/train/tokens_used": 331756000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24328577518463135, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050480604171753, "objective/train/weighted_lm_loss": 1.911105751991272, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.156997847713709, "tokens_seen": 311296000 }, { "epoch": 0.09, "learning_rate": 0.0009148244734202607, "loss": 1.7748, "theoretical_loss": 4.156997847713709, "tokens_seen": 311296000 }, { "epoch": 0.09, "learning_rate": 0.0009148044132397192, "loss": 1.7985, "theoretical_loss": 4.156896493449951, "tokens_seen": 311361536 }, { "epoch": 0.09, "learning_rate": 0.0009147843530591775, "loss": 1.7454, "theoretical_loss": 4.156795166489074, "tokens_seen": 311427072 }, { "epoch": 0.09, "learning_rate": 0.0009147642928786359, "loss": 1.8097, "theoretical_loss": 4.15669386681798, "tokens_seen": 311492608 }, { "epoch": 0.09, "learning_rate": 0.0009147442326980943, "loss": 1.8527, "theoretical_loss": 4.156592594423579, "tokens_seen": 311558144 }, { "epoch": 0.09, "learning_rate": 0.0009147241725175527, "loss": 1.7922, "theoretical_loss": 4.156491349292789, "tokens_seen": 311623680 }, { "epoch": 0.09, "learning_rate": 0.000914704112337011, "loss": 1.7492, "theoretical_loss": 4.156390131412543, "tokens_seen": 311689216 }, { "epoch": 0.09, "learning_rate": 0.0009146840521564695, "loss": 1.6228, "theoretical_loss": 4.156288940769778, "tokens_seen": 311754752 }, { "epoch": 0.09, "learning_rate": 0.0009146639919759277, "loss": 1.8304, "theoretical_loss": 4.156187777351438, "tokens_seen": 311820288 }, { "epoch": 0.09, "learning_rate": 0.0009146439317953862, "loss": 1.7774, "theoretical_loss": 4.156086641144483, "tokens_seen": 311885824 }, { "epoch": 0.09, "learning_rate": 0.0009146238716148445, "loss": 1.8537, "theoretical_loss": 4.155985532135875, "tokens_seen": 311951360 }, { "epoch": 0.09, "learning_rate": 0.0009146038114343029, "loss": 1.7901, "theoretical_loss": 4.155884450312589, "tokens_seen": 312016896 }, { "epoch": 0.09, "learning_rate": 0.0009145837512537613, "loss": 1.8438, "theoretical_loss": 4.155783395661609, "tokens_seen": 312082432 }, { "epoch": 0.09, "learning_rate": 0.0009145636910732197, "loss": 1.8641, "theoretical_loss": 4.155682368169925, "tokens_seen": 312147968 }, { "epoch": 0.09, "learning_rate": 0.000914543630892678, "loss": 1.8986, "theoretical_loss": 4.1555813678245395, "tokens_seen": 312213504 }, { "epoch": 0.09, "learning_rate": 0.0009145235707121364, "loss": 1.9761, "theoretical_loss": 4.155480394612462, "tokens_seen": 312279040 }, { "epoch": 0.09, "learning_rate": 0.0009145035105315948, "loss": 1.644, "theoretical_loss": 4.15537944852071, "tokens_seen": 312344576 }, { "epoch": 0.09, "learning_rate": 0.0009144834503510532, "loss": 1.8129, "theoretical_loss": 4.155278529536313, "tokens_seen": 312410112 }, { "epoch": 0.09, "learning_rate": 0.0009144633901705115, "loss": 1.6904, "theoretical_loss": 4.155177637646306, "tokens_seen": 312475648 }, { "epoch": 0.09, "learning_rate": 0.00091444332998997, "loss": 1.8086, "theoretical_loss": 4.1550767728377345, "tokens_seen": 312541184 }, { "epoch": 0.09, "learning_rate": 0.0009144232698094282, "loss": 1.619, "theoretical_loss": 4.154975935097655, "tokens_seen": 312606720 }, { "epoch": 0.09, "learning_rate": 0.0009144032096288867, "loss": 1.7375, "theoretical_loss": 4.154875124413128, "tokens_seen": 312672256 }, { "epoch": 0.09, "learning_rate": 0.0009143831494483451, "loss": 1.779, "theoretical_loss": 4.154774340771228, "tokens_seen": 312737792 }, { "epoch": 0.09, "learning_rate": 0.0009143630892678034, "loss": 1.6979, "theoretical_loss": 4.154673584159036, "tokens_seen": 312803328 }, { "epoch": 0.09, "learning_rate": 0.0009143430290872619, "loss": 1.8726, "theoretical_loss": 4.15457285456364, "tokens_seen": 312868864 }, { "epoch": 0.09, "learning_rate": 0.0009143229689067202, "loss": 1.7921, "theoretical_loss": 4.154472151972142, "tokens_seen": 312934400 }, { "epoch": 0.09, "learning_rate": 0.0009143029087261786, "loss": 1.8944, "theoretical_loss": 4.154371476371646, "tokens_seen": 312999936 }, { "epoch": 0.09, "learning_rate": 0.000914282848545637, "loss": 1.9317, "theoretical_loss": 4.154270827749271, "tokens_seen": 313065472 }, { "epoch": 0.09, "learning_rate": 0.0009142627883650953, "loss": 1.8379, "theoretical_loss": 4.154170206092143, "tokens_seen": 313131008 }, { "epoch": 0.09, "learning_rate": 0.0009142427281845537, "loss": 1.6154, "theoretical_loss": 4.154069611387394, "tokens_seen": 313196544 }, { "epoch": 0.09, "learning_rate": 0.0009142226680040121, "loss": 1.7201, "theoretical_loss": 4.153969043622169, "tokens_seen": 313262080 }, { "epoch": 0.09, "learning_rate": 0.0009142026078234704, "loss": 1.9128, "theoretical_loss": 4.153868502783618, "tokens_seen": 313327616 }, { "epoch": 0.09, "learning_rate": 0.0009141825476429289, "loss": 1.868, "theoretical_loss": 4.153767988858904, "tokens_seen": 313393152 }, { "epoch": 0.09, "learning_rate": 0.0009141624874623871, "loss": 1.7828, "theoretical_loss": 4.153667501835195, "tokens_seen": 313458688 }, { "epoch": 0.1, "learning_rate": 0.0009141424272818456, "loss": 1.7955, "theoretical_loss": 4.15356704169967, "tokens_seen": 313524224 }, { "epoch": 0.1, "learning_rate": 0.000914122367101304, "loss": 1.8222, "theoretical_loss": 4.1534666084395155, "tokens_seen": 313589760 }, { "epoch": 0.1, "learning_rate": 0.0009141023069207623, "loss": 1.7689, "theoretical_loss": 4.153366202041927, "tokens_seen": 313655296 }, { "epoch": 0.1, "learning_rate": 0.0009140822467402207, "loss": 1.7823, "theoretical_loss": 4.153265822494111, "tokens_seen": 313720832 }, { "epoch": 0.1, "learning_rate": 0.000914062186559679, "loss": 2.0244, "theoretical_loss": 4.153165469783279, "tokens_seen": 313786368 }, { "epoch": 0.1, "learning_rate": 0.0009140421263791374, "loss": 1.8247, "theoretical_loss": 4.153065143896655, "tokens_seen": 313851904 }, { "epoch": 0.1, "learning_rate": 0.0009140220661985959, "loss": 1.9073, "theoretical_loss": 4.152964844821469, "tokens_seen": 313917440 }, { "epoch": 0.1, "learning_rate": 0.0009140020060180541, "loss": 1.8277, "theoretical_loss": 4.15286457254496, "tokens_seen": 313982976 }, { "epoch": 0.1, "learning_rate": 0.0009139819458375126, "loss": 1.8345, "theoretical_loss": 4.152764327054376, "tokens_seen": 314048512 }, { "epoch": 0.1, "learning_rate": 0.000913961885656971, "loss": 1.7599, "theoretical_loss": 4.152664108336976, "tokens_seen": 314114048 }, { "epoch": 0.1, "learning_rate": 0.0009139418254764293, "loss": 1.8354, "theoretical_loss": 4.152563916380026, "tokens_seen": 314179584 }, { "epoch": 0.1, "learning_rate": 0.0009139217652958877, "loss": 1.818, "theoretical_loss": 4.152463751170799, "tokens_seen": 314245120 }, { "epoch": 0.1, "learning_rate": 0.000913901705115346, "loss": 1.778, "theoretical_loss": 4.152363612696579, "tokens_seen": 314310656 }, { "epoch": 0.1, "learning_rate": 0.0009138816449348044, "loss": 1.8639, "theoretical_loss": 4.152263500944658, "tokens_seen": 314376192 }, { "epoch": 0.1, "learning_rate": 0.0009138615847542629, "loss": 1.7843, "theoretical_loss": 4.152163415902336, "tokens_seen": 314441728 }, { "epoch": 0.1, "learning_rate": 0.0009138415245737211, "loss": 1.6987, "theoretical_loss": 4.152063357556923, "tokens_seen": 314507264 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49289390444755554, "objective/train/docs_used": 121169, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7357332706451416, "objective/train/original_loss": 1.735733151435852, "objective/train/theoretical_loss": 4.151963325895737, "objective/train/tokens_used": 335032800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24352145195007324, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505274534225464, "objective/train/weighted_lm_loss": 1.8233038187026978, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.151963325895737, "tokens_seen": 314572800 }, { "epoch": 0.1, "learning_rate": 0.0009138214643931796, "loss": 1.7403, "theoretical_loss": 4.151963325895737, "tokens_seen": 314572800 }, { "epoch": 0.1, "learning_rate": 0.0009138014042126379, "loss": 1.7728, "theoretical_loss": 4.151863320906105, "tokens_seen": 314638336 }, { "epoch": 0.1, "learning_rate": 0.0009137813440320963, "loss": 1.7417, "theoretical_loss": 4.151763342575362, "tokens_seen": 314703872 }, { "epoch": 0.1, "learning_rate": 0.0009137612838515547, "loss": 1.7573, "theoretical_loss": 4.151663390890851, "tokens_seen": 314769408 }, { "epoch": 0.1, "learning_rate": 0.0009137412236710131, "loss": 1.8931, "theoretical_loss": 4.151563465839927, "tokens_seen": 314834944 }, { "epoch": 0.1, "learning_rate": 0.0009137211634904714, "loss": 1.7439, "theoretical_loss": 4.151463567409949, "tokens_seen": 314900480 }, { "epoch": 0.1, "learning_rate": 0.0009137011033099299, "loss": 1.8137, "theoretical_loss": 4.151363695588287, "tokens_seen": 314966016 }, { "epoch": 0.1, "learning_rate": 0.0009136810431293881, "loss": 1.7893, "theoretical_loss": 4.151263850362321, "tokens_seen": 315031552 }, { "epoch": 0.1, "learning_rate": 0.0009136609829488466, "loss": 1.844, "theoretical_loss": 4.151164031719437, "tokens_seen": 315097088 }, { "epoch": 0.1, "learning_rate": 0.0009136409227683049, "loss": 1.8051, "theoretical_loss": 4.151064239647032, "tokens_seen": 315162624 }, { "epoch": 0.1, "learning_rate": 0.0009136208625877633, "loss": 1.7564, "theoretical_loss": 4.1509644741325085, "tokens_seen": 315228160 }, { "epoch": 0.1, "learning_rate": 0.0009136008024072217, "loss": 1.8875, "theoretical_loss": 4.150864735163281, "tokens_seen": 315293696 }, { "epoch": 0.1, "learning_rate": 0.0009135807422266801, "loss": 1.8228, "theoretical_loss": 4.15076502272677, "tokens_seen": 315359232 }, { "epoch": 0.1, "learning_rate": 0.0009135606820461384, "loss": 1.7781, "theoretical_loss": 4.150665336810405, "tokens_seen": 315424768 }, { "epoch": 0.1, "learning_rate": 0.0009135406218655968, "loss": 1.7661, "theoretical_loss": 4.150565677401627, "tokens_seen": 315490304 }, { "epoch": 0.1, "learning_rate": 0.0009135205616850552, "loss": 1.7718, "theoretical_loss": 4.15046604448788, "tokens_seen": 315555840 }, { "epoch": 0.1, "learning_rate": 0.0009135005015045136, "loss": 1.7745, "theoretical_loss": 4.150366438056622, "tokens_seen": 315621376 }, { "epoch": 0.1, "learning_rate": 0.0009134804413239719, "loss": 1.7982, "theoretical_loss": 4.150266858095317, "tokens_seen": 315686912 }, { "epoch": 0.1, "learning_rate": 0.0009134603811434303, "loss": 1.674, "theoretical_loss": 4.150167304591437, "tokens_seen": 315752448 }, { "epoch": 0.1, "learning_rate": 0.0009134403209628886, "loss": 1.7676, "theoretical_loss": 4.150067777532464, "tokens_seen": 315817984 }, { "epoch": 0.1, "learning_rate": 0.0009134202607823471, "loss": 1.7478, "theoretical_loss": 4.149968276905888, "tokens_seen": 315883520 }, { "epoch": 0.1, "learning_rate": 0.0009134002006018054, "loss": 1.797, "theoretical_loss": 4.149868802699206, "tokens_seen": 315949056 }, { "epoch": 0.1, "learning_rate": 0.0009133801404212638, "loss": 2.1356, "theoretical_loss": 4.149769354899927, "tokens_seen": 316014592 }, { "epoch": 0.1, "learning_rate": 0.0009133600802407222, "loss": 1.8429, "theoretical_loss": 4.149669933495565, "tokens_seen": 316080128 }, { "epoch": 0.1, "learning_rate": 0.0009133400200601806, "loss": 1.7527, "theoretical_loss": 4.149570538473644, "tokens_seen": 316145664 }, { "epoch": 0.1, "learning_rate": 0.0009133199598796389, "loss": 1.731, "theoretical_loss": 4.149471169821696, "tokens_seen": 316211200 }, { "epoch": 0.1, "learning_rate": 0.0009132998996990974, "loss": 1.7687, "theoretical_loss": 4.149371827527264, "tokens_seen": 316276736 }, { "epoch": 0.1, "learning_rate": 0.0009132798395185556, "loss": 1.6522, "theoretical_loss": 4.149272511577895, "tokens_seen": 316342272 }, { "epoch": 0.1, "learning_rate": 0.0009132597793380141, "loss": 1.7597, "theoretical_loss": 4.149173221961146, "tokens_seen": 316407808 }, { "epoch": 0.1, "learning_rate": 0.0009132397191574724, "loss": 1.6395, "theoretical_loss": 4.1490739586645855, "tokens_seen": 316473344 }, { "epoch": 0.1, "learning_rate": 0.0009132196589769308, "loss": 1.87, "theoretical_loss": 4.148974721675787, "tokens_seen": 316538880 }, { "epoch": 0.1, "learning_rate": 0.0009131995987963892, "loss": 1.7709, "theoretical_loss": 4.148875510982333, "tokens_seen": 316604416 }, { "epoch": 0.1, "learning_rate": 0.0009131795386158475, "loss": 1.8424, "theoretical_loss": 4.1487763265718165, "tokens_seen": 316669952 }, { "epoch": 0.1, "learning_rate": 0.0009131594784353059, "loss": 1.7587, "theoretical_loss": 4.148677168431836, "tokens_seen": 316735488 }, { "epoch": 0.1, "learning_rate": 0.0009131394182547644, "loss": 1.7732, "theoretical_loss": 4.148578036550001, "tokens_seen": 316801024 }, { "epoch": 0.1, "learning_rate": 0.0009131193580742226, "loss": 1.8576, "theoretical_loss": 4.148478930913927, "tokens_seen": 316866560 }, { "epoch": 0.1, "learning_rate": 0.0009130992978936811, "loss": 1.7591, "theoretical_loss": 4.148379851511241, "tokens_seen": 316932096 }, { "epoch": 0.1, "learning_rate": 0.0009130792377131393, "loss": 1.8007, "theoretical_loss": 4.148280798329575, "tokens_seen": 316997632 }, { "epoch": 0.1, "learning_rate": 0.0009130591775325978, "loss": 1.8282, "theoretical_loss": 4.148181771356571, "tokens_seen": 317063168 }, { "epoch": 0.1, "learning_rate": 0.0009130391173520562, "loss": 1.7429, "theoretical_loss": 4.14808277057988, "tokens_seen": 317128704 }, { "epoch": 0.1, "learning_rate": 0.0009130190571715145, "loss": 1.7629, "theoretical_loss": 4.147983795987161, "tokens_seen": 317194240 }, { "epoch": 0.1, "learning_rate": 0.0009129989969909729, "loss": 1.7354, "theoretical_loss": 4.147884847566079, "tokens_seen": 317259776 }, { "epoch": 0.1, "learning_rate": 0.0009129789368104314, "loss": 1.7621, "theoretical_loss": 4.147785925304311, "tokens_seen": 317325312 }, { "epoch": 0.1, "learning_rate": 0.0009129588766298896, "loss": 1.7322, "theoretical_loss": 4.147687029189541, "tokens_seen": 317390848 }, { "epoch": 0.1, "learning_rate": 0.0009129388164493481, "loss": 1.901, "theoretical_loss": 4.14758815920946, "tokens_seen": 317456384 }, { "epoch": 0.1, "learning_rate": 0.0009129187562688063, "loss": 1.7886, "theoretical_loss": 4.147489315351769, "tokens_seen": 317521920 }, { "epoch": 0.1, "learning_rate": 0.0009128986960882648, "loss": 1.6663, "theoretical_loss": 4.147390497604177, "tokens_seen": 317587456 }, { "epoch": 0.1, "learning_rate": 0.0009128786359077233, "loss": 1.7448, "theoretical_loss": 4.147291705954401, "tokens_seen": 317652992 }, { "epoch": 0.1, "learning_rate": 0.0009128585757271815, "loss": 1.717, "theoretical_loss": 4.147192940390165, "tokens_seen": 317718528 }, { "epoch": 0.1, "learning_rate": 0.00091283851554664, "loss": 1.947, "theoretical_loss": 4.147094200899205, "tokens_seen": 317784064 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49450305104255676, "objective/train/docs_used": 122440, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.54131281375885, "objective/train/original_loss": 1.5413126945495605, "objective/train/theoretical_loss": 4.146995487469262, "objective/train/tokens_used": 338309600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24474811553955078, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506945848464966, "objective/train/weighted_lm_loss": 1.619470477104187, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 4.146995487469262, "tokens_seen": 317849600 }, { "epoch": 0.1, "learning_rate": 0.0009128184553660983, "loss": 1.7732, "theoretical_loss": 4.146995487469262, "tokens_seen": 317849600 }, { "epoch": 0.1, "learning_rate": 0.0009127983951855567, "loss": 1.8489, "theoretical_loss": 4.146896800088085, "tokens_seen": 317915136 }, { "epoch": 0.1, "learning_rate": 0.0009127783350050151, "loss": 1.7643, "theoretical_loss": 4.146798138743433, "tokens_seen": 317980672 }, { "epoch": 0.1, "learning_rate": 0.0009127582748244735, "loss": 1.707, "theoretical_loss": 4.146699503423074, "tokens_seen": 318046208 }, { "epoch": 0.1, "learning_rate": 0.0009127382146439318, "loss": 1.6486, "theoretical_loss": 4.1466008941147825, "tokens_seen": 318111744 }, { "epoch": 0.1, "learning_rate": 0.0009127181544633903, "loss": 1.8341, "theoretical_loss": 4.146502310806342, "tokens_seen": 318177280 }, { "epoch": 0.1, "learning_rate": 0.0009126980942828485, "loss": 1.6462, "theoretical_loss": 4.146403753485544, "tokens_seen": 318242816 }, { "epoch": 0.1, "learning_rate": 0.000912678034102307, "loss": 1.7509, "theoretical_loss": 4.146305222140187, "tokens_seen": 318308352 }, { "epoch": 0.1, "learning_rate": 0.0009126579739217653, "loss": 1.7517, "theoretical_loss": 4.146206716758081, "tokens_seen": 318373888 }, { "epoch": 0.1, "learning_rate": 0.0009126379137412237, "loss": 1.7286, "theoretical_loss": 4.1461082373270415, "tokens_seen": 318439424 }, { "epoch": 0.1, "learning_rate": 0.0009126178535606821, "loss": 1.8237, "theoretical_loss": 4.146009783834892, "tokens_seen": 318504960 }, { "epoch": 0.1, "learning_rate": 0.0009125977933801405, "loss": 1.8733, "theoretical_loss": 4.145911356269468, "tokens_seen": 318570496 }, { "epoch": 0.1, "learning_rate": 0.0009125777331995988, "loss": 1.8255, "theoretical_loss": 4.1458129546186075, "tokens_seen": 318636032 }, { "epoch": 0.1, "learning_rate": 0.0009125576730190572, "loss": 1.7995, "theoretical_loss": 4.1457145788701615, "tokens_seen": 318701568 }, { "epoch": 0.1, "learning_rate": 0.0009125376128385156, "loss": 1.7193, "theoretical_loss": 4.145616229011987, "tokens_seen": 318767104 }, { "epoch": 0.1, "learning_rate": 0.000912517552657974, "loss": 1.828, "theoretical_loss": 4.145517905031948, "tokens_seen": 318832640 }, { "epoch": 0.1, "learning_rate": 0.0009124974924774323, "loss": 1.7877, "theoretical_loss": 4.145419606917921, "tokens_seen": 318898176 }, { "epoch": 0.1, "learning_rate": 0.0009124774322968907, "loss": 1.9088, "theoretical_loss": 4.145321334657785, "tokens_seen": 318963712 }, { "epoch": 0.1, "learning_rate": 0.000912457372116349, "loss": 1.7268, "theoretical_loss": 4.145223088239432, "tokens_seen": 319029248 }, { "epoch": 0.1, "learning_rate": 0.0009124373119358075, "loss": 1.801, "theoretical_loss": 4.145124867650759, "tokens_seen": 319094784 }, { "epoch": 0.1, "learning_rate": 0.0009124172517552658, "loss": 1.7628, "theoretical_loss": 4.145026672879674, "tokens_seen": 319160320 }, { "epoch": 0.1, "learning_rate": 0.0009123971915747242, "loss": 1.7966, "theoretical_loss": 4.14492850391409, "tokens_seen": 319225856 }, { "epoch": 0.1, "learning_rate": 0.0009123771313941826, "loss": 1.6315, "theoretical_loss": 4.14483036074193, "tokens_seen": 319291392 }, { "epoch": 0.1, "learning_rate": 0.000912357071213641, "loss": 1.7785, "theoretical_loss": 4.144732243351125, "tokens_seen": 319356928 }, { "epoch": 0.1, "learning_rate": 0.0009123370110330993, "loss": 1.8006, "theoretical_loss": 4.144634151729615, "tokens_seen": 319422464 }, { "epoch": 0.1, "learning_rate": 0.0009123169508525578, "loss": 1.7751, "theoretical_loss": 4.144536085865344, "tokens_seen": 319488000 }, { "epoch": 0.1, "learning_rate": 0.000912296890672016, "loss": 1.9455, "theoretical_loss": 4.14443804574627, "tokens_seen": 319553536 }, { "epoch": 0.1, "learning_rate": 0.0009122768304914745, "loss": 1.7975, "theoretical_loss": 4.144340031360354, "tokens_seen": 319619072 }, { "epoch": 0.1, "learning_rate": 0.0009122567703109328, "loss": 1.8911, "theoretical_loss": 4.14424204269557, "tokens_seen": 319684608 }, { "epoch": 0.1, "learning_rate": 0.0009122367101303912, "loss": 1.6413, "theoretical_loss": 4.1441440797398945, "tokens_seen": 319750144 }, { "epoch": 0.1, "learning_rate": 0.0009122166499498496, "loss": 1.6841, "theoretical_loss": 4.144046142481317, "tokens_seen": 319815680 }, { "epoch": 0.1, "learning_rate": 0.0009121965897693079, "loss": 1.9622, "theoretical_loss": 4.143948230907832, "tokens_seen": 319881216 }, { "epoch": 0.1, "learning_rate": 0.0009121765295887663, "loss": 1.7783, "theoretical_loss": 4.1438503450074435, "tokens_seen": 319946752 }, { "epoch": 0.1, "learning_rate": 0.0009121564694082248, "loss": 1.7984, "theoretical_loss": 4.1437524847681635, "tokens_seen": 320012288 }, { "epoch": 0.1, "learning_rate": 0.000912136409227683, "loss": 1.7974, "theoretical_loss": 4.143654650178012, "tokens_seen": 320077824 }, { "epoch": 0.1, "learning_rate": 0.0009121163490471415, "loss": 1.8931, "theoretical_loss": 4.143556841225015, "tokens_seen": 320143360 }, { "epoch": 0.1, "learning_rate": 0.0009120962888665997, "loss": 1.8957, "theoretical_loss": 4.14345905789721, "tokens_seen": 320208896 }, { "epoch": 0.1, "learning_rate": 0.0009120762286860582, "loss": 1.9032, "theoretical_loss": 4.14336130018264, "tokens_seen": 320274432 }, { "epoch": 0.1, "learning_rate": 0.0009120561685055166, "loss": 1.6911, "theoretical_loss": 4.143263568069358, "tokens_seen": 320339968 }, { "epoch": 0.1, "learning_rate": 0.0009120361083249749, "loss": 1.7567, "theoretical_loss": 4.143165861545421, "tokens_seen": 320405504 }, { "epoch": 0.1, "learning_rate": 0.0009120160481444333, "loss": 1.6795, "theoretical_loss": 4.143068180598902, "tokens_seen": 320471040 }, { "epoch": 0.1, "learning_rate": 0.0009119959879638918, "loss": 1.7473, "theoretical_loss": 4.142970525217872, "tokens_seen": 320536576 }, { "epoch": 0.1, "learning_rate": 0.00091197592778335, "loss": 1.8411, "theoretical_loss": 4.142872895390417, "tokens_seen": 320602112 }, { "epoch": 0.1, "learning_rate": 0.0009119558676028085, "loss": 1.8678, "theoretical_loss": 4.142775291104629, "tokens_seen": 320667648 }, { "epoch": 0.1, "learning_rate": 0.0009119358074222667, "loss": 1.7909, "theoretical_loss": 4.142677712348608, "tokens_seen": 320733184 }, { "epoch": 0.1, "learning_rate": 0.0009119157472417252, "loss": 1.748, "theoretical_loss": 4.14258015911046, "tokens_seen": 320798720 }, { "epoch": 0.1, "learning_rate": 0.0009118956870611836, "loss": 1.7048, "theoretical_loss": 4.142482631378303, "tokens_seen": 320864256 }, { "epoch": 0.1, "learning_rate": 0.0009118756268806419, "loss": 1.7556, "theoretical_loss": 4.142385129140259, "tokens_seen": 320929792 }, { "epoch": 0.1, "learning_rate": 0.0009118555667001003, "loss": 1.6847, "theoretical_loss": 4.142287652384462, "tokens_seen": 320995328 }, { "epoch": 0.1, "learning_rate": 0.0009118355065195587, "loss": 1.6888, "theoretical_loss": 4.142190201099049, "tokens_seen": 321060864 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.48887574672698975, "objective/train/docs_used": 123582, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6981501579284668, "objective/train/original_loss": 1.6981501579284668, "objective/train/theoretical_loss": 4.142092775272169, "objective/train/tokens_used": 341586400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23958638310432434, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050105333328247, "objective/train/weighted_lm_loss": 1.7833449840545654, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.142092775272169, "tokens_seen": 321126400 }, { "epoch": 0.1, "learning_rate": 0.000911815446339017, "loss": 1.7979, "theoretical_loss": 4.142092775272169, "tokens_seen": 321126400 }, { "epoch": 0.1, "learning_rate": 0.0009117953861584755, "loss": 1.783, "theoretical_loss": 4.141995374891978, "tokens_seen": 321191936 }, { "epoch": 0.1, "learning_rate": 0.0009117753259779338, "loss": 1.5579, "theoretical_loss": 4.1418979999466385, "tokens_seen": 321257472 }, { "epoch": 0.1, "learning_rate": 0.0009117552657973922, "loss": 1.656, "theoretical_loss": 4.141800650424322, "tokens_seen": 321323008 }, { "epoch": 0.1, "learning_rate": 0.0009117352056168505, "loss": 1.7395, "theoretical_loss": 4.141703326313209, "tokens_seen": 321388544 }, { "epoch": 0.1, "learning_rate": 0.000911715145436309, "loss": 1.8497, "theoretical_loss": 4.141606027601485, "tokens_seen": 321454080 }, { "epoch": 0.1, "learning_rate": 0.0009116950852557673, "loss": 1.7712, "theoretical_loss": 4.141508754277346, "tokens_seen": 321519616 }, { "epoch": 0.1, "learning_rate": 0.0009116750250752257, "loss": 1.6483, "theoretical_loss": 4.141411506328995, "tokens_seen": 321585152 }, { "epoch": 0.1, "learning_rate": 0.000911654964894684, "loss": 1.8046, "theoretical_loss": 4.141314283744643, "tokens_seen": 321650688 }, { "epoch": 0.1, "learning_rate": 0.0009116349047141425, "loss": 1.8253, "theoretical_loss": 4.141217086512508, "tokens_seen": 321716224 }, { "epoch": 0.1, "learning_rate": 0.0009116148445336008, "loss": 1.8028, "theoretical_loss": 4.141119914620817, "tokens_seen": 321781760 }, { "epoch": 0.1, "learning_rate": 0.0009115947843530592, "loss": 1.7437, "theoretical_loss": 4.141022768057805, "tokens_seen": 321847296 }, { "epoch": 0.1, "learning_rate": 0.0009115747241725175, "loss": 1.6649, "theoretical_loss": 4.140925646811714, "tokens_seen": 321912832 }, { "epoch": 0.1, "learning_rate": 0.000911554663991976, "loss": 1.7697, "theoretical_loss": 4.140828550870793, "tokens_seen": 321978368 }, { "epoch": 0.1, "learning_rate": 0.0009115346038114343, "loss": 1.9109, "theoretical_loss": 4.140731480223303, "tokens_seen": 322043904 }, { "epoch": 0.1, "learning_rate": 0.0009115145436308927, "loss": 1.7703, "theoretical_loss": 4.140634434857506, "tokens_seen": 322109440 }, { "epoch": 0.1, "learning_rate": 0.000911494483450351, "loss": 1.7073, "theoretical_loss": 4.1405374147616785, "tokens_seen": 322174976 }, { "epoch": 0.1, "learning_rate": 0.0009114744232698094, "loss": 1.7863, "theoretical_loss": 4.140440419924101, "tokens_seen": 322240512 }, { "epoch": 0.1, "learning_rate": 0.0009114543630892678, "loss": 1.8862, "theoretical_loss": 4.140343450333064, "tokens_seen": 322306048 }, { "epoch": 0.1, "learning_rate": 0.0009114343029087262, "loss": 1.5811, "theoretical_loss": 4.1402465059768625, "tokens_seen": 322371584 }, { "epoch": 0.1, "learning_rate": 0.0009114142427281845, "loss": 1.7835, "theoretical_loss": 4.140149586843803, "tokens_seen": 322437120 }, { "epoch": 0.1, "learning_rate": 0.000911394182547643, "loss": 1.7408, "theoretical_loss": 4.140052692922199, "tokens_seen": 322502656 }, { "epoch": 0.1, "learning_rate": 0.0009113741223671014, "loss": 1.8122, "theoretical_loss": 4.139955824200369, "tokens_seen": 322568192 }, { "epoch": 0.1, "learning_rate": 0.0009113540621865597, "loss": 1.8127, "theoretical_loss": 4.1398589806666415, "tokens_seen": 322633728 }, { "epoch": 0.1, "learning_rate": 0.0009113340020060182, "loss": 1.7441, "theoretical_loss": 4.139762162309355, "tokens_seen": 322699264 }, { "epoch": 0.1, "learning_rate": 0.0009113139418254764, "loss": 1.8992, "theoretical_loss": 4.13966536911685, "tokens_seen": 322764800 }, { "epoch": 0.1, "learning_rate": 0.0009112938816449349, "loss": 1.7507, "theoretical_loss": 4.139568601077481, "tokens_seen": 322830336 }, { "epoch": 0.1, "learning_rate": 0.0009112738214643932, "loss": 1.7393, "theoretical_loss": 4.139471858179606, "tokens_seen": 322895872 }, { "epoch": 0.1, "learning_rate": 0.0009112537612838516, "loss": 1.6676, "theoretical_loss": 4.139375140411592, "tokens_seen": 322961408 }, { "epoch": 0.1, "learning_rate": 0.00091123370110331, "loss": 1.7302, "theoretical_loss": 4.139278447761814, "tokens_seen": 323026944 }, { "epoch": 0.1, "learning_rate": 0.0009112136409227683, "loss": 1.6805, "theoretical_loss": 4.139181780218656, "tokens_seen": 323092480 }, { "epoch": 0.1, "learning_rate": 0.0009111935807422267, "loss": 1.6964, "theoretical_loss": 4.139085137770507, "tokens_seen": 323158016 }, { "epoch": 0.1, "learning_rate": 0.0009111735205616852, "loss": 1.7933, "theoretical_loss": 4.138988520405764, "tokens_seen": 323223552 }, { "epoch": 0.1, "learning_rate": 0.0009111534603811434, "loss": 1.6671, "theoretical_loss": 4.138891928112835, "tokens_seen": 323289088 }, { "epoch": 0.1, "learning_rate": 0.0009111334002006019, "loss": 1.8928, "theoretical_loss": 4.138795360880132, "tokens_seen": 323354624 }, { "epoch": 0.1, "learning_rate": 0.0009111133400200601, "loss": 1.6507, "theoretical_loss": 4.138698818696076, "tokens_seen": 323420160 }, { "epoch": 0.1, "learning_rate": 0.0009110932798395186, "loss": 1.7278, "theoretical_loss": 4.138602301549097, "tokens_seen": 323485696 }, { "epoch": 0.1, "learning_rate": 0.000911073219658977, "loss": 1.7415, "theoretical_loss": 4.138505809427632, "tokens_seen": 323551232 }, { "epoch": 0.1, "learning_rate": 0.0009110531594784353, "loss": 1.8598, "theoretical_loss": 4.138409342320124, "tokens_seen": 323616768 }, { "epoch": 0.1, "learning_rate": 0.0009110330992978937, "loss": 1.5982, "theoretical_loss": 4.138312900215024, "tokens_seen": 323682304 }, { "epoch": 0.1, "learning_rate": 0.0009110130391173522, "loss": 1.7677, "theoretical_loss": 4.138216483100795, "tokens_seen": 323747840 }, { "epoch": 0.1, "learning_rate": 0.0009109929789368104, "loss": 1.6368, "theoretical_loss": 4.1381200909659, "tokens_seen": 323813376 }, { "epoch": 0.1, "learning_rate": 0.0009109729187562689, "loss": 1.7068, "theoretical_loss": 4.138023723798817, "tokens_seen": 323878912 }, { "epoch": 0.1, "learning_rate": 0.0009109528585757271, "loss": 1.7321, "theoretical_loss": 4.137927381588026, "tokens_seen": 323944448 }, { "epoch": 0.1, "learning_rate": 0.0009109327983951856, "loss": 1.7413, "theoretical_loss": 4.137831064322021, "tokens_seen": 324009984 }, { "epoch": 0.1, "learning_rate": 0.000910912738214644, "loss": 1.8037, "theoretical_loss": 4.1377347719892965, "tokens_seen": 324075520 }, { "epoch": 0.1, "learning_rate": 0.0009108926780341023, "loss": 1.6356, "theoretical_loss": 4.137638504578359, "tokens_seen": 324141056 }, { "epoch": 0.1, "learning_rate": 0.0009108726178535607, "loss": 1.7395, "theoretical_loss": 4.137542262077721, "tokens_seen": 324206592 }, { "epoch": 0.1, "learning_rate": 0.0009108525576730191, "loss": 1.6488, "theoretical_loss": 4.1374460444759045, "tokens_seen": 324272128 }, { "epoch": 0.1, "learning_rate": 0.0009108324974924774, "loss": 1.7526, "theoretical_loss": 4.137349851761437, "tokens_seen": 324337664 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49557074904441833, "objective/train/docs_used": 124782, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.604373812675476, "objective/train/original_loss": 1.6043736934661865, "objective/train/theoretical_loss": 4.137253683922854, "objective/train/tokens_used": 344863200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2460704892873764, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508081912994385, "objective/train/weighted_lm_loss": 1.6858175992965698, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 4.137253683922854, "tokens_seen": 324403200 }, { "epoch": 0.1, "learning_rate": 0.0009108124373119359, "loss": 1.7217, "theoretical_loss": 4.137253683922854, "tokens_seen": 324403200 }, { "epoch": 0.1, "learning_rate": 0.0009107923771313942, "loss": 1.7176, "theoretical_loss": 4.137157540948699, "tokens_seen": 324468736 }, { "epoch": 0.1, "learning_rate": 0.0009107723169508526, "loss": 1.7777, "theoretical_loss": 4.137061422827525, "tokens_seen": 324534272 }, { "epoch": 0.1, "learning_rate": 0.0009107522567703109, "loss": 1.817, "theoretical_loss": 4.136965329547888, "tokens_seen": 324599808 }, { "epoch": 0.1, "learning_rate": 0.0009107321965897693, "loss": 1.6928, "theoretical_loss": 4.136869261098356, "tokens_seen": 324665344 }, { "epoch": 0.1, "learning_rate": 0.0009107121364092277, "loss": 1.7311, "theoretical_loss": 4.136773217467502, "tokens_seen": 324730880 }, { "epoch": 0.1, "learning_rate": 0.0009106920762286861, "loss": 1.863, "theoretical_loss": 4.136677198643908, "tokens_seen": 324796416 }, { "epoch": 0.1, "learning_rate": 0.0009106720160481444, "loss": 1.7369, "theoretical_loss": 4.136581204616162, "tokens_seen": 324861952 }, { "epoch": 0.1, "learning_rate": 0.0009106519558676029, "loss": 1.7076, "theoretical_loss": 4.136485235372861, "tokens_seen": 324927488 }, { "epoch": 0.1, "learning_rate": 0.0009106318956870612, "loss": 1.7839, "theoretical_loss": 4.13638929090261, "tokens_seen": 324993024 }, { "epoch": 0.1, "learning_rate": 0.0009106118355065196, "loss": 1.6871, "theoretical_loss": 4.13629337119402, "tokens_seen": 325058560 }, { "epoch": 0.1, "learning_rate": 0.0009105917753259779, "loss": 1.6558, "theoretical_loss": 4.136197476235708, "tokens_seen": 325124096 }, { "epoch": 0.1, "learning_rate": 0.0009105717151454364, "loss": 1.8245, "theoretical_loss": 4.136101606016304, "tokens_seen": 325189632 }, { "epoch": 0.1, "learning_rate": 0.0009105516549648947, "loss": 1.7017, "theoretical_loss": 4.136005760524439, "tokens_seen": 325255168 }, { "epoch": 0.1, "learning_rate": 0.0009105315947843531, "loss": 1.7789, "theoretical_loss": 4.135909939748757, "tokens_seen": 325320704 }, { "epoch": 0.1, "learning_rate": 0.0009105115346038114, "loss": 1.7688, "theoretical_loss": 4.135814143677906, "tokens_seen": 325386240 }, { "epoch": 0.1, "learning_rate": 0.0009104914744232698, "loss": 1.7062, "theoretical_loss": 4.135718372300543, "tokens_seen": 325451776 }, { "epoch": 0.1, "learning_rate": 0.0009104714142427282, "loss": 1.7736, "theoretical_loss": 4.135622625605333, "tokens_seen": 325517312 }, { "epoch": 0.1, "learning_rate": 0.0009104513540621866, "loss": 1.698, "theoretical_loss": 4.135526903580946, "tokens_seen": 325582848 }, { "epoch": 0.1, "learning_rate": 0.0009104312938816449, "loss": 1.8322, "theoretical_loss": 4.135431206216061, "tokens_seen": 325648384 }, { "epoch": 0.1, "learning_rate": 0.0009104112337011034, "loss": 1.7194, "theoretical_loss": 4.135335533499366, "tokens_seen": 325713920 }, { "epoch": 0.1, "learning_rate": 0.0009103911735205616, "loss": 1.7395, "theoretical_loss": 4.135239885419554, "tokens_seen": 325779456 }, { "epoch": 0.1, "learning_rate": 0.0009103711133400201, "loss": 1.7968, "theoretical_loss": 4.135144261965327, "tokens_seen": 325844992 }, { "epoch": 0.1, "learning_rate": 0.0009103510531594784, "loss": 1.666, "theoretical_loss": 4.135048663125394, "tokens_seen": 325910528 }, { "epoch": 0.1, "learning_rate": 0.0009103309929789368, "loss": 1.8125, "theoretical_loss": 4.134953088888471, "tokens_seen": 325976064 }, { "epoch": 0.1, "learning_rate": 0.0009103109327983952, "loss": 1.8514, "theoretical_loss": 4.134857539243283, "tokens_seen": 326041600 }, { "epoch": 0.1, "learning_rate": 0.0009102908726178536, "loss": 1.6628, "theoretical_loss": 4.134762014178559, "tokens_seen": 326107136 }, { "epoch": 0.1, "learning_rate": 0.0009102708124373119, "loss": 1.8064, "theoretical_loss": 4.13466651368304, "tokens_seen": 326172672 }, { "epoch": 0.1, "learning_rate": 0.0009102507522567704, "loss": 1.748, "theoretical_loss": 4.134571037745471, "tokens_seen": 326238208 }, { "epoch": 0.1, "learning_rate": 0.0009102306920762286, "loss": 1.6509, "theoretical_loss": 4.134475586354606, "tokens_seen": 326303744 }, { "epoch": 0.1, "learning_rate": 0.0009102106318956871, "loss": 1.7845, "theoretical_loss": 4.134380159499204, "tokens_seen": 326369280 }, { "epoch": 0.1, "learning_rate": 0.0009101905717151455, "loss": 1.783, "theoretical_loss": 4.134284757168037, "tokens_seen": 326434816 }, { "epoch": 0.1, "learning_rate": 0.0009101705115346038, "loss": 1.6616, "theoretical_loss": 4.134189379349877, "tokens_seen": 326500352 }, { "epoch": 0.1, "learning_rate": 0.0009101504513540622, "loss": 1.7684, "theoretical_loss": 4.13409402603351, "tokens_seen": 326565888 }, { "epoch": 0.1, "learning_rate": 0.0009101303911735205, "loss": 1.8304, "theoretical_loss": 4.1339986972077245, "tokens_seen": 326631424 }, { "epoch": 0.1, "learning_rate": 0.0009101103309929789, "loss": 1.6475, "theoretical_loss": 4.13390339286132, "tokens_seen": 326696960 }, { "epoch": 0.1, "learning_rate": 0.0009100902708124374, "loss": 1.7013, "theoretical_loss": 4.1338081129831, "tokens_seen": 326762496 }, { "epoch": 0.1, "learning_rate": 0.0009100702106318956, "loss": 1.7019, "theoretical_loss": 4.1337128575618785, "tokens_seen": 326828032 }, { "epoch": 0.1, "learning_rate": 0.0009100501504513541, "loss": 1.6178, "theoretical_loss": 4.133617626586475, "tokens_seen": 326893568 }, { "epoch": 0.1, "learning_rate": 0.0009100300902708125, "loss": 1.6345, "theoretical_loss": 4.1335224200457175, "tokens_seen": 326959104 }, { "epoch": 0.1, "learning_rate": 0.0009100100300902708, "loss": 1.7228, "theoretical_loss": 4.133427237928439, "tokens_seen": 327024640 }, { "epoch": 0.1, "learning_rate": 0.0009099899699097292, "loss": 1.7379, "theoretical_loss": 4.133332080223483, "tokens_seen": 327090176 }, { "epoch": 0.1, "learning_rate": 0.0009099699097291875, "loss": 1.8473, "theoretical_loss": 4.133236946919698, "tokens_seen": 327155712 }, { "epoch": 0.1, "learning_rate": 0.0009099498495486459, "loss": 2.0025, "theoretical_loss": 4.133141838005942, "tokens_seen": 327221248 }, { "epoch": 0.1, "learning_rate": 0.0009099297893681044, "loss": 1.7865, "theoretical_loss": 4.133046753471077, "tokens_seen": 327286784 }, { "epoch": 0.1, "learning_rate": 0.0009099097291875627, "loss": 1.7868, "theoretical_loss": 4.132951693303976, "tokens_seen": 327352320 }, { "epoch": 0.1, "learning_rate": 0.0009098896690070211, "loss": 1.7852, "theoretical_loss": 4.132856657493516, "tokens_seen": 327417856 }, { "epoch": 0.1, "learning_rate": 0.0009098696088264795, "loss": 1.8734, "theoretical_loss": 4.132761646028585, "tokens_seen": 327483392 }, { "epoch": 0.1, "learning_rate": 0.0009098495486459378, "loss": 1.7436, "theoretical_loss": 4.132666658898074, "tokens_seen": 327548928 }, { "epoch": 0.1, "learning_rate": 0.0009098294884653963, "loss": 1.7704, "theoretical_loss": 4.132571696090885, "tokens_seen": 327614464 }, { "debugging/Compilability": 1.0, "debugging/distinct-1-grams": 0.7246169962973871, "debugging/entropy-1-grams": 5.13190351820591, "debugging/length": 472.8, "debugging/num_segments": 10, "debugging/raw_token_scores_avg": 0.008663635700941086, "debugging/raw_token_scores_std": 0.023182114586234093, "debugging/score": 0.0033104506818385365, "debugging/score_std": 0.0017105448100298692, "epoch": 0.1, "objective/train/advantage_avg": 0.4913388192653656, "objective/train/docs_used": 126013, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.739636778831482, "objective/train/original_loss": 1.7396366596221924, "objective/train/theoretical_loss": 4.132476757595925, "objective/train/tokens_used": 348140000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24195149540901184, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503638982772827, "objective/train/weighted_lm_loss": 1.8274545669555664, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.132476757595925, "tokens_seen": 327680000 }, { "epoch": 0.1, "learning_rate": 0.0009098094282848546, "loss": 1.8537, "theoretical_loss": 4.132476757595925, "tokens_seen": 327680000 }, { "epoch": 0.1, "learning_rate": 0.000909789368104313, "loss": 1.7564, "theoretical_loss": 4.13238184340211, "tokens_seen": 327745536 }, { "epoch": 0.1, "learning_rate": 0.0009097693079237713, "loss": 1.8456, "theoretical_loss": 4.13228695349836, "tokens_seen": 327811072 }, { "epoch": 0.1, "learning_rate": 0.0009097492477432297, "loss": 1.836, "theoretical_loss": 4.132192087873608, "tokens_seen": 327876608 }, { "epoch": 0.1, "learning_rate": 0.0009097291875626881, "loss": 1.7369, "theoretical_loss": 4.132097246516788, "tokens_seen": 327942144 }, { "epoch": 0.1, "learning_rate": 0.0009097091273821465, "loss": 1.8652, "theoretical_loss": 4.132002429416845, "tokens_seen": 328007680 }, { "epoch": 0.1, "learning_rate": 0.0009096890672016048, "loss": 1.7203, "theoretical_loss": 4.131907636562731, "tokens_seen": 328073216 }, { "epoch": 0.1, "learning_rate": 0.0009096690070210633, "loss": 1.8587, "theoretical_loss": 4.131812867943403, "tokens_seen": 328138752 }, { "epoch": 0.1, "learning_rate": 0.0009096489468405216, "loss": 1.7171, "theoretical_loss": 4.131718123547829, "tokens_seen": 328204288 }, { "epoch": 0.1, "learning_rate": 0.00090962888665998, "loss": 1.6613, "theoretical_loss": 4.131623403364981, "tokens_seen": 328269824 }, { "epoch": 0.1, "learning_rate": 0.0009096088264794383, "loss": 1.9833, "theoretical_loss": 4.131528707383838, "tokens_seen": 328335360 }, { "epoch": 0.1, "learning_rate": 0.0009095887662988968, "loss": 1.7528, "theoretical_loss": 4.131434035593388, "tokens_seen": 328400896 }, { "epoch": 0.1, "learning_rate": 0.0009095687061183551, "loss": 1.6557, "theoretical_loss": 4.131339387982628, "tokens_seen": 328466432 }, { "epoch": 0.1, "learning_rate": 0.0009095486459378135, "loss": 1.6133, "theoretical_loss": 4.131244764540557, "tokens_seen": 328531968 }, { "epoch": 0.1, "learning_rate": 0.0009095285857572718, "loss": 1.7815, "theoretical_loss": 4.1311501652561855, "tokens_seen": 328597504 }, { "epoch": 0.1, "learning_rate": 0.0009095085255767302, "loss": 1.909, "theoretical_loss": 4.131055590118528, "tokens_seen": 328663040 }, { "epoch": 0.1, "learning_rate": 0.0009094884653961886, "loss": 1.6056, "theoretical_loss": 4.1309610391166105, "tokens_seen": 328728576 }, { "epoch": 0.1, "learning_rate": 0.000909468405215647, "loss": 1.7617, "theoretical_loss": 4.1308665122394626, "tokens_seen": 328794112 }, { "epoch": 0.1, "learning_rate": 0.0009094483450351053, "loss": 1.6625, "theoretical_loss": 4.1307720094761216, "tokens_seen": 328859648 }, { "epoch": 0.1, "learning_rate": 0.0009094282848545638, "loss": 1.6576, "theoretical_loss": 4.130677530815632, "tokens_seen": 328925184 }, { "epoch": 0.1, "learning_rate": 0.000909408224674022, "loss": 1.7591, "theoretical_loss": 4.1305830762470475, "tokens_seen": 328990720 }, { "epoch": 0.1, "learning_rate": 0.0009093881644934805, "loss": 1.8302, "theoretical_loss": 4.130488645759426, "tokens_seen": 329056256 }, { "epoch": 0.1, "learning_rate": 0.0009093681043129388, "loss": 1.7202, "theoretical_loss": 4.130394239341835, "tokens_seen": 329121792 }, { "epoch": 0.1, "learning_rate": 0.0009093480441323972, "loss": 1.7775, "theoretical_loss": 4.1302998569833465, "tokens_seen": 329187328 }, { "epoch": 0.1, "learning_rate": 0.0009093279839518556, "loss": 1.7116, "theoretical_loss": 4.1302054986730425, "tokens_seen": 329252864 }, { "epoch": 0.1, "learning_rate": 0.000909307923771314, "loss": 1.7708, "theoretical_loss": 4.130111164400011, "tokens_seen": 329318400 }, { "epoch": 0.1, "learning_rate": 0.0009092878635907723, "loss": 1.7346, "theoretical_loss": 4.130016854153346, "tokens_seen": 329383936 }, { "epoch": 0.1, "learning_rate": 0.0009092678034102308, "loss": 1.7316, "theoretical_loss": 4.129922567922149, "tokens_seen": 329449472 }, { "epoch": 0.1, "learning_rate": 0.000909247743229689, "loss": 1.7205, "theoretical_loss": 4.129828305695531, "tokens_seen": 329515008 }, { "epoch": 0.1, "learning_rate": 0.0009092276830491475, "loss": 1.688, "theoretical_loss": 4.129734067462607, "tokens_seen": 329580544 }, { "epoch": 0.1, "learning_rate": 0.0009092076228686059, "loss": 1.7054, "theoretical_loss": 4.129639853212501, "tokens_seen": 329646080 }, { "epoch": 0.1, "learning_rate": 0.0009091875626880642, "loss": 1.8751, "theoretical_loss": 4.129545662934341, "tokens_seen": 329711616 }, { "epoch": 0.1, "learning_rate": 0.0009091675025075226, "loss": 1.7017, "theoretical_loss": 4.129451496617269, "tokens_seen": 329777152 }, { "epoch": 0.1, "learning_rate": 0.0009091474423269809, "loss": 1.7523, "theoretical_loss": 4.129357354250426, "tokens_seen": 329842688 }, { "epoch": 0.1, "learning_rate": 0.0009091273821464393, "loss": 1.7279, "theoretical_loss": 4.1292632358229655, "tokens_seen": 329908224 }, { "epoch": 0.1, "learning_rate": 0.0009091073219658978, "loss": 1.7621, "theoretical_loss": 4.129169141324045, "tokens_seen": 329973760 }, { "epoch": 0.1, "learning_rate": 0.000909087261785356, "loss": 1.8877, "theoretical_loss": 4.129075070742831, "tokens_seen": 330039296 }, { "epoch": 0.1, "learning_rate": 0.0009090672016048145, "loss": 1.7733, "theoretical_loss": 4.128981024068497, "tokens_seen": 330104832 }, { "epoch": 0.1, "learning_rate": 0.0009090471414242729, "loss": 1.7082, "theoretical_loss": 4.128887001290222, "tokens_seen": 330170368 }, { "epoch": 0.1, "learning_rate": 0.0009090270812437312, "loss": 1.761, "theoretical_loss": 4.1287930023971935, "tokens_seen": 330235904 }, { "epoch": 0.1, "learning_rate": 0.0009090070210631896, "loss": 1.83, "theoretical_loss": 4.128699027378604, "tokens_seen": 330301440 }, { "epoch": 0.1, "learning_rate": 0.0009089869608826479, "loss": 1.8233, "theoretical_loss": 4.128605076223657, "tokens_seen": 330366976 }, { "epoch": 0.1, "learning_rate": 0.0009089669007021063, "loss": 1.6636, "theoretical_loss": 4.128511148921558, "tokens_seen": 330432512 }, { "epoch": 0.1, "learning_rate": 0.0009089468405215648, "loss": 1.7057, "theoretical_loss": 4.128417245461525, "tokens_seen": 330498048 }, { "epoch": 0.1, "learning_rate": 0.000908926780341023, "loss": 1.8225, "theoretical_loss": 4.128323365832777, "tokens_seen": 330563584 }, { "epoch": 0.1, "learning_rate": 0.0009089067201604815, "loss": 1.8282, "theoretical_loss": 4.1282295100245445, "tokens_seen": 330629120 }, { "epoch": 0.1, "learning_rate": 0.0009088866599799398, "loss": 1.8193, "theoretical_loss": 4.128135678026064, "tokens_seen": 330694656 }, { "epoch": 0.1, "learning_rate": 0.0009088665997993982, "loss": 1.7495, "theoretical_loss": 4.128041869826578, "tokens_seen": 330760192 }, { "epoch": 0.1, "learning_rate": 0.0009088465396188566, "loss": 1.7241, "theoretical_loss": 4.127948085415338, "tokens_seen": 330825728 }, { "epoch": 0.1, "learning_rate": 0.000908826479438315, "loss": 1.8882, "theoretical_loss": 4.127854324781599, "tokens_seen": 330891264 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.4939263164997101, "objective/train/docs_used": 127130, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7381356954574585, "objective/train/original_loss": 1.738135576248169, "objective/train/theoretical_loss": 4.127760587914626, "objective/train/tokens_used": 351416800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24445585906505585, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506354570388794, "objective/train/weighted_lm_loss": 1.8260606527328491, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.127760587914626, "tokens_seen": 330956800 }, { "epoch": 0.1, "learning_rate": 0.0009088064192577733, "loss": 1.8542, "theoretical_loss": 4.127760587914626, "tokens_seen": 330956800 }, { "epoch": 0.1, "learning_rate": 0.0009087863590772317, "loss": 1.715, "theoretical_loss": 4.12766687480369, "tokens_seen": 331022336 }, { "epoch": 0.1, "learning_rate": 0.00090876629889669, "loss": 1.6645, "theoretical_loss": 4.127573185438068, "tokens_seen": 331087872 }, { "epoch": 0.1, "learning_rate": 0.0009087462387161485, "loss": 1.9245, "theoretical_loss": 4.127479519807047, "tokens_seen": 331153408 }, { "epoch": 0.1, "learning_rate": 0.0009087261785356068, "loss": 1.8333, "theoretical_loss": 4.1273858778999175, "tokens_seen": 331218944 }, { "epoch": 0.1, "learning_rate": 0.0009087061183550652, "loss": 1.7053, "theoretical_loss": 4.127292259705978, "tokens_seen": 331284480 }, { "epoch": 0.1, "learning_rate": 0.0009086860581745236, "loss": 1.8399, "theoretical_loss": 4.127198665214536, "tokens_seen": 331350016 }, { "epoch": 0.1, "learning_rate": 0.000908665997993982, "loss": 1.7369, "theoretical_loss": 4.127105094414903, "tokens_seen": 331415552 }, { "epoch": 0.1, "learning_rate": 0.0009086459378134403, "loss": 1.7215, "theoretical_loss": 4.127011547296398, "tokens_seen": 331481088 }, { "epoch": 0.1, "learning_rate": 0.0009086258776328987, "loss": 1.6885, "theoretical_loss": 4.126918023848349, "tokens_seen": 331546624 }, { "epoch": 0.1, "learning_rate": 0.000908605817452357, "loss": 1.6354, "theoretical_loss": 4.126824524060088, "tokens_seen": 331612160 }, { "epoch": 0.1, "learning_rate": 0.0009085857572718155, "loss": 1.7601, "theoretical_loss": 4.1267310479209565, "tokens_seen": 331677696 }, { "epoch": 0.1, "learning_rate": 0.0009085656970912738, "loss": 1.7374, "theoretical_loss": 4.126637595420302, "tokens_seen": 331743232 }, { "epoch": 0.1, "learning_rate": 0.0009085456369107322, "loss": 1.75, "theoretical_loss": 4.126544166547479, "tokens_seen": 331808768 }, { "epoch": 0.1, "learning_rate": 0.0009085255767301905, "loss": 1.7956, "theoretical_loss": 4.126450761291847, "tokens_seen": 331874304 }, { "epoch": 0.1, "learning_rate": 0.000908505516549649, "loss": 1.7369, "theoretical_loss": 4.126357379642775, "tokens_seen": 331939840 }, { "epoch": 0.1, "learning_rate": 0.0009084854563691073, "loss": 1.8566, "theoretical_loss": 4.126264021589638, "tokens_seen": 332005376 }, { "epoch": 0.1, "learning_rate": 0.0009084653961885657, "loss": 1.7816, "theoretical_loss": 4.126170687121817, "tokens_seen": 332070912 }, { "epoch": 0.1, "learning_rate": 0.000908445336008024, "loss": 1.8452, "theoretical_loss": 4.126077376228702, "tokens_seen": 332136448 }, { "epoch": 0.1, "learning_rate": 0.0009084252758274824, "loss": 1.6802, "theoretical_loss": 4.125984088899688, "tokens_seen": 332201984 }, { "epoch": 0.1, "learning_rate": 0.0009084052156469409, "loss": 1.64, "theoretical_loss": 4.125890825124177, "tokens_seen": 332267520 }, { "epoch": 0.1, "learning_rate": 0.0009083851554663992, "loss": 1.6285, "theoretical_loss": 4.125797584891578, "tokens_seen": 332333056 }, { "epoch": 0.1, "learning_rate": 0.0009083650952858576, "loss": 1.699, "theoretical_loss": 4.1257043681913075, "tokens_seen": 332398592 }, { "epoch": 0.1, "learning_rate": 0.000908345035105316, "loss": 1.6606, "theoretical_loss": 4.125611175012789, "tokens_seen": 332464128 }, { "epoch": 0.1, "learning_rate": 0.0009083249749247744, "loss": 1.6762, "theoretical_loss": 4.125518005345452, "tokens_seen": 332529664 }, { "epoch": 0.1, "learning_rate": 0.0009083049147442327, "loss": 1.8607, "theoretical_loss": 4.1254248591787315, "tokens_seen": 332595200 }, { "epoch": 0.1, "learning_rate": 0.0009082848545636912, "loss": 1.7981, "theoretical_loss": 4.125331736502073, "tokens_seen": 332660736 }, { "epoch": 0.1, "learning_rate": 0.0009082647943831494, "loss": 1.8264, "theoretical_loss": 4.125238637304925, "tokens_seen": 332726272 }, { "epoch": 0.1, "learning_rate": 0.0009082447342026079, "loss": 1.8123, "theoretical_loss": 4.125145561576746, "tokens_seen": 332791808 }, { "epoch": 0.1, "learning_rate": 0.0009082246740220663, "loss": 1.8439, "theoretical_loss": 4.125052509306999, "tokens_seen": 332857344 }, { "epoch": 0.1, "learning_rate": 0.0009082046138415246, "loss": 1.6351, "theoretical_loss": 4.124959480485156, "tokens_seen": 332922880 }, { "epoch": 0.1, "learning_rate": 0.000908184553660983, "loss": 1.7231, "theoretical_loss": 4.124866475100693, "tokens_seen": 332988416 }, { "epoch": 0.1, "learning_rate": 0.0009081644934804413, "loss": 1.7502, "theoretical_loss": 4.124773493143094, "tokens_seen": 333053952 }, { "epoch": 0.1, "learning_rate": 0.0009081444332998997, "loss": 1.7452, "theoretical_loss": 4.124680534601851, "tokens_seen": 333119488 }, { "epoch": 0.1, "learning_rate": 0.0009081243731193582, "loss": 1.6137, "theoretical_loss": 4.124587599466462, "tokens_seen": 333185024 }, { "epoch": 0.1, "learning_rate": 0.0009081043129388164, "loss": 1.7891, "theoretical_loss": 4.124494687726431, "tokens_seen": 333250560 }, { "epoch": 0.1, "learning_rate": 0.0009080842527582749, "loss": 1.6966, "theoretical_loss": 4.124401799371269, "tokens_seen": 333316096 }, { "epoch": 0.1, "learning_rate": 0.0009080641925777333, "loss": 1.8163, "theoretical_loss": 4.124308934390496, "tokens_seen": 333381632 }, { "epoch": 0.1, "learning_rate": 0.0009080441323971916, "loss": 1.8086, "theoretical_loss": 4.124216092773635, "tokens_seen": 333447168 }, { "epoch": 0.1, "learning_rate": 0.00090802407221665, "loss": 1.712, "theoretical_loss": 4.124123274510217, "tokens_seen": 333512704 }, { "epoch": 0.1, "learning_rate": 0.0009080040120361083, "loss": 1.6625, "theoretical_loss": 4.124030479589782, "tokens_seen": 333578240 }, { "epoch": 0.1, "learning_rate": 0.0009079839518555667, "loss": 1.6341, "theoretical_loss": 4.1239377080018755, "tokens_seen": 333643776 }, { "epoch": 0.1, "learning_rate": 0.0009079638916750252, "loss": 1.7989, "theoretical_loss": 4.123844959736049, "tokens_seen": 333709312 }, { "epoch": 0.1, "learning_rate": 0.0009079438314944834, "loss": 1.7309, "theoretical_loss": 4.123752234781859, "tokens_seen": 333774848 }, { "epoch": 0.1, "learning_rate": 0.0009079237713139419, "loss": 1.8247, "theoretical_loss": 4.1236595331288735, "tokens_seen": 333840384 }, { "epoch": 0.1, "learning_rate": 0.0009079037111334002, "loss": 1.6904, "theoretical_loss": 4.123566854766663, "tokens_seen": 333905920 }, { "epoch": 0.1, "learning_rate": 0.0009078836509528586, "loss": 1.6505, "theoretical_loss": 4.123474199684807, "tokens_seen": 333971456 }, { "epoch": 0.1, "learning_rate": 0.000907863590772317, "loss": 1.8607, "theoretical_loss": 4.123381567872891, "tokens_seen": 334036992 }, { "epoch": 0.1, "learning_rate": 0.0009078435305917754, "loss": 1.8399, "theoretical_loss": 4.123288959320506, "tokens_seen": 334102528 }, { "epoch": 0.1, "learning_rate": 0.0009078234704112337, "loss": 1.763, "theoretical_loss": 4.123196374017253, "tokens_seen": 334168064 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.4906438887119293, "objective/train/docs_used": 128373, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.830473780632019, "objective/train/original_loss": 1.8304736614227295, "objective/train/theoretical_loss": 4.123103811952736, "objective/train/tokens_used": 354693600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24106791615486145, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502898693084717, "objective/train/weighted_lm_loss": 1.9224073886871338, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.123103811952736, "tokens_seen": 334233600 }, { "epoch": 0.1, "learning_rate": 0.0009078034102306921, "loss": 1.8137, "theoretical_loss": 4.123103811952736, "tokens_seen": 334233600 }, { "epoch": 0.1, "learning_rate": 0.0009077833500501504, "loss": 1.6342, "theoretical_loss": 4.123011273116566, "tokens_seen": 334299136 }, { "epoch": 0.1, "learning_rate": 0.0009077632898696089, "loss": 1.8001, "theoretical_loss": 4.122918757498365, "tokens_seen": 334364672 }, { "epoch": 0.1, "learning_rate": 0.0009077432296890672, "loss": 1.6724, "theoretical_loss": 4.122826265087756, "tokens_seen": 334430208 }, { "epoch": 0.1, "learning_rate": 0.0009077231695085256, "loss": 1.6699, "theoretical_loss": 4.122733795874372, "tokens_seen": 334495744 }, { "epoch": 0.1, "learning_rate": 0.000907703109327984, "loss": 1.8302, "theoretical_loss": 4.122641349847852, "tokens_seen": 334561280 }, { "epoch": 0.1, "learning_rate": 0.0009076830491474424, "loss": 1.6683, "theoretical_loss": 4.122548926997842, "tokens_seen": 334626816 }, { "epoch": 0.1, "learning_rate": 0.0009076629889669007, "loss": 1.8169, "theoretical_loss": 4.122456527313994, "tokens_seen": 334692352 }, { "epoch": 0.1, "learning_rate": 0.0009076429287863591, "loss": 1.8627, "theoretical_loss": 4.122364150785966, "tokens_seen": 334757888 }, { "epoch": 0.1, "learning_rate": 0.0009076228686058174, "loss": 1.7632, "theoretical_loss": 4.1222717974034255, "tokens_seen": 334823424 }, { "epoch": 0.1, "learning_rate": 0.0009076028084252759, "loss": 1.7083, "theoretical_loss": 4.122179467156043, "tokens_seen": 334888960 }, { "epoch": 0.1, "learning_rate": 0.0009075827482447342, "loss": 1.8839, "theoretical_loss": 4.122087160033496, "tokens_seen": 334954496 }, { "epoch": 0.1, "learning_rate": 0.0009075626880641926, "loss": 1.8024, "theoretical_loss": 4.1219948760254725, "tokens_seen": 335020032 }, { "epoch": 0.1, "learning_rate": 0.0009075426278836509, "loss": 1.6807, "theoretical_loss": 4.121902615121663, "tokens_seen": 335085568 }, { "epoch": 0.1, "learning_rate": 0.0009075225677031094, "loss": 1.8905, "theoretical_loss": 4.121810377311768, "tokens_seen": 335151104 }, { "epoch": 0.1, "learning_rate": 0.0009075025075225677, "loss": 1.7158, "theoretical_loss": 4.1217181625854895, "tokens_seen": 335216640 }, { "epoch": 0.1, "learning_rate": 0.0009074824473420261, "loss": 1.7767, "theoretical_loss": 4.121625970932542, "tokens_seen": 335282176 }, { "epoch": 0.1, "learning_rate": 0.0009074623871614845, "loss": 1.8351, "theoretical_loss": 4.121533802342643, "tokens_seen": 335347712 }, { "epoch": 0.1, "learning_rate": 0.0009074423269809428, "loss": 1.6733, "theoretical_loss": 4.121441656805517, "tokens_seen": 335413248 }, { "epoch": 0.1, "learning_rate": 0.0009074222668004012, "loss": 1.7529, "theoretical_loss": 4.121349534310896, "tokens_seen": 335478784 }, { "epoch": 0.1, "learning_rate": 0.0009074022066198596, "loss": 1.7908, "theoretical_loss": 4.121257434848519, "tokens_seen": 335544320 }, { "epoch": 0.1, "learning_rate": 0.0009073821464393179, "loss": 1.7714, "theoretical_loss": 4.121165358408129, "tokens_seen": 335609856 }, { "epoch": 0.1, "learning_rate": 0.0009073620862587764, "loss": 1.8105, "theoretical_loss": 4.121073304979479, "tokens_seen": 335675392 }, { "epoch": 0.1, "learning_rate": 0.0009073420260782347, "loss": 1.6567, "theoretical_loss": 4.120981274552326, "tokens_seen": 335740928 }, { "epoch": 0.1, "learning_rate": 0.0009073219658976931, "loss": 1.793, "theoretical_loss": 4.120889267116435, "tokens_seen": 335806464 }, { "epoch": 0.1, "learning_rate": 0.0009073019057171515, "loss": 1.7369, "theoretical_loss": 4.1207972826615755, "tokens_seen": 335872000 }, { "epoch": 0.1, "learning_rate": 0.0009072818455366098, "loss": 1.8146, "theoretical_loss": 4.120705321177526, "tokens_seen": 335937536 }, { "epoch": 0.1, "learning_rate": 0.0009072617853560682, "loss": 1.7543, "theoretical_loss": 4.120613382654072, "tokens_seen": 336003072 }, { "epoch": 0.1, "learning_rate": 0.0009072417251755267, "loss": 1.7126, "theoretical_loss": 4.1205214670810015, "tokens_seen": 336068608 }, { "epoch": 0.1, "learning_rate": 0.0009072216649949849, "loss": 1.7503, "theoretical_loss": 4.120429574448114, "tokens_seen": 336134144 }, { "epoch": 0.1, "learning_rate": 0.0009072016048144434, "loss": 1.6967, "theoretical_loss": 4.120337704745211, "tokens_seen": 336199680 }, { "epoch": 0.1, "learning_rate": 0.0009071815446339016, "loss": 1.7868, "theoretical_loss": 4.120245857962104, "tokens_seen": 336265216 }, { "epoch": 0.1, "learning_rate": 0.0009071614844533601, "loss": 1.7849, "theoretical_loss": 4.120154034088609, "tokens_seen": 336330752 }, { "epoch": 0.1, "learning_rate": 0.0009071414242728185, "loss": 1.7815, "theoretical_loss": 4.120062233114549, "tokens_seen": 336396288 }, { "epoch": 0.1, "learning_rate": 0.0009071213640922768, "loss": 1.8475, "theoretical_loss": 4.119970455029755, "tokens_seen": 336461824 }, { "epoch": 0.1, "learning_rate": 0.0009071013039117352, "loss": 1.6997, "theoretical_loss": 4.119878699824063, "tokens_seen": 336527360 }, { "epoch": 0.1, "learning_rate": 0.0009070812437311937, "loss": 1.7022, "theoretical_loss": 4.119786967487314, "tokens_seen": 336592896 }, { "epoch": 0.1, "learning_rate": 0.0009070611835506519, "loss": 1.8374, "theoretical_loss": 4.119695258009358, "tokens_seen": 336658432 }, { "epoch": 0.1, "learning_rate": 0.0009070411233701104, "loss": 1.7614, "theoretical_loss": 4.119603571380052, "tokens_seen": 336723968 }, { "epoch": 0.1, "learning_rate": 0.0009070210631895686, "loss": 1.7412, "theoretical_loss": 4.119511907589256, "tokens_seen": 336789504 }, { "epoch": 0.1, "learning_rate": 0.0009070010030090271, "loss": 1.7961, "theoretical_loss": 4.11942026662684, "tokens_seen": 336855040 }, { "epoch": 0.1, "learning_rate": 0.0009069809428284855, "loss": 1.7222, "theoretical_loss": 4.1193286484826785, "tokens_seen": 336920576 }, { "epoch": 0.1, "learning_rate": 0.0009069608826479438, "loss": 1.7334, "theoretical_loss": 4.119237053146653, "tokens_seen": 336986112 }, { "epoch": 0.1, "learning_rate": 0.0009069408224674022, "loss": 1.7046, "theoretical_loss": 4.119145480608653, "tokens_seen": 337051648 }, { "epoch": 0.1, "learning_rate": 0.0009069207622868606, "loss": 1.6898, "theoretical_loss": 4.11905393085857, "tokens_seen": 337117184 }, { "epoch": 0.1, "learning_rate": 0.000906900702106319, "loss": 1.8415, "theoretical_loss": 4.118962403886306, "tokens_seen": 337182720 }, { "epoch": 0.1, "learning_rate": 0.0009068806419257774, "loss": 1.7412, "theoretical_loss": 4.11887089968177, "tokens_seen": 337248256 }, { "epoch": 0.1, "learning_rate": 0.0009068605817452358, "loss": 1.8208, "theoretical_loss": 4.118779418234874, "tokens_seen": 337313792 }, { "epoch": 0.1, "learning_rate": 0.0009068405215646941, "loss": 1.6441, "theoretical_loss": 4.118687959535539, "tokens_seen": 337379328 }, { "epoch": 0.1, "learning_rate": 0.0009068204613841525, "loss": 1.8413, "theoretical_loss": 4.118596523573689, "tokens_seen": 337444864 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49176985025405884, "objective/train/docs_used": 129675, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5919711589813232, "objective/train/original_loss": 1.5919709205627441, "objective/train/theoretical_loss": 4.118505110339262, "objective/train/tokens_used": 357970400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24228759109973907, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504087209701538, "objective/train/weighted_lm_loss": 1.6722182035446167, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.118505110339262, "tokens_seen": 337510400 }, { "epoch": 0.1, "learning_rate": 0.0009068004012036108, "loss": 1.6432, "theoretical_loss": 4.118505110339262, "tokens_seen": 337510400 }, { "epoch": 0.1, "learning_rate": 0.0009067803410230693, "loss": 1.7769, "theoretical_loss": 4.118413719822192, "tokens_seen": 337575936 }, { "epoch": 0.1, "learning_rate": 0.0009067602808425276, "loss": 1.6643, "theoretical_loss": 4.118322352012429, "tokens_seen": 337641472 }, { "epoch": 0.1, "learning_rate": 0.000906740220661986, "loss": 1.8076, "theoretical_loss": 4.118231006899924, "tokens_seen": 337707008 }, { "epoch": 0.1, "learning_rate": 0.0009067201604814444, "loss": 1.6354, "theoretical_loss": 4.118139684474634, "tokens_seen": 337772544 }, { "epoch": 0.1, "learning_rate": 0.0009067001003009028, "loss": 1.6821, "theoretical_loss": 4.118048384726525, "tokens_seen": 337838080 }, { "epoch": 0.1, "learning_rate": 0.0009066800401203611, "loss": 1.7323, "theoretical_loss": 4.117957107645569, "tokens_seen": 337903616 }, { "epoch": 0.1, "learning_rate": 0.0009066599799398195, "loss": 1.8233, "theoretical_loss": 4.117865853221743, "tokens_seen": 337969152 }, { "epoch": 0.1, "learning_rate": 0.0009066399197592778, "loss": 1.7854, "theoretical_loss": 4.117774621445031, "tokens_seen": 338034688 }, { "epoch": 0.1, "learning_rate": 0.0009066198595787363, "loss": 1.6559, "theoretical_loss": 4.117683412305425, "tokens_seen": 338100224 }, { "epoch": 0.1, "learning_rate": 0.0009065997993981946, "loss": 1.807, "theoretical_loss": 4.1175922257929205, "tokens_seen": 338165760 }, { "epoch": 0.1, "learning_rate": 0.000906579739217653, "loss": 1.664, "theoretical_loss": 4.117501061897521, "tokens_seen": 338231296 }, { "epoch": 0.1, "learning_rate": 0.0009065596790371113, "loss": 1.7741, "theoretical_loss": 4.117409920609235, "tokens_seen": 338296832 }, { "epoch": 0.1, "learning_rate": 0.0009065396188565698, "loss": 1.9005, "theoretical_loss": 4.11731880191808, "tokens_seen": 338362368 }, { "epoch": 0.1, "learning_rate": 0.0009065195586760281, "loss": 1.8514, "theoretical_loss": 4.117227705814078, "tokens_seen": 338427904 }, { "epoch": 0.1, "learning_rate": 0.0009064994984954865, "loss": 1.8802, "theoretical_loss": 4.117136632287258, "tokens_seen": 338493440 }, { "epoch": 0.1, "learning_rate": 0.0009064794383149449, "loss": 1.7452, "theoretical_loss": 4.117045581327653, "tokens_seen": 338558976 }, { "epoch": 0.1, "learning_rate": 0.0009064593781344032, "loss": 1.8935, "theoretical_loss": 4.116954552925305, "tokens_seen": 338624512 }, { "epoch": 0.1, "learning_rate": 0.0009064393179538616, "loss": 1.9351, "theoretical_loss": 4.116863547070264, "tokens_seen": 338690048 }, { "epoch": 0.1, "learning_rate": 0.00090641925777332, "loss": 1.8515, "theoretical_loss": 4.116772563752581, "tokens_seen": 338755584 }, { "epoch": 0.1, "learning_rate": 0.0009063991975927783, "loss": 1.7043, "theoretical_loss": 4.116681602962317, "tokens_seen": 338821120 }, { "epoch": 0.1, "learning_rate": 0.0009063791374122368, "loss": 1.7002, "theoretical_loss": 4.116590664689539, "tokens_seen": 338886656 }, { "epoch": 0.1, "learning_rate": 0.0009063590772316951, "loss": 1.8262, "theoretical_loss": 4.116499748924319, "tokens_seen": 338952192 }, { "epoch": 0.1, "learning_rate": 0.0009063390170511535, "loss": 1.768, "theoretical_loss": 4.116408855656737, "tokens_seen": 339017728 }, { "epoch": 0.1, "learning_rate": 0.0009063189568706119, "loss": 1.7185, "theoretical_loss": 4.116317984876878, "tokens_seen": 339083264 }, { "epoch": 0.1, "learning_rate": 0.0009062988966900702, "loss": 1.7734, "theoretical_loss": 4.1162271365748335, "tokens_seen": 339148800 }, { "epoch": 0.1, "learning_rate": 0.0009062788365095286, "loss": 1.8295, "theoretical_loss": 4.116136310740702, "tokens_seen": 339214336 }, { "epoch": 0.1, "learning_rate": 0.000906258776328987, "loss": 1.6748, "theoretical_loss": 4.1160455073645865, "tokens_seen": 339279872 }, { "epoch": 0.1, "learning_rate": 0.0009062387161484453, "loss": 1.5677, "theoretical_loss": 4.115954726436599, "tokens_seen": 339345408 }, { "epoch": 0.1, "learning_rate": 0.0009062186559679038, "loss": 1.6308, "theoretical_loss": 4.115863967946856, "tokens_seen": 339410944 }, { "epoch": 0.1, "learning_rate": 0.000906198595787362, "loss": 1.7707, "theoretical_loss": 4.115773231885479, "tokens_seen": 339476480 }, { "epoch": 0.1, "learning_rate": 0.0009061785356068205, "loss": 1.7975, "theoretical_loss": 4.115682518242599, "tokens_seen": 339542016 }, { "epoch": 0.1, "learning_rate": 0.0009061584754262789, "loss": 1.6861, "theoretical_loss": 4.115591827008351, "tokens_seen": 339607552 }, { "epoch": 0.1, "learning_rate": 0.0009061384152457372, "loss": 1.6768, "theoretical_loss": 4.115501158172876, "tokens_seen": 339673088 }, { "epoch": 0.1, "learning_rate": 0.0009061183550651956, "loss": 1.7246, "theoretical_loss": 4.115410511726323, "tokens_seen": 339738624 }, { "epoch": 0.1, "learning_rate": 0.0009060982948846541, "loss": 1.8952, "theoretical_loss": 4.115319887658846, "tokens_seen": 339804160 }, { "epoch": 0.1, "learning_rate": 0.0009060782347041123, "loss": 1.6856, "theoretical_loss": 4.1152292859606066, "tokens_seen": 339869696 }, { "epoch": 0.1, "learning_rate": 0.0009060581745235708, "loss": 1.6744, "theoretical_loss": 4.115138706621769, "tokens_seen": 339935232 }, { "epoch": 0.1, "learning_rate": 0.000906038114343029, "loss": 1.7339, "theoretical_loss": 4.115048149632507, "tokens_seen": 340000768 }, { "epoch": 0.1, "learning_rate": 0.0009060180541624875, "loss": 1.8115, "theoretical_loss": 4.114957614983001, "tokens_seen": 340066304 }, { "epoch": 0.1, "learning_rate": 0.0009059979939819459, "loss": 1.6957, "theoretical_loss": 4.114867102663435, "tokens_seen": 340131840 }, { "epoch": 0.1, "learning_rate": 0.0009059779338014042, "loss": 1.8678, "theoretical_loss": 4.114776612664, "tokens_seen": 340197376 }, { "epoch": 0.1, "learning_rate": 0.0009059578736208626, "loss": 1.7384, "theoretical_loss": 4.114686144974897, "tokens_seen": 340262912 }, { "epoch": 0.1, "learning_rate": 0.000905937813440321, "loss": 1.7461, "theoretical_loss": 4.114595699586326, "tokens_seen": 340328448 }, { "epoch": 0.1, "learning_rate": 0.0009059177532597793, "loss": 1.7942, "theoretical_loss": 4.114505276488499, "tokens_seen": 340393984 }, { "epoch": 0.1, "learning_rate": 0.0009058976930792378, "loss": 1.7345, "theoretical_loss": 4.114414875671631, "tokens_seen": 340459520 }, { "epoch": 0.1, "learning_rate": 0.000905877632898696, "loss": 1.7869, "theoretical_loss": 4.114324497125947, "tokens_seen": 340525056 }, { "epoch": 0.1, "learning_rate": 0.0009058575727181545, "loss": 1.6033, "theoretical_loss": 4.114234140841673, "tokens_seen": 340590592 }, { "epoch": 0.1, "learning_rate": 0.0009058375125376128, "loss": 1.8136, "theoretical_loss": 4.114143806809045, "tokens_seen": 340656128 }, { "epoch": 0.1, "learning_rate": 0.0009058174523570712, "loss": 1.8029, "theoretical_loss": 4.114053495018304, "tokens_seen": 340721664 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49362632632255554, "objective/train/docs_used": 130755, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7257463932037354, "objective/train/original_loss": 1.7257463932037354, "objective/train/theoretical_loss": 4.113963205459697, "objective/train/tokens_used": 361247200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24409334361553192, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506036281585693, "objective/train/weighted_lm_loss": 1.8130598068237305, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.113963205459697, "tokens_seen": 340787200 }, { "epoch": 0.1, "learning_rate": 0.0009057973921765296, "loss": 1.7073, "theoretical_loss": 4.113963205459697, "tokens_seen": 340787200 }, { "epoch": 0.1, "learning_rate": 0.000905777331995988, "loss": 1.6982, "theoretical_loss": 4.113872938123477, "tokens_seen": 340852736 }, { "epoch": 0.1, "learning_rate": 0.0009057572718154463, "loss": 1.8377, "theoretical_loss": 4.113782692999903, "tokens_seen": 340918272 }, { "epoch": 0.1, "learning_rate": 0.0009057372116349048, "loss": 1.5813, "theoretical_loss": 4.1136924700792425, "tokens_seen": 340983808 }, { "epoch": 0.1, "learning_rate": 0.000905717151454363, "loss": 1.8254, "theoretical_loss": 4.113602269351765, "tokens_seen": 341049344 }, { "epoch": 0.1, "learning_rate": 0.0009056970912738215, "loss": 1.7014, "theoretical_loss": 4.113512090807749, "tokens_seen": 341114880 }, { "epoch": 0.1, "learning_rate": 0.0009056770310932798, "loss": 1.6438, "theoretical_loss": 4.113421934437479, "tokens_seen": 341180416 }, { "epoch": 0.1, "learning_rate": 0.0009056569709127382, "loss": 1.8645, "theoretical_loss": 4.1133318002312445, "tokens_seen": 341245952 }, { "epoch": 0.1, "learning_rate": 0.0009056369107321966, "loss": 1.6754, "theoretical_loss": 4.113241688179341, "tokens_seen": 341311488 }, { "epoch": 0.1, "learning_rate": 0.000905616850551655, "loss": 1.8817, "theoretical_loss": 4.113151598272072, "tokens_seen": 341377024 }, { "epoch": 0.1, "learning_rate": 0.0009055967903711133, "loss": 1.8039, "theoretical_loss": 4.113061530499746, "tokens_seen": 341442560 }, { "epoch": 0.1, "learning_rate": 0.0009055767301905717, "loss": 1.6546, "theoretical_loss": 4.112971484852677, "tokens_seen": 341508096 }, { "epoch": 0.1, "learning_rate": 0.0009055566700100301, "loss": 1.7393, "theoretical_loss": 4.1128814613211855, "tokens_seen": 341573632 }, { "epoch": 0.1, "learning_rate": 0.0009055366098294885, "loss": 1.7555, "theoretical_loss": 4.112791459895599, "tokens_seen": 341639168 }, { "epoch": 0.1, "learning_rate": 0.0009055165496489468, "loss": 1.6987, "theoretical_loss": 4.112701480566248, "tokens_seen": 341704704 }, { "epoch": 0.1, "learning_rate": 0.0009054964894684053, "loss": 1.7557, "theoretical_loss": 4.112611523323474, "tokens_seen": 341770240 }, { "epoch": 0.1, "learning_rate": 0.0009054764292878635, "loss": 1.6285, "theoretical_loss": 4.1125215881576205, "tokens_seen": 341835776 }, { "epoch": 0.1, "learning_rate": 0.000905456369107322, "loss": 1.7713, "theoretical_loss": 4.112431675059039, "tokens_seen": 341901312 }, { "epoch": 0.1, "learning_rate": 0.0009054363089267803, "loss": 1.7883, "theoretical_loss": 4.112341784018086, "tokens_seen": 341966848 }, { "epoch": 0.1, "learning_rate": 0.0009054162487462387, "loss": 1.552, "theoretical_loss": 4.112251915025125, "tokens_seen": 342032384 }, { "epoch": 0.1, "learning_rate": 0.0009053961885656972, "loss": 1.7311, "theoretical_loss": 4.112162068070525, "tokens_seen": 342097920 }, { "epoch": 0.1, "learning_rate": 0.0009053761283851555, "loss": 1.6875, "theoretical_loss": 4.112072243144662, "tokens_seen": 342163456 }, { "epoch": 0.1, "learning_rate": 0.0009053560682046139, "loss": 1.7803, "theoretical_loss": 4.111982440237917, "tokens_seen": 342228992 }, { "epoch": 0.1, "learning_rate": 0.0009053360080240723, "loss": 1.7886, "theoretical_loss": 4.1118926593406755, "tokens_seen": 342294528 }, { "epoch": 0.1, "learning_rate": 0.0009053159478435306, "loss": 1.7322, "theoretical_loss": 4.111802900443333, "tokens_seen": 342360064 }, { "epoch": 0.1, "learning_rate": 0.000905295887662989, "loss": 1.5982, "theoretical_loss": 4.111713163536289, "tokens_seen": 342425600 }, { "epoch": 0.1, "learning_rate": 0.0009052758274824475, "loss": 1.7256, "theoretical_loss": 4.111623448609948, "tokens_seen": 342491136 }, { "epoch": 0.1, "learning_rate": 0.0009052557673019057, "loss": 1.8172, "theoretical_loss": 4.111533755654721, "tokens_seen": 342556672 }, { "epoch": 0.1, "learning_rate": 0.0009052357071213642, "loss": 1.6669, "theoretical_loss": 4.111444084661026, "tokens_seen": 342622208 }, { "epoch": 0.1, "learning_rate": 0.0009052156469408224, "loss": 1.7317, "theoretical_loss": 4.111354435619287, "tokens_seen": 342687744 }, { "epoch": 0.1, "learning_rate": 0.0009051955867602809, "loss": 1.7397, "theoretical_loss": 4.111264808519933, "tokens_seen": 342753280 }, { "epoch": 0.1, "learning_rate": 0.0009051755265797393, "loss": 1.6709, "theoretical_loss": 4.111175203353399, "tokens_seen": 342818816 }, { "epoch": 0.1, "learning_rate": 0.0009051554663991976, "loss": 1.6312, "theoretical_loss": 4.111085620110127, "tokens_seen": 342884352 }, { "epoch": 0.1, "learning_rate": 0.000905135406218656, "loss": 1.8186, "theoretical_loss": 4.1109960587805645, "tokens_seen": 342949888 }, { "epoch": 0.1, "learning_rate": 0.0009051153460381145, "loss": 1.7051, "theoretical_loss": 4.110906519355165, "tokens_seen": 343015424 }, { "epoch": 0.1, "learning_rate": 0.0009050952858575727, "loss": 1.7722, "theoretical_loss": 4.110817001824387, "tokens_seen": 343080960 }, { "epoch": 0.1, "learning_rate": 0.0009050752256770312, "loss": 1.6726, "theoretical_loss": 4.110727506178697, "tokens_seen": 343146496 }, { "epoch": 0.1, "learning_rate": 0.0009050551654964894, "loss": 1.8694, "theoretical_loss": 4.110638032408565, "tokens_seen": 343212032 }, { "epoch": 0.1, "learning_rate": 0.0009050351053159479, "loss": 1.6671, "theoretical_loss": 4.110548580504471, "tokens_seen": 343277568 }, { "epoch": 0.1, "learning_rate": 0.0009050150451354063, "loss": 1.8713, "theoretical_loss": 4.1104591504568955, "tokens_seen": 343343104 }, { "epoch": 0.1, "learning_rate": 0.0009049949849548646, "loss": 1.7105, "theoretical_loss": 4.110369742256329, "tokens_seen": 343408640 }, { "epoch": 0.1, "learning_rate": 0.000904974924774323, "loss": 1.7494, "theoretical_loss": 4.110280355893266, "tokens_seen": 343474176 }, { "epoch": 0.1, "learning_rate": 0.0009049548645937814, "loss": 1.7071, "theoretical_loss": 4.110190991358209, "tokens_seen": 343539712 }, { "epoch": 0.1, "learning_rate": 0.0009049348044132397, "loss": 1.7533, "theoretical_loss": 4.110101648641665, "tokens_seen": 343605248 }, { "epoch": 0.1, "learning_rate": 0.0009049147442326982, "loss": 1.6532, "theoretical_loss": 4.110012327734145, "tokens_seen": 343670784 }, { "epoch": 0.1, "learning_rate": 0.0009048946840521564, "loss": 1.7937, "theoretical_loss": 4.10992302862617, "tokens_seen": 343736320 }, { "epoch": 0.1, "learning_rate": 0.0009048746238716149, "loss": 1.7139, "theoretical_loss": 4.109833751308264, "tokens_seen": 343801856 }, { "epoch": 0.1, "learning_rate": 0.0009048545636910732, "loss": 1.683, "theoretical_loss": 4.109744495770959, "tokens_seen": 343867392 }, { "epoch": 0.1, "learning_rate": 0.0009048345035105316, "loss": 1.746, "theoretical_loss": 4.1096552620047895, "tokens_seen": 343932928 }, { "epoch": 0.1, "learning_rate": 0.00090481444332999, "loss": 1.7218, "theoretical_loss": 4.1095660500003, "tokens_seen": 343998464 }, { "epoch": 0.1, "objective/train/advantage_avg": 0.49333980679512024, "objective/train/docs_used": 131936, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7032973766326904, "objective/train/original_loss": 1.7032976150512695, "objective/train/theoretical_loss": 4.109476859748038, "objective/train/tokens_used": 364524000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24367128312587738, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505727529525757, "objective/train/weighted_lm_loss": 1.789353609085083, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 4.109476859748038, "tokens_seen": 344064000 }, { "epoch": 0.1, "learning_rate": 0.0009047943831494484, "loss": 1.9069, "theoretical_loss": 4.109476859748038, "tokens_seen": 344064000 }, { "epoch": 0.1, "learning_rate": 0.0009047743229689067, "loss": 1.6547, "theoretical_loss": 4.109387691238559, "tokens_seen": 344129536 }, { "epoch": 0.1, "learning_rate": 0.0009047542627883652, "loss": 1.736, "theoretical_loss": 4.109298544462423, "tokens_seen": 344195072 }, { "epoch": 0.1, "learning_rate": 0.0009047342026078235, "loss": 1.6227, "theoretical_loss": 4.109209419410195, "tokens_seen": 344260608 }, { "epoch": 0.1, "learning_rate": 0.0009047141424272819, "loss": 1.6497, "theoretical_loss": 4.10912031607245, "tokens_seen": 344326144 }, { "epoch": 0.1, "learning_rate": 0.0009046940822467402, "loss": 1.6495, "theoretical_loss": 4.1090312344397635, "tokens_seen": 344391680 }, { "epoch": 0.1, "learning_rate": 0.0009046740220661986, "loss": 1.6644, "theoretical_loss": 4.108942174502721, "tokens_seen": 344457216 }, { "epoch": 0.1, "learning_rate": 0.000904653961885657, "loss": 1.7992, "theoretical_loss": 4.10885313625191, "tokens_seen": 344522752 }, { "epoch": 0.1, "learning_rate": 0.0009046339017051154, "loss": 1.7062, "theoretical_loss": 4.108764119677929, "tokens_seen": 344588288 }, { "epoch": 0.1, "learning_rate": 0.0009046138415245737, "loss": 1.6949, "theoretical_loss": 4.108675124771377, "tokens_seen": 344653824 }, { "epoch": 0.1, "learning_rate": 0.0009045937813440321, "loss": 1.7387, "theoretical_loss": 4.108586151522863, "tokens_seen": 344719360 }, { "epoch": 0.1, "learning_rate": 0.0009045737211634905, "loss": 1.866, "theoretical_loss": 4.108497199923001, "tokens_seen": 344784896 }, { "epoch": 0.1, "learning_rate": 0.0009045536609829489, "loss": 1.7702, "theoretical_loss": 4.108408269962408, "tokens_seen": 344850432 }, { "epoch": 0.1, "learning_rate": 0.0009045336008024072, "loss": 1.7425, "theoretical_loss": 4.108319361631709, "tokens_seen": 344915968 }, { "epoch": 0.1, "learning_rate": 0.0009045135406218657, "loss": 1.773, "theoretical_loss": 4.1082304749215375, "tokens_seen": 344981504 }, { "epoch": 0.1, "learning_rate": 0.0009044934804413239, "loss": 1.9007, "theoretical_loss": 4.108141609822527, "tokens_seen": 345047040 }, { "epoch": 0.1, "learning_rate": 0.0009044734202607824, "loss": 1.6881, "theoretical_loss": 4.108052766325322, "tokens_seen": 345112576 }, { "epoch": 0.1, "learning_rate": 0.0009044533600802407, "loss": 1.686, "theoretical_loss": 4.10796394442057, "tokens_seen": 345178112 }, { "epoch": 0.1, "learning_rate": 0.0009044332998996991, "loss": 1.6889, "theoretical_loss": 4.107875144098925, "tokens_seen": 345243648 }, { "epoch": 0.1, "learning_rate": 0.0009044132397191575, "loss": 1.7391, "theoretical_loss": 4.107786365351047, "tokens_seen": 345309184 }, { "epoch": 0.1, "learning_rate": 0.0009043931795386159, "loss": 1.7828, "theoretical_loss": 4.107697608167602, "tokens_seen": 345374720 }, { "epoch": 0.1, "learning_rate": 0.0009043731193580742, "loss": 1.8004, "theoretical_loss": 4.107608872539261, "tokens_seen": 345440256 }, { "epoch": 0.1, "learning_rate": 0.0009043530591775327, "loss": 1.9854, "theoretical_loss": 4.107520158456703, "tokens_seen": 345505792 }, { "epoch": 0.1, "learning_rate": 0.0009043329989969909, "loss": 1.6611, "theoretical_loss": 4.107431465910609, "tokens_seen": 345571328 }, { "epoch": 0.1, "learning_rate": 0.0009043129388164494, "loss": 1.6514, "theoretical_loss": 4.107342794891668, "tokens_seen": 345636864 }, { "epoch": 0.1, "learning_rate": 0.0009042928786359077, "loss": 1.7724, "theoretical_loss": 4.107254145390577, "tokens_seen": 345702400 }, { "epoch": 0.1, "learning_rate": 0.0009042728184553661, "loss": 1.8089, "theoretical_loss": 4.107165517398034, "tokens_seen": 345767936 }, { "epoch": 0.1, "learning_rate": 0.0009042527582748245, "loss": 1.8605, "theoretical_loss": 4.107076910904747, "tokens_seen": 345833472 }, { "epoch": 0.1, "learning_rate": 0.0009042326980942828, "loss": 1.7117, "theoretical_loss": 4.106988325901428, "tokens_seen": 345899008 }, { "epoch": 0.1, "learning_rate": 0.0009042126379137412, "loss": 1.7907, "theoretical_loss": 4.106899762378793, "tokens_seen": 345964544 }, { "epoch": 0.1, "learning_rate": 0.0009041925777331997, "loss": 1.7211, "theoretical_loss": 4.106811220327568, "tokens_seen": 346030080 }, { "epoch": 0.1, "learning_rate": 0.0009041725175526579, "loss": 1.7923, "theoretical_loss": 4.106722699738481, "tokens_seen": 346095616 }, { "epoch": 0.1, "learning_rate": 0.0009041524573721164, "loss": 1.8162, "theoretical_loss": 4.106634200602267, "tokens_seen": 346161152 }, { "epoch": 0.1, "learning_rate": 0.0009041323971915746, "loss": 1.7074, "theoretical_loss": 4.106545722909668, "tokens_seen": 346226688 }, { "epoch": 0.1, "learning_rate": 0.0009041123370110331, "loss": 1.6258, "theoretical_loss": 4.10645726665143, "tokens_seen": 346292224 }, { "epoch": 0.1, "learning_rate": 0.0009040922768304915, "loss": 1.6748, "theoretical_loss": 4.106368831818305, "tokens_seen": 346357760 }, { "epoch": 0.1, "learning_rate": 0.0009040722166499498, "loss": 1.8313, "theoretical_loss": 4.1062804184010515, "tokens_seen": 346423296 }, { "epoch": 0.1, "learning_rate": 0.0009040521564694082, "loss": 1.8808, "theoretical_loss": 4.106192026390433, "tokens_seen": 346488832 }, { "epoch": 0.11, "learning_rate": 0.0009040320962888667, "loss": 1.7614, "theoretical_loss": 4.10610365577722, "tokens_seen": 346554368 }, { "epoch": 0.11, "learning_rate": 0.0009040120361083249, "loss": 1.6404, "theoretical_loss": 4.106015306552187, "tokens_seen": 346619904 }, { "epoch": 0.11, "learning_rate": 0.0009039919759277834, "loss": 1.8777, "theoretical_loss": 4.1059269787061154, "tokens_seen": 346685440 }, { "epoch": 0.11, "learning_rate": 0.0009039719157472416, "loss": 1.6846, "theoretical_loss": 4.105838672229792, "tokens_seen": 346750976 }, { "epoch": 0.11, "learning_rate": 0.0009039518555667001, "loss": 1.7727, "theoretical_loss": 4.105750387114009, "tokens_seen": 346816512 }, { "epoch": 0.11, "learning_rate": 0.0009039317953861585, "loss": 1.6671, "theoretical_loss": 4.105662123349564, "tokens_seen": 346882048 }, { "epoch": 0.11, "learning_rate": 0.0009039117352056168, "loss": 1.7073, "theoretical_loss": 4.105573880927262, "tokens_seen": 346947584 }, { "epoch": 0.11, "learning_rate": 0.0009038916750250753, "loss": 1.7958, "theoretical_loss": 4.105485659837912, "tokens_seen": 347013120 }, { "epoch": 0.11, "learning_rate": 0.0009038716148445336, "loss": 1.7587, "theoretical_loss": 4.105397460072329, "tokens_seen": 347078656 }, { "epoch": 0.11, "learning_rate": 0.000903851554663992, "loss": 1.6212, "theoretical_loss": 4.105309281621334, "tokens_seen": 347144192 }, { "epoch": 0.11, "learning_rate": 0.0009038314944834504, "loss": 1.619, "theoretical_loss": 4.105221124475754, "tokens_seen": 347209728 }, { "epoch": 0.11, "learning_rate": 0.0009038114343029088, "loss": 1.7397, "theoretical_loss": 4.105132988626422, "tokens_seen": 347275264 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.49424776434898376, "objective/train/docs_used": 133174, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6256812810897827, "objective/train/original_loss": 1.6256814002990723, "objective/train/theoretical_loss": 4.105044874064174, "objective/train/tokens_used": 367800800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24457493424415588, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506681203842163, "objective/train/weighted_lm_loss": 1.7079211473464966, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.105044874064174, "tokens_seen": 347340800 }, { "epoch": 0.11, "learning_rate": 0.0009037913741223671, "loss": 1.6559, "theoretical_loss": 4.105044874064174, "tokens_seen": 347340800 }, { "epoch": 0.11, "learning_rate": 0.0009037713139418256, "loss": 1.7065, "theoretical_loss": 4.1049567807798555, "tokens_seen": 347406336 }, { "epoch": 0.11, "learning_rate": 0.0009037512537612839, "loss": 1.7464, "theoretical_loss": 4.1048687087643145, "tokens_seen": 347471872 }, { "epoch": 0.11, "learning_rate": 0.0009037311935807423, "loss": 1.7268, "theoretical_loss": 4.104780658008407, "tokens_seen": 347537408 }, { "epoch": 0.11, "learning_rate": 0.0009037111334002006, "loss": 1.7817, "theoretical_loss": 4.104692628502993, "tokens_seen": 347602944 }, { "epoch": 0.11, "learning_rate": 0.000903691073219659, "loss": 1.6799, "theoretical_loss": 4.104604620238939, "tokens_seen": 347668480 }, { "epoch": 0.11, "learning_rate": 0.0009036710130391174, "loss": 1.7885, "theoretical_loss": 4.104516633207116, "tokens_seen": 347734016 }, { "epoch": 0.11, "learning_rate": 0.0009036509528585758, "loss": 1.6622, "theoretical_loss": 4.104428667398404, "tokens_seen": 347799552 }, { "epoch": 0.11, "learning_rate": 0.0009036308926780341, "loss": 1.7008, "theoretical_loss": 4.104340722803683, "tokens_seen": 347865088 }, { "epoch": 0.11, "learning_rate": 0.0009036108324974925, "loss": 1.6566, "theoretical_loss": 4.104252799413844, "tokens_seen": 347930624 }, { "epoch": 0.11, "learning_rate": 0.0009035907723169509, "loss": 1.7029, "theoretical_loss": 4.104164897219781, "tokens_seen": 347996160 }, { "epoch": 0.11, "learning_rate": 0.0009035707121364093, "loss": 1.7565, "theoretical_loss": 4.104077016212393, "tokens_seen": 348061696 }, { "epoch": 0.11, "learning_rate": 0.0009035506519558676, "loss": 1.7934, "theoretical_loss": 4.103989156382589, "tokens_seen": 348127232 }, { "epoch": 0.11, "learning_rate": 0.000903530591775326, "loss": 1.7331, "theoretical_loss": 4.103901317721276, "tokens_seen": 348192768 }, { "epoch": 0.11, "learning_rate": 0.0009035105315947843, "loss": 1.6297, "theoretical_loss": 4.103813500219374, "tokens_seen": 348258304 }, { "epoch": 0.11, "learning_rate": 0.0009034904714142428, "loss": 1.7116, "theoretical_loss": 4.103725703867804, "tokens_seen": 348323840 }, { "epoch": 0.11, "learning_rate": 0.0009034704112337011, "loss": 1.5938, "theoretical_loss": 4.103637928657495, "tokens_seen": 348389376 }, { "epoch": 0.11, "learning_rate": 0.0009034503510531595, "loss": 1.8078, "theoretical_loss": 4.10355017457938, "tokens_seen": 348454912 }, { "epoch": 0.11, "learning_rate": 0.0009034302908726179, "loss": 1.8058, "theoretical_loss": 4.103462441624398, "tokens_seen": 348520448 }, { "epoch": 0.11, "learning_rate": 0.0009034102306920763, "loss": 1.7124, "theoretical_loss": 4.1033747297834955, "tokens_seen": 348585984 }, { "epoch": 0.11, "learning_rate": 0.0009033901705115346, "loss": 1.9676, "theoretical_loss": 4.103287039047622, "tokens_seen": 348651520 }, { "epoch": 0.11, "learning_rate": 0.0009033701103309931, "loss": 1.8403, "theoretical_loss": 4.103199369407734, "tokens_seen": 348717056 }, { "epoch": 0.11, "learning_rate": 0.0009033500501504513, "loss": 1.7325, "theoretical_loss": 4.103111720854792, "tokens_seen": 348782592 }, { "epoch": 0.11, "learning_rate": 0.0009033299899699098, "loss": 1.6372, "theoretical_loss": 4.103024093379764, "tokens_seen": 348848128 }, { "epoch": 0.11, "learning_rate": 0.0009033099297893681, "loss": 1.7101, "theoretical_loss": 4.102936486973624, "tokens_seen": 348913664 }, { "epoch": 0.11, "learning_rate": 0.0009032898696088265, "loss": 1.639, "theoretical_loss": 4.102848901627348, "tokens_seen": 348979200 }, { "epoch": 0.11, "learning_rate": 0.0009032698094282849, "loss": 1.7128, "theoretical_loss": 4.102761337331921, "tokens_seen": 349044736 }, { "epoch": 0.11, "learning_rate": 0.0009032497492477432, "loss": 1.7724, "theoretical_loss": 4.102673794078333, "tokens_seen": 349110272 }, { "epoch": 0.11, "learning_rate": 0.0009032296890672016, "loss": 1.7385, "theoretical_loss": 4.102586271857579, "tokens_seen": 349175808 }, { "epoch": 0.11, "learning_rate": 0.0009032096288866601, "loss": 1.6569, "theoretical_loss": 4.102498770660658, "tokens_seen": 349241344 }, { "epoch": 0.11, "learning_rate": 0.0009031895687061183, "loss": 1.7852, "theoretical_loss": 4.102411290478577, "tokens_seen": 349306880 }, { "epoch": 0.11, "learning_rate": 0.0009031695085255768, "loss": 1.6594, "theoretical_loss": 4.102323831302349, "tokens_seen": 349372416 }, { "epoch": 0.11, "learning_rate": 0.000903149448345035, "loss": 1.6494, "theoretical_loss": 4.102236393122989, "tokens_seen": 349437952 }, { "epoch": 0.11, "learning_rate": 0.0009031293881644935, "loss": 1.7227, "theoretical_loss": 4.102148975931521, "tokens_seen": 349503488 }, { "epoch": 0.11, "learning_rate": 0.0009031093279839519, "loss": 1.89, "theoretical_loss": 4.102061579718972, "tokens_seen": 349569024 }, { "epoch": 0.11, "learning_rate": 0.0009030892678034102, "loss": 1.669, "theoretical_loss": 4.101974204476377, "tokens_seen": 349634560 }, { "epoch": 0.11, "learning_rate": 0.0009030692076228686, "loss": 1.7407, "theoretical_loss": 4.101886850194775, "tokens_seen": 349700096 }, { "epoch": 0.11, "learning_rate": 0.0009030491474423271, "loss": 1.7601, "theoretical_loss": 4.10179951686521, "tokens_seen": 349765632 }, { "epoch": 0.11, "learning_rate": 0.0009030290872617853, "loss": 1.7153, "theoretical_loss": 4.1017122044787335, "tokens_seen": 349831168 }, { "epoch": 0.11, "learning_rate": 0.0009030090270812438, "loss": 1.5519, "theoretical_loss": 4.1016249130263995, "tokens_seen": 349896704 }, { "epoch": 0.11, "learning_rate": 0.000902988966900702, "loss": 1.704, "theoretical_loss": 4.10153764249927, "tokens_seen": 349962240 }, { "epoch": 0.11, "learning_rate": 0.0009029689067201605, "loss": 1.6163, "theoretical_loss": 4.101450392888412, "tokens_seen": 350027776 }, { "epoch": 0.11, "learning_rate": 0.0009029488465396189, "loss": 1.7973, "theoretical_loss": 4.101363164184898, "tokens_seen": 350093312 }, { "epoch": 0.11, "learning_rate": 0.0009029287863590772, "loss": 1.7025, "theoretical_loss": 4.101275956379805, "tokens_seen": 350158848 }, { "epoch": 0.11, "learning_rate": 0.0009029087261785356, "loss": 1.6458, "theoretical_loss": 4.1011887694642155, "tokens_seen": 350224384 }, { "epoch": 0.11, "learning_rate": 0.000902888665997994, "loss": 1.7947, "theoretical_loss": 4.10110160342922, "tokens_seen": 350289920 }, { "epoch": 0.11, "learning_rate": 0.0009028686058174523, "loss": 1.6099, "theoretical_loss": 4.101014458265912, "tokens_seen": 350355456 }, { "epoch": 0.11, "learning_rate": 0.0009028485456369108, "loss": 1.7333, "theoretical_loss": 4.100927333965389, "tokens_seen": 350420992 }, { "epoch": 0.11, "learning_rate": 0.0009028284854563691, "loss": 1.738, "theoretical_loss": 4.100840230518759, "tokens_seen": 350486528 }, { "epoch": 0.11, "learning_rate": 0.0009028084252758275, "loss": 1.7421, "theoretical_loss": 4.10075314791713, "tokens_seen": 350552064 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.4893075227737427, "objective/train/docs_used": 134382, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6907188892364502, "objective/train/original_loss": 1.6907188892364502, "objective/train/theoretical_loss": 4.10066608615162, "objective/train/tokens_used": 371077600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24007414281368256, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501511096954346, "objective/train/weighted_lm_loss": 1.7755835056304932, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 4.10066608615162, "tokens_seen": 350617600 }, { "epoch": 0.11, "learning_rate": 0.0009027883650952859, "loss": 1.7911, "theoretical_loss": 4.10066608615162, "tokens_seen": 350617600 }, { "epoch": 0.11, "learning_rate": 0.0009027683049147443, "loss": 1.707, "theoretical_loss": 4.100579045213349, "tokens_seen": 350683136 }, { "epoch": 0.11, "learning_rate": 0.0009027482447342026, "loss": 1.7838, "theoretical_loss": 4.100492025093445, "tokens_seen": 350748672 }, { "epoch": 0.11, "learning_rate": 0.000902728184553661, "loss": 1.8857, "theoretical_loss": 4.100405025783039, "tokens_seen": 350814208 }, { "epoch": 0.11, "learning_rate": 0.0009027081243731193, "loss": 1.7437, "theoretical_loss": 4.100318047273269, "tokens_seen": 350879744 }, { "epoch": 0.11, "learning_rate": 0.0009026880641925778, "loss": 1.7306, "theoretical_loss": 4.100231089555279, "tokens_seen": 350945280 }, { "epoch": 0.11, "learning_rate": 0.0009026680040120361, "loss": 1.6636, "theoretical_loss": 4.100144152620215, "tokens_seen": 351010816 }, { "epoch": 0.11, "learning_rate": 0.0009026479438314945, "loss": 1.675, "theoretical_loss": 4.100057236459235, "tokens_seen": 351076352 }, { "epoch": 0.11, "learning_rate": 0.0009026278836509528, "loss": 1.7887, "theoretical_loss": 4.099970341063495, "tokens_seen": 351141888 }, { "epoch": 0.11, "learning_rate": 0.0009026078234704113, "loss": 1.835, "theoretical_loss": 4.099883466424161, "tokens_seen": 351207424 }, { "epoch": 0.11, "learning_rate": 0.0009025877632898696, "loss": 1.6373, "theoretical_loss": 4.099796612532403, "tokens_seen": 351272960 }, { "epoch": 0.11, "learning_rate": 0.000902567703109328, "loss": 1.6707, "theoretical_loss": 4.099709779379397, "tokens_seen": 351338496 }, { "epoch": 0.11, "learning_rate": 0.0009025476429287863, "loss": 1.757, "theoretical_loss": 4.099622966956324, "tokens_seen": 351404032 }, { "epoch": 0.11, "learning_rate": 0.0009025275827482447, "loss": 1.688, "theoretical_loss": 4.09953617525437, "tokens_seen": 351469568 }, { "epoch": 0.11, "learning_rate": 0.0009025075225677031, "loss": 1.7404, "theoretical_loss": 4.0994494042647265, "tokens_seen": 351535104 }, { "epoch": 0.11, "learning_rate": 0.0009024874623871615, "loss": 1.648, "theoretical_loss": 4.099362653978591, "tokens_seen": 351600640 }, { "epoch": 0.11, "learning_rate": 0.0009024674022066198, "loss": 1.8621, "theoretical_loss": 4.0992759243871655, "tokens_seen": 351666176 }, { "epoch": 0.11, "learning_rate": 0.0009024473420260783, "loss": 1.6942, "theoretical_loss": 4.099189215481659, "tokens_seen": 351731712 }, { "epoch": 0.11, "learning_rate": 0.0009024272818455366, "loss": 1.7197, "theoretical_loss": 4.099102527253285, "tokens_seen": 351797248 }, { "epoch": 0.11, "learning_rate": 0.000902407221664995, "loss": 1.7993, "theoretical_loss": 4.09901585969326, "tokens_seen": 351862784 }, { "epoch": 0.11, "learning_rate": 0.0009023871614844535, "loss": 1.7709, "theoretical_loss": 4.098929212792811, "tokens_seen": 351928320 }, { "epoch": 0.11, "learning_rate": 0.0009023671013039117, "loss": 1.7283, "theoretical_loss": 4.098842586543165, "tokens_seen": 351993856 }, { "epoch": 0.11, "learning_rate": 0.0009023470411233702, "loss": 1.7918, "theoretical_loss": 4.098755980935557, "tokens_seen": 352059392 }, { "epoch": 0.11, "learning_rate": 0.0009023269809428285, "loss": 1.7396, "theoretical_loss": 4.098669395961229, "tokens_seen": 352124928 }, { "epoch": 0.11, "learning_rate": 0.0009023069207622869, "loss": 1.7039, "theoretical_loss": 4.098582831611425, "tokens_seen": 352190464 }, { "epoch": 0.11, "learning_rate": 0.0009022868605817453, "loss": 1.6457, "theoretical_loss": 4.098496287877395, "tokens_seen": 352256000 }, { "epoch": 0.11, "learning_rate": 0.0009022668004012036, "loss": 1.7406, "theoretical_loss": 4.0984097647503965, "tokens_seen": 352321536 }, { "epoch": 0.11, "learning_rate": 0.000902246740220662, "loss": 1.6913, "theoretical_loss": 4.09832326222169, "tokens_seen": 352387072 }, { "epoch": 0.11, "learning_rate": 0.0009022266800401205, "loss": 1.8149, "theoretical_loss": 4.098236780282543, "tokens_seen": 352452608 }, { "epoch": 0.11, "learning_rate": 0.0009022066198595787, "loss": 1.6853, "theoretical_loss": 4.098150318924227, "tokens_seen": 352518144 }, { "epoch": 0.11, "learning_rate": 0.0009021865596790372, "loss": 1.7264, "theoretical_loss": 4.09806387813802, "tokens_seen": 352583680 }, { "epoch": 0.11, "learning_rate": 0.0009021664994984954, "loss": 1.7176, "theoretical_loss": 4.097977457915205, "tokens_seen": 352649216 }, { "epoch": 0.11, "learning_rate": 0.0009021464393179539, "loss": 1.7579, "theoretical_loss": 4.097891058247068, "tokens_seen": 352714752 }, { "epoch": 0.11, "learning_rate": 0.0009021263791374123, "loss": 1.6048, "theoretical_loss": 4.097804679124906, "tokens_seen": 352780288 }, { "epoch": 0.11, "learning_rate": 0.0009021063189568706, "loss": 1.6215, "theoretical_loss": 4.0977183205400145, "tokens_seen": 352845824 }, { "epoch": 0.11, "learning_rate": 0.000902086258776329, "loss": 1.6109, "theoretical_loss": 4.097631982483699, "tokens_seen": 352911360 }, { "epoch": 0.11, "learning_rate": 0.0009020661985957875, "loss": 1.7666, "theoretical_loss": 4.097545664947268, "tokens_seen": 352976896 }, { "epoch": 0.11, "learning_rate": 0.0009020461384152457, "loss": 1.6963, "theoretical_loss": 4.097459367922037, "tokens_seen": 353042432 }, { "epoch": 0.11, "learning_rate": 0.0009020260782347042, "loss": 1.7839, "theoretical_loss": 4.097373091399324, "tokens_seen": 353107968 }, { "epoch": 0.11, "learning_rate": 0.0009020060180541625, "loss": 1.7953, "theoretical_loss": 4.097286835370456, "tokens_seen": 353173504 }, { "epoch": 0.11, "learning_rate": 0.0009019859578736209, "loss": 1.5052, "theoretical_loss": 4.097200599826763, "tokens_seen": 353239040 }, { "epoch": 0.11, "learning_rate": 0.0009019658976930793, "loss": 1.8183, "theoretical_loss": 4.09711438475958, "tokens_seen": 353304576 }, { "epoch": 0.11, "learning_rate": 0.0009019458375125376, "loss": 1.7284, "theoretical_loss": 4.097028190160249, "tokens_seen": 353370112 }, { "epoch": 0.11, "learning_rate": 0.000901925777331996, "loss": 1.7696, "theoretical_loss": 4.096942016020115, "tokens_seen": 353435648 }, { "epoch": 0.11, "learning_rate": 0.0009019057171514544, "loss": 1.8074, "theoretical_loss": 4.096855862330531, "tokens_seen": 353501184 }, { "epoch": 0.11, "learning_rate": 0.0009018856569709127, "loss": 1.6989, "theoretical_loss": 4.096769729082853, "tokens_seen": 353566720 }, { "epoch": 0.11, "learning_rate": 0.0009018655967903712, "loss": 1.7032, "theoretical_loss": 4.096683616268442, "tokens_seen": 353632256 }, { "epoch": 0.11, "learning_rate": 0.0009018455366098295, "loss": 1.7195, "theoretical_loss": 4.096597523878667, "tokens_seen": 353697792 }, { "epoch": 0.11, "learning_rate": 0.0009018254764292879, "loss": 1.8013, "theoretical_loss": 4.096511451904899, "tokens_seen": 353763328 }, { "epoch": 0.11, "learning_rate": 0.0009018054162487463, "loss": 1.687, "theoretical_loss": 4.096425400338516, "tokens_seen": 353828864 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.49126100540161133, "objective/train/docs_used": 135614, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4353805780410767, "objective/train/original_loss": 1.435380458831787, "objective/train/theoretical_loss": 4.096339369170902, "objective/train/tokens_used": 374354400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24204039573669434, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503566265106201, "objective/train/weighted_lm_loss": 1.5078595876693726, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.096339369170902, "tokens_seen": 353894400 }, { "epoch": 0.11, "learning_rate": 0.0009017853560682047, "loss": 1.669, "theoretical_loss": 4.096339369170902, "tokens_seen": 353894400 }, { "epoch": 0.11, "learning_rate": 0.000901765295887663, "loss": 1.7519, "theoretical_loss": 4.096253358393445, "tokens_seen": 353959936 }, { "epoch": 0.11, "learning_rate": 0.0009017452357071214, "loss": 1.7505, "theoretical_loss": 4.096167367997538, "tokens_seen": 354025472 }, { "epoch": 0.11, "learning_rate": 0.0009017251755265797, "loss": 1.731, "theoretical_loss": 4.0960813979745785, "tokens_seen": 354091008 }, { "epoch": 0.11, "learning_rate": 0.0009017051153460382, "loss": 1.749, "theoretical_loss": 4.095995448315972, "tokens_seen": 354156544 }, { "epoch": 0.11, "learning_rate": 0.0009016850551654965, "loss": 1.7191, "theoretical_loss": 4.095909519013127, "tokens_seen": 354222080 }, { "epoch": 0.11, "learning_rate": 0.0009016649949849549, "loss": 1.7147, "theoretical_loss": 4.095823610057458, "tokens_seen": 354287616 }, { "epoch": 0.11, "learning_rate": 0.0009016449348044132, "loss": 1.7708, "theoretical_loss": 4.0957377214403845, "tokens_seen": 354353152 }, { "epoch": 0.11, "learning_rate": 0.0009016248746238717, "loss": 1.6917, "theoretical_loss": 4.095651853153331, "tokens_seen": 354418688 }, { "epoch": 0.11, "learning_rate": 0.00090160481444333, "loss": 1.7711, "theoretical_loss": 4.095566005187729, "tokens_seen": 354484224 }, { "epoch": 0.11, "learning_rate": 0.0009015847542627884, "loss": 1.7752, "theoretical_loss": 4.095480177535011, "tokens_seen": 354549760 }, { "epoch": 0.11, "learning_rate": 0.0009015646940822467, "loss": 1.7135, "theoretical_loss": 4.095394370186619, "tokens_seen": 354615296 }, { "epoch": 0.11, "learning_rate": 0.0009015446339017051, "loss": 1.7425, "theoretical_loss": 4.095308583133997, "tokens_seen": 354680832 }, { "epoch": 0.11, "learning_rate": 0.0009015245737211635, "loss": 1.7808, "theoretical_loss": 4.095222816368597, "tokens_seen": 354746368 }, { "epoch": 0.11, "learning_rate": 0.0009015045135406219, "loss": 1.8011, "theoretical_loss": 4.095137069881876, "tokens_seen": 354811904 }, { "epoch": 0.11, "learning_rate": 0.0009014844533600802, "loss": 1.736, "theoretical_loss": 4.095051343665292, "tokens_seen": 354877440 }, { "epoch": 0.11, "learning_rate": 0.0009014643931795387, "loss": 1.7026, "theoretical_loss": 4.094965637710314, "tokens_seen": 354942976 }, { "epoch": 0.11, "learning_rate": 0.000901444332998997, "loss": 1.7112, "theoretical_loss": 4.094879952008412, "tokens_seen": 355008512 }, { "epoch": 0.11, "learning_rate": 0.0009014242728184554, "loss": 1.8059, "theoretical_loss": 4.094794286551062, "tokens_seen": 355074048 }, { "epoch": 0.11, "learning_rate": 0.0009014042126379138, "loss": 1.6808, "theoretical_loss": 4.094708641329748, "tokens_seen": 355139584 }, { "epoch": 0.11, "learning_rate": 0.0009013841524573721, "loss": 1.7377, "theoretical_loss": 4.094623016335954, "tokens_seen": 355205120 }, { "epoch": 0.11, "learning_rate": 0.0009013640922768305, "loss": 1.7313, "theoretical_loss": 4.094537411561174, "tokens_seen": 355270656 }, { "epoch": 0.11, "learning_rate": 0.000901344032096289, "loss": 1.6661, "theoretical_loss": 4.094451826996904, "tokens_seen": 355336192 }, { "epoch": 0.11, "learning_rate": 0.0009013239719157472, "loss": 1.702, "theoretical_loss": 4.094366262634647, "tokens_seen": 355401728 }, { "epoch": 0.11, "learning_rate": 0.0009013039117352057, "loss": 1.8119, "theoretical_loss": 4.094280718465911, "tokens_seen": 355467264 }, { "epoch": 0.11, "learning_rate": 0.0009012838515546639, "loss": 1.7697, "theoretical_loss": 4.094195194482207, "tokens_seen": 355532800 }, { "epoch": 0.11, "learning_rate": 0.0009012637913741224, "loss": 1.7872, "theoretical_loss": 4.0941096906750545, "tokens_seen": 355598336 }, { "epoch": 0.11, "learning_rate": 0.0009012437311935808, "loss": 1.7232, "theoretical_loss": 4.094024207035974, "tokens_seen": 355663872 }, { "epoch": 0.11, "learning_rate": 0.0009012236710130391, "loss": 1.6203, "theoretical_loss": 4.093938743556496, "tokens_seen": 355729408 }, { "epoch": 0.11, "learning_rate": 0.0009012036108324975, "loss": 1.6374, "theoretical_loss": 4.093853300228152, "tokens_seen": 355794944 }, { "epoch": 0.11, "learning_rate": 0.0009011835506519558, "loss": 1.7938, "theoretical_loss": 4.09376787704248, "tokens_seen": 355860480 }, { "epoch": 0.11, "learning_rate": 0.0009011634904714142, "loss": 1.7368, "theoretical_loss": 4.0936824739910245, "tokens_seen": 355926016 }, { "epoch": 0.11, "learning_rate": 0.0009011434302908727, "loss": 1.6517, "theoretical_loss": 4.093597091065333, "tokens_seen": 355991552 }, { "epoch": 0.11, "learning_rate": 0.0009011233701103309, "loss": 1.7932, "theoretical_loss": 4.09351172825696, "tokens_seen": 356057088 }, { "epoch": 0.11, "learning_rate": 0.0009011033099297894, "loss": 1.6453, "theoretical_loss": 4.093426385557462, "tokens_seen": 356122624 }, { "epoch": 0.11, "learning_rate": 0.0009010832497492478, "loss": 1.7598, "theoretical_loss": 4.093341062958405, "tokens_seen": 356188160 }, { "epoch": 0.11, "learning_rate": 0.0009010631895687061, "loss": 1.6493, "theoretical_loss": 4.093255760451357, "tokens_seen": 356253696 }, { "epoch": 0.11, "learning_rate": 0.0009010431293881645, "loss": 1.7055, "theoretical_loss": 4.093170478027892, "tokens_seen": 356319232 }, { "epoch": 0.11, "learning_rate": 0.0009010230692076229, "loss": 1.698, "theoretical_loss": 4.093085215679588, "tokens_seen": 356384768 }, { "epoch": 0.11, "learning_rate": 0.0009010030090270812, "loss": 1.7086, "theoretical_loss": 4.0929999733980305, "tokens_seen": 356450304 }, { "epoch": 0.11, "learning_rate": 0.0009009829488465397, "loss": 1.6501, "theoretical_loss": 4.092914751174808, "tokens_seen": 356515840 }, { "epoch": 0.11, "learning_rate": 0.0009009628886659979, "loss": 1.7705, "theoretical_loss": 4.092829549001514, "tokens_seen": 356581376 }, { "epoch": 0.11, "learning_rate": 0.0009009428284854564, "loss": 1.7081, "theoretical_loss": 4.0927443668697485, "tokens_seen": 356646912 }, { "epoch": 0.11, "learning_rate": 0.0009009227683049147, "loss": 1.7028, "theoretical_loss": 4.092659204771116, "tokens_seen": 356712448 }, { "epoch": 0.11, "learning_rate": 0.0009009027081243731, "loss": 1.7112, "theoretical_loss": 4.092574062697225, "tokens_seen": 356777984 }, { "epoch": 0.11, "learning_rate": 0.0009008826479438316, "loss": 1.6097, "theoretical_loss": 4.092488940639691, "tokens_seen": 356843520 }, { "epoch": 0.11, "learning_rate": 0.0009008625877632899, "loss": 1.705, "theoretical_loss": 4.0924038385901325, "tokens_seen": 356909056 }, { "epoch": 0.11, "learning_rate": 0.0009008425275827483, "loss": 1.7643, "theoretical_loss": 4.092318756540174, "tokens_seen": 356974592 }, { "epoch": 0.11, "learning_rate": 0.0009008224674022067, "loss": 1.6911, "theoretical_loss": 4.092233694481447, "tokens_seen": 357040128 }, { "epoch": 0.11, "learning_rate": 0.000900802407221665, "loss": 1.6974, "theoretical_loss": 4.092148652405584, "tokens_seen": 357105664 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.4929529130458832, "objective/train/docs_used": 136331, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7153905630111694, "objective/train/original_loss": 1.715390682220459, "objective/train/theoretical_loss": 4.092063630304224, "objective/train/tokens_used": 377631200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24330100417137146, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505321025848389, "objective/train/weighted_lm_loss": 1.8019219636917114, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.092063630304224, "tokens_seen": 357171200 }, { "epoch": 0.11, "learning_rate": 0.0009007823470411234, "loss": 1.803, "theoretical_loss": 4.092063630304224, "tokens_seen": 357171200 }, { "epoch": 0.11, "learning_rate": 0.0009007622868605818, "loss": 1.8053, "theoretical_loss": 4.091978628169015, "tokens_seen": 357236736 }, { "epoch": 0.11, "learning_rate": 0.0009007422266800401, "loss": 1.799, "theoretical_loss": 4.091893645991604, "tokens_seen": 357302272 }, { "epoch": 0.11, "learning_rate": 0.0009007221664994986, "loss": 1.7151, "theoretical_loss": 4.091808683763646, "tokens_seen": 357367808 }, { "epoch": 0.11, "learning_rate": 0.0009007021063189569, "loss": 1.8246, "theoretical_loss": 4.091723741476802, "tokens_seen": 357433344 }, { "epoch": 0.11, "learning_rate": 0.0009006820461384153, "loss": 1.7746, "theoretical_loss": 4.091638819122735, "tokens_seen": 357498880 }, { "epoch": 0.11, "learning_rate": 0.0009006619859578736, "loss": 1.6607, "theoretical_loss": 4.091553916693115, "tokens_seen": 357564416 }, { "epoch": 0.11, "learning_rate": 0.0009006419257773321, "loss": 1.6609, "theoretical_loss": 4.091469034179619, "tokens_seen": 357629952 }, { "epoch": 0.11, "learning_rate": 0.0009006218655967904, "loss": 1.5002, "theoretical_loss": 4.0913841715739245, "tokens_seen": 357695488 }, { "epoch": 0.11, "learning_rate": 0.0009006018054162488, "loss": 1.6997, "theoretical_loss": 4.091299328867717, "tokens_seen": 357761024 }, { "epoch": 0.11, "learning_rate": 0.0009005817452357071, "loss": 1.7176, "theoretical_loss": 4.091214506052687, "tokens_seen": 357826560 }, { "epoch": 0.11, "learning_rate": 0.0009005616850551655, "loss": 1.5455, "theoretical_loss": 4.091129703120528, "tokens_seen": 357892096 }, { "epoch": 0.11, "learning_rate": 0.0009005416248746239, "loss": 1.6436, "theoretical_loss": 4.09104492006294, "tokens_seen": 357957632 }, { "epoch": 0.11, "learning_rate": 0.0009005215646940823, "loss": 1.6813, "theoretical_loss": 4.090960156871628, "tokens_seen": 358023168 }, { "epoch": 0.11, "learning_rate": 0.0009005015045135406, "loss": 1.5725, "theoretical_loss": 4.090875413538302, "tokens_seen": 358088704 }, { "epoch": 0.11, "learning_rate": 0.0009004814443329991, "loss": 1.8228, "theoretical_loss": 4.090790690054677, "tokens_seen": 358154240 }, { "epoch": 0.11, "learning_rate": 0.0009004613841524574, "loss": 1.6769, "theoretical_loss": 4.0907059864124715, "tokens_seen": 358219776 }, { "epoch": 0.11, "learning_rate": 0.0009004413239719158, "loss": 1.815, "theoretical_loss": 4.090621302603411, "tokens_seen": 358285312 }, { "epoch": 0.11, "learning_rate": 0.0009004212637913742, "loss": 1.7456, "theoretical_loss": 4.090536638619224, "tokens_seen": 358350848 }, { "epoch": 0.11, "learning_rate": 0.0009004012036108325, "loss": 1.6841, "theoretical_loss": 4.090451994451647, "tokens_seen": 358416384 }, { "epoch": 0.11, "learning_rate": 0.0009003811434302909, "loss": 1.7235, "theoretical_loss": 4.090367370092419, "tokens_seen": 358481920 }, { "epoch": 0.11, "learning_rate": 0.0009003610832497493, "loss": 1.6922, "theoretical_loss": 4.090282765533283, "tokens_seen": 358547456 }, { "epoch": 0.11, "learning_rate": 0.0009003410230692076, "loss": 1.5614, "theoretical_loss": 4.090198180765989, "tokens_seen": 358612992 }, { "epoch": 0.11, "learning_rate": 0.0009003209628886661, "loss": 1.738, "theoretical_loss": 4.090113615782292, "tokens_seen": 358678528 }, { "epoch": 0.11, "learning_rate": 0.0009003009027081243, "loss": 1.6384, "theoretical_loss": 4.0900290705739515, "tokens_seen": 358744064 }, { "epoch": 0.11, "learning_rate": 0.0009002808425275828, "loss": 1.8113, "theoretical_loss": 4.089944545132731, "tokens_seen": 358809600 }, { "epoch": 0.11, "learning_rate": 0.0009002607823470412, "loss": 1.667, "theoretical_loss": 4.0898600394504, "tokens_seen": 358875136 }, { "epoch": 0.11, "learning_rate": 0.0009002407221664995, "loss": 1.7378, "theoretical_loss": 4.089775553518733, "tokens_seen": 358940672 }, { "epoch": 0.11, "learning_rate": 0.0009002206619859579, "loss": 1.7439, "theoretical_loss": 4.089691087329507, "tokens_seen": 359006208 }, { "epoch": 0.11, "learning_rate": 0.0009002006018054162, "loss": 1.6211, "theoretical_loss": 4.089606640874509, "tokens_seen": 359071744 }, { "epoch": 0.11, "learning_rate": 0.0009001805416248746, "loss": 1.688, "theoretical_loss": 4.089522214145525, "tokens_seen": 359137280 }, { "epoch": 0.11, "learning_rate": 0.0009001604814443331, "loss": 1.7826, "theoretical_loss": 4.089437807134351, "tokens_seen": 359202816 }, { "epoch": 0.11, "learning_rate": 0.0009001404212637913, "loss": 1.8018, "theoretical_loss": 4.0893534198327846, "tokens_seen": 359268352 }, { "epoch": 0.11, "learning_rate": 0.0009001203610832498, "loss": 1.6606, "theoretical_loss": 4.0892690522326305, "tokens_seen": 359333888 }, { "epoch": 0.11, "learning_rate": 0.0009001003009027082, "loss": 1.7576, "theoretical_loss": 4.089184704325695, "tokens_seen": 359399424 }, { "epoch": 0.11, "learning_rate": 0.0009000802407221665, "loss": 1.6624, "theoretical_loss": 4.089100376103794, "tokens_seen": 359464960 }, { "epoch": 0.11, "learning_rate": 0.0009000601805416249, "loss": 1.7172, "theoretical_loss": 4.0890160675587435, "tokens_seen": 359530496 }, { "epoch": 0.11, "learning_rate": 0.0009000401203610833, "loss": 1.7355, "theoretical_loss": 4.088931778682369, "tokens_seen": 359596032 }, { "epoch": 0.11, "learning_rate": 0.0009000200601805416, "loss": 1.6584, "theoretical_loss": 4.088847509466497, "tokens_seen": 359661568 }, { "epoch": 0.11, "learning_rate": 0.0009000000000000001, "loss": 1.6495, "theoretical_loss": 4.088763259902961, "tokens_seen": 359727104 }, { "epoch": 0.11, "learning_rate": 0.0008999799398194583, "loss": 1.6659, "theoretical_loss": 4.088679029983599, "tokens_seen": 359792640 }, { "epoch": 0.11, "learning_rate": 0.0008999598796389168, "loss": 1.6201, "theoretical_loss": 4.088594819700253, "tokens_seen": 359858176 }, { "epoch": 0.11, "learning_rate": 0.0008999398194583751, "loss": 1.8343, "theoretical_loss": 4.088510629044771, "tokens_seen": 359923712 }, { "epoch": 0.11, "learning_rate": 0.0008999197592778335, "loss": 1.6573, "theoretical_loss": 4.088426458009005, "tokens_seen": 359989248 }, { "epoch": 0.11, "learning_rate": 0.0008998996990972919, "loss": 1.7296, "theoretical_loss": 4.0883423065848135, "tokens_seen": 360054784 }, { "epoch": 0.11, "learning_rate": 0.0008998796389167503, "loss": 1.7597, "theoretical_loss": 4.088258174764058, "tokens_seen": 360120320 }, { "epoch": 0.11, "learning_rate": 0.0008998595787362086, "loss": 1.62, "theoretical_loss": 4.088174062538605, "tokens_seen": 360185856 }, { "epoch": 0.11, "learning_rate": 0.0008998395185556671, "loss": 1.7132, "theoretical_loss": 4.088089969900327, "tokens_seen": 360251392 }, { "epoch": 0.11, "learning_rate": 0.0008998194583751253, "loss": 1.8231, "theoretical_loss": 4.088005896841102, "tokens_seen": 360316928 }, { "epoch": 0.11, "learning_rate": 0.0008997993981945838, "loss": 1.77, "theoretical_loss": 4.087921843352808, "tokens_seen": 360382464 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.49181121587753296, "objective/train/docs_used": 137426, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.762984037399292, "objective/train/original_loss": 1.7629839181900024, "objective/train/theoretical_loss": 4.087837809427334, "objective/train/tokens_used": 380908000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2422368824481964, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504125356674194, "objective/train/weighted_lm_loss": 1.8516653776168823, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.087837809427334, "tokens_seen": 360448000 }, { "epoch": 0.11, "learning_rate": 0.0008997793380140421, "loss": 1.8454, "theoretical_loss": 4.087837809427334, "tokens_seen": 360448000 }, { "epoch": 0.11, "learning_rate": 0.0008997592778335005, "loss": 1.7136, "theoretical_loss": 4.087753795056573, "tokens_seen": 360513536 }, { "epoch": 0.11, "learning_rate": 0.0008997392176529589, "loss": 1.6479, "theoretical_loss": 4.087669800232417, "tokens_seen": 360579072 }, { "epoch": 0.11, "learning_rate": 0.0008997191574724173, "loss": 1.6049, "theoretical_loss": 4.08758582494677, "tokens_seen": 360644608 }, { "epoch": 0.11, "learning_rate": 0.0008996990972918756, "loss": 1.7941, "theoretical_loss": 4.087501869191536, "tokens_seen": 360710144 }, { "epoch": 0.11, "learning_rate": 0.000899679037111334, "loss": 1.793, "theoretical_loss": 4.087417932958627, "tokens_seen": 360775680 }, { "epoch": 0.11, "learning_rate": 0.0008996589769307924, "loss": 1.6668, "theoretical_loss": 4.087334016239957, "tokens_seen": 360841216 }, { "epoch": 0.11, "learning_rate": 0.0008996389167502508, "loss": 1.5709, "theoretical_loss": 4.0872501190274475, "tokens_seen": 360906752 }, { "epoch": 0.11, "learning_rate": 0.0008996188565697091, "loss": 1.6844, "theoretical_loss": 4.087166241313023, "tokens_seen": 360972288 }, { "epoch": 0.11, "learning_rate": 0.0008995987963891675, "loss": 1.7546, "theoretical_loss": 4.087082383088613, "tokens_seen": 361037824 }, { "epoch": 0.11, "learning_rate": 0.0008995787362086258, "loss": 1.7811, "theoretical_loss": 4.086998544346152, "tokens_seen": 361103360 }, { "epoch": 0.11, "learning_rate": 0.0008995586760280843, "loss": 1.845, "theoretical_loss": 4.08691472507758, "tokens_seen": 361168896 }, { "epoch": 0.11, "learning_rate": 0.0008995386158475426, "loss": 1.744, "theoretical_loss": 4.086830925274842, "tokens_seen": 361234432 }, { "epoch": 0.11, "learning_rate": 0.000899518555667001, "loss": 1.7291, "theoretical_loss": 4.086747144929885, "tokens_seen": 361299968 }, { "epoch": 0.11, "learning_rate": 0.0008994984954864594, "loss": 1.6854, "theoretical_loss": 4.086663384034664, "tokens_seen": 361365504 }, { "epoch": 0.11, "learning_rate": 0.0008994784353059178, "loss": 1.712, "theoretical_loss": 4.086579642581138, "tokens_seen": 361431040 }, { "epoch": 0.11, "learning_rate": 0.0008994583751253761, "loss": 1.6976, "theoretical_loss": 4.08649592056127, "tokens_seen": 361496576 }, { "epoch": 0.11, "learning_rate": 0.0008994383149448346, "loss": 1.8639, "theoretical_loss": 4.086412217967028, "tokens_seen": 361562112 }, { "epoch": 0.11, "learning_rate": 0.0008994182547642928, "loss": 1.8171, "theoretical_loss": 4.086328534790384, "tokens_seen": 361627648 }, { "epoch": 0.11, "learning_rate": 0.0008993981945837513, "loss": 1.6998, "theoretical_loss": 4.086244871023318, "tokens_seen": 361693184 }, { "epoch": 0.11, "learning_rate": 0.0008993781344032097, "loss": 1.7485, "theoretical_loss": 4.086161226657811, "tokens_seen": 361758720 }, { "epoch": 0.11, "learning_rate": 0.000899358074222668, "loss": 1.6268, "theoretical_loss": 4.086077601685851, "tokens_seen": 361824256 }, { "epoch": 0.11, "learning_rate": 0.0008993380140421265, "loss": 1.6268, "theoretical_loss": 4.085993996099428, "tokens_seen": 361889792 }, { "epoch": 0.11, "learning_rate": 0.0008993179538615847, "loss": 1.5707, "theoretical_loss": 4.085910409890541, "tokens_seen": 361955328 }, { "epoch": 0.11, "learning_rate": 0.0008992978936810432, "loss": 1.7354, "theoretical_loss": 4.085826843051191, "tokens_seen": 362020864 }, { "epoch": 0.11, "learning_rate": 0.0008992778335005016, "loss": 1.7003, "theoretical_loss": 4.0857432955733834, "tokens_seen": 362086400 }, { "epoch": 0.11, "learning_rate": 0.0008992577733199599, "loss": 1.794, "theoretical_loss": 4.085659767449131, "tokens_seen": 362151936 }, { "epoch": 0.11, "learning_rate": 0.0008992377131394183, "loss": 1.832, "theoretical_loss": 4.0855762586704465, "tokens_seen": 362217472 }, { "epoch": 0.11, "learning_rate": 0.0008992176529588766, "loss": 1.7118, "theoretical_loss": 4.0854927692293534, "tokens_seen": 362283008 }, { "epoch": 0.11, "learning_rate": 0.000899197592778335, "loss": 1.661, "theoretical_loss": 4.085409299117876, "tokens_seen": 362348544 }, { "epoch": 0.11, "learning_rate": 0.0008991775325977935, "loss": 1.7882, "theoretical_loss": 4.0853258483280435, "tokens_seen": 362414080 }, { "epoch": 0.11, "learning_rate": 0.0008991574724172517, "loss": 1.6931, "theoretical_loss": 4.085242416851891, "tokens_seen": 362479616 }, { "epoch": 0.11, "learning_rate": 0.0008991374122367102, "loss": 1.6965, "theoretical_loss": 4.085159004681458, "tokens_seen": 362545152 }, { "epoch": 0.11, "learning_rate": 0.0008991173520561686, "loss": 1.7359, "theoretical_loss": 4.085075611808788, "tokens_seen": 362610688 }, { "epoch": 0.11, "learning_rate": 0.0008990972918756269, "loss": 1.6945, "theoretical_loss": 4.084992238225931, "tokens_seen": 362676224 }, { "epoch": 0.11, "learning_rate": 0.0008990772316950853, "loss": 1.7613, "theoretical_loss": 4.08490888392494, "tokens_seen": 362741760 }, { "epoch": 0.11, "learning_rate": 0.0008990571715145437, "loss": 1.7596, "theoretical_loss": 4.084825548897873, "tokens_seen": 362807296 }, { "epoch": 0.11, "learning_rate": 0.000899037111334002, "loss": 1.7875, "theoretical_loss": 4.084742233136794, "tokens_seen": 362872832 }, { "epoch": 0.11, "learning_rate": 0.0008990170511534605, "loss": 1.7156, "theoretical_loss": 4.084658936633769, "tokens_seen": 362938368 }, { "epoch": 0.11, "learning_rate": 0.0008989969909729187, "loss": 1.8888, "theoretical_loss": 4.084575659380871, "tokens_seen": 363003904 }, { "epoch": 0.11, "learning_rate": 0.0008989769307923772, "loss": 1.7725, "theoretical_loss": 4.084492401370177, "tokens_seen": 363069440 }, { "epoch": 0.11, "learning_rate": 0.0008989568706118355, "loss": 1.796, "theoretical_loss": 4.0844091625937695, "tokens_seen": 363134976 }, { "epoch": 0.11, "learning_rate": 0.0008989368104312939, "loss": 1.7835, "theoretical_loss": 4.084325943043734, "tokens_seen": 363200512 }, { "epoch": 0.11, "learning_rate": 0.0008989167502507523, "loss": 1.7005, "theoretical_loss": 4.084242742712163, "tokens_seen": 363266048 }, { "epoch": 0.11, "learning_rate": 0.0008988966900702107, "loss": 1.7358, "theoretical_loss": 4.08415956159115, "tokens_seen": 363331584 }, { "epoch": 0.11, "learning_rate": 0.000898876629889669, "loss": 1.7673, "theoretical_loss": 4.084076399672798, "tokens_seen": 363397120 }, { "epoch": 0.11, "learning_rate": 0.0008988565697091275, "loss": 1.6401, "theoretical_loss": 4.08399325694921, "tokens_seen": 363462656 }, { "epoch": 0.11, "learning_rate": 0.0008988365095285857, "loss": 1.7859, "theoretical_loss": 4.0839101334124965, "tokens_seen": 363528192 }, { "epoch": 0.11, "learning_rate": 0.0008988164493480442, "loss": 1.6849, "theoretical_loss": 4.083827029054773, "tokens_seen": 363593728 }, { "epoch": 0.11, "learning_rate": 0.0008987963891675025, "loss": 1.7831, "theoretical_loss": 4.083743943868157, "tokens_seen": 363659264 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.49359139800071716, "objective/train/docs_used": 138686, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7015258073806763, "objective/train/original_loss": 1.7015259265899658, "objective/train/theoretical_loss": 4.083660877844774, "objective/train/tokens_used": 384184800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438880205154419, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505989789962769, "objective/train/weighted_lm_loss": 1.7876434326171875, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.083660877844774, "tokens_seen": 363724800 }, { "epoch": 0.11, "learning_rate": 0.0008987763289869609, "loss": 1.7741, "theoretical_loss": 4.083660877844774, "tokens_seen": 363724800 }, { "epoch": 0.11, "learning_rate": 0.0008987562688064193, "loss": 1.7944, "theoretical_loss": 4.0835778309767505, "tokens_seen": 363790336 }, { "epoch": 0.11, "learning_rate": 0.0008987362086258777, "loss": 1.6954, "theoretical_loss": 4.0834948032562215, "tokens_seen": 363855872 }, { "epoch": 0.11, "learning_rate": 0.000898716148445336, "loss": 1.8153, "theoretical_loss": 4.083411794675324, "tokens_seen": 363921408 }, { "epoch": 0.11, "learning_rate": 0.0008986960882647944, "loss": 1.7651, "theoretical_loss": 4.083328805226199, "tokens_seen": 363986944 }, { "epoch": 0.11, "learning_rate": 0.0008986760280842528, "loss": 1.6811, "theoretical_loss": 4.083245834900996, "tokens_seen": 364052480 }, { "epoch": 0.11, "learning_rate": 0.0008986559679037112, "loss": 1.755, "theoretical_loss": 4.083162883691864, "tokens_seen": 364118016 }, { "epoch": 0.11, "learning_rate": 0.0008986359077231695, "loss": 1.7445, "theoretical_loss": 4.083079951590962, "tokens_seen": 364183552 }, { "epoch": 0.11, "learning_rate": 0.0008986158475426279, "loss": 1.8182, "theoretical_loss": 4.08299703859045, "tokens_seen": 364249088 }, { "epoch": 0.11, "learning_rate": 0.0008985957873620862, "loss": 1.6772, "theoretical_loss": 4.082914144682492, "tokens_seen": 364314624 }, { "epoch": 0.11, "learning_rate": 0.0008985757271815447, "loss": 1.7932, "theoretical_loss": 4.082831269859261, "tokens_seen": 364380160 }, { "epoch": 0.11, "learning_rate": 0.000898555667001003, "loss": 1.8315, "theoretical_loss": 4.082748414112929, "tokens_seen": 364445696 }, { "epoch": 0.11, "learning_rate": 0.0008985356068204614, "loss": 1.6778, "theoretical_loss": 4.082665577435677, "tokens_seen": 364511232 }, { "epoch": 0.11, "learning_rate": 0.0008985155466399198, "loss": 1.7543, "theoretical_loss": 4.082582759819688, "tokens_seen": 364576768 }, { "epoch": 0.11, "learning_rate": 0.0008984954864593782, "loss": 1.6663, "theoretical_loss": 4.0824999612571515, "tokens_seen": 364642304 }, { "epoch": 0.11, "learning_rate": 0.0008984754262788365, "loss": 1.7071, "theoretical_loss": 4.082417181740261, "tokens_seen": 364707840 }, { "epoch": 0.11, "learning_rate": 0.000898455366098295, "loss": 1.6863, "theoretical_loss": 4.082334421261213, "tokens_seen": 364773376 }, { "epoch": 0.11, "learning_rate": 0.0008984353059177532, "loss": 1.6753, "theoretical_loss": 4.082251679812211, "tokens_seen": 364838912 }, { "epoch": 0.11, "learning_rate": 0.0008984152457372117, "loss": 1.7689, "theoretical_loss": 4.082168957385462, "tokens_seen": 364904448 }, { "epoch": 0.11, "learning_rate": 0.00089839518555667, "loss": 1.8623, "theoretical_loss": 4.082086253973177, "tokens_seen": 364969984 }, { "epoch": 0.11, "learning_rate": 0.0008983751253761284, "loss": 1.78, "theoretical_loss": 4.082003569567573, "tokens_seen": 365035520 }, { "epoch": 0.11, "learning_rate": 0.0008983550651955868, "loss": 1.6577, "theoretical_loss": 4.08192090416087, "tokens_seen": 365101056 }, { "epoch": 0.11, "learning_rate": 0.0008983350050150451, "loss": 1.7802, "theoretical_loss": 4.081838257745293, "tokens_seen": 365166592 }, { "epoch": 0.11, "learning_rate": 0.0008983149448345035, "loss": 1.7077, "theoretical_loss": 4.081755630313074, "tokens_seen": 365232128 }, { "epoch": 0.11, "learning_rate": 0.000898294884653962, "loss": 1.6648, "theoretical_loss": 4.081673021856445, "tokens_seen": 365297664 }, { "epoch": 0.11, "learning_rate": 0.0008982748244734202, "loss": 1.7078, "theoretical_loss": 4.081590432367647, "tokens_seen": 365363200 }, { "epoch": 0.11, "learning_rate": 0.0008982547642928787, "loss": 1.6293, "theoretical_loss": 4.081507861838922, "tokens_seen": 365428736 }, { "epoch": 0.11, "learning_rate": 0.0008982347041123369, "loss": 1.6485, "theoretical_loss": 4.08142531026252, "tokens_seen": 365494272 }, { "epoch": 0.11, "learning_rate": 0.0008982146439317954, "loss": 1.7936, "theoretical_loss": 4.081342777630692, "tokens_seen": 365559808 }, { "epoch": 0.11, "learning_rate": 0.0008981945837512538, "loss": 1.6933, "theoretical_loss": 4.081260263935697, "tokens_seen": 365625344 }, { "epoch": 0.11, "learning_rate": 0.0008981745235707121, "loss": 1.7872, "theoretical_loss": 4.081177769169795, "tokens_seen": 365690880 }, { "epoch": 0.11, "learning_rate": 0.0008981544633901705, "loss": 1.6915, "theoretical_loss": 4.081095293325253, "tokens_seen": 365756416 }, { "epoch": 0.11, "learning_rate": 0.000898134403209629, "loss": 1.6843, "theoretical_loss": 4.081012836394344, "tokens_seen": 365821952 }, { "epoch": 0.11, "learning_rate": 0.0008981143430290872, "loss": 1.7095, "theoretical_loss": 4.0809303983693415, "tokens_seen": 365887488 }, { "epoch": 0.11, "learning_rate": 0.0008980942828485457, "loss": 1.6318, "theoretical_loss": 4.080847979242526, "tokens_seen": 365953024 }, { "epoch": 0.11, "learning_rate": 0.0008980742226680039, "loss": 1.7328, "theoretical_loss": 4.080765579006181, "tokens_seen": 366018560 }, { "epoch": 0.11, "learning_rate": 0.0008980541624874624, "loss": 1.7227, "theoretical_loss": 4.080683197652597, "tokens_seen": 366084096 }, { "epoch": 0.11, "learning_rate": 0.0008980341023069208, "loss": 1.7973, "theoretical_loss": 4.080600835174067, "tokens_seen": 366149632 }, { "epoch": 0.11, "learning_rate": 0.0008980140421263791, "loss": 1.7067, "theoretical_loss": 4.0805184915628905, "tokens_seen": 366215168 }, { "epoch": 0.11, "learning_rate": 0.0008979939819458375, "loss": 1.724, "theoretical_loss": 4.080436166811368, "tokens_seen": 366280704 }, { "epoch": 0.11, "learning_rate": 0.0008979739217652959, "loss": 1.6432, "theoretical_loss": 4.080353860911808, "tokens_seen": 366346240 }, { "epoch": 0.11, "learning_rate": 0.0008979538615847542, "loss": 1.7096, "theoretical_loss": 4.080271573856523, "tokens_seen": 366411776 }, { "epoch": 0.11, "learning_rate": 0.0008979338014042127, "loss": 1.7991, "theoretical_loss": 4.080189305637827, "tokens_seen": 366477312 }, { "epoch": 0.11, "learning_rate": 0.000897913741223671, "loss": 1.6541, "theoretical_loss": 4.080107056248043, "tokens_seen": 366542848 }, { "epoch": 0.11, "learning_rate": 0.0008978936810431294, "loss": 1.7085, "theoretical_loss": 4.0800248256794935, "tokens_seen": 366608384 }, { "epoch": 0.11, "learning_rate": 0.0008978736208625879, "loss": 1.7117, "theoretical_loss": 4.07994261392451, "tokens_seen": 366673920 }, { "epoch": 0.11, "learning_rate": 0.0008978535606820461, "loss": 1.8144, "theoretical_loss": 4.079860420975429, "tokens_seen": 366739456 }, { "epoch": 0.11, "learning_rate": 0.0008978335005015046, "loss": 1.8416, "theoretical_loss": 4.079778246824585, "tokens_seen": 366804992 }, { "epoch": 0.11, "learning_rate": 0.0008978134403209629, "loss": 1.7117, "theoretical_loss": 4.0796960914643225, "tokens_seen": 366870528 }, { "epoch": 0.11, "learning_rate": 0.0008977933801404213, "loss": 1.9746, "theoretical_loss": 4.079613954886991, "tokens_seen": 366936064 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.4951712489128113, "objective/train/docs_used": 139849, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7049927711486816, "objective/train/original_loss": 1.7049928903579712, "objective/train/theoretical_loss": 4.07953183708494, "objective/train/tokens_used": 387461600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2454361617565155, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507649183273315, "objective/train/weighted_lm_loss": 1.7913212776184082, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.07953183708494, "tokens_seen": 367001600 }, { "epoch": 0.11, "learning_rate": 0.0008977733199598797, "loss": 1.7663, "theoretical_loss": 4.07953183708494, "tokens_seen": 367001600 }, { "epoch": 0.11, "learning_rate": 0.0008977532597793381, "loss": 1.7864, "theoretical_loss": 4.0794497380505295, "tokens_seen": 367067136 }, { "epoch": 0.11, "learning_rate": 0.0008977331995987964, "loss": 1.7711, "theoretical_loss": 4.0793676577761175, "tokens_seen": 367132672 }, { "epoch": 0.11, "learning_rate": 0.0008977131394182548, "loss": 1.7033, "theoretical_loss": 4.079285596254071, "tokens_seen": 367198208 }, { "epoch": 0.11, "learning_rate": 0.0008976930792377132, "loss": 1.7523, "theoretical_loss": 4.079203553476759, "tokens_seen": 367263744 }, { "epoch": 0.11, "learning_rate": 0.0008976730190571716, "loss": 1.7355, "theoretical_loss": 4.0791215294365575, "tokens_seen": 367329280 }, { "epoch": 0.11, "learning_rate": 0.0008976529588766299, "loss": 1.7067, "theoretical_loss": 4.079039524125845, "tokens_seen": 367394816 }, { "epoch": 0.11, "learning_rate": 0.0008976328986960883, "loss": 1.8486, "theoretical_loss": 4.078957537537004, "tokens_seen": 367460352 }, { "epoch": 0.11, "learning_rate": 0.0008976128385155466, "loss": 1.7477, "theoretical_loss": 4.078875569662424, "tokens_seen": 367525888 }, { "epoch": 0.11, "learning_rate": 0.0008975927783350051, "loss": 1.6189, "theoretical_loss": 4.078793620494497, "tokens_seen": 367591424 }, { "epoch": 0.11, "learning_rate": 0.0008975727181544634, "loss": 1.6504, "theoretical_loss": 4.078711690025619, "tokens_seen": 367656960 }, { "epoch": 0.11, "learning_rate": 0.0008975526579739218, "loss": 1.8155, "theoretical_loss": 4.0786297782481915, "tokens_seen": 367722496 }, { "epoch": 0.11, "learning_rate": 0.0008975325977933802, "loss": 1.7302, "theoretical_loss": 4.07854788515462, "tokens_seen": 367788032 }, { "epoch": 0.11, "learning_rate": 0.0008975125376128386, "loss": 1.6967, "theoretical_loss": 4.078466010737316, "tokens_seen": 367853568 }, { "epoch": 0.11, "learning_rate": 0.0008974924774322969, "loss": 1.6561, "theoretical_loss": 4.078384154988692, "tokens_seen": 367919104 }, { "epoch": 0.11, "learning_rate": 0.0008974724172517554, "loss": 1.7334, "theoretical_loss": 4.078302317901168, "tokens_seen": 367984640 }, { "epoch": 0.11, "learning_rate": 0.0008974523570712136, "loss": 1.7801, "theoretical_loss": 4.078220499467168, "tokens_seen": 368050176 }, { "epoch": 0.11, "learning_rate": 0.0008974322968906721, "loss": 1.7574, "theoretical_loss": 4.078138699679119, "tokens_seen": 368115712 }, { "epoch": 0.11, "learning_rate": 0.0008974122367101304, "loss": 1.7281, "theoretical_loss": 4.0780569185294535, "tokens_seen": 368181248 }, { "epoch": 0.11, "learning_rate": 0.0008973921765295888, "loss": 1.5919, "theoretical_loss": 4.077975156010609, "tokens_seen": 368246784 }, { "epoch": 0.11, "learning_rate": 0.0008973721163490472, "loss": 1.8051, "theoretical_loss": 4.077893412115025, "tokens_seen": 368312320 }, { "epoch": 0.11, "learning_rate": 0.0008973520561685055, "loss": 1.7476, "theoretical_loss": 4.077811686835148, "tokens_seen": 368377856 }, { "epoch": 0.11, "learning_rate": 0.0008973319959879639, "loss": 1.6414, "theoretical_loss": 4.077729980163428, "tokens_seen": 368443392 }, { "epoch": 0.11, "learning_rate": 0.0008973119358074224, "loss": 1.6917, "theoretical_loss": 4.07764829209232, "tokens_seen": 368508928 }, { "epoch": 0.11, "learning_rate": 0.0008972918756268806, "loss": 1.6509, "theoretical_loss": 4.077566622614281, "tokens_seen": 368574464 }, { "epoch": 0.11, "learning_rate": 0.0008972718154463391, "loss": 1.5947, "theoretical_loss": 4.077484971721775, "tokens_seen": 368640000 }, { "epoch": 0.11, "learning_rate": 0.0008972517552657973, "loss": 1.6623, "theoretical_loss": 4.07740333940727, "tokens_seen": 368705536 }, { "epoch": 0.11, "learning_rate": 0.0008972316950852558, "loss": 1.8069, "theoretical_loss": 4.077321725663237, "tokens_seen": 368771072 }, { "epoch": 0.11, "learning_rate": 0.0008972116349047142, "loss": 1.7939, "theoretical_loss": 4.077240130482153, "tokens_seen": 368836608 }, { "epoch": 0.11, "learning_rate": 0.0008971915747241725, "loss": 1.7251, "theoretical_loss": 4.077158553856497, "tokens_seen": 368902144 }, { "epoch": 0.11, "learning_rate": 0.0008971715145436309, "loss": 1.7161, "theoretical_loss": 4.077076995778757, "tokens_seen": 368967680 }, { "epoch": 0.11, "learning_rate": 0.0008971514543630894, "loss": 1.8689, "theoretical_loss": 4.076995456241421, "tokens_seen": 369033216 }, { "epoch": 0.11, "learning_rate": 0.0008971313941825476, "loss": 1.7164, "theoretical_loss": 4.076913935236982, "tokens_seen": 369098752 }, { "epoch": 0.11, "learning_rate": 0.0008971113340020061, "loss": 1.8138, "theoretical_loss": 4.076832432757939, "tokens_seen": 369164288 }, { "epoch": 0.11, "learning_rate": 0.0008970912738214643, "loss": 1.703, "theoretical_loss": 4.0767509487967954, "tokens_seen": 369229824 }, { "epoch": 0.11, "learning_rate": 0.0008970712136409228, "loss": 1.6488, "theoretical_loss": 4.076669483346056, "tokens_seen": 369295360 }, { "epoch": 0.11, "learning_rate": 0.0008970511534603812, "loss": 1.6958, "theoretical_loss": 4.076588036398235, "tokens_seen": 369360896 }, { "epoch": 0.11, "learning_rate": 0.0008970310932798395, "loss": 1.6487, "theoretical_loss": 4.076506607945845, "tokens_seen": 369426432 }, { "epoch": 0.11, "learning_rate": 0.0008970110330992979, "loss": 1.7663, "theoretical_loss": 4.076425197981408, "tokens_seen": 369491968 }, { "epoch": 0.11, "learning_rate": 0.0008969909729187563, "loss": 1.7376, "theoretical_loss": 4.076343806497446, "tokens_seen": 369557504 }, { "epoch": 0.11, "learning_rate": 0.0008969709127382146, "loss": 1.6712, "theoretical_loss": 4.076262433486491, "tokens_seen": 369623040 }, { "epoch": 0.11, "learning_rate": 0.0008969508525576731, "loss": 1.79, "theoretical_loss": 4.076181078941074, "tokens_seen": 369688576 }, { "epoch": 0.11, "learning_rate": 0.0008969307923771313, "loss": 1.8104, "theoretical_loss": 4.076099742853732, "tokens_seen": 369754112 }, { "epoch": 0.11, "learning_rate": 0.0008969107321965898, "loss": 1.7615, "theoretical_loss": 4.076018425217009, "tokens_seen": 369819648 }, { "epoch": 0.11, "learning_rate": 0.0008968906720160481, "loss": 1.6527, "theoretical_loss": 4.075937126023448, "tokens_seen": 369885184 }, { "epoch": 0.11, "learning_rate": 0.0008968706118355065, "loss": 1.6824, "theoretical_loss": 4.075855845265602, "tokens_seen": 369950720 }, { "epoch": 0.11, "learning_rate": 0.0008968505516549649, "loss": 1.6784, "theoretical_loss": 4.075774582936024, "tokens_seen": 370016256 }, { "epoch": 0.11, "learning_rate": 0.0008968304914744233, "loss": 1.737, "theoretical_loss": 4.075693339027274, "tokens_seen": 370081792 }, { "epoch": 0.11, "learning_rate": 0.0008968104312938816, "loss": 1.7294, "theoretical_loss": 4.075612113531915, "tokens_seen": 370147328 }, { "epoch": 0.11, "learning_rate": 0.0008967903711133401, "loss": 1.7808, "theoretical_loss": 4.0755309064425145, "tokens_seen": 370212864 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.48967820405960083, "objective/train/docs_used": 141078, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6121673583984375, "objective/train/original_loss": 1.6121673583984375, "objective/train/theoretical_loss": 4.0754497177516456, "objective/train/tokens_used": 390738400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24023215472698212, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501888990402222, "objective/train/weighted_lm_loss": 1.6929486989974976, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.0754497177516456, "tokens_seen": 370278400 }, { "epoch": 0.11, "learning_rate": 0.0008967703109327984, "loss": 1.6428, "theoretical_loss": 4.0754497177516456, "tokens_seen": 370278400 }, { "epoch": 0.11, "learning_rate": 0.0008967502507522568, "loss": 1.7115, "theoretical_loss": 4.075368547451882, "tokens_seen": 370343936 }, { "epoch": 0.11, "learning_rate": 0.0008967301905717151, "loss": 1.6581, "theoretical_loss": 4.075287395535807, "tokens_seen": 370409472 }, { "epoch": 0.11, "learning_rate": 0.0008967101303911736, "loss": 1.6987, "theoretical_loss": 4.075206261996005, "tokens_seen": 370475008 }, { "epoch": 0.11, "learning_rate": 0.0008966900702106319, "loss": 1.8119, "theoretical_loss": 4.075125146825064, "tokens_seen": 370540544 }, { "epoch": 0.11, "learning_rate": 0.0008966700100300903, "loss": 1.6419, "theoretical_loss": 4.0750440500155785, "tokens_seen": 370606080 }, { "epoch": 0.11, "learning_rate": 0.0008966499498495486, "loss": 1.7411, "theoretical_loss": 4.074962971560145, "tokens_seen": 370671616 }, { "epoch": 0.11, "learning_rate": 0.000896629889669007, "loss": 1.6313, "theoretical_loss": 4.074881911451368, "tokens_seen": 370737152 }, { "epoch": 0.11, "learning_rate": 0.0008966098294884654, "loss": 1.7241, "theoretical_loss": 4.074800869681852, "tokens_seen": 370802688 }, { "epoch": 0.11, "learning_rate": 0.0008965897693079238, "loss": 1.7189, "theoretical_loss": 4.074719846244209, "tokens_seen": 370868224 }, { "epoch": 0.11, "learning_rate": 0.0008965697091273821, "loss": 1.6872, "theoretical_loss": 4.074638841131052, "tokens_seen": 370933760 }, { "epoch": 0.11, "learning_rate": 0.0008965496489468406, "loss": 1.7023, "theoretical_loss": 4.074557854335002, "tokens_seen": 370999296 }, { "epoch": 0.11, "learning_rate": 0.0008965295887662988, "loss": 1.7682, "theoretical_loss": 4.074476885848682, "tokens_seen": 371064832 }, { "epoch": 0.11, "learning_rate": 0.0008965095285857573, "loss": 1.7406, "theoretical_loss": 4.07439593566472, "tokens_seen": 371130368 }, { "epoch": 0.11, "learning_rate": 0.0008964894684052156, "loss": 1.7485, "theoretical_loss": 4.074315003775746, "tokens_seen": 371195904 }, { "epoch": 0.11, "learning_rate": 0.000896469408224674, "loss": 1.7826, "theoretical_loss": 4.0742340901744, "tokens_seen": 371261440 }, { "epoch": 0.11, "learning_rate": 0.0008964493480441324, "loss": 1.7554, "theoretical_loss": 4.07415319485332, "tokens_seen": 371326976 }, { "epoch": 0.11, "learning_rate": 0.0008964292878635908, "loss": 1.701, "theoretical_loss": 4.074072317805152, "tokens_seen": 371392512 }, { "epoch": 0.11, "learning_rate": 0.0008964092276830491, "loss": 1.7843, "theoretical_loss": 4.073991459022544, "tokens_seen": 371458048 }, { "epoch": 0.11, "learning_rate": 0.0008963891675025076, "loss": 1.6254, "theoretical_loss": 4.07391061849815, "tokens_seen": 371523584 }, { "epoch": 0.11, "learning_rate": 0.0008963691073219659, "loss": 1.6961, "theoretical_loss": 4.073829796224628, "tokens_seen": 371589120 }, { "epoch": 0.11, "learning_rate": 0.0008963490471414243, "loss": 1.6637, "theoretical_loss": 4.0737489921946395, "tokens_seen": 371654656 }, { "epoch": 0.11, "learning_rate": 0.0008963289869608828, "loss": 1.6752, "theoretical_loss": 4.073668206400851, "tokens_seen": 371720192 }, { "epoch": 0.11, "learning_rate": 0.000896308926780341, "loss": 1.8764, "theoretical_loss": 4.073587438835932, "tokens_seen": 371785728 }, { "epoch": 0.11, "learning_rate": 0.0008962888665997995, "loss": 1.8139, "theoretical_loss": 4.073506689492557, "tokens_seen": 371851264 }, { "epoch": 0.11, "learning_rate": 0.0008962688064192577, "loss": 1.7659, "theoretical_loss": 4.073425958363406, "tokens_seen": 371916800 }, { "epoch": 0.11, "learning_rate": 0.0008962487462387162, "loss": 1.8909, "theoretical_loss": 4.0733452454411605, "tokens_seen": 371982336 }, { "epoch": 0.11, "learning_rate": 0.0008962286860581746, "loss": 1.6557, "theoretical_loss": 4.073264550718509, "tokens_seen": 372047872 }, { "epoch": 0.11, "learning_rate": 0.0008962086258776329, "loss": 1.6719, "theoretical_loss": 4.0731838741881425, "tokens_seen": 372113408 }, { "epoch": 0.11, "learning_rate": 0.0008961885656970913, "loss": 1.7788, "theoretical_loss": 4.073103215842757, "tokens_seen": 372178944 }, { "epoch": 0.11, "learning_rate": 0.0008961685055165498, "loss": 1.8669, "theoretical_loss": 4.0730225756750515, "tokens_seen": 372244480 }, { "epoch": 0.11, "learning_rate": 0.000896148445336008, "loss": 1.7435, "theoretical_loss": 4.072941953677732, "tokens_seen": 372310016 }, { "epoch": 0.11, "learning_rate": 0.0008961283851554665, "loss": 1.5605, "theoretical_loss": 4.072861349843505, "tokens_seen": 372375552 }, { "epoch": 0.11, "learning_rate": 0.0008961083249749247, "loss": 1.7418, "theoretical_loss": 4.072780764165083, "tokens_seen": 372441088 }, { "epoch": 0.11, "learning_rate": 0.0008960882647943832, "loss": 1.7104, "theoretical_loss": 4.072700196635185, "tokens_seen": 372506624 }, { "epoch": 0.11, "learning_rate": 0.0008960682046138416, "loss": 1.8206, "theoretical_loss": 4.07261964724653, "tokens_seen": 372572160 }, { "epoch": 0.11, "learning_rate": 0.0008960481444332999, "loss": 1.7754, "theoretical_loss": 4.072539115991844, "tokens_seen": 372637696 }, { "epoch": 0.11, "learning_rate": 0.0008960280842527583, "loss": 1.6862, "theoretical_loss": 4.072458602863856, "tokens_seen": 372703232 }, { "epoch": 0.11, "learning_rate": 0.0008960080240722167, "loss": 1.7193, "theoretical_loss": 4.072378107855299, "tokens_seen": 372768768 }, { "epoch": 0.11, "learning_rate": 0.000895987963891675, "loss": 1.6753, "theoretical_loss": 4.0722976309589125, "tokens_seen": 372834304 }, { "epoch": 0.11, "learning_rate": 0.0008959679037111335, "loss": 1.705, "theoretical_loss": 4.072217172167436, "tokens_seen": 372899840 }, { "epoch": 0.11, "learning_rate": 0.0008959478435305918, "loss": 1.5978, "theoretical_loss": 4.072136731473618, "tokens_seen": 372965376 }, { "epoch": 0.11, "learning_rate": 0.0008959277833500502, "loss": 1.6881, "theoretical_loss": 4.0720563088702075, "tokens_seen": 373030912 }, { "epoch": 0.11, "learning_rate": 0.0008959077231695085, "loss": 1.8104, "theoretical_loss": 4.0719759043499595, "tokens_seen": 373096448 }, { "epoch": 0.11, "learning_rate": 0.0008958876629889669, "loss": 1.6941, "theoretical_loss": 4.071895517905633, "tokens_seen": 373161984 }, { "epoch": 0.11, "learning_rate": 0.0008958676028084253, "loss": 1.6762, "theoretical_loss": 4.071815149529988, "tokens_seen": 373227520 }, { "epoch": 0.11, "learning_rate": 0.0008958475426278837, "loss": 1.6635, "theoretical_loss": 4.071734799215796, "tokens_seen": 373293056 }, { "epoch": 0.11, "learning_rate": 0.000895827482447342, "loss": 1.6936, "theoretical_loss": 4.071654466955825, "tokens_seen": 373358592 }, { "epoch": 0.11, "learning_rate": 0.0008958074222668005, "loss": 1.698, "theoretical_loss": 4.071574152742851, "tokens_seen": 373424128 }, { "epoch": 0.11, "learning_rate": 0.0008957873620862588, "loss": 1.5491, "theoretical_loss": 4.071493856569655, "tokens_seen": 373489664 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.4907689690589905, "objective/train/docs_used": 142333, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7129801511764526, "objective/train/original_loss": 1.7129802703857422, "objective/train/theoretical_loss": 4.071413578429017, "objective/train/tokens_used": 394015200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24147610366344452, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503044128417969, "objective/train/weighted_lm_loss": 1.7990201711654663, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.071413578429017, "tokens_seen": 373555200 }, { "epoch": 0.11, "learning_rate": 0.0008957673019057172, "loss": 1.7972, "theoretical_loss": 4.071413578429017, "tokens_seen": 373555200 }, { "epoch": 0.11, "learning_rate": 0.0008957472417251755, "loss": 1.6007, "theoretical_loss": 4.071333318313728, "tokens_seen": 373620736 }, { "epoch": 0.11, "learning_rate": 0.000895727181544634, "loss": 1.7788, "theoretical_loss": 4.07125307621658, "tokens_seen": 373686272 }, { "epoch": 0.11, "learning_rate": 0.0008957071213640923, "loss": 1.8137, "theoretical_loss": 4.071172852130368, "tokens_seen": 373751808 }, { "epoch": 0.11, "learning_rate": 0.0008956870611835507, "loss": 1.7266, "theoretical_loss": 4.071092646047892, "tokens_seen": 373817344 }, { "epoch": 0.11, "learning_rate": 0.000895667001003009, "loss": 1.7166, "theoretical_loss": 4.071012457961956, "tokens_seen": 373882880 }, { "epoch": 0.11, "learning_rate": 0.0008956469408224674, "loss": 1.5693, "theoretical_loss": 4.07093228786537, "tokens_seen": 373948416 }, { "epoch": 0.11, "learning_rate": 0.0008956268806419258, "loss": 1.7416, "theoretical_loss": 4.070852135750946, "tokens_seen": 374013952 }, { "epoch": 0.11, "learning_rate": 0.0008956068204613842, "loss": 1.7768, "theoretical_loss": 4.0707720016115, "tokens_seen": 374079488 }, { "epoch": 0.11, "learning_rate": 0.0008955867602808425, "loss": 1.6761, "theoretical_loss": 4.070691885439854, "tokens_seen": 374145024 }, { "epoch": 0.11, "learning_rate": 0.000895566700100301, "loss": 1.6422, "theoretical_loss": 4.070611787228832, "tokens_seen": 374210560 }, { "epoch": 0.11, "learning_rate": 0.0008955466399197592, "loss": 1.7156, "theoretical_loss": 4.0705317069712645, "tokens_seen": 374276096 }, { "epoch": 0.11, "learning_rate": 0.0008955265797392177, "loss": 1.6769, "theoretical_loss": 4.0704516446599825, "tokens_seen": 374341632 }, { "epoch": 0.11, "learning_rate": 0.000895506519558676, "loss": 1.7857, "theoretical_loss": 4.070371600287826, "tokens_seen": 374407168 }, { "epoch": 0.11, "learning_rate": 0.0008954864593781344, "loss": 1.647, "theoretical_loss": 4.070291573847635, "tokens_seen": 374472704 }, { "epoch": 0.11, "learning_rate": 0.0008954663991975928, "loss": 1.7466, "theoretical_loss": 4.070211565332255, "tokens_seen": 374538240 }, { "epoch": 0.11, "learning_rate": 0.0008954463390170512, "loss": 1.8851, "theoretical_loss": 4.070131574734536, "tokens_seen": 374603776 }, { "epoch": 0.11, "learning_rate": 0.0008954262788365095, "loss": 1.7502, "theoretical_loss": 4.070051602047332, "tokens_seen": 374669312 }, { "epoch": 0.11, "learning_rate": 0.000895406218655968, "loss": 1.7069, "theoretical_loss": 4.069971647263501, "tokens_seen": 374734848 }, { "epoch": 0.11, "learning_rate": 0.0008953861584754262, "loss": 1.743, "theoretical_loss": 4.069891710375904, "tokens_seen": 374800384 }, { "epoch": 0.11, "learning_rate": 0.0008953660982948847, "loss": 1.7041, "theoretical_loss": 4.069811791377409, "tokens_seen": 374865920 }, { "epoch": 0.11, "learning_rate": 0.000895346038114343, "loss": 1.6945, "theoretical_loss": 4.0697318902608846, "tokens_seen": 374931456 }, { "epoch": 0.11, "learning_rate": 0.0008953259779338014, "loss": 1.685, "theoretical_loss": 4.069652007019204, "tokens_seen": 374996992 }, { "epoch": 0.11, "learning_rate": 0.0008953059177532598, "loss": 1.6655, "theoretical_loss": 4.069572141645249, "tokens_seen": 375062528 }, { "epoch": 0.11, "learning_rate": 0.0008952858575727181, "loss": 1.743, "theoretical_loss": 4.0694922941319, "tokens_seen": 375128064 }, { "epoch": 0.11, "learning_rate": 0.0008952657973921765, "loss": 1.743, "theoretical_loss": 4.069412464472042, "tokens_seen": 375193600 }, { "epoch": 0.11, "learning_rate": 0.000895245737211635, "loss": 1.7983, "theoretical_loss": 4.069332652658567, "tokens_seen": 375259136 }, { "epoch": 0.11, "learning_rate": 0.0008952256770310932, "loss": 1.6777, "theoretical_loss": 4.069252858684371, "tokens_seen": 375324672 }, { "epoch": 0.11, "learning_rate": 0.0008952056168505517, "loss": 1.8022, "theoretical_loss": 4.069173082542351, "tokens_seen": 375390208 }, { "epoch": 0.11, "learning_rate": 0.0008951855566700101, "loss": 1.8357, "theoretical_loss": 4.069093324225411, "tokens_seen": 375455744 }, { "epoch": 0.11, "learning_rate": 0.0008951654964894684, "loss": 1.7366, "theoretical_loss": 4.0690135837264565, "tokens_seen": 375521280 }, { "epoch": 0.11, "learning_rate": 0.0008951454363089268, "loss": 1.8672, "theoretical_loss": 4.068933861038399, "tokens_seen": 375586816 }, { "epoch": 0.11, "learning_rate": 0.0008951253761283851, "loss": 1.7984, "theoretical_loss": 4.068854156154154, "tokens_seen": 375652352 }, { "epoch": 0.11, "learning_rate": 0.0008951053159478435, "loss": 1.8244, "theoretical_loss": 4.068774469066639, "tokens_seen": 375717888 }, { "epoch": 0.11, "learning_rate": 0.000895085255767302, "loss": 1.6594, "theoretical_loss": 4.068694799768779, "tokens_seen": 375783424 }, { "epoch": 0.11, "learning_rate": 0.0008950651955867602, "loss": 1.7258, "theoretical_loss": 4.0686151482535, "tokens_seen": 375848960 }, { "epoch": 0.11, "learning_rate": 0.0008950451354062187, "loss": 1.7146, "theoretical_loss": 4.068535514513734, "tokens_seen": 375914496 }, { "epoch": 0.11, "learning_rate": 0.000895025075225677, "loss": 1.6562, "theoretical_loss": 4.068455898542414, "tokens_seen": 375980032 }, { "epoch": 0.11, "learning_rate": 0.0008950050150451354, "loss": 1.8663, "theoretical_loss": 4.068376300332482, "tokens_seen": 376045568 }, { "epoch": 0.11, "learning_rate": 0.0008949849548645938, "loss": 1.8702, "theoretical_loss": 4.06829671987688, "tokens_seen": 376111104 }, { "epoch": 0.11, "learning_rate": 0.0008949648946840522, "loss": 1.6686, "theoretical_loss": 4.068217157168556, "tokens_seen": 376176640 }, { "epoch": 0.11, "learning_rate": 0.0008949448345035105, "loss": 1.7105, "theoretical_loss": 4.06813761220046, "tokens_seen": 376242176 }, { "epoch": 0.11, "learning_rate": 0.0008949247743229689, "loss": 1.7407, "theoretical_loss": 4.068058084965549, "tokens_seen": 376307712 }, { "epoch": 0.11, "learning_rate": 0.0008949047141424272, "loss": 1.6749, "theoretical_loss": 4.067978575456781, "tokens_seen": 376373248 }, { "epoch": 0.11, "learning_rate": 0.0008948846539618857, "loss": 1.7597, "theoretical_loss": 4.06789908366712, "tokens_seen": 376438784 }, { "epoch": 0.11, "learning_rate": 0.0008948645937813441, "loss": 1.7951, "theoretical_loss": 4.067819609589533, "tokens_seen": 376504320 }, { "epoch": 0.11, "learning_rate": 0.0008948445336008024, "loss": 1.7017, "theoretical_loss": 4.067740153216993, "tokens_seen": 376569856 }, { "epoch": 0.11, "learning_rate": 0.0008948244734202609, "loss": 1.6655, "theoretical_loss": 4.067660714542473, "tokens_seen": 376635392 }, { "epoch": 0.11, "learning_rate": 0.0008948044132397192, "loss": 1.9055, "theoretical_loss": 4.067581293558955, "tokens_seen": 376700928 }, { "epoch": 0.11, "learning_rate": 0.0008947843530591776, "loss": 1.7544, "theoretical_loss": 4.06750189025942, "tokens_seen": 376766464 }, { "epoch": 0.11, "objective/train/advantage_avg": 0.49255064129829407, "objective/train/docs_used": 143470, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6976510286331177, "objective/train/original_loss": 1.6976510286331177, "objective/train/theoretical_loss": 4.067422504636857, "objective/train/tokens_used": 397292000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24296031892299652, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050490140914917, "objective/train/weighted_lm_loss": 1.7832144498825073, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.067422504636857, "tokens_seen": 376832000 }, { "epoch": 0.11, "learning_rate": 0.0008947642928786359, "loss": 1.7729, "theoretical_loss": 4.067422504636857, "tokens_seen": 376832000 }, { "epoch": 0.11, "learning_rate": 0.0008947442326980944, "loss": 1.8275, "theoretical_loss": 4.067343136684259, "tokens_seen": 376897536 }, { "epoch": 0.11, "learning_rate": 0.0008947241725175527, "loss": 1.6847, "theoretical_loss": 4.0672637863946175, "tokens_seen": 376963072 }, { "epoch": 0.11, "learning_rate": 0.0008947041123370111, "loss": 1.6855, "theoretical_loss": 4.067184453760936, "tokens_seen": 377028608 }, { "epoch": 0.11, "learning_rate": 0.0008946840521564694, "loss": 1.7641, "theoretical_loss": 4.067105138776214, "tokens_seen": 377094144 }, { "epoch": 0.11, "learning_rate": 0.0008946639919759278, "loss": 1.6745, "theoretical_loss": 4.067025841433463, "tokens_seen": 377159680 }, { "epoch": 0.11, "learning_rate": 0.0008946439317953862, "loss": 1.6787, "theoretical_loss": 4.0669465617256915, "tokens_seen": 377225216 }, { "epoch": 0.11, "learning_rate": 0.0008946238716148446, "loss": 1.6579, "theoretical_loss": 4.066867299645916, "tokens_seen": 377290752 }, { "epoch": 0.11, "learning_rate": 0.0008946038114343029, "loss": 1.6609, "theoretical_loss": 4.066788055187156, "tokens_seen": 377356288 }, { "epoch": 0.11, "learning_rate": 0.0008945837512537614, "loss": 1.6764, "theoretical_loss": 4.066708828342435, "tokens_seen": 377421824 }, { "epoch": 0.11, "learning_rate": 0.0008945636910732196, "loss": 1.7242, "theoretical_loss": 4.06662961910478, "tokens_seen": 377487360 }, { "epoch": 0.11, "learning_rate": 0.0008945436308926781, "loss": 1.7348, "theoretical_loss": 4.066550427467221, "tokens_seen": 377552896 }, { "epoch": 0.11, "learning_rate": 0.0008945235707121364, "loss": 1.5869, "theoretical_loss": 4.066471253422796, "tokens_seen": 377618432 }, { "epoch": 0.11, "learning_rate": 0.0008945035105315948, "loss": 1.6576, "theoretical_loss": 4.066392096964542, "tokens_seen": 377683968 }, { "epoch": 0.11, "learning_rate": 0.0008944834503510532, "loss": 1.7433, "theoretical_loss": 4.066312958085503, "tokens_seen": 377749504 }, { "epoch": 0.11, "learning_rate": 0.0008944633901705116, "loss": 1.5885, "theoretical_loss": 4.066233836778727, "tokens_seen": 377815040 }, { "epoch": 0.11, "learning_rate": 0.0008944433299899699, "loss": 1.656, "theoretical_loss": 4.066154733037264, "tokens_seen": 377880576 }, { "epoch": 0.11, "learning_rate": 0.0008944232698094284, "loss": 1.6272, "theoretical_loss": 4.066075646854169, "tokens_seen": 377946112 }, { "epoch": 0.11, "learning_rate": 0.0008944032096288866, "loss": 1.8592, "theoretical_loss": 4.065996578222502, "tokens_seen": 378011648 }, { "epoch": 0.11, "learning_rate": 0.0008943831494483451, "loss": 1.7786, "theoretical_loss": 4.065917527135325, "tokens_seen": 378077184 }, { "epoch": 0.11, "learning_rate": 0.0008943630892678035, "loss": 1.6858, "theoretical_loss": 4.065838493585705, "tokens_seen": 378142720 }, { "epoch": 0.11, "learning_rate": 0.0008943430290872618, "loss": 1.9012, "theoretical_loss": 4.065759477566714, "tokens_seen": 378208256 }, { "epoch": 0.11, "learning_rate": 0.0008943229689067202, "loss": 1.604, "theoretical_loss": 4.065680479071426, "tokens_seen": 378273792 }, { "epoch": 0.11, "learning_rate": 0.0008943029087261785, "loss": 1.7117, "theoretical_loss": 4.065601498092919, "tokens_seen": 378339328 }, { "epoch": 0.11, "learning_rate": 0.0008942828485456369, "loss": 1.6169, "theoretical_loss": 4.065522534624276, "tokens_seen": 378404864 }, { "epoch": 0.11, "learning_rate": 0.0008942627883650954, "loss": 1.6878, "theoretical_loss": 4.065443588658584, "tokens_seen": 378470400 }, { "epoch": 0.11, "learning_rate": 0.0008942427281845536, "loss": 1.6946, "theoretical_loss": 4.0653646601889335, "tokens_seen": 378535936 }, { "epoch": 0.11, "learning_rate": 0.0008942226680040121, "loss": 1.8113, "theoretical_loss": 4.065285749208419, "tokens_seen": 378601472 }, { "epoch": 0.11, "learning_rate": 0.0008942026078234705, "loss": 1.7916, "theoretical_loss": 4.065206855710139, "tokens_seen": 378667008 }, { "epoch": 0.11, "learning_rate": 0.0008941825476429288, "loss": 1.6653, "theoretical_loss": 4.065127979687195, "tokens_seen": 378732544 }, { "epoch": 0.11, "learning_rate": 0.0008941624874623872, "loss": 1.5783, "theoretical_loss": 4.065049121132693, "tokens_seen": 378798080 }, { "epoch": 0.11, "learning_rate": 0.0008941424272818455, "loss": 1.6457, "theoretical_loss": 4.064970280039745, "tokens_seen": 378863616 }, { "epoch": 0.11, "learning_rate": 0.0008941223671013039, "loss": 1.7093, "theoretical_loss": 4.0648914564014635, "tokens_seen": 378929152 }, { "epoch": 0.11, "learning_rate": 0.0008941023069207624, "loss": 1.6528, "theoretical_loss": 4.064812650210966, "tokens_seen": 378994688 }, { "epoch": 0.11, "learning_rate": 0.0008940822467402206, "loss": 1.753, "theoretical_loss": 4.0647338614613755, "tokens_seen": 379060224 }, { "epoch": 0.11, "learning_rate": 0.0008940621865596791, "loss": 1.6148, "theoretical_loss": 4.064655090145817, "tokens_seen": 379125760 }, { "epoch": 0.11, "learning_rate": 0.0008940421263791374, "loss": 1.6967, "theoretical_loss": 4.064576336257421, "tokens_seen": 379191296 }, { "epoch": 0.11, "learning_rate": 0.0008940220661985958, "loss": 1.6283, "theoretical_loss": 4.064497599789319, "tokens_seen": 379256832 }, { "epoch": 0.11, "learning_rate": 0.0008940020060180542, "loss": 1.6937, "theoretical_loss": 4.0644188807346495, "tokens_seen": 379322368 }, { "epoch": 0.11, "learning_rate": 0.0008939819458375126, "loss": 1.6933, "theoretical_loss": 4.064340179086555, "tokens_seen": 379387904 }, { "epoch": 0.11, "learning_rate": 0.0008939618856569709, "loss": 1.7946, "theoretical_loss": 4.0642614948381794, "tokens_seen": 379453440 }, { "epoch": 0.12, "learning_rate": 0.0008939418254764293, "loss": 1.8811, "theoretical_loss": 4.064182827982672, "tokens_seen": 379518976 }, { "epoch": 0.12, "learning_rate": 0.0008939217652958876, "loss": 1.6261, "theoretical_loss": 4.064104178513186, "tokens_seen": 379584512 }, { "epoch": 0.12, "learning_rate": 0.0008939017051153461, "loss": 1.624, "theoretical_loss": 4.064025546422878, "tokens_seen": 379650048 }, { "epoch": 0.12, "learning_rate": 0.0008938816449348044, "loss": 1.717, "theoretical_loss": 4.063946931704908, "tokens_seen": 379715584 }, { "epoch": 0.12, "learning_rate": 0.0008938615847542628, "loss": 1.8072, "theoretical_loss": 4.063868334352442, "tokens_seen": 379781120 }, { "epoch": 0.12, "learning_rate": 0.0008938415245737212, "loss": 1.7027, "theoretical_loss": 4.0637897543586465, "tokens_seen": 379846656 }, { "epoch": 0.12, "learning_rate": 0.0008938214643931796, "loss": 1.712, "theoretical_loss": 4.0637111917166955, "tokens_seen": 379912192 }, { "epoch": 0.12, "learning_rate": 0.0008938014042126379, "loss": 1.644, "theoretical_loss": 4.063632646419765, "tokens_seen": 379977728 }, { "epoch": 0.12, "learning_rate": 0.0008937813440320963, "loss": 1.7294, "theoretical_loss": 4.063554118461034, "tokens_seen": 380043264 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.4942775368690491, "objective/train/docs_used": 144698, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5595202445983887, "objective/train/original_loss": 1.5595201253890991, "objective/train/theoretical_loss": 4.063475607833687, "objective/train/tokens_used": 400568800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2447211593389511, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050671935081482, "objective/train/weighted_lm_loss": 1.6384665966033936, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.063475607833687, "tokens_seen": 380108800 }, { "epoch": 0.12, "learning_rate": 0.0008937612838515546, "loss": 1.6146, "theoretical_loss": 4.063475607833687, "tokens_seen": 380108800 }, { "epoch": 0.12, "learning_rate": 0.0008937412236710131, "loss": 1.7456, "theoretical_loss": 4.063397114530912, "tokens_seen": 380174336 }, { "epoch": 0.12, "learning_rate": 0.0008937211634904714, "loss": 1.69, "theoretical_loss": 4.0633186385458995, "tokens_seen": 380239872 }, { "epoch": 0.12, "learning_rate": 0.0008937011033099298, "loss": 1.687, "theoretical_loss": 4.063240179871846, "tokens_seen": 380305408 }, { "epoch": 0.12, "learning_rate": 0.0008936810431293881, "loss": 1.7677, "theoretical_loss": 4.063161738501951, "tokens_seen": 380370944 }, { "epoch": 0.12, "learning_rate": 0.0008936609829488466, "loss": 1.7485, "theoretical_loss": 4.0630833144294165, "tokens_seen": 380436480 }, { "epoch": 0.12, "learning_rate": 0.0008936409227683049, "loss": 1.6952, "theoretical_loss": 4.06300490764745, "tokens_seen": 380502016 }, { "epoch": 0.12, "learning_rate": 0.0008936208625877633, "loss": 1.7707, "theoretical_loss": 4.062926518149263, "tokens_seen": 380567552 }, { "epoch": 0.12, "learning_rate": 0.0008936008024072217, "loss": 1.6512, "theoretical_loss": 4.0628481459280685, "tokens_seen": 380633088 }, { "epoch": 0.12, "learning_rate": 0.00089358074222668, "loss": 1.5992, "theoretical_loss": 4.062769790977086, "tokens_seen": 380698624 }, { "epoch": 0.12, "learning_rate": 0.0008935606820461384, "loss": 1.6339, "theoretical_loss": 4.062691453289538, "tokens_seen": 380764160 }, { "epoch": 0.12, "learning_rate": 0.0008935406218655968, "loss": 1.7438, "theoretical_loss": 4.062613132858651, "tokens_seen": 380829696 }, { "epoch": 0.12, "learning_rate": 0.0008935205616850551, "loss": 1.7412, "theoretical_loss": 4.062534829677653, "tokens_seen": 380895232 }, { "epoch": 0.12, "learning_rate": 0.0008935005015045136, "loss": 1.6496, "theoretical_loss": 4.0624565437397795, "tokens_seen": 380960768 }, { "epoch": 0.12, "learning_rate": 0.0008934804413239719, "loss": 1.8742, "theoretical_loss": 4.0623782750382675, "tokens_seen": 381026304 }, { "epoch": 0.12, "learning_rate": 0.0008934603811434303, "loss": 1.761, "theoretical_loss": 4.062300023566358, "tokens_seen": 381091840 }, { "epoch": 0.12, "learning_rate": 0.0008934403209628887, "loss": 1.5984, "theoretical_loss": 4.062221789317297, "tokens_seen": 381157376 }, { "epoch": 0.12, "learning_rate": 0.000893420260782347, "loss": 1.68, "theoretical_loss": 4.0621435722843335, "tokens_seen": 381222912 }, { "epoch": 0.12, "learning_rate": 0.0008934002006018054, "loss": 1.6351, "theoretical_loss": 4.06206537246072, "tokens_seen": 381288448 }, { "epoch": 0.12, "learning_rate": 0.0008933801404212639, "loss": 1.6759, "theoretical_loss": 4.061987189839712, "tokens_seen": 381353984 }, { "epoch": 0.12, "learning_rate": 0.0008933600802407222, "loss": 1.7164, "theoretical_loss": 4.061909024414572, "tokens_seen": 381419520 }, { "epoch": 0.12, "learning_rate": 0.0008933400200601806, "loss": 1.8483, "theoretical_loss": 4.061830876178562, "tokens_seen": 381485056 }, { "epoch": 0.12, "learning_rate": 0.0008933199598796389, "loss": 1.6855, "theoretical_loss": 4.061752745124952, "tokens_seen": 381550592 }, { "epoch": 0.12, "learning_rate": 0.0008932998996990973, "loss": 1.5888, "theoretical_loss": 4.061674631247014, "tokens_seen": 381616128 }, { "epoch": 0.12, "learning_rate": 0.0008932798395185558, "loss": 1.6356, "theoretical_loss": 4.061596534538021, "tokens_seen": 381681664 }, { "epoch": 0.12, "learning_rate": 0.000893259779338014, "loss": 1.7905, "theoretical_loss": 4.061518454991255, "tokens_seen": 381747200 }, { "epoch": 0.12, "learning_rate": 0.0008932397191574725, "loss": 1.7029, "theoretical_loss": 4.061440392599997, "tokens_seen": 381812736 }, { "epoch": 0.12, "learning_rate": 0.0008932196589769309, "loss": 1.7284, "theoretical_loss": 4.061362347357536, "tokens_seen": 381878272 }, { "epoch": 0.12, "learning_rate": 0.0008931995987963892, "loss": 1.8156, "theoretical_loss": 4.061284319257162, "tokens_seen": 381943808 }, { "epoch": 0.12, "learning_rate": 0.0008931795386158476, "loss": 1.8333, "theoretical_loss": 4.061206308292169, "tokens_seen": 382009344 }, { "epoch": 0.12, "learning_rate": 0.0008931594784353059, "loss": 1.7346, "theoretical_loss": 4.061128314455855, "tokens_seen": 382074880 }, { "epoch": 0.12, "learning_rate": 0.0008931394182547643, "loss": 1.6804, "theoretical_loss": 4.0610503377415235, "tokens_seen": 382140416 }, { "epoch": 0.12, "learning_rate": 0.0008931193580742228, "loss": 1.7114, "theoretical_loss": 4.060972378142479, "tokens_seen": 382205952 }, { "epoch": 0.12, "learning_rate": 0.000893099297893681, "loss": 1.6782, "theoretical_loss": 4.060894435652031, "tokens_seen": 382271488 }, { "epoch": 0.12, "learning_rate": 0.0008930792377131395, "loss": 1.8034, "theoretical_loss": 4.060816510263494, "tokens_seen": 382337024 }, { "epoch": 0.12, "learning_rate": 0.0008930591775325978, "loss": 1.79, "theoretical_loss": 4.0607386019701845, "tokens_seen": 382402560 }, { "epoch": 0.12, "learning_rate": 0.0008930391173520562, "loss": 1.6879, "theoretical_loss": 4.060660710765423, "tokens_seen": 382468096 }, { "epoch": 0.12, "learning_rate": 0.0008930190571715146, "loss": 1.8295, "theoretical_loss": 4.060582836642534, "tokens_seen": 382533632 }, { "epoch": 0.12, "learning_rate": 0.000892998996990973, "loss": 1.6777, "theoretical_loss": 4.060504979594847, "tokens_seen": 382599168 }, { "epoch": 0.12, "learning_rate": 0.0008929789368104313, "loss": 1.7917, "theoretical_loss": 4.060427139615693, "tokens_seen": 382664704 }, { "epoch": 0.12, "learning_rate": 0.0008929588766298897, "loss": 1.7472, "theoretical_loss": 4.060349316698408, "tokens_seen": 382730240 }, { "epoch": 0.12, "learning_rate": 0.000892938816449348, "loss": 1.613, "theoretical_loss": 4.060271510836332, "tokens_seen": 382795776 }, { "epoch": 0.12, "learning_rate": 0.0008929187562688065, "loss": 1.7459, "theoretical_loss": 4.060193722022808, "tokens_seen": 382861312 }, { "epoch": 0.12, "learning_rate": 0.0008928986960882648, "loss": 1.6282, "theoretical_loss": 4.060115950251183, "tokens_seen": 382926848 }, { "epoch": 0.12, "learning_rate": 0.0008928786359077232, "loss": 1.7833, "theoretical_loss": 4.060038195514808, "tokens_seen": 382992384 }, { "epoch": 0.12, "learning_rate": 0.0008928585757271816, "loss": 1.6383, "theoretical_loss": 4.059960457807038, "tokens_seen": 383057920 }, { "epoch": 0.12, "learning_rate": 0.00089283851554664, "loss": 1.6525, "theoretical_loss": 4.05988273712123, "tokens_seen": 383123456 }, { "epoch": 0.12, "learning_rate": 0.0008928184553660983, "loss": 1.7811, "theoretical_loss": 4.059805033450747, "tokens_seen": 383188992 }, { "epoch": 0.12, "learning_rate": 0.0008927983951855567, "loss": 1.6016, "theoretical_loss": 4.059727346788955, "tokens_seen": 383254528 }, { "epoch": 0.12, "learning_rate": 0.000892778335005015, "loss": 1.7204, "theoretical_loss": 4.059649677129222, "tokens_seen": 383320064 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.49355781078338623, "objective/train/docs_used": 145827, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6360312700271606, "objective/train/original_loss": 1.6360312700271606, "objective/train/theoretical_loss": 4.059572024464923, "objective/train/tokens_used": 403845600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24408653378486633, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505965948104858, "objective/train/weighted_lm_loss": 1.7188907861709595, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.059572024464923, "tokens_seen": 383385600 }, { "epoch": 0.12, "learning_rate": 0.0008927582748244735, "loss": 1.6921, "theoretical_loss": 4.059572024464923, "tokens_seen": 383385600 }, { "epoch": 0.12, "learning_rate": 0.0008927382146439318, "loss": 1.6756, "theoretical_loss": 4.0594943887894335, "tokens_seen": 383451136 }, { "epoch": 0.12, "learning_rate": 0.0008927181544633902, "loss": 1.657, "theoretical_loss": 4.059416770096134, "tokens_seen": 383516672 }, { "epoch": 0.12, "learning_rate": 0.0008926980942828485, "loss": 1.7426, "theoretical_loss": 4.0593391683784095, "tokens_seen": 383582208 }, { "epoch": 0.12, "learning_rate": 0.000892678034102307, "loss": 1.6976, "theoretical_loss": 4.059261583629648, "tokens_seen": 383647744 }, { "epoch": 0.12, "learning_rate": 0.0008926579739217653, "loss": 1.5842, "theoretical_loss": 4.059184015843241, "tokens_seen": 383713280 }, { "epoch": 0.12, "learning_rate": 0.0008926379137412237, "loss": 1.7801, "theoretical_loss": 4.059106465012583, "tokens_seen": 383778816 }, { "epoch": 0.12, "learning_rate": 0.000892617853560682, "loss": 1.7129, "theoretical_loss": 4.059028931131075, "tokens_seen": 383844352 }, { "epoch": 0.12, "learning_rate": 0.0008925977933801404, "loss": 1.6377, "theoretical_loss": 4.058951414192118, "tokens_seen": 383909888 }, { "epoch": 0.12, "learning_rate": 0.0008925777331995988, "loss": 1.7708, "theoretical_loss": 4.058873914189119, "tokens_seen": 383975424 }, { "epoch": 0.12, "learning_rate": 0.0008925576730190572, "loss": 1.6659, "theoretical_loss": 4.058796431115489, "tokens_seen": 384040960 }, { "epoch": 0.12, "learning_rate": 0.0008925376128385155, "loss": 1.7973, "theoretical_loss": 4.058718964964641, "tokens_seen": 384106496 }, { "epoch": 0.12, "learning_rate": 0.000892517552657974, "loss": 1.699, "theoretical_loss": 4.0586415157299935, "tokens_seen": 384172032 }, { "epoch": 0.12, "learning_rate": 0.0008924974924774323, "loss": 1.6343, "theoretical_loss": 4.058564083404967, "tokens_seen": 384237568 }, { "epoch": 0.12, "learning_rate": 0.0008924774322968907, "loss": 1.7538, "theoretical_loss": 4.058486667982986, "tokens_seen": 384303104 }, { "epoch": 0.12, "learning_rate": 0.0008924573721163491, "loss": 1.6043, "theoretical_loss": 4.05840926945748, "tokens_seen": 384368640 }, { "epoch": 0.12, "learning_rate": 0.0008924373119358074, "loss": 1.7165, "theoretical_loss": 4.058331887821879, "tokens_seen": 384434176 }, { "epoch": 0.12, "learning_rate": 0.0008924172517552658, "loss": 1.6977, "theoretical_loss": 4.058254523069623, "tokens_seen": 384499712 }, { "epoch": 0.12, "learning_rate": 0.0008923971915747243, "loss": 1.7091, "theoretical_loss": 4.058177175194148, "tokens_seen": 384565248 }, { "epoch": 0.12, "learning_rate": 0.0008923771313941825, "loss": 1.6789, "theoretical_loss": 4.058099844188899, "tokens_seen": 384630784 }, { "epoch": 0.12, "learning_rate": 0.000892357071213641, "loss": 1.7138, "theoretical_loss": 4.058022530047323, "tokens_seen": 384696320 }, { "epoch": 0.12, "learning_rate": 0.0008923370110330992, "loss": 1.6221, "theoretical_loss": 4.05794523276287, "tokens_seen": 384761856 }, { "epoch": 0.12, "learning_rate": 0.0008923169508525577, "loss": 1.8069, "theoretical_loss": 4.057867952328994, "tokens_seen": 384827392 }, { "epoch": 0.12, "learning_rate": 0.0008922968906720161, "loss": 1.7147, "theoretical_loss": 4.0577906887391535, "tokens_seen": 384892928 }, { "epoch": 0.12, "learning_rate": 0.0008922768304914744, "loss": 1.83, "theoretical_loss": 4.05771344198681, "tokens_seen": 384958464 }, { "epoch": 0.12, "learning_rate": 0.0008922567703109328, "loss": 1.6993, "theoretical_loss": 4.057636212065429, "tokens_seen": 385024000 }, { "epoch": 0.12, "learning_rate": 0.0008922367101303913, "loss": 1.6941, "theoretical_loss": 4.057558998968479, "tokens_seen": 385089536 }, { "epoch": 0.12, "learning_rate": 0.0008922166499498495, "loss": 1.7719, "theoretical_loss": 4.0574818026894315, "tokens_seen": 385155072 }, { "epoch": 0.12, "learning_rate": 0.000892196589769308, "loss": 1.757, "theoretical_loss": 4.057404623221765, "tokens_seen": 385220608 }, { "epoch": 0.12, "learning_rate": 0.0008921765295887662, "loss": 1.723, "theoretical_loss": 4.057327460558957, "tokens_seen": 385286144 }, { "epoch": 0.12, "learning_rate": 0.0008921564694082247, "loss": 1.7299, "theoretical_loss": 4.0572503146944925, "tokens_seen": 385351680 }, { "epoch": 0.12, "learning_rate": 0.0008921364092276831, "loss": 1.7218, "theoretical_loss": 4.057173185621857, "tokens_seen": 385417216 }, { "epoch": 0.12, "learning_rate": 0.0008921163490471414, "loss": 1.706, "theoretical_loss": 4.057096073334543, "tokens_seen": 385482752 }, { "epoch": 0.12, "learning_rate": 0.0008920962888665998, "loss": 1.7013, "theoretical_loss": 4.057018977826044, "tokens_seen": 385548288 }, { "epoch": 0.12, "learning_rate": 0.0008920762286860582, "loss": 1.7012, "theoretical_loss": 4.056941899089858, "tokens_seen": 385613824 }, { "epoch": 0.12, "learning_rate": 0.0008920561685055165, "loss": 1.646, "theoretical_loss": 4.056864837119486, "tokens_seen": 385679360 }, { "epoch": 0.12, "learning_rate": 0.000892036108324975, "loss": 1.7769, "theoretical_loss": 4.056787791908434, "tokens_seen": 385744896 }, { "epoch": 0.12, "learning_rate": 0.0008920160481444332, "loss": 1.6899, "theoretical_loss": 4.05671076345021, "tokens_seen": 385810432 }, { "epoch": 0.12, "learning_rate": 0.0008919959879638917, "loss": 1.6936, "theoretical_loss": 4.056633751738328, "tokens_seen": 385875968 }, { "epoch": 0.12, "learning_rate": 0.00089197592778335, "loss": 1.8251, "theoretical_loss": 4.056556756766303, "tokens_seen": 385941504 }, { "epoch": 0.12, "learning_rate": 0.0008919558676028084, "loss": 1.6149, "theoretical_loss": 4.056479778527653, "tokens_seen": 386007040 }, { "epoch": 0.12, "learning_rate": 0.0008919358074222668, "loss": 1.669, "theoretical_loss": 4.056402817015905, "tokens_seen": 386072576 }, { "epoch": 0.12, "learning_rate": 0.0008919157472417252, "loss": 1.6661, "theoretical_loss": 4.0563258722245825, "tokens_seen": 386138112 }, { "epoch": 0.12, "learning_rate": 0.0008918956870611835, "loss": 1.6326, "theoretical_loss": 4.056248944147217, "tokens_seen": 386203648 }, { "epoch": 0.12, "learning_rate": 0.000891875626880642, "loss": 1.7272, "theoretical_loss": 4.0561720327773445, "tokens_seen": 386269184 }, { "epoch": 0.12, "learning_rate": 0.0008918555667001004, "loss": 1.7083, "theoretical_loss": 4.0560951381085, "tokens_seen": 386334720 }, { "epoch": 0.12, "learning_rate": 0.0008918355065195587, "loss": 1.6469, "theoretical_loss": 4.056018260134226, "tokens_seen": 386400256 }, { "epoch": 0.12, "learning_rate": 0.0008918154463390171, "loss": 1.6153, "theoretical_loss": 4.055941398848067, "tokens_seen": 386465792 }, { "epoch": 0.12, "learning_rate": 0.0008917953861584754, "loss": 1.6674, "theoretical_loss": 4.055864554243572, "tokens_seen": 386531328 }, { "epoch": 0.12, "learning_rate": 0.0008917753259779339, "loss": 1.7016, "theoretical_loss": 4.055787726314292, "tokens_seen": 386596864 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.49315446615219116, "objective/train/docs_used": 146981, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7423198223114014, "objective/train/original_loss": 1.7423198223114014, "objective/train/theoretical_loss": 4.055710915053783, "objective/train/tokens_used": 407122400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24348418414592743, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505532026290894, "objective/train/weighted_lm_loss": 1.8302770853042603, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 4.055710915053783, "tokens_seen": 386662400 }, { "epoch": 0.12, "learning_rate": 0.0008917552657973922, "loss": 1.8378, "theoretical_loss": 4.055710915053783, "tokens_seen": 386662400 }, { "epoch": 0.12, "learning_rate": 0.0008917352056168506, "loss": 1.745, "theoretical_loss": 4.055634120455606, "tokens_seen": 386727936 }, { "epoch": 0.12, "learning_rate": 0.0008917151454363089, "loss": 1.6814, "theoretical_loss": 4.055557342513321, "tokens_seen": 386793472 }, { "epoch": 0.12, "learning_rate": 0.0008916950852557674, "loss": 1.6931, "theoretical_loss": 4.055480581220497, "tokens_seen": 386859008 }, { "epoch": 0.12, "learning_rate": 0.0008916750250752257, "loss": 1.565, "theoretical_loss": 4.055403836570701, "tokens_seen": 386924544 }, { "epoch": 0.12, "learning_rate": 0.0008916549648946841, "loss": 1.6658, "theoretical_loss": 4.055327108557509, "tokens_seen": 386990080 }, { "epoch": 0.12, "learning_rate": 0.0008916349047141425, "loss": 1.7828, "theoretical_loss": 4.055250397174497, "tokens_seen": 387055616 }, { "epoch": 0.12, "learning_rate": 0.0008916148445336008, "loss": 1.7989, "theoretical_loss": 4.055173702415246, "tokens_seen": 387121152 }, { "epoch": 0.12, "learning_rate": 0.0008915947843530592, "loss": 1.8036, "theoretical_loss": 4.05509702427334, "tokens_seen": 387186688 }, { "epoch": 0.12, "learning_rate": 0.0008915747241725176, "loss": 1.6286, "theoretical_loss": 4.055020362742367, "tokens_seen": 387252224 }, { "epoch": 0.12, "learning_rate": 0.0008915546639919759, "loss": 1.6351, "theoretical_loss": 4.054943717815917, "tokens_seen": 387317760 }, { "epoch": 0.12, "learning_rate": 0.0008915346038114344, "loss": 1.7932, "theoretical_loss": 4.054867089487587, "tokens_seen": 387383296 }, { "epoch": 0.12, "learning_rate": 0.0008915145436308927, "loss": 1.6156, "theoretical_loss": 4.054790477750974, "tokens_seen": 387448832 }, { "epoch": 0.12, "learning_rate": 0.0008914944834503511, "loss": 1.6245, "theoretical_loss": 4.054713882599681, "tokens_seen": 387514368 }, { "epoch": 0.12, "learning_rate": 0.0008914744232698095, "loss": 1.7205, "theoretical_loss": 4.054637304027312, "tokens_seen": 387579904 }, { "epoch": 0.12, "learning_rate": 0.0008914543630892678, "loss": 1.706, "theoretical_loss": 4.054560742027478, "tokens_seen": 387645440 }, { "epoch": 0.12, "learning_rate": 0.0008914343029087262, "loss": 1.7275, "theoretical_loss": 4.054484196593791, "tokens_seen": 387710976 }, { "epoch": 0.12, "learning_rate": 0.0008914142427281847, "loss": 1.8033, "theoretical_loss": 4.054407667719866, "tokens_seen": 387776512 }, { "epoch": 0.12, "learning_rate": 0.0008913941825476429, "loss": 1.7001, "theoretical_loss": 4.054331155399325, "tokens_seen": 387842048 }, { "epoch": 0.12, "learning_rate": 0.0008913741223671014, "loss": 1.664, "theoretical_loss": 4.054254659625788, "tokens_seen": 387907584 }, { "epoch": 0.12, "learning_rate": 0.0008913540621865596, "loss": 1.6946, "theoretical_loss": 4.054178180392885, "tokens_seen": 387973120 }, { "epoch": 0.12, "learning_rate": 0.0008913340020060181, "loss": 1.654, "theoretical_loss": 4.054101717694244, "tokens_seen": 388038656 }, { "epoch": 0.12, "learning_rate": 0.0008913139418254765, "loss": 1.5095, "theoretical_loss": 4.0540252715235, "tokens_seen": 388104192 }, { "epoch": 0.12, "learning_rate": 0.0008912938816449348, "loss": 1.5775, "theoretical_loss": 4.05394884187429, "tokens_seen": 388169728 }, { "epoch": 0.12, "learning_rate": 0.0008912738214643932, "loss": 1.6788, "theoretical_loss": 4.053872428740256, "tokens_seen": 388235264 }, { "epoch": 0.12, "learning_rate": 0.0008912537612838517, "loss": 1.8278, "theoretical_loss": 4.053796032115041, "tokens_seen": 388300800 }, { "epoch": 0.12, "learning_rate": 0.0008912337011033099, "loss": 1.7206, "theoretical_loss": 4.053719651992293, "tokens_seen": 388366336 }, { "epoch": 0.12, "learning_rate": 0.0008912136409227684, "loss": 1.7555, "theoretical_loss": 4.053643288365664, "tokens_seen": 388431872 }, { "epoch": 0.12, "learning_rate": 0.0008911935807422266, "loss": 1.5701, "theoretical_loss": 4.053566941228809, "tokens_seen": 388497408 }, { "epoch": 0.12, "learning_rate": 0.0008911735205616851, "loss": 1.6847, "theoretical_loss": 4.053490610575386, "tokens_seen": 388562944 }, { "epoch": 0.12, "learning_rate": 0.0008911534603811435, "loss": 1.7782, "theoretical_loss": 4.0534142963990565, "tokens_seen": 388628480 }, { "epoch": 0.12, "learning_rate": 0.0008911334002006018, "loss": 1.7133, "theoretical_loss": 4.053337998693488, "tokens_seen": 388694016 }, { "epoch": 0.12, "learning_rate": 0.0008911133400200602, "loss": 1.7067, "theoretical_loss": 4.053261717452346, "tokens_seen": 388759552 }, { "epoch": 0.12, "learning_rate": 0.0008910932798395186, "loss": 1.6116, "theoretical_loss": 4.053185452669307, "tokens_seen": 388825088 }, { "epoch": 0.12, "learning_rate": 0.0008910732196589769, "loss": 1.7676, "theoretical_loss": 4.053109204338045, "tokens_seen": 388890624 }, { "epoch": 0.12, "learning_rate": 0.0008910531594784354, "loss": 1.579, "theoretical_loss": 4.05303297245224, "tokens_seen": 388956160 }, { "epoch": 0.12, "learning_rate": 0.0008910330992978936, "loss": 1.7036, "theoretical_loss": 4.052956757005573, "tokens_seen": 389021696 }, { "epoch": 0.12, "learning_rate": 0.0008910130391173521, "loss": 1.7259, "theoretical_loss": 4.052880557991733, "tokens_seen": 389087232 }, { "epoch": 0.12, "learning_rate": 0.0008909929789368104, "loss": 1.5456, "theoretical_loss": 4.052804375404408, "tokens_seen": 389152768 }, { "epoch": 0.12, "learning_rate": 0.0008909729187562688, "loss": 1.7429, "theoretical_loss": 4.052728209237293, "tokens_seen": 389218304 }, { "epoch": 0.12, "learning_rate": 0.0008909528585757272, "loss": 1.6288, "theoretical_loss": 4.0526520594840845, "tokens_seen": 389283840 }, { "epoch": 0.12, "learning_rate": 0.0008909327983951856, "loss": 1.743, "theoretical_loss": 4.052575926138482, "tokens_seen": 389349376 }, { "epoch": 0.12, "learning_rate": 0.0008909127382146439, "loss": 1.7862, "theoretical_loss": 4.052499809194191, "tokens_seen": 389414912 }, { "epoch": 0.12, "learning_rate": 0.0008908926780341024, "loss": 1.7565, "theoretical_loss": 4.052423708644917, "tokens_seen": 389480448 }, { "epoch": 0.12, "learning_rate": 0.0008908726178535606, "loss": 1.7019, "theoretical_loss": 4.052347624484373, "tokens_seen": 389545984 }, { "epoch": 0.12, "learning_rate": 0.0008908525576730191, "loss": 1.5311, "theoretical_loss": 4.052271556706271, "tokens_seen": 389611520 }, { "epoch": 0.12, "learning_rate": 0.0008908324974924774, "loss": 1.6859, "theoretical_loss": 4.052195505304329, "tokens_seen": 389677056 }, { "epoch": 0.12, "learning_rate": 0.0008908124373119358, "loss": 1.7945, "theoretical_loss": 4.05211947027227, "tokens_seen": 389742592 }, { "epoch": 0.12, "learning_rate": 0.0008907923771313942, "loss": 1.7262, "theoretical_loss": 4.052043451603818, "tokens_seen": 389808128 }, { "epoch": 0.12, "learning_rate": 0.0008907723169508526, "loss": 1.6705, "theoretical_loss": 4.051967449292699, "tokens_seen": 389873664 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.4954656660556793, "objective/train/docs_used": 148229, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7292380332946777, "objective/train/original_loss": 1.7292380332946777, "objective/train/theoretical_loss": 4.051891463332648, "objective/train/tokens_used": 410399200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2457554042339325, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507960319519043, "objective/train/weighted_lm_loss": 1.817002534866333, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.051891463332648, "tokens_seen": 389939200 }, { "epoch": 0.12, "learning_rate": 0.0008907522567703109, "loss": 1.7942, "theoretical_loss": 4.051891463332648, "tokens_seen": 389939200 }, { "epoch": 0.12, "learning_rate": 0.0008907321965897693, "loss": 1.7186, "theoretical_loss": 4.051815493717399, "tokens_seen": 390004736 }, { "epoch": 0.12, "learning_rate": 0.0008907121364092277, "loss": 1.7202, "theoretical_loss": 4.051739540440688, "tokens_seen": 390070272 }, { "epoch": 0.12, "learning_rate": 0.0008906920762286861, "loss": 1.7049, "theoretical_loss": 4.0516636034962605, "tokens_seen": 390135808 }, { "epoch": 0.12, "learning_rate": 0.0008906720160481444, "loss": 1.6774, "theoretical_loss": 4.051587682877859, "tokens_seen": 390201344 }, { "epoch": 0.12, "learning_rate": 0.0008906519558676029, "loss": 1.6931, "theoretical_loss": 4.0515117785792345, "tokens_seen": 390266880 }, { "epoch": 0.12, "learning_rate": 0.0008906318956870611, "loss": 1.5631, "theoretical_loss": 4.0514358905941386, "tokens_seen": 390332416 }, { "epoch": 0.12, "learning_rate": 0.0008906118355065196, "loss": 1.6724, "theoretical_loss": 4.051360018916327, "tokens_seen": 390397952 }, { "epoch": 0.12, "learning_rate": 0.0008905917753259779, "loss": 1.7544, "theoretical_loss": 4.051284163539558, "tokens_seen": 390463488 }, { "epoch": 0.12, "learning_rate": 0.0008905717151454363, "loss": 1.7298, "theoretical_loss": 4.051208324457595, "tokens_seen": 390529024 }, { "epoch": 0.12, "learning_rate": 0.0008905516549648947, "loss": 1.628, "theoretical_loss": 4.051132501664204, "tokens_seen": 390594560 }, { "epoch": 0.12, "learning_rate": 0.0008905315947843531, "loss": 1.8071, "theoretical_loss": 4.0510566951531555, "tokens_seen": 390660096 }, { "epoch": 0.12, "learning_rate": 0.0008905115346038114, "loss": 1.6248, "theoretical_loss": 4.05098090491822, "tokens_seen": 390725632 }, { "epoch": 0.12, "learning_rate": 0.0008904914744232699, "loss": 1.6874, "theoretical_loss": 4.0509051309531765, "tokens_seen": 390791168 }, { "epoch": 0.12, "learning_rate": 0.0008904714142427281, "loss": 1.8073, "theoretical_loss": 4.050829373251803, "tokens_seen": 390856704 }, { "epoch": 0.12, "learning_rate": 0.0008904513540621866, "loss": 1.7927, "theoretical_loss": 4.050753631807883, "tokens_seen": 390922240 }, { "epoch": 0.12, "learning_rate": 0.0008904312938816449, "loss": 1.7519, "theoretical_loss": 4.050677906615203, "tokens_seen": 390987776 }, { "epoch": 0.12, "learning_rate": 0.0008904112337011033, "loss": 1.751, "theoretical_loss": 4.050602197667553, "tokens_seen": 391053312 }, { "epoch": 0.12, "learning_rate": 0.0008903911735205617, "loss": 1.6699, "theoretical_loss": 4.050526504958727, "tokens_seen": 391118848 }, { "epoch": 0.12, "learning_rate": 0.00089037111334002, "loss": 1.6841, "theoretical_loss": 4.050450828482521, "tokens_seen": 391184384 }, { "epoch": 0.12, "learning_rate": 0.0008903510531594785, "loss": 1.4873, "theoretical_loss": 4.050375168232737, "tokens_seen": 391249920 }, { "epoch": 0.12, "learning_rate": 0.0008903309929789369, "loss": 1.6055, "theoretical_loss": 4.050299524203176, "tokens_seen": 391315456 }, { "epoch": 0.12, "learning_rate": 0.0008903109327983952, "loss": 1.772, "theoretical_loss": 4.050223896387647, "tokens_seen": 391380992 }, { "epoch": 0.12, "learning_rate": 0.0008902908726178536, "loss": 1.7945, "theoretical_loss": 4.05014828477996, "tokens_seen": 391446528 }, { "epoch": 0.12, "learning_rate": 0.0008902708124373121, "loss": 1.6458, "theoretical_loss": 4.050072689373928, "tokens_seen": 391512064 }, { "epoch": 0.12, "learning_rate": 0.0008902507522567703, "loss": 1.6568, "theoretical_loss": 4.049997110163369, "tokens_seen": 391577600 }, { "epoch": 0.12, "learning_rate": 0.0008902306920762288, "loss": 1.6862, "theoretical_loss": 4.0499215471421035, "tokens_seen": 391643136 }, { "epoch": 0.12, "learning_rate": 0.000890210631895687, "loss": 1.7335, "theoretical_loss": 4.049846000303956, "tokens_seen": 391708672 }, { "epoch": 0.12, "learning_rate": 0.0008901905717151455, "loss": 1.6957, "theoretical_loss": 4.049770469642753, "tokens_seen": 391774208 }, { "epoch": 0.12, "learning_rate": 0.0008901705115346039, "loss": 1.6915, "theoretical_loss": 4.049694955152326, "tokens_seen": 391839744 }, { "epoch": 0.12, "learning_rate": 0.0008901504513540622, "loss": 1.717, "theoretical_loss": 4.049619456826508, "tokens_seen": 391905280 }, { "epoch": 0.12, "learning_rate": 0.0008901303911735206, "loss": 1.664, "theoretical_loss": 4.049543974659139, "tokens_seen": 391970816 }, { "epoch": 0.12, "learning_rate": 0.000890110330992979, "loss": 1.55, "theoretical_loss": 4.049468508644058, "tokens_seen": 392036352 }, { "epoch": 0.12, "learning_rate": 0.0008900902708124373, "loss": 1.7676, "theoretical_loss": 4.049393058775109, "tokens_seen": 392101888 }, { "epoch": 0.12, "learning_rate": 0.0008900702106318958, "loss": 1.7747, "theoretical_loss": 4.0493176250461405, "tokens_seen": 392167424 }, { "epoch": 0.12, "learning_rate": 0.000890050150451354, "loss": 1.6398, "theoretical_loss": 4.0492422074510035, "tokens_seen": 392232960 }, { "epoch": 0.12, "learning_rate": 0.0008900300902708125, "loss": 1.778, "theoretical_loss": 4.049166805983553, "tokens_seen": 392298496 }, { "epoch": 0.12, "learning_rate": 0.0008900100300902708, "loss": 1.716, "theoretical_loss": 4.049091420637646, "tokens_seen": 392364032 }, { "epoch": 0.12, "learning_rate": 0.0008899899699097292, "loss": 1.645, "theoretical_loss": 4.049016051407145, "tokens_seen": 392429568 }, { "epoch": 0.12, "learning_rate": 0.0008899699097291876, "loss": 1.5746, "theoretical_loss": 4.048940698285913, "tokens_seen": 392495104 }, { "epoch": 0.12, "learning_rate": 0.000889949849548646, "loss": 1.625, "theoretical_loss": 4.048865361267817, "tokens_seen": 392560640 }, { "epoch": 0.12, "learning_rate": 0.0008899297893681043, "loss": 1.7186, "theoretical_loss": 4.048790040346731, "tokens_seen": 392626176 }, { "epoch": 0.12, "learning_rate": 0.0008899097291875628, "loss": 1.7445, "theoretical_loss": 4.048714735516527, "tokens_seen": 392691712 }, { "epoch": 0.12, "learning_rate": 0.000889889669007021, "loss": 1.8012, "theoretical_loss": 4.048639446771085, "tokens_seen": 392757248 }, { "epoch": 0.12, "learning_rate": 0.0008898696088264795, "loss": 1.7188, "theoretical_loss": 4.048564174104285, "tokens_seen": 392822784 }, { "epoch": 0.12, "learning_rate": 0.0008898495486459378, "loss": 1.7577, "theoretical_loss": 4.048488917510012, "tokens_seen": 392888320 }, { "epoch": 0.12, "learning_rate": 0.0008898294884653962, "loss": 1.7189, "theoretical_loss": 4.048413676982155, "tokens_seen": 392953856 }, { "epoch": 0.12, "learning_rate": 0.0008898094282848546, "loss": 1.6715, "theoretical_loss": 4.048338452514604, "tokens_seen": 393019392 }, { "epoch": 0.12, "learning_rate": 0.000889789368104313, "loss": 1.7221, "theoretical_loss": 4.048263244101253, "tokens_seen": 393084928 }, { "epoch": 0.12, "learning_rate": 0.0008897693079237713, "loss": 1.6308, "theoretical_loss": 4.048188051736003, "tokens_seen": 393150464 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.49091511964797974, "objective/train/docs_used": 149327, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7502202987670898, "objective/train/original_loss": 1.7502202987670898, "objective/train/theoretical_loss": 4.048112875412752, "objective/train/tokens_used": 413676000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24176764488220215, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503205060958862, "objective/train/weighted_lm_loss": 1.838315725326538, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.048112875412752, "tokens_seen": 393216000 }, { "epoch": 0.12, "learning_rate": 0.0008897492477432297, "loss": 1.7159, "theoretical_loss": 4.048112875412752, "tokens_seen": 393216000 }, { "epoch": 0.12, "learning_rate": 0.0008897291875626881, "loss": 1.7339, "theoretical_loss": 4.048037715125407, "tokens_seen": 393281536 }, { "epoch": 0.12, "learning_rate": 0.0008897091273821465, "loss": 1.6511, "theoretical_loss": 4.047962570867876, "tokens_seen": 393347072 }, { "epoch": 0.12, "learning_rate": 0.0008896890672016048, "loss": 1.7161, "theoretical_loss": 4.047887442634067, "tokens_seen": 393412608 }, { "epoch": 0.12, "learning_rate": 0.0008896690070210633, "loss": 1.7808, "theoretical_loss": 4.0478123304179, "tokens_seen": 393478144 }, { "epoch": 0.12, "learning_rate": 0.0008896489468405215, "loss": 1.7958, "theoretical_loss": 4.0477372342132885, "tokens_seen": 393543680 }, { "epoch": 0.12, "learning_rate": 0.00088962888665998, "loss": 1.7283, "theoretical_loss": 4.047662154014157, "tokens_seen": 393609216 }, { "epoch": 0.12, "learning_rate": 0.0008896088264794383, "loss": 1.7392, "theoretical_loss": 4.047587089814427, "tokens_seen": 393674752 }, { "epoch": 0.12, "learning_rate": 0.0008895887662988967, "loss": 1.7529, "theoretical_loss": 4.047512041608029, "tokens_seen": 393740288 }, { "epoch": 0.12, "learning_rate": 0.0008895687061183551, "loss": 1.7174, "theoretical_loss": 4.047437009388894, "tokens_seen": 393805824 }, { "epoch": 0.12, "learning_rate": 0.0008895486459378135, "loss": 1.7715, "theoretical_loss": 4.047361993150955, "tokens_seen": 393871360 }, { "epoch": 0.12, "learning_rate": 0.0008895285857572718, "loss": 1.6531, "theoretical_loss": 4.047286992888151, "tokens_seen": 393936896 }, { "epoch": 0.12, "learning_rate": 0.0008895085255767303, "loss": 1.7352, "theoretical_loss": 4.047212008594424, "tokens_seen": 394002432 }, { "epoch": 0.12, "learning_rate": 0.0008894884653961885, "loss": 1.5426, "theoretical_loss": 4.047137040263717, "tokens_seen": 394067968 }, { "epoch": 0.12, "learning_rate": 0.000889468405215647, "loss": 1.7159, "theoretical_loss": 4.047062087889978, "tokens_seen": 394133504 }, { "epoch": 0.12, "learning_rate": 0.0008894483450351053, "loss": 1.6867, "theoretical_loss": 4.046987151467159, "tokens_seen": 394199040 }, { "epoch": 0.12, "learning_rate": 0.0008894282848545637, "loss": 1.7914, "theoretical_loss": 4.046912230989214, "tokens_seen": 394264576 }, { "epoch": 0.12, "learning_rate": 0.0008894082246740221, "loss": 1.7054, "theoretical_loss": 4.046837326450102, "tokens_seen": 394330112 }, { "epoch": 0.12, "learning_rate": 0.0008893881644934804, "loss": 1.7448, "theoretical_loss": 4.046762437843781, "tokens_seen": 394395648 }, { "epoch": 0.12, "learning_rate": 0.0008893681043129388, "loss": 1.7828, "theoretical_loss": 4.046687565164217, "tokens_seen": 394461184 }, { "epoch": 0.12, "learning_rate": 0.0008893480441323973, "loss": 1.6893, "theoretical_loss": 4.0466127084053785, "tokens_seen": 394526720 }, { "epoch": 0.12, "learning_rate": 0.0008893279839518555, "loss": 1.7992, "theoretical_loss": 4.046537867561234, "tokens_seen": 394592256 }, { "epoch": 0.12, "learning_rate": 0.000889307923771314, "loss": 1.8085, "theoretical_loss": 4.04646304262576, "tokens_seen": 394657792 }, { "epoch": 0.12, "learning_rate": 0.0008892878635907722, "loss": 1.6054, "theoretical_loss": 4.046388233592933, "tokens_seen": 394723328 }, { "epoch": 0.12, "learning_rate": 0.0008892678034102307, "loss": 1.6152, "theoretical_loss": 4.046313440456733, "tokens_seen": 394788864 }, { "epoch": 0.12, "learning_rate": 0.0008892477432296891, "loss": 1.6747, "theoretical_loss": 4.046238663211145, "tokens_seen": 394854400 }, { "epoch": 0.12, "learning_rate": 0.0008892276830491474, "loss": 1.7601, "theoretical_loss": 4.046163901850156, "tokens_seen": 394919936 }, { "epoch": 0.12, "learning_rate": 0.0008892076228686058, "loss": 1.7451, "theoretical_loss": 4.046089156367756, "tokens_seen": 394985472 }, { "epoch": 0.12, "learning_rate": 0.0008891875626880643, "loss": 1.7268, "theoretical_loss": 4.0460144267579405, "tokens_seen": 395051008 }, { "epoch": 0.12, "learning_rate": 0.0008891675025075225, "loss": 1.7339, "theoretical_loss": 4.045939713014705, "tokens_seen": 395116544 }, { "epoch": 0.12, "learning_rate": 0.000889147442326981, "loss": 1.7601, "theoretical_loss": 4.045865015132049, "tokens_seen": 395182080 }, { "epoch": 0.12, "learning_rate": 0.0008891273821464392, "loss": 1.7139, "theoretical_loss": 4.045790333103978, "tokens_seen": 395247616 }, { "epoch": 0.12, "learning_rate": 0.0008891073219658977, "loss": 1.7569, "theoretical_loss": 4.045715666924499, "tokens_seen": 395313152 }, { "epoch": 0.12, "learning_rate": 0.0008890872617853561, "loss": 1.6522, "theoretical_loss": 4.04564101658762, "tokens_seen": 395378688 }, { "epoch": 0.12, "learning_rate": 0.0008890672016048144, "loss": 1.7247, "theoretical_loss": 4.045566382087356, "tokens_seen": 395444224 }, { "epoch": 0.12, "learning_rate": 0.0008890471414242728, "loss": 1.6179, "theoretical_loss": 4.045491763417724, "tokens_seen": 395509760 }, { "epoch": 0.12, "learning_rate": 0.0008890270812437312, "loss": 1.8097, "theoretical_loss": 4.045417160572743, "tokens_seen": 395575296 }, { "epoch": 0.12, "learning_rate": 0.0008890070210631895, "loss": 1.6343, "theoretical_loss": 4.045342573546435, "tokens_seen": 395640832 }, { "epoch": 0.12, "learning_rate": 0.000888986960882648, "loss": 1.7958, "theoretical_loss": 4.045268002332829, "tokens_seen": 395706368 }, { "epoch": 0.12, "learning_rate": 0.0008889669007021063, "loss": 1.755, "theoretical_loss": 4.0451934469259525, "tokens_seen": 395771904 }, { "epoch": 0.12, "learning_rate": 0.0008889468405215647, "loss": 1.787, "theoretical_loss": 4.045118907319839, "tokens_seen": 395837440 }, { "epoch": 0.12, "learning_rate": 0.000888926780341023, "loss": 1.6481, "theoretical_loss": 4.045044383508526, "tokens_seen": 395902976 }, { "epoch": 0.12, "learning_rate": 0.0008889067201604815, "loss": 1.7161, "theoretical_loss": 4.044969875486051, "tokens_seen": 395968512 }, { "epoch": 0.12, "learning_rate": 0.0008888866599799399, "loss": 1.6305, "theoretical_loss": 4.044895383246457, "tokens_seen": 396034048 }, { "epoch": 0.12, "learning_rate": 0.0008888665997993982, "loss": 1.706, "theoretical_loss": 4.04482090678379, "tokens_seen": 396099584 }, { "epoch": 0.12, "learning_rate": 0.0008888465396188566, "loss": 1.6584, "theoretical_loss": 4.044746446092098, "tokens_seen": 396165120 }, { "epoch": 0.12, "learning_rate": 0.000888826479438315, "loss": 1.7699, "theoretical_loss": 4.044672001165436, "tokens_seen": 396230656 }, { "epoch": 0.12, "learning_rate": 0.0008888064192577734, "loss": 1.8087, "theoretical_loss": 4.0445975719978575, "tokens_seen": 396296192 }, { "epoch": 0.12, "learning_rate": 0.0008887863590772317, "loss": 1.8132, "theoretical_loss": 4.044523158583421, "tokens_seen": 396361728 }, { "epoch": 0.12, "learning_rate": 0.0008887662988966901, "loss": 1.8177, "theoretical_loss": 4.044448760916189, "tokens_seen": 396427264 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.4924962520599365, "objective/train/docs_used": 150450, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.605733036994934, "objective/train/original_loss": 1.6057329177856445, "objective/train/theoretical_loss": 4.044374378990227, "objective/train/tokens_used": 416952800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24324040114879608, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504863262176514, "objective/train/weighted_lm_loss": 1.6867058277130127, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.044374378990227, "tokens_seen": 396492800 }, { "epoch": 0.12, "learning_rate": 0.0008887462387161485, "loss": 1.6627, "theoretical_loss": 4.044374378990227, "tokens_seen": 396492800 }, { "epoch": 0.12, "learning_rate": 0.0008887261785356069, "loss": 1.7032, "theoretical_loss": 4.044300012799603, "tokens_seen": 396558336 }, { "epoch": 0.12, "learning_rate": 0.0008887061183550652, "loss": 1.7416, "theoretical_loss": 4.044225662338388, "tokens_seen": 396623872 }, { "epoch": 0.12, "learning_rate": 0.0008886860581745237, "loss": 1.8403, "theoretical_loss": 4.044151327600657, "tokens_seen": 396689408 }, { "epoch": 0.12, "learning_rate": 0.0008886659979939819, "loss": 1.6319, "theoretical_loss": 4.04407700858049, "tokens_seen": 396754944 }, { "epoch": 0.12, "learning_rate": 0.0008886459378134404, "loss": 1.759, "theoretical_loss": 4.044002705271966, "tokens_seen": 396820480 }, { "epoch": 0.12, "learning_rate": 0.0008886258776328987, "loss": 1.6112, "theoretical_loss": 4.04392841766917, "tokens_seen": 396886016 }, { "epoch": 0.12, "learning_rate": 0.0008886058174523571, "loss": 1.5804, "theoretical_loss": 4.04385414576619, "tokens_seen": 396951552 }, { "epoch": 0.12, "learning_rate": 0.0008885857572718155, "loss": 1.5721, "theoretical_loss": 4.043779889557116, "tokens_seen": 397017088 }, { "epoch": 0.12, "learning_rate": 0.0008885656970912739, "loss": 1.7787, "theoretical_loss": 4.043705649036043, "tokens_seen": 397082624 }, { "epoch": 0.12, "learning_rate": 0.0008885456369107322, "loss": 1.7641, "theoretical_loss": 4.043631424197067, "tokens_seen": 397148160 }, { "epoch": 0.12, "learning_rate": 0.0008885255767301907, "loss": 1.6464, "theoretical_loss": 4.043557215034291, "tokens_seen": 397213696 }, { "epoch": 0.12, "learning_rate": 0.0008885055165496489, "loss": 1.6706, "theoretical_loss": 4.043483021541815, "tokens_seen": 397279232 }, { "epoch": 0.12, "learning_rate": 0.0008884854563691074, "loss": 1.8047, "theoretical_loss": 4.043408843713749, "tokens_seen": 397344768 }, { "epoch": 0.12, "learning_rate": 0.0008884653961885657, "loss": 1.8259, "theoretical_loss": 4.0433346815442, "tokens_seen": 397410304 }, { "epoch": 0.12, "learning_rate": 0.0008884453360080241, "loss": 1.778, "theoretical_loss": 4.043260535027285, "tokens_seen": 397475840 }, { "epoch": 0.12, "learning_rate": 0.0008884252758274825, "loss": 1.7848, "theoretical_loss": 4.043186404157117, "tokens_seen": 397541376 }, { "epoch": 0.12, "learning_rate": 0.0008884052156469408, "loss": 1.7881, "theoretical_loss": 4.0431122889278175, "tokens_seen": 397606912 }, { "epoch": 0.12, "learning_rate": 0.0008883851554663992, "loss": 1.7349, "theoretical_loss": 4.043038189333508, "tokens_seen": 397672448 }, { "epoch": 0.12, "learning_rate": 0.0008883650952858577, "loss": 1.8538, "theoretical_loss": 4.0429641053683145, "tokens_seen": 397737984 }, { "epoch": 0.12, "learning_rate": 0.0008883450351053159, "loss": 1.7809, "theoretical_loss": 4.042890037026368, "tokens_seen": 397803520 }, { "epoch": 0.12, "learning_rate": 0.0008883249749247744, "loss": 1.7622, "theoretical_loss": 4.042815984301798, "tokens_seen": 397869056 }, { "epoch": 0.12, "learning_rate": 0.0008883049147442326, "loss": 1.7507, "theoretical_loss": 4.042741947188741, "tokens_seen": 397934592 }, { "epoch": 0.12, "learning_rate": 0.0008882848545636911, "loss": 1.7028, "theoretical_loss": 4.042667925681337, "tokens_seen": 398000128 }, { "epoch": 0.12, "learning_rate": 0.0008882647943831495, "loss": 1.7455, "theoretical_loss": 4.042593919773726, "tokens_seen": 398065664 }, { "epoch": 0.12, "learning_rate": 0.0008882447342026078, "loss": 1.59, "theoretical_loss": 4.0425199294600525, "tokens_seen": 398131200 }, { "epoch": 0.12, "learning_rate": 0.0008882246740220662, "loss": 1.7077, "theoretical_loss": 4.042445954734466, "tokens_seen": 398196736 }, { "epoch": 0.12, "learning_rate": 0.0008882046138415247, "loss": 1.8407, "theoretical_loss": 4.042371995591118, "tokens_seen": 398262272 }, { "epoch": 0.12, "learning_rate": 0.0008881845536609829, "loss": 1.8003, "theoretical_loss": 4.042298052024162, "tokens_seen": 398327808 }, { "epoch": 0.12, "learning_rate": 0.0008881644934804414, "loss": 1.8477, "theoretical_loss": 4.042224124027754, "tokens_seen": 398393344 }, { "epoch": 0.12, "learning_rate": 0.0008881444332998996, "loss": 1.7051, "theoretical_loss": 4.0421502115960575, "tokens_seen": 398458880 }, { "epoch": 0.12, "learning_rate": 0.0008881243731193581, "loss": 1.5807, "theoretical_loss": 4.042076314723236, "tokens_seen": 398524416 }, { "epoch": 0.12, "learning_rate": 0.0008881043129388165, "loss": 1.6232, "theoretical_loss": 4.0420024334034546, "tokens_seen": 398589952 }, { "epoch": 0.12, "learning_rate": 0.0008880842527582748, "loss": 1.7288, "theoretical_loss": 4.041928567630885, "tokens_seen": 398655488 }, { "epoch": 0.12, "learning_rate": 0.0008880641925777332, "loss": 1.6554, "theoretical_loss": 4.0418547173997, "tokens_seen": 398721024 }, { "epoch": 0.12, "learning_rate": 0.0008880441323971916, "loss": 1.7113, "theoretical_loss": 4.041780882704076, "tokens_seen": 398786560 }, { "epoch": 0.12, "learning_rate": 0.0008880240722166499, "loss": 1.7606, "theoretical_loss": 4.041707063538193, "tokens_seen": 398852096 }, { "epoch": 0.12, "learning_rate": 0.0008880040120361084, "loss": 1.7467, "theoretical_loss": 4.0416332598962335, "tokens_seen": 398917632 }, { "epoch": 0.12, "learning_rate": 0.0008879839518555667, "loss": 1.6222, "theoretical_loss": 4.041559471772382, "tokens_seen": 398983168 }, { "epoch": 0.12, "learning_rate": 0.0008879638916750251, "loss": 1.77, "theoretical_loss": 4.0414856991608294, "tokens_seen": 399048704 }, { "epoch": 0.12, "learning_rate": 0.0008879438314944834, "loss": 1.6854, "theoretical_loss": 4.041411942055767, "tokens_seen": 399114240 }, { "epoch": 0.12, "learning_rate": 0.0008879237713139419, "loss": 1.7659, "theoretical_loss": 4.04133820045139, "tokens_seen": 399179776 }, { "epoch": 0.12, "learning_rate": 0.0008879037111334002, "loss": 1.8196, "theoretical_loss": 4.041264474341896, "tokens_seen": 399245312 }, { "epoch": 0.12, "learning_rate": 0.0008878836509528586, "loss": 1.8015, "theoretical_loss": 4.041190763721488, "tokens_seen": 399310848 }, { "epoch": 0.12, "learning_rate": 0.0008878635907723169, "loss": 1.7079, "theoretical_loss": 4.04111706858437, "tokens_seen": 399376384 }, { "epoch": 0.12, "learning_rate": 0.0008878435305917754, "loss": 1.7024, "theoretical_loss": 4.04104338892475, "tokens_seen": 399441920 }, { "epoch": 0.12, "learning_rate": 0.0008878234704112337, "loss": 1.6853, "theoretical_loss": 4.040969724736838, "tokens_seen": 399507456 }, { "epoch": 0.12, "learning_rate": 0.0008878034102306921, "loss": 1.6133, "theoretical_loss": 4.040896076014848, "tokens_seen": 399572992 }, { "epoch": 0.12, "learning_rate": 0.0008877833500501504, "loss": 1.7696, "theoretical_loss": 4.040822442752997, "tokens_seen": 399638528 }, { "epoch": 0.12, "learning_rate": 0.0008877632898696089, "loss": 1.6849, "theoretical_loss": 4.040748824945507, "tokens_seen": 399704064 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.4920065701007843, "objective/train/docs_used": 151634, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6224642992019653, "objective/train/original_loss": 1.6224645376205444, "objective/train/theoretical_loss": 4.040675222586599, "objective/train/tokens_used": 420229600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24278749525547028, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050434947013855, "objective/train/weighted_lm_loss": 1.7043081521987915, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.040675222586599, "tokens_seen": 399769600 }, { "epoch": 0.12, "learning_rate": 0.0008877432296890672, "loss": 1.6058, "theoretical_loss": 4.040675222586599, "tokens_seen": 399769600 }, { "epoch": 0.12, "learning_rate": 0.0008877231695085256, "loss": 1.5935, "theoretical_loss": 4.040601635670501, "tokens_seen": 399835136 }, { "epoch": 0.12, "learning_rate": 0.0008877031093279839, "loss": 1.6786, "theoretical_loss": 4.040528064191441, "tokens_seen": 399900672 }, { "epoch": 0.12, "learning_rate": 0.0008876830491474423, "loss": 1.6391, "theoretical_loss": 4.040454508143652, "tokens_seen": 399966208 }, { "epoch": 0.12, "learning_rate": 0.0008876629889669007, "loss": 1.6811, "theoretical_loss": 4.04038096752137, "tokens_seen": 400031744 }, { "epoch": 0.12, "learning_rate": 0.0008876429287863591, "loss": 1.6204, "theoretical_loss": 4.040307442318834, "tokens_seen": 400097280 }, { "epoch": 0.12, "learning_rate": 0.0008876228686058174, "loss": 1.7193, "theoretical_loss": 4.0402339325302865, "tokens_seen": 400162816 }, { "epoch": 0.12, "learning_rate": 0.0008876028084252759, "loss": 1.772, "theoretical_loss": 4.040160438149971, "tokens_seen": 400228352 }, { "epoch": 0.12, "learning_rate": 0.0008875827482447342, "loss": 1.7396, "theoretical_loss": 4.040086959172136, "tokens_seen": 400293888 }, { "epoch": 0.12, "learning_rate": 0.0008875626880641926, "loss": 1.6233, "theoretical_loss": 4.040013495591033, "tokens_seen": 400359424 }, { "epoch": 0.12, "learning_rate": 0.000887542627883651, "loss": 1.6648, "theoretical_loss": 4.039940047400916, "tokens_seen": 400424960 }, { "epoch": 0.12, "learning_rate": 0.0008875225677031093, "loss": 1.6596, "theoretical_loss": 4.0398666145960425, "tokens_seen": 400490496 }, { "epoch": 0.12, "learning_rate": 0.0008875025075225677, "loss": 1.5847, "theoretical_loss": 4.039793197170672, "tokens_seen": 400556032 }, { "epoch": 0.12, "learning_rate": 0.0008874824473420261, "loss": 1.6665, "theoretical_loss": 4.03971979511907, "tokens_seen": 400621568 }, { "epoch": 0.12, "learning_rate": 0.0008874623871614844, "loss": 1.8048, "theoretical_loss": 4.039646408435502, "tokens_seen": 400687104 }, { "epoch": 0.12, "learning_rate": 0.0008874423269809429, "loss": 1.7428, "theoretical_loss": 4.039573037114236, "tokens_seen": 400752640 }, { "epoch": 0.12, "learning_rate": 0.0008874222668004011, "loss": 1.737, "theoretical_loss": 4.039499681149547, "tokens_seen": 400818176 }, { "epoch": 0.12, "learning_rate": 0.0008874022066198596, "loss": 1.7766, "theoretical_loss": 4.0394263405357105, "tokens_seen": 400883712 }, { "epoch": 0.12, "learning_rate": 0.0008873821464393181, "loss": 1.7353, "theoretical_loss": 4.039353015267004, "tokens_seen": 400949248 }, { "epoch": 0.12, "learning_rate": 0.0008873620862587763, "loss": 1.6646, "theoretical_loss": 4.0392797053377105, "tokens_seen": 401014784 }, { "epoch": 0.12, "learning_rate": 0.0008873420260782348, "loss": 1.7196, "theoretical_loss": 4.039206410742114, "tokens_seen": 401080320 }, { "epoch": 0.12, "learning_rate": 0.000887321965897693, "loss": 1.7357, "theoretical_loss": 4.039133131474505, "tokens_seen": 401145856 }, { "epoch": 0.12, "learning_rate": 0.0008873019057171515, "loss": 1.5398, "theoretical_loss": 4.039059867529171, "tokens_seen": 401211392 }, { "epoch": 0.12, "learning_rate": 0.0008872818455366099, "loss": 1.7319, "theoretical_loss": 4.0389866189004096, "tokens_seen": 401276928 }, { "epoch": 0.12, "learning_rate": 0.0008872617853560682, "loss": 1.6942, "theoretical_loss": 4.038913385582515, "tokens_seen": 401342464 }, { "epoch": 0.12, "learning_rate": 0.0008872417251755266, "loss": 1.6616, "theoretical_loss": 4.03884016756979, "tokens_seen": 401408000 }, { "epoch": 0.12, "learning_rate": 0.0008872216649949851, "loss": 1.6534, "theoretical_loss": 4.038766964856537, "tokens_seen": 401473536 }, { "epoch": 0.12, "learning_rate": 0.0008872016048144433, "loss": 1.675, "theoretical_loss": 4.038693777437061, "tokens_seen": 401539072 }, { "epoch": 0.12, "learning_rate": 0.0008871815446339018, "loss": 1.7144, "theoretical_loss": 4.038620605305673, "tokens_seen": 401604608 }, { "epoch": 0.12, "learning_rate": 0.00088716148445336, "loss": 1.6308, "theoretical_loss": 4.0385474484566855, "tokens_seen": 401670144 }, { "epoch": 0.12, "learning_rate": 0.0008871414242728185, "loss": 1.6743, "theoretical_loss": 4.038474306884414, "tokens_seen": 401735680 }, { "epoch": 0.12, "learning_rate": 0.0008871213640922769, "loss": 1.7202, "theoretical_loss": 4.038401180583175, "tokens_seen": 401801216 }, { "epoch": 0.12, "learning_rate": 0.0008871013039117352, "loss": 1.5014, "theoretical_loss": 4.038328069547293, "tokens_seen": 401866752 }, { "epoch": 0.12, "learning_rate": 0.0008870812437311936, "loss": 1.7556, "theoretical_loss": 4.0382549737710915, "tokens_seen": 401932288 }, { "epoch": 0.12, "learning_rate": 0.000887061183550652, "loss": 1.6331, "theoretical_loss": 4.038181893248898, "tokens_seen": 401997824 }, { "epoch": 0.12, "learning_rate": 0.0008870411233701103, "loss": 1.7542, "theoretical_loss": 4.038108827975043, "tokens_seen": 402063360 }, { "epoch": 0.12, "learning_rate": 0.0008870210631895688, "loss": 1.6324, "theoretical_loss": 4.03803577794386, "tokens_seen": 402128896 }, { "epoch": 0.12, "learning_rate": 0.0008870010030090271, "loss": 1.6813, "theoretical_loss": 4.037962743149687, "tokens_seen": 402194432 }, { "epoch": 0.12, "learning_rate": 0.0008869809428284855, "loss": 1.6299, "theoretical_loss": 4.037889723586863, "tokens_seen": 402259968 }, { "epoch": 0.12, "learning_rate": 0.0008869608826479438, "loss": 1.8496, "theoretical_loss": 4.03781671924973, "tokens_seen": 402325504 }, { "epoch": 0.12, "learning_rate": 0.0008869408224674023, "loss": 1.6649, "theoretical_loss": 4.037743730132635, "tokens_seen": 402391040 }, { "epoch": 0.12, "learning_rate": 0.0008869207622868606, "loss": 1.6666, "theoretical_loss": 4.037670756229927, "tokens_seen": 402456576 }, { "epoch": 0.12, "learning_rate": 0.000886900702106319, "loss": 1.5544, "theoretical_loss": 4.037597797535957, "tokens_seen": 402522112 }, { "epoch": 0.12, "learning_rate": 0.0008868806419257773, "loss": 1.6848, "theoretical_loss": 4.03752485404508, "tokens_seen": 402587648 }, { "epoch": 0.12, "learning_rate": 0.0008868605817452358, "loss": 1.6837, "theoretical_loss": 4.037451925751654, "tokens_seen": 402653184 }, { "epoch": 0.12, "learning_rate": 0.0008868405215646941, "loss": 1.7491, "theoretical_loss": 4.037379012650041, "tokens_seen": 402718720 }, { "epoch": 0.12, "learning_rate": 0.0008868204613841525, "loss": 1.6797, "theoretical_loss": 4.037306114734603, "tokens_seen": 402784256 }, { "epoch": 0.12, "learning_rate": 0.0008868004012036108, "loss": 1.7346, "theoretical_loss": 4.037233231999708, "tokens_seen": 402849792 }, { "epoch": 0.12, "learning_rate": 0.0008867803410230693, "loss": 1.6458, "theoretical_loss": 4.0371603644397265, "tokens_seen": 402915328 }, { "epoch": 0.12, "learning_rate": 0.0008867602808425276, "loss": 1.7762, "theoretical_loss": 4.03708751204903, "tokens_seen": 402980864 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.4884590804576874, "objective/train/docs_used": 152845, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.555906891822815, "objective/train/original_loss": 1.5559066534042358, "objective/train/theoretical_loss": 4.037014674821996, "objective/train/tokens_used": 423506400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23926691710948944, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500620603561401, "objective/train/weighted_lm_loss": 1.6336621046066284, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.037014674821996, "tokens_seen": 403046400 }, { "epoch": 0.12, "learning_rate": 0.000886740220661986, "loss": 1.7122, "theoretical_loss": 4.037014674821996, "tokens_seen": 403046400 }, { "epoch": 0.12, "learning_rate": 0.0008867201604814443, "loss": 1.781, "theoretical_loss": 4.036941852753001, "tokens_seen": 403111936 }, { "epoch": 0.12, "learning_rate": 0.0008867001003009027, "loss": 1.6895, "theoretical_loss": 4.03686904583643, "tokens_seen": 403177472 }, { "epoch": 0.12, "learning_rate": 0.0008866800401203611, "loss": 1.7167, "theoretical_loss": 4.036796254066666, "tokens_seen": 403243008 }, { "epoch": 0.12, "learning_rate": 0.0008866599799398195, "loss": 1.6275, "theoretical_loss": 4.036723477438097, "tokens_seen": 403308544 }, { "epoch": 0.12, "learning_rate": 0.0008866399197592778, "loss": 1.6639, "theoretical_loss": 4.0366507159451155, "tokens_seen": 403374080 }, { "epoch": 0.12, "learning_rate": 0.0008866198595787363, "loss": 1.7336, "theoretical_loss": 4.036577969582114, "tokens_seen": 403439616 }, { "epoch": 0.12, "learning_rate": 0.0008865997993981946, "loss": 1.7358, "theoretical_loss": 4.036505238343488, "tokens_seen": 403505152 }, { "epoch": 0.12, "learning_rate": 0.000886579739217653, "loss": 1.6951, "theoretical_loss": 4.03643252222364, "tokens_seen": 403570688 }, { "epoch": 0.12, "learning_rate": 0.0008865596790371114, "loss": 1.5281, "theoretical_loss": 4.036359821216973, "tokens_seen": 403636224 }, { "epoch": 0.12, "learning_rate": 0.0008865396188565697, "loss": 1.6679, "theoretical_loss": 4.03628713531789, "tokens_seen": 403701760 }, { "epoch": 0.12, "learning_rate": 0.0008865195586760281, "loss": 1.6987, "theoretical_loss": 4.036214464520802, "tokens_seen": 403767296 }, { "epoch": 0.12, "learning_rate": 0.0008864994984954865, "loss": 1.7154, "theoretical_loss": 4.03614180882012, "tokens_seen": 403832832 }, { "epoch": 0.12, "learning_rate": 0.0008864794383149448, "loss": 1.7357, "theoretical_loss": 4.036069168210259, "tokens_seen": 403898368 }, { "epoch": 0.12, "learning_rate": 0.0008864593781344033, "loss": 1.7683, "theoretical_loss": 4.035996542685638, "tokens_seen": 403963904 }, { "epoch": 0.12, "learning_rate": 0.0008864393179538615, "loss": 1.5992, "theoretical_loss": 4.035923932240674, "tokens_seen": 404029440 }, { "epoch": 0.12, "learning_rate": 0.00088641925777332, "loss": 1.6875, "theoretical_loss": 4.035851336869795, "tokens_seen": 404094976 }, { "epoch": 0.12, "learning_rate": 0.0008863991975927784, "loss": 1.6608, "theoretical_loss": 4.035778756567426, "tokens_seen": 404160512 }, { "epoch": 0.12, "learning_rate": 0.0008863791374122367, "loss": 1.7379, "theoretical_loss": 4.0357061913279955, "tokens_seen": 404226048 }, { "epoch": 0.12, "learning_rate": 0.0008863590772316951, "loss": 1.687, "theoretical_loss": 4.035633641145937, "tokens_seen": 404291584 }, { "epoch": 0.12, "learning_rate": 0.0008863390170511534, "loss": 1.6801, "theoretical_loss": 4.035561106015686, "tokens_seen": 404357120 }, { "epoch": 0.12, "learning_rate": 0.0008863189568706118, "loss": 1.7063, "theoretical_loss": 4.035488585931681, "tokens_seen": 404422656 }, { "epoch": 0.12, "learning_rate": 0.0008862988966900703, "loss": 1.6407, "theoretical_loss": 4.035416080888364, "tokens_seen": 404488192 }, { "epoch": 0.12, "learning_rate": 0.0008862788365095285, "loss": 1.7144, "theoretical_loss": 4.035343590880178, "tokens_seen": 404553728 }, { "epoch": 0.12, "learning_rate": 0.000886258776328987, "loss": 1.6793, "theoretical_loss": 4.035271115901571, "tokens_seen": 404619264 }, { "epoch": 0.12, "learning_rate": 0.0008862387161484454, "loss": 1.8213, "theoretical_loss": 4.035198655946994, "tokens_seen": 404684800 }, { "epoch": 0.12, "learning_rate": 0.0008862186559679037, "loss": 1.7371, "theoretical_loss": 4.035126211010899, "tokens_seen": 404750336 }, { "epoch": 0.12, "learning_rate": 0.0008861985957873621, "loss": 1.5614, "theoretical_loss": 4.035053781087743, "tokens_seen": 404815872 }, { "epoch": 0.12, "learning_rate": 0.0008861785356068204, "loss": 1.6326, "theoretical_loss": 4.034981366171985, "tokens_seen": 404881408 }, { "epoch": 0.12, "learning_rate": 0.0008861584754262788, "loss": 1.6813, "theoretical_loss": 4.0349089662580875, "tokens_seen": 404946944 }, { "epoch": 0.12, "learning_rate": 0.0008861384152457373, "loss": 1.7213, "theoretical_loss": 4.034836581340515, "tokens_seen": 405012480 }, { "epoch": 0.12, "learning_rate": 0.0008861183550651955, "loss": 1.6701, "theoretical_loss": 4.034764211413735, "tokens_seen": 405078016 }, { "epoch": 0.12, "learning_rate": 0.000886098294884654, "loss": 1.6912, "theoretical_loss": 4.034691856472219, "tokens_seen": 405143552 }, { "epoch": 0.12, "learning_rate": 0.0008860782347041123, "loss": 1.6378, "theoretical_loss": 4.034619516510441, "tokens_seen": 405209088 }, { "epoch": 0.12, "learning_rate": 0.0008860581745235707, "loss": 1.7264, "theoretical_loss": 4.034547191522877, "tokens_seen": 405274624 }, { "epoch": 0.12, "learning_rate": 0.0008860381143430291, "loss": 1.8048, "theoretical_loss": 4.034474881504007, "tokens_seen": 405340160 }, { "epoch": 0.12, "learning_rate": 0.0008860180541624875, "loss": 1.743, "theoretical_loss": 4.034402586448315, "tokens_seen": 405405696 }, { "epoch": 0.12, "learning_rate": 0.0008859979939819458, "loss": 1.7185, "theoretical_loss": 4.0343303063502844, "tokens_seen": 405471232 }, { "epoch": 0.12, "learning_rate": 0.0008859779338014042, "loss": 1.9438, "theoretical_loss": 4.034258041204404, "tokens_seen": 405536768 }, { "epoch": 0.12, "learning_rate": 0.0008859578736208625, "loss": 1.6551, "theoretical_loss": 4.034185791005166, "tokens_seen": 405602304 }, { "epoch": 0.12, "learning_rate": 0.000885937813440321, "loss": 1.703, "theoretical_loss": 4.034113555747065, "tokens_seen": 405667840 }, { "epoch": 0.12, "learning_rate": 0.0008859177532597793, "loss": 1.73, "theoretical_loss": 4.034041335424597, "tokens_seen": 405733376 }, { "epoch": 0.12, "learning_rate": 0.0008858976930792377, "loss": 1.6462, "theoretical_loss": 4.033969130032263, "tokens_seen": 405798912 }, { "epoch": 0.12, "learning_rate": 0.0008858776328986962, "loss": 1.6174, "theoretical_loss": 4.033896939564565, "tokens_seen": 405864448 }, { "epoch": 0.12, "learning_rate": 0.0008858575727181545, "loss": 1.6147, "theoretical_loss": 4.0338247640160105, "tokens_seen": 405929984 }, { "epoch": 0.12, "learning_rate": 0.0008858375125376129, "loss": 1.8021, "theoretical_loss": 4.0337526033811075, "tokens_seen": 405995520 }, { "epoch": 0.12, "learning_rate": 0.0008858174523570712, "loss": 1.6092, "theoretical_loss": 4.033680457654368, "tokens_seen": 406061056 }, { "epoch": 0.12, "learning_rate": 0.0008857973921765297, "loss": 1.576, "theoretical_loss": 4.033608326830306, "tokens_seen": 406126592 }, { "epoch": 0.12, "learning_rate": 0.000885777331995988, "loss": 1.7152, "theoretical_loss": 4.033536210903439, "tokens_seen": 406192128 }, { "epoch": 0.12, "learning_rate": 0.0008857572718154464, "loss": 1.7216, "theoretical_loss": 4.033464109868289, "tokens_seen": 406257664 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.49587690830230713, "objective/train/docs_used": 154148, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5138962268829346, "objective/train/original_loss": 1.5138959884643555, "objective/train/theoretical_loss": 4.0333920237193785, "objective/train/tokens_used": 426783200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24605120718479156, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508387088775635, "objective/train/weighted_lm_loss": 1.5908278226852417, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.0333920237193785, "tokens_seen": 406323200 }, { "epoch": 0.12, "learning_rate": 0.0008857372116349047, "loss": 1.614, "theoretical_loss": 4.0333920237193785, "tokens_seen": 406323200 }, { "epoch": 0.12, "learning_rate": 0.0008857171514543631, "loss": 1.5859, "theoretical_loss": 4.033319952451233, "tokens_seen": 406388736 }, { "epoch": 0.12, "learning_rate": 0.0008856970912738215, "loss": 1.5933, "theoretical_loss": 4.033247896058382, "tokens_seen": 406454272 }, { "epoch": 0.12, "learning_rate": 0.0008856770310932799, "loss": 1.6813, "theoretical_loss": 4.03317585453536, "tokens_seen": 406519808 }, { "epoch": 0.12, "learning_rate": 0.0008856569709127382, "loss": 1.4754, "theoretical_loss": 4.0331038278766975, "tokens_seen": 406585344 }, { "epoch": 0.12, "learning_rate": 0.0008856369107321967, "loss": 1.6915, "theoretical_loss": 4.033031816076936, "tokens_seen": 406650880 }, { "epoch": 0.12, "learning_rate": 0.000885616850551655, "loss": 1.7038, "theoretical_loss": 4.032959819130615, "tokens_seen": 406716416 }, { "epoch": 0.12, "learning_rate": 0.0008855967903711134, "loss": 1.7263, "theoretical_loss": 4.032887837032277, "tokens_seen": 406781952 }, { "epoch": 0.12, "learning_rate": 0.0008855767301905718, "loss": 1.8097, "theoretical_loss": 4.032815869776471, "tokens_seen": 406847488 }, { "epoch": 0.12, "learning_rate": 0.0008855566700100301, "loss": 1.7635, "theoretical_loss": 4.0327439173577435, "tokens_seen": 406913024 }, { "epoch": 0.12, "learning_rate": 0.0008855366098294885, "loss": 1.7598, "theoretical_loss": 4.032671979770649, "tokens_seen": 406978560 }, { "epoch": 0.12, "learning_rate": 0.0008855165496489469, "loss": 1.6579, "theoretical_loss": 4.032600057009741, "tokens_seen": 407044096 }, { "epoch": 0.12, "learning_rate": 0.0008854964894684052, "loss": 1.6921, "theoretical_loss": 4.032528149069579, "tokens_seen": 407109632 }, { "epoch": 0.12, "learning_rate": 0.0008854764292878637, "loss": 1.7444, "theoretical_loss": 4.032456255944723, "tokens_seen": 407175168 }, { "epoch": 0.12, "learning_rate": 0.0008854563691073219, "loss": 1.6354, "theoretical_loss": 4.032384377629737, "tokens_seen": 407240704 }, { "epoch": 0.12, "learning_rate": 0.0008854363089267804, "loss": 1.84, "theoretical_loss": 4.032312514119187, "tokens_seen": 407306240 }, { "epoch": 0.12, "learning_rate": 0.0008854162487462388, "loss": 1.6797, "theoretical_loss": 4.0322406654076435, "tokens_seen": 407371776 }, { "epoch": 0.12, "learning_rate": 0.0008853961885656971, "loss": 1.7291, "theoretical_loss": 4.032168831489678, "tokens_seen": 407437312 }, { "epoch": 0.12, "learning_rate": 0.0008853761283851555, "loss": 1.7825, "theoretical_loss": 4.032097012359867, "tokens_seen": 407502848 }, { "epoch": 0.12, "learning_rate": 0.0008853560682046138, "loss": 1.6212, "theoretical_loss": 4.0320252080127865, "tokens_seen": 407568384 }, { "epoch": 0.12, "learning_rate": 0.0008853360080240722, "loss": 1.7734, "theoretical_loss": 4.0319534184430195, "tokens_seen": 407633920 }, { "epoch": 0.12, "learning_rate": 0.0008853159478435307, "loss": 1.6859, "theoretical_loss": 4.031881643645149, "tokens_seen": 407699456 }, { "epoch": 0.12, "learning_rate": 0.0008852958876629889, "loss": 1.7826, "theoretical_loss": 4.031809883613761, "tokens_seen": 407764992 }, { "epoch": 0.12, "learning_rate": 0.0008852758274824474, "loss": 1.5211, "theoretical_loss": 4.031738138343446, "tokens_seen": 407830528 }, { "epoch": 0.12, "learning_rate": 0.0008852557673019058, "loss": 1.7162, "theoretical_loss": 4.031666407828795, "tokens_seen": 407896064 }, { "epoch": 0.12, "learning_rate": 0.0008852357071213641, "loss": 1.7394, "theoretical_loss": 4.031594692064405, "tokens_seen": 407961600 }, { "epoch": 0.12, "learning_rate": 0.0008852156469408225, "loss": 1.6073, "theoretical_loss": 4.031522991044873, "tokens_seen": 408027136 }, { "epoch": 0.12, "learning_rate": 0.0008851955867602808, "loss": 1.7767, "theoretical_loss": 4.0314513047648, "tokens_seen": 408092672 }, { "epoch": 0.12, "learning_rate": 0.0008851755265797392, "loss": 1.5802, "theoretical_loss": 4.03137963321879, "tokens_seen": 408158208 }, { "epoch": 0.12, "learning_rate": 0.0008851554663991977, "loss": 1.5961, "theoretical_loss": 4.031307976401449, "tokens_seen": 408223744 }, { "epoch": 0.12, "learning_rate": 0.0008851354062186559, "loss": 1.7465, "theoretical_loss": 4.031236334307387, "tokens_seen": 408289280 }, { "epoch": 0.12, "learning_rate": 0.0008851153460381144, "loss": 1.8301, "theoretical_loss": 4.031164706931215, "tokens_seen": 408354816 }, { "epoch": 0.12, "learning_rate": 0.0008850952858575727, "loss": 1.6845, "theoretical_loss": 4.0310930942675505, "tokens_seen": 408420352 }, { "epoch": 0.12, "learning_rate": 0.0008850752256770311, "loss": 1.7814, "theoretical_loss": 4.03102149631101, "tokens_seen": 408485888 }, { "epoch": 0.12, "learning_rate": 0.0008850551654964895, "loss": 1.5873, "theoretical_loss": 4.030949913056213, "tokens_seen": 408551424 }, { "epoch": 0.12, "learning_rate": 0.0008850351053159479, "loss": 1.7496, "theoretical_loss": 4.030878344497786, "tokens_seen": 408616960 }, { "epoch": 0.12, "learning_rate": 0.0008850150451354062, "loss": 1.6609, "theoretical_loss": 4.030806790630353, "tokens_seen": 408682496 }, { "epoch": 0.12, "learning_rate": 0.0008849949849548646, "loss": 1.6315, "theoretical_loss": 4.030735251448545, "tokens_seen": 408748032 }, { "epoch": 0.12, "learning_rate": 0.0008849749247743229, "loss": 1.6608, "theoretical_loss": 4.030663726946992, "tokens_seen": 408813568 }, { "epoch": 0.12, "learning_rate": 0.0008849548645937814, "loss": 1.7091, "theoretical_loss": 4.030592217120331, "tokens_seen": 408879104 }, { "epoch": 0.12, "learning_rate": 0.0008849348044132397, "loss": 1.605, "theoretical_loss": 4.030520721963199, "tokens_seen": 408944640 }, { "epoch": 0.12, "learning_rate": 0.0008849147442326981, "loss": 1.6562, "theoretical_loss": 4.030449241470235, "tokens_seen": 409010176 }, { "epoch": 0.12, "learning_rate": 0.0008848946840521565, "loss": 1.6737, "theoretical_loss": 4.030377775636084, "tokens_seen": 409075712 }, { "epoch": 0.12, "learning_rate": 0.0008848746238716149, "loss": 1.6781, "theoretical_loss": 4.030306324455392, "tokens_seen": 409141248 }, { "epoch": 0.12, "learning_rate": 0.0008848545636910732, "loss": 1.5943, "theoretical_loss": 4.030234887922808, "tokens_seen": 409206784 }, { "epoch": 0.12, "learning_rate": 0.0008848345035105316, "loss": 1.6954, "theoretical_loss": 4.030163466032984, "tokens_seen": 409272320 }, { "epoch": 0.12, "learning_rate": 0.00088481444332999, "loss": 1.6496, "theoretical_loss": 4.030092058780573, "tokens_seen": 409337856 }, { "epoch": 0.12, "learning_rate": 0.0008847943831494484, "loss": 1.8028, "theoretical_loss": 4.030020666160234, "tokens_seen": 409403392 }, { "epoch": 0.12, "learning_rate": 0.0008847743229689067, "loss": 1.6431, "theoretical_loss": 4.029949288166627, "tokens_seen": 409468928 }, { "epoch": 0.12, "learning_rate": 0.0008847542627883651, "loss": 1.5435, "theoretical_loss": 4.029877924794415, "tokens_seen": 409534464 }, { "epoch": 0.12, "objective/train/advantage_avg": 0.49289989471435547, "objective/train/docs_used": 155224, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.73809814453125, "objective/train/original_loss": 1.738098382949829, "objective/train/theoretical_loss": 4.029806576038263, "objective/train/tokens_used": 430060000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24331925809383392, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505269765853882, "objective/train/weighted_lm_loss": 1.8255553245544434, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.029806576038263, "tokens_seen": 409600000 }, { "epoch": 0.12, "learning_rate": 0.0008847342026078234, "loss": 1.6939, "theoretical_loss": 4.029806576038263, "tokens_seen": 409600000 }, { "epoch": 0.12, "learning_rate": 0.0008847141424272819, "loss": 1.5399, "theoretical_loss": 4.0297352418928405, "tokens_seen": 409665536 }, { "epoch": 0.12, "learning_rate": 0.0008846940822467402, "loss": 1.5897, "theoretical_loss": 4.0296639223528175, "tokens_seen": 409731072 }, { "epoch": 0.12, "learning_rate": 0.0008846740220661986, "loss": 1.7601, "theoretical_loss": 4.02959261741287, "tokens_seen": 409796608 }, { "epoch": 0.12, "learning_rate": 0.000884653961885657, "loss": 1.4896, "theoretical_loss": 4.029521327067675, "tokens_seen": 409862144 }, { "epoch": 0.12, "learning_rate": 0.0008846339017051154, "loss": 1.6404, "theoretical_loss": 4.029450051311912, "tokens_seen": 409927680 }, { "epoch": 0.12, "learning_rate": 0.0008846138415245737, "loss": 1.7851, "theoretical_loss": 4.029378790140261, "tokens_seen": 409993216 }, { "epoch": 0.12, "learning_rate": 0.0008845937813440322, "loss": 1.6865, "theoretical_loss": 4.029307543547411, "tokens_seen": 410058752 }, { "epoch": 0.12, "learning_rate": 0.0008845737211634904, "loss": 1.6179, "theoretical_loss": 4.029236311528049, "tokens_seen": 410124288 }, { "epoch": 0.12, "learning_rate": 0.0008845536609829489, "loss": 1.6504, "theoretical_loss": 4.029165094076864, "tokens_seen": 410189824 }, { "epoch": 0.12, "learning_rate": 0.0008845336008024072, "loss": 1.784, "theoretical_loss": 4.029093891188552, "tokens_seen": 410255360 }, { "epoch": 0.12, "learning_rate": 0.0008845135406218656, "loss": 1.7336, "theoretical_loss": 4.029022702857809, "tokens_seen": 410320896 }, { "epoch": 0.12, "learning_rate": 0.000884493480441324, "loss": 1.7137, "theoretical_loss": 4.028951529079334, "tokens_seen": 410386432 }, { "epoch": 0.12, "learning_rate": 0.0008844734202607823, "loss": 1.6833, "theoretical_loss": 4.028880369847829, "tokens_seen": 410451968 }, { "epoch": 0.12, "learning_rate": 0.0008844533600802407, "loss": 1.6997, "theoretical_loss": 4.028809225158, "tokens_seen": 410517504 }, { "epoch": 0.12, "learning_rate": 0.0008844332998996992, "loss": 1.7912, "theoretical_loss": 4.0287380950045515, "tokens_seen": 410583040 }, { "epoch": 0.12, "learning_rate": 0.0008844132397191574, "loss": 1.5385, "theoretical_loss": 4.028666979382197, "tokens_seen": 410648576 }, { "epoch": 0.12, "learning_rate": 0.0008843931795386159, "loss": 1.6839, "theoretical_loss": 4.028595878285648, "tokens_seen": 410714112 }, { "epoch": 0.12, "learning_rate": 0.0008843731193580742, "loss": 1.6628, "theoretical_loss": 4.028524791709621, "tokens_seen": 410779648 }, { "epoch": 0.12, "learning_rate": 0.0008843530591775326, "loss": 1.6706, "theoretical_loss": 4.0284537196488355, "tokens_seen": 410845184 }, { "epoch": 0.12, "learning_rate": 0.0008843329989969911, "loss": 1.6575, "theoretical_loss": 4.028382662098011, "tokens_seen": 410910720 }, { "epoch": 0.12, "learning_rate": 0.0008843129388164493, "loss": 1.6833, "theoretical_loss": 4.028311619051873, "tokens_seen": 410976256 }, { "epoch": 0.12, "learning_rate": 0.0008842928786359078, "loss": 1.7105, "theoretical_loss": 4.028240590505148, "tokens_seen": 411041792 }, { "epoch": 0.12, "learning_rate": 0.0008842728184553662, "loss": 1.6891, "theoretical_loss": 4.028169576452566, "tokens_seen": 411107328 }, { "epoch": 0.12, "learning_rate": 0.0008842527582748245, "loss": 1.6028, "theoretical_loss": 4.028098576888859, "tokens_seen": 411172864 }, { "epoch": 0.12, "learning_rate": 0.0008842326980942829, "loss": 1.8081, "theoretical_loss": 4.028027591808764, "tokens_seen": 411238400 }, { "epoch": 0.12, "learning_rate": 0.0008842126379137413, "loss": 1.6304, "theoretical_loss": 4.027956621207015, "tokens_seen": 411303936 }, { "epoch": 0.12, "learning_rate": 0.0008841925777331996, "loss": 1.7428, "theoretical_loss": 4.027885665078356, "tokens_seen": 411369472 }, { "epoch": 0.12, "learning_rate": 0.0008841725175526581, "loss": 1.6705, "theoretical_loss": 4.0278147234175306, "tokens_seen": 411435008 }, { "epoch": 0.12, "learning_rate": 0.0008841524573721163, "loss": 1.6065, "theoretical_loss": 4.0277437962192835, "tokens_seen": 411500544 }, { "epoch": 0.12, "learning_rate": 0.0008841323971915748, "loss": 1.6634, "theoretical_loss": 4.027672883478364, "tokens_seen": 411566080 }, { "epoch": 0.12, "learning_rate": 0.0008841123370110331, "loss": 1.8244, "theoretical_loss": 4.027601985189524, "tokens_seen": 411631616 }, { "epoch": 0.12, "learning_rate": 0.0008840922768304915, "loss": 1.6679, "theoretical_loss": 4.027531101347519, "tokens_seen": 411697152 }, { "epoch": 0.12, "learning_rate": 0.0008840722166499499, "loss": 1.7921, "theoretical_loss": 4.027460231947105, "tokens_seen": 411762688 }, { "epoch": 0.12, "learning_rate": 0.0008840521564694083, "loss": 1.6681, "theoretical_loss": 4.027389376983041, "tokens_seen": 411828224 }, { "epoch": 0.12, "learning_rate": 0.0008840320962888666, "loss": 1.5784, "theoretical_loss": 4.027318536450091, "tokens_seen": 411893760 }, { "epoch": 0.12, "learning_rate": 0.000884012036108325, "loss": 1.8254, "theoretical_loss": 4.02724771034302, "tokens_seen": 411959296 }, { "epoch": 0.12, "learning_rate": 0.0008839919759277833, "loss": 1.8391, "theoretical_loss": 4.027176898656596, "tokens_seen": 412024832 }, { "epoch": 0.12, "learning_rate": 0.0008839719157472418, "loss": 1.716, "theoretical_loss": 4.02710610138559, "tokens_seen": 412090368 }, { "epoch": 0.12, "learning_rate": 0.0008839518555667001, "loss": 1.7174, "theoretical_loss": 4.027035318524776, "tokens_seen": 412155904 }, { "epoch": 0.12, "learning_rate": 0.0008839317953861585, "loss": 1.6868, "theoretical_loss": 4.02696455006893, "tokens_seen": 412221440 }, { "epoch": 0.12, "learning_rate": 0.0008839117352056169, "loss": 1.6135, "theoretical_loss": 4.026893796012831, "tokens_seen": 412286976 }, { "epoch": 0.12, "learning_rate": 0.0008838916750250753, "loss": 1.6772, "theoretical_loss": 4.02682305635126, "tokens_seen": 412352512 }, { "epoch": 0.12, "learning_rate": 0.0008838716148445336, "loss": 1.7418, "theoretical_loss": 4.0267523310790025, "tokens_seen": 412418048 }, { "epoch": 0.12, "learning_rate": 0.000883851554663992, "loss": 1.5971, "theoretical_loss": 4.026681620190845, "tokens_seen": 412483584 }, { "epoch": 0.13, "learning_rate": 0.0008838314944834503, "loss": 1.7827, "theoretical_loss": 4.026610923681578, "tokens_seen": 412549120 }, { "epoch": 0.13, "learning_rate": 0.0008838114343029088, "loss": 1.6737, "theoretical_loss": 4.026540241545994, "tokens_seen": 412614656 }, { "epoch": 0.13, "learning_rate": 0.0008837913741223671, "loss": 1.663, "theoretical_loss": 4.026469573778888, "tokens_seen": 412680192 }, { "epoch": 0.13, "learning_rate": 0.0008837713139418255, "loss": 1.8313, "theoretical_loss": 4.026398920375057, "tokens_seen": 412745728 }, { "epoch": 0.13, "learning_rate": 0.0008837512537612838, "loss": 1.5836, "theoretical_loss": 4.026328281329304, "tokens_seen": 412811264 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49095261096954346, "objective/train/docs_used": 156351, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5056899785995483, "objective/train/original_loss": 1.5056899785995483, "objective/train/theoretical_loss": 4.026257656636431, "objective/train/tokens_used": 433336800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24246512353420258, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503277778625488, "objective/train/weighted_lm_loss": 1.5813159942626953, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.026257656636431, "tokens_seen": 412876800 }, { "epoch": 0.13, "learning_rate": 0.0008837311935807423, "loss": 1.5957, "theoretical_loss": 4.026257656636431, "tokens_seen": 412876800 }, { "epoch": 0.13, "learning_rate": 0.0008837111334002006, "loss": 1.7631, "theoretical_loss": 4.026187046291244, "tokens_seen": 412942336 }, { "epoch": 0.13, "learning_rate": 0.000883691073219659, "loss": 1.6013, "theoretical_loss": 4.026116450288553, "tokens_seen": 413007872 }, { "epoch": 0.13, "learning_rate": 0.0008836710130391174, "loss": 1.7958, "theoretical_loss": 4.026045868623169, "tokens_seen": 413073408 }, { "epoch": 0.13, "learning_rate": 0.0008836509528585758, "loss": 1.6075, "theoretical_loss": 4.025975301289906, "tokens_seen": 413138944 }, { "epoch": 0.13, "learning_rate": 0.0008836308926780341, "loss": 1.6469, "theoretical_loss": 4.02590474828358, "tokens_seen": 413204480 }, { "epoch": 0.13, "learning_rate": 0.0008836108324974926, "loss": 1.6781, "theoretical_loss": 4.0258342095990125, "tokens_seen": 413270016 }, { "epoch": 0.13, "learning_rate": 0.0008835907723169508, "loss": 1.645, "theoretical_loss": 4.025763685231025, "tokens_seen": 413335552 }, { "epoch": 0.13, "learning_rate": 0.0008835707121364093, "loss": 1.769, "theoretical_loss": 4.025693175174443, "tokens_seen": 413401088 }, { "epoch": 0.13, "learning_rate": 0.0008835506519558676, "loss": 1.631, "theoretical_loss": 4.025622679424094, "tokens_seen": 413466624 }, { "epoch": 0.13, "learning_rate": 0.000883530591775326, "loss": 1.5995, "theoretical_loss": 4.0255521979748075, "tokens_seen": 413532160 }, { "epoch": 0.13, "learning_rate": 0.0008835105315947844, "loss": 1.612, "theoretical_loss": 4.025481730821418, "tokens_seen": 413597696 }, { "epoch": 0.13, "learning_rate": 0.0008834904714142427, "loss": 1.6699, "theoretical_loss": 4.02541127795876, "tokens_seen": 413663232 }, { "epoch": 0.13, "learning_rate": 0.0008834704112337011, "loss": 1.7716, "theoretical_loss": 4.025340839381673, "tokens_seen": 413728768 }, { "epoch": 0.13, "learning_rate": 0.0008834503510531596, "loss": 1.6416, "theoretical_loss": 4.025270415084998, "tokens_seen": 413794304 }, { "epoch": 0.13, "learning_rate": 0.0008834302908726178, "loss": 1.5975, "theoretical_loss": 4.025200005063578, "tokens_seen": 413859840 }, { "epoch": 0.13, "learning_rate": 0.0008834102306920763, "loss": 1.6981, "theoretical_loss": 4.02512960931226, "tokens_seen": 413925376 }, { "epoch": 0.13, "learning_rate": 0.0008833901705115345, "loss": 1.536, "theoretical_loss": 4.025059227825894, "tokens_seen": 413990912 }, { "epoch": 0.13, "learning_rate": 0.000883370110330993, "loss": 1.6279, "theoretical_loss": 4.024988860599331, "tokens_seen": 414056448 }, { "epoch": 0.13, "learning_rate": 0.0008833500501504514, "loss": 1.5693, "theoretical_loss": 4.024918507627426, "tokens_seen": 414121984 }, { "epoch": 0.13, "learning_rate": 0.0008833299899699097, "loss": 1.7256, "theoretical_loss": 4.024848168905035, "tokens_seen": 414187520 }, { "epoch": 0.13, "learning_rate": 0.0008833099297893681, "loss": 1.7206, "theoretical_loss": 4.024777844427019, "tokens_seen": 414253056 }, { "epoch": 0.13, "learning_rate": 0.0008832898696088266, "loss": 1.6334, "theoretical_loss": 4.024707534188241, "tokens_seen": 414318592 }, { "epoch": 0.13, "learning_rate": 0.0008832698094282848, "loss": 1.6603, "theoretical_loss": 4.024637238183566, "tokens_seen": 414384128 }, { "epoch": 0.13, "learning_rate": 0.0008832497492477433, "loss": 1.7197, "theoretical_loss": 4.02456695640786, "tokens_seen": 414449664 }, { "epoch": 0.13, "learning_rate": 0.0008832296890672015, "loss": 1.5665, "theoretical_loss": 4.024496688855995, "tokens_seen": 414515200 }, { "epoch": 0.13, "learning_rate": 0.00088320962888666, "loss": 1.6843, "theoretical_loss": 4.0244264355228445, "tokens_seen": 414580736 }, { "epoch": 0.13, "learning_rate": 0.0008831895687061184, "loss": 1.7103, "theoretical_loss": 4.024356196403284, "tokens_seen": 414646272 }, { "epoch": 0.13, "learning_rate": 0.0008831695085255767, "loss": 1.6974, "theoretical_loss": 4.0242859714921915, "tokens_seen": 414711808 }, { "epoch": 0.13, "learning_rate": 0.0008831494483450351, "loss": 1.657, "theoretical_loss": 4.0242157607844495, "tokens_seen": 414777344 }, { "epoch": 0.13, "learning_rate": 0.0008831293881644935, "loss": 1.657, "theoretical_loss": 4.02414556427494, "tokens_seen": 414842880 }, { "epoch": 0.13, "learning_rate": 0.0008831093279839518, "loss": 1.8203, "theoretical_loss": 4.024075381958551, "tokens_seen": 414908416 }, { "epoch": 0.13, "learning_rate": 0.0008830892678034103, "loss": 1.7671, "theoretical_loss": 4.024005213830171, "tokens_seen": 414973952 }, { "epoch": 0.13, "learning_rate": 0.0008830692076228685, "loss": 1.6444, "theoretical_loss": 4.023935059884692, "tokens_seen": 415039488 }, { "epoch": 0.13, "learning_rate": 0.000883049147442327, "loss": 1.7232, "theoretical_loss": 4.023864920117007, "tokens_seen": 415105024 }, { "epoch": 0.13, "learning_rate": 0.0008830290872617853, "loss": 1.6406, "theoretical_loss": 4.023794794522015, "tokens_seen": 415170560 }, { "epoch": 0.13, "learning_rate": 0.0008830090270812437, "loss": 1.471, "theoretical_loss": 4.023724683094615, "tokens_seen": 415236096 }, { "epoch": 0.13, "learning_rate": 0.0008829889669007021, "loss": 1.4989, "theoretical_loss": 4.023654585829709, "tokens_seen": 415301632 }, { "epoch": 0.13, "learning_rate": 0.0008829689067201605, "loss": 1.6739, "theoretical_loss": 4.023584502722203, "tokens_seen": 415367168 }, { "epoch": 0.13, "learning_rate": 0.0008829488465396188, "loss": 1.6447, "theoretical_loss": 4.023514433767002, "tokens_seen": 415432704 }, { "epoch": 0.13, "learning_rate": 0.0008829287863590773, "loss": 1.6639, "theoretical_loss": 4.023444378959019, "tokens_seen": 415498240 }, { "epoch": 0.13, "learning_rate": 0.0008829087261785356, "loss": 1.6446, "theoretical_loss": 4.023374338293166, "tokens_seen": 415563776 }, { "epoch": 0.13, "learning_rate": 0.000882888665997994, "loss": 1.5449, "theoretical_loss": 4.023304311764359, "tokens_seen": 415629312 }, { "epoch": 0.13, "learning_rate": 0.0008828686058174524, "loss": 1.7832, "theoretical_loss": 4.023234299367514, "tokens_seen": 415694848 }, { "epoch": 0.13, "learning_rate": 0.0008828485456369108, "loss": 1.6643, "theoretical_loss": 4.023164301097555, "tokens_seen": 415760384 }, { "epoch": 0.13, "learning_rate": 0.0008828284854563692, "loss": 1.76, "theoretical_loss": 4.023094316949403, "tokens_seen": 415825920 }, { "epoch": 0.13, "learning_rate": 0.0008828084252758275, "loss": 1.5454, "theoretical_loss": 4.0230243469179845, "tokens_seen": 415891456 }, { "epoch": 0.13, "learning_rate": 0.0008827883650952859, "loss": 1.6855, "theoretical_loss": 4.022954390998228, "tokens_seen": 415956992 }, { "epoch": 0.13, "learning_rate": 0.0008827683049147442, "loss": 1.666, "theoretical_loss": 4.0228844491850655, "tokens_seen": 416022528 }, { "epoch": 0.13, "learning_rate": 0.0008827482447342027, "loss": 1.6823, "theoretical_loss": 4.02281452147343, "tokens_seen": 416088064 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49329674243927, "objective/train/docs_used": 157543, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.461356520652771, "objective/train/original_loss": 1.461356520652771, "objective/train/theoretical_loss": 4.022744607858259, "objective/train/tokens_used": 436613600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2439008206129074, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505695343017578, "objective/train/weighted_lm_loss": 1.535351037979126, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.022744607858259, "tokens_seen": 416153600 }, { "epoch": 0.13, "learning_rate": 0.000882728184553661, "loss": 1.6574, "theoretical_loss": 4.022744607858259, "tokens_seen": 416153600 }, { "epoch": 0.13, "learning_rate": 0.0008827081243731194, "loss": 1.6683, "theoretical_loss": 4.022674708334492, "tokens_seen": 416219136 }, { "epoch": 0.13, "learning_rate": 0.0008826880641925778, "loss": 1.8037, "theoretical_loss": 4.022604822897068, "tokens_seen": 416284672 }, { "epoch": 0.13, "learning_rate": 0.0008826680040120362, "loss": 1.7671, "theoretical_loss": 4.022534951540933, "tokens_seen": 416350208 }, { "epoch": 0.13, "learning_rate": 0.0008826479438314945, "loss": 1.7737, "theoretical_loss": 4.022465094261035, "tokens_seen": 416415744 }, { "epoch": 0.13, "learning_rate": 0.000882627883650953, "loss": 1.5922, "theoretical_loss": 4.022395251052322, "tokens_seen": 416481280 }, { "epoch": 0.13, "learning_rate": 0.0008826078234704112, "loss": 1.6788, "theoretical_loss": 4.0223254219097475, "tokens_seen": 416546816 }, { "epoch": 0.13, "learning_rate": 0.0008825877632898697, "loss": 1.6164, "theoretical_loss": 4.022255606828264, "tokens_seen": 416612352 }, { "epoch": 0.13, "learning_rate": 0.000882567703109328, "loss": 1.7734, "theoretical_loss": 4.022185805802832, "tokens_seen": 416677888 }, { "epoch": 0.13, "learning_rate": 0.0008825476429287864, "loss": 1.6331, "theoretical_loss": 4.022116018828409, "tokens_seen": 416743424 }, { "epoch": 0.13, "learning_rate": 0.0008825275827482448, "loss": 1.7915, "theoretical_loss": 4.022046245899958, "tokens_seen": 416808960 }, { "epoch": 0.13, "learning_rate": 0.0008825075225677031, "loss": 1.591, "theoretical_loss": 4.021976487012445, "tokens_seen": 416874496 }, { "epoch": 0.13, "learning_rate": 0.0008824874623871615, "loss": 1.821, "theoretical_loss": 4.021906742160837, "tokens_seen": 416940032 }, { "epoch": 0.13, "learning_rate": 0.00088246740220662, "loss": 1.7072, "theoretical_loss": 4.0218370113401045, "tokens_seen": 417005568 }, { "epoch": 0.13, "learning_rate": 0.0008824473420260782, "loss": 1.5424, "theoretical_loss": 4.021767294545221, "tokens_seen": 417071104 }, { "epoch": 0.13, "learning_rate": 0.0008824272818455367, "loss": 1.5978, "theoretical_loss": 4.0216975917711615, "tokens_seen": 417136640 }, { "epoch": 0.13, "learning_rate": 0.0008824072216649949, "loss": 1.771, "theoretical_loss": 4.021627903012904, "tokens_seen": 417202176 }, { "epoch": 0.13, "learning_rate": 0.0008823871614844534, "loss": 1.6915, "theoretical_loss": 4.021558228265429, "tokens_seen": 417267712 }, { "epoch": 0.13, "learning_rate": 0.0008823671013039118, "loss": 1.7399, "theoretical_loss": 4.021488567523721, "tokens_seen": 417333248 }, { "epoch": 0.13, "learning_rate": 0.0008823470411233701, "loss": 1.6824, "theoretical_loss": 4.021418920782764, "tokens_seen": 417398784 }, { "epoch": 0.13, "learning_rate": 0.0008823269809428285, "loss": 1.7192, "theoretical_loss": 4.021349288037549, "tokens_seen": 417464320 }, { "epoch": 0.13, "learning_rate": 0.000882306920762287, "loss": 1.6438, "theoretical_loss": 4.021279669283064, "tokens_seen": 417529856 }, { "epoch": 0.13, "learning_rate": 0.0008822868605817452, "loss": 1.7288, "theoretical_loss": 4.021210064514305, "tokens_seen": 417595392 }, { "epoch": 0.13, "learning_rate": 0.0008822668004012037, "loss": 1.6427, "theoretical_loss": 4.021140473726268, "tokens_seen": 417660928 }, { "epoch": 0.13, "learning_rate": 0.0008822467402206619, "loss": 1.6762, "theoretical_loss": 4.021070896913951, "tokens_seen": 417726464 }, { "epoch": 0.13, "learning_rate": 0.0008822266800401204, "loss": 1.551, "theoretical_loss": 4.021001334072355, "tokens_seen": 417792000 }, { "epoch": 0.13, "learning_rate": 0.0008822066198595788, "loss": 1.6138, "theoretical_loss": 4.020931785196484, "tokens_seen": 417857536 }, { "epoch": 0.13, "learning_rate": 0.0008821865596790371, "loss": 1.673, "theoretical_loss": 4.020862250281345, "tokens_seen": 417923072 }, { "epoch": 0.13, "learning_rate": 0.0008821664994984955, "loss": 1.5015, "theoretical_loss": 4.020792729321947, "tokens_seen": 417988608 }, { "epoch": 0.13, "learning_rate": 0.0008821464393179539, "loss": 1.6645, "theoretical_loss": 4.020723222313302, "tokens_seen": 418054144 }, { "epoch": 0.13, "learning_rate": 0.0008821263791374122, "loss": 1.7655, "theoretical_loss": 4.020653729250424, "tokens_seen": 418119680 }, { "epoch": 0.13, "learning_rate": 0.0008821063189568707, "loss": 1.6516, "theoretical_loss": 4.020584250128329, "tokens_seen": 418185216 }, { "epoch": 0.13, "learning_rate": 0.000882086258776329, "loss": 1.7177, "theoretical_loss": 4.020514784942037, "tokens_seen": 418250752 }, { "epoch": 0.13, "learning_rate": 0.0008820661985957874, "loss": 1.5534, "theoretical_loss": 4.0204453336865695, "tokens_seen": 418316288 }, { "epoch": 0.13, "learning_rate": 0.0008820461384152457, "loss": 1.6524, "theoretical_loss": 4.020375896356951, "tokens_seen": 418381824 }, { "epoch": 0.13, "learning_rate": 0.0008820260782347041, "loss": 1.7709, "theoretical_loss": 4.020306472948208, "tokens_seen": 418447360 }, { "epoch": 0.13, "learning_rate": 0.0008820060180541625, "loss": 1.8081, "theoretical_loss": 4.020237063455372, "tokens_seen": 418512896 }, { "epoch": 0.13, "learning_rate": 0.0008819859578736209, "loss": 1.765, "theoretical_loss": 4.020167667873473, "tokens_seen": 418578432 }, { "epoch": 0.13, "learning_rate": 0.0008819658976930792, "loss": 1.73, "theoretical_loss": 4.0200982861975465, "tokens_seen": 418643968 }, { "epoch": 0.13, "learning_rate": 0.0008819458375125377, "loss": 1.7852, "theoretical_loss": 4.020028918422629, "tokens_seen": 418709504 }, { "epoch": 0.13, "learning_rate": 0.000881925777331996, "loss": 1.7194, "theoretical_loss": 4.019959564543761, "tokens_seen": 418775040 }, { "epoch": 0.13, "learning_rate": 0.0008819057171514544, "loss": 1.686, "theoretical_loss": 4.019890224555985, "tokens_seen": 418840576 }, { "epoch": 0.13, "learning_rate": 0.0008818856569709127, "loss": 1.6681, "theoretical_loss": 4.019820898454345, "tokens_seen": 418906112 }, { "epoch": 0.13, "learning_rate": 0.0008818655967903712, "loss": 1.6145, "theoretical_loss": 4.019751586233889, "tokens_seen": 418971648 }, { "epoch": 0.13, "learning_rate": 0.0008818455366098295, "loss": 1.6892, "theoretical_loss": 4.019682287889666, "tokens_seen": 419037184 }, { "epoch": 0.13, "learning_rate": 0.0008818254764292879, "loss": 1.5315, "theoretical_loss": 4.01961300341673, "tokens_seen": 419102720 }, { "epoch": 0.13, "learning_rate": 0.0008818054162487462, "loss": 1.7103, "theoretical_loss": 4.019543732810134, "tokens_seen": 419168256 }, { "epoch": 0.13, "learning_rate": 0.0008817853560682046, "loss": 1.654, "theoretical_loss": 4.0194744760649375, "tokens_seen": 419233792 }, { "epoch": 0.13, "learning_rate": 0.000881765295887663, "loss": 1.6612, "theoretical_loss": 4.019405233176199, "tokens_seen": 419299328 }, { "epoch": 0.13, "learning_rate": 0.0008817452357071214, "loss": 1.7786, "theoretical_loss": 4.019336004138982, "tokens_seen": 419364864 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.4930272698402405, "objective/train/docs_used": 158751, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7433662414550781, "objective/train/original_loss": 1.7433662414550781, "objective/train/theoretical_loss": 4.019266788948352, "objective/train/tokens_used": 439890400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24367401003837585, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505414009094238, "objective/train/weighted_lm_loss": 1.8314003944396973, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.019266788948352, "tokens_seen": 419430400 }, { "epoch": 0.13, "learning_rate": 0.0008817251755265797, "loss": 1.6892, "theoretical_loss": 4.019266788948352, "tokens_seen": 419430400 }, { "epoch": 0.13, "learning_rate": 0.0008817051153460382, "loss": 1.6757, "theoretical_loss": 4.0191975875993755, "tokens_seen": 419495936 }, { "epoch": 0.13, "learning_rate": 0.0008816850551654964, "loss": 1.8176, "theoretical_loss": 4.019128400087123, "tokens_seen": 419561472 }, { "epoch": 0.13, "learning_rate": 0.0008816649949849549, "loss": 1.7537, "theoretical_loss": 4.019059226406667, "tokens_seen": 419627008 }, { "epoch": 0.13, "learning_rate": 0.0008816449348044132, "loss": 1.7643, "theoretical_loss": 4.0189900665530836, "tokens_seen": 419692544 }, { "epoch": 0.13, "learning_rate": 0.0008816248746238716, "loss": 1.7258, "theoretical_loss": 4.018920920521451, "tokens_seen": 419758080 }, { "epoch": 0.13, "learning_rate": 0.00088160481444333, "loss": 1.7165, "theoretical_loss": 4.018851788306847, "tokens_seen": 419823616 }, { "epoch": 0.13, "learning_rate": 0.0008815847542627884, "loss": 1.6832, "theoretical_loss": 4.018782669904357, "tokens_seen": 419889152 }, { "epoch": 0.13, "learning_rate": 0.0008815646940822467, "loss": 1.7228, "theoretical_loss": 4.0187135653090635, "tokens_seen": 419954688 }, { "epoch": 0.13, "learning_rate": 0.0008815446339017052, "loss": 1.5663, "theoretical_loss": 4.018644474516058, "tokens_seen": 420020224 }, { "epoch": 0.13, "learning_rate": 0.0008815245737211634, "loss": 1.515, "theoretical_loss": 4.0185753975204275, "tokens_seen": 420085760 }, { "epoch": 0.13, "learning_rate": 0.0008815045135406219, "loss": 1.6648, "theoretical_loss": 4.018506334317267, "tokens_seen": 420151296 }, { "epoch": 0.13, "learning_rate": 0.0008814844533600802, "loss": 1.6975, "theoretical_loss": 4.018437284901671, "tokens_seen": 420216832 }, { "epoch": 0.13, "learning_rate": 0.0008814643931795386, "loss": 1.7339, "theoretical_loss": 4.018368249268737, "tokens_seen": 420282368 }, { "epoch": 0.13, "learning_rate": 0.000881444332998997, "loss": 1.7528, "theoretical_loss": 4.018299227413566, "tokens_seen": 420347904 }, { "epoch": 0.13, "learning_rate": 0.0008814242728184553, "loss": 1.7641, "theoretical_loss": 4.018230219331261, "tokens_seen": 420413440 }, { "epoch": 0.13, "learning_rate": 0.0008814042126379137, "loss": 1.7406, "theoretical_loss": 4.018161225016926, "tokens_seen": 420478976 }, { "epoch": 0.13, "learning_rate": 0.0008813841524573722, "loss": 1.5882, "theoretical_loss": 4.01809224446567, "tokens_seen": 420544512 }, { "epoch": 0.13, "learning_rate": 0.0008813640922768305, "loss": 1.7368, "theoretical_loss": 4.018023277672604, "tokens_seen": 420610048 }, { "epoch": 0.13, "learning_rate": 0.0008813440320962889, "loss": 1.7926, "theoretical_loss": 4.01795432463284, "tokens_seen": 420675584 }, { "epoch": 0.13, "learning_rate": 0.0008813239719157474, "loss": 1.7206, "theoretical_loss": 4.0178853853414935, "tokens_seen": 420741120 }, { "epoch": 0.13, "learning_rate": 0.0008813039117352056, "loss": 1.7873, "theoretical_loss": 4.017816459793683, "tokens_seen": 420806656 }, { "epoch": 0.13, "learning_rate": 0.0008812838515546641, "loss": 1.6735, "theoretical_loss": 4.017747547984528, "tokens_seen": 420872192 }, { "epoch": 0.13, "learning_rate": 0.0008812637913741223, "loss": 1.605, "theoretical_loss": 4.0176786499091515, "tokens_seen": 420937728 }, { "epoch": 0.13, "learning_rate": 0.0008812437311935808, "loss": 1.7147, "theoretical_loss": 4.017609765562678, "tokens_seen": 421003264 }, { "epoch": 0.13, "learning_rate": 0.0008812236710130392, "loss": 1.7636, "theoretical_loss": 4.017540894940238, "tokens_seen": 421068800 }, { "epoch": 0.13, "learning_rate": 0.0008812036108324975, "loss": 1.7168, "theoretical_loss": 4.017472038036959, "tokens_seen": 421134336 }, { "epoch": 0.13, "learning_rate": 0.0008811835506519559, "loss": 1.7088, "theoretical_loss": 4.017403194847975, "tokens_seen": 421199872 }, { "epoch": 0.13, "learning_rate": 0.0008811634904714143, "loss": 1.6162, "theoretical_loss": 4.017334365368422, "tokens_seen": 421265408 }, { "epoch": 0.13, "learning_rate": 0.0008811434302908726, "loss": 1.7104, "theoretical_loss": 4.017265549593437, "tokens_seen": 421330944 }, { "epoch": 0.13, "learning_rate": 0.0008811233701103311, "loss": 1.7413, "theoretical_loss": 4.01719674751816, "tokens_seen": 421396480 }, { "epoch": 0.13, "learning_rate": 0.0008811033099297893, "loss": 1.7278, "theoretical_loss": 4.017127959137733, "tokens_seen": 421462016 }, { "epoch": 0.13, "learning_rate": 0.0008810832497492478, "loss": 1.7578, "theoretical_loss": 4.017059184447303, "tokens_seen": 421527552 }, { "epoch": 0.13, "learning_rate": 0.0008810631895687061, "loss": 1.6661, "theoretical_loss": 4.016990423442016, "tokens_seen": 421593088 }, { "epoch": 0.13, "learning_rate": 0.0008810431293881645, "loss": 1.7898, "theoretical_loss": 4.0169216761170246, "tokens_seen": 421658624 }, { "epoch": 0.13, "learning_rate": 0.0008810230692076229, "loss": 1.6991, "theoretical_loss": 4.016852942467479, "tokens_seen": 421724160 }, { "epoch": 0.13, "learning_rate": 0.0008810030090270813, "loss": 1.6974, "theoretical_loss": 4.0167842224885355, "tokens_seen": 421789696 }, { "epoch": 0.13, "learning_rate": 0.0008809829488465396, "loss": 1.6438, "theoretical_loss": 4.016715516175351, "tokens_seen": 421855232 }, { "epoch": 0.13, "learning_rate": 0.0008809628886659981, "loss": 1.6117, "theoretical_loss": 4.016646823523087, "tokens_seen": 421920768 }, { "epoch": 0.13, "learning_rate": 0.0008809428284854564, "loss": 1.5419, "theoretical_loss": 4.016578144526903, "tokens_seen": 421986304 }, { "epoch": 0.13, "learning_rate": 0.0008809227683049148, "loss": 1.6463, "theoretical_loss": 4.016509479181968, "tokens_seen": 422051840 }, { "epoch": 0.13, "learning_rate": 0.0008809027081243731, "loss": 1.739, "theoretical_loss": 4.0164408274834456, "tokens_seen": 422117376 }, { "epoch": 0.13, "learning_rate": 0.0008808826479438316, "loss": 1.6391, "theoretical_loss": 4.016372189426509, "tokens_seen": 422182912 }, { "epoch": 0.13, "learning_rate": 0.0008808625877632899, "loss": 1.7629, "theoretical_loss": 4.016303565006328, "tokens_seen": 422248448 }, { "epoch": 0.13, "learning_rate": 0.0008808425275827483, "loss": 1.5975, "theoretical_loss": 4.016234954218078, "tokens_seen": 422313984 }, { "epoch": 0.13, "learning_rate": 0.0008808224674022066, "loss": 1.7056, "theoretical_loss": 4.016166357056937, "tokens_seen": 422379520 }, { "epoch": 0.13, "learning_rate": 0.000880802407221665, "loss": 1.7482, "theoretical_loss": 4.016097773518084, "tokens_seen": 422445056 }, { "epoch": 0.13, "learning_rate": 0.0008807823470411234, "loss": 1.6291, "theoretical_loss": 4.016029203596702, "tokens_seen": 422510592 }, { "epoch": 0.13, "learning_rate": 0.0008807622868605818, "loss": 1.5805, "theoretical_loss": 4.015960647287975, "tokens_seen": 422576128 }, { "epoch": 0.13, "learning_rate": 0.0008807422266800401, "loss": 1.6762, "theoretical_loss": 4.01589210458709, "tokens_seen": 422641664 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49287301301956177, "objective/train/docs_used": 159824, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5584911108016968, "objective/train/original_loss": 1.5584911108016968, "objective/train/theoretical_loss": 4.015823575489237, "objective/train/tokens_used": 443167200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24386560916900635, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505269765853882, "objective/train/weighted_lm_loss": 1.6371653079986572, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.015823575489237, "tokens_seen": 422707200 }, { "epoch": 0.13, "learning_rate": 0.0008807221664994986, "loss": 1.6797, "theoretical_loss": 4.015823575489237, "tokens_seen": 422707200 }, { "epoch": 0.13, "learning_rate": 0.0008807021063189568, "loss": 1.768, "theoretical_loss": 4.0157550599896075, "tokens_seen": 422772736 }, { "epoch": 0.13, "learning_rate": 0.0008806820461384153, "loss": 1.7092, "theoretical_loss": 4.015686558083396, "tokens_seen": 422838272 }, { "epoch": 0.13, "learning_rate": 0.0008806619859578736, "loss": 1.7596, "theoretical_loss": 4.015618069765799, "tokens_seen": 422903808 }, { "epoch": 0.13, "learning_rate": 0.000880641925777332, "loss": 1.6727, "theoretical_loss": 4.015549595032017, "tokens_seen": 422969344 }, { "epoch": 0.13, "learning_rate": 0.0008806218655967904, "loss": 1.6833, "theoretical_loss": 4.015481133877251, "tokens_seen": 423034880 }, { "epoch": 0.13, "learning_rate": 0.0008806018054162488, "loss": 1.7244, "theoretical_loss": 4.015412686296704, "tokens_seen": 423100416 }, { "epoch": 0.13, "learning_rate": 0.0008805817452357071, "loss": 1.6397, "theoretical_loss": 4.015344252285585, "tokens_seen": 423165952 }, { "epoch": 0.13, "learning_rate": 0.0008805616850551656, "loss": 1.665, "theoretical_loss": 4.0152758318391015, "tokens_seen": 423231488 }, { "epoch": 0.13, "learning_rate": 0.0008805416248746238, "loss": 1.8013, "theoretical_loss": 4.0152074249524645, "tokens_seen": 423297024 }, { "epoch": 0.13, "learning_rate": 0.0008805215646940823, "loss": 1.6566, "theoretical_loss": 4.0151390316208895, "tokens_seen": 423362560 }, { "epoch": 0.13, "learning_rate": 0.0008805015045135407, "loss": 1.7786, "theoretical_loss": 4.015070651839592, "tokens_seen": 423428096 }, { "epoch": 0.13, "learning_rate": 0.000880481444332999, "loss": 1.5864, "theoretical_loss": 4.01500228560379, "tokens_seen": 423493632 }, { "epoch": 0.13, "learning_rate": 0.0008804613841524574, "loss": 1.7001, "theoretical_loss": 4.014933932908706, "tokens_seen": 423559168 }, { "epoch": 0.13, "learning_rate": 0.0008804413239719157, "loss": 1.7395, "theoretical_loss": 4.014865593749563, "tokens_seen": 423624704 }, { "epoch": 0.13, "learning_rate": 0.0008804212637913741, "loss": 1.7334, "theoretical_loss": 4.014797268121587, "tokens_seen": 423690240 }, { "epoch": 0.13, "learning_rate": 0.0008804012036108326, "loss": 1.6614, "theoretical_loss": 4.014728956020006, "tokens_seen": 423755776 }, { "epoch": 0.13, "learning_rate": 0.0008803811434302908, "loss": 1.6281, "theoretical_loss": 4.014660657440052, "tokens_seen": 423821312 }, { "epoch": 0.13, "learning_rate": 0.0008803610832497493, "loss": 1.6153, "theoretical_loss": 4.014592372376958, "tokens_seen": 423886848 }, { "epoch": 0.13, "learning_rate": 0.0008803410230692077, "loss": 1.5827, "theoretical_loss": 4.014524100825959, "tokens_seen": 423952384 }, { "epoch": 0.13, "learning_rate": 0.000880320962888666, "loss": 1.7422, "theoretical_loss": 4.014455842782294, "tokens_seen": 424017920 }, { "epoch": 0.13, "learning_rate": 0.0008803009027081244, "loss": 1.787, "theoretical_loss": 4.0143875982412025, "tokens_seen": 424083456 }, { "epoch": 0.13, "learning_rate": 0.0008802808425275827, "loss": 1.6612, "theoretical_loss": 4.014319367197928, "tokens_seen": 424148992 }, { "epoch": 0.13, "learning_rate": 0.0008802607823470411, "loss": 1.6953, "theoretical_loss": 4.014251149647716, "tokens_seen": 424214528 }, { "epoch": 0.13, "learning_rate": 0.0008802407221664996, "loss": 1.7357, "theoretical_loss": 4.014182945585815, "tokens_seen": 424280064 }, { "epoch": 0.13, "learning_rate": 0.0008802206619859578, "loss": 1.7909, "theoretical_loss": 4.014114755007474, "tokens_seen": 424345600 }, { "epoch": 0.13, "learning_rate": 0.0008802006018054163, "loss": 1.8349, "theoretical_loss": 4.014046577907946, "tokens_seen": 424411136 }, { "epoch": 0.13, "learning_rate": 0.0008801805416248746, "loss": 1.7697, "theoretical_loss": 4.0139784142824855, "tokens_seen": 424476672 }, { "epoch": 0.13, "learning_rate": 0.000880160481444333, "loss": 1.7789, "theoretical_loss": 4.01391026412635, "tokens_seen": 424542208 }, { "epoch": 0.13, "learning_rate": 0.0008801404212637914, "loss": 1.7296, "theoretical_loss": 4.013842127434801, "tokens_seen": 424607744 }, { "epoch": 0.13, "learning_rate": 0.0008801203610832497, "loss": 1.6642, "theoretical_loss": 4.013774004203099, "tokens_seen": 424673280 }, { "epoch": 0.13, "learning_rate": 0.0008801003009027081, "loss": 1.7023, "theoretical_loss": 4.013705894426509, "tokens_seen": 424738816 }, { "epoch": 0.13, "learning_rate": 0.0008800802407221665, "loss": 1.6199, "theoretical_loss": 4.013637798100298, "tokens_seen": 424804352 }, { "epoch": 0.13, "learning_rate": 0.0008800601805416248, "loss": 1.7503, "theoretical_loss": 4.0135697152197345, "tokens_seen": 424869888 }, { "epoch": 0.13, "learning_rate": 0.0008800401203610833, "loss": 1.7619, "theoretical_loss": 4.013501645780092, "tokens_seen": 424935424 }, { "epoch": 0.13, "learning_rate": 0.0008800200601805416, "loss": 1.6706, "theoretical_loss": 4.0134335897766436, "tokens_seen": 425000960 }, { "epoch": 0.13, "learning_rate": 0.00088, "loss": 1.5715, "theoretical_loss": 4.013365547204666, "tokens_seen": 425066496 }, { "epoch": 0.13, "learning_rate": 0.0008799799398194584, "loss": 1.6421, "theoretical_loss": 4.013297518059439, "tokens_seen": 425132032 }, { "epoch": 0.13, "learning_rate": 0.0008799598796389168, "loss": 1.6172, "theoretical_loss": 4.013229502336242, "tokens_seen": 425197568 }, { "epoch": 0.13, "learning_rate": 0.0008799398194583751, "loss": 1.5202, "theoretical_loss": 4.01316150003036, "tokens_seen": 425263104 }, { "epoch": 0.13, "learning_rate": 0.0008799197592778335, "loss": 1.7793, "theoretical_loss": 4.013093511137079, "tokens_seen": 425328640 }, { "epoch": 0.13, "learning_rate": 0.0008798996990972918, "loss": 1.8113, "theoretical_loss": 4.013025535651688, "tokens_seen": 425394176 }, { "epoch": 0.13, "learning_rate": 0.0008798796389167503, "loss": 1.6631, "theoretical_loss": 4.0129575735694765, "tokens_seen": 425459712 }, { "epoch": 0.13, "learning_rate": 0.0008798595787362087, "loss": 1.7407, "theoretical_loss": 4.012889624885739, "tokens_seen": 425525248 }, { "epoch": 0.13, "learning_rate": 0.000879839518555667, "loss": 1.7129, "theoretical_loss": 4.012821689595771, "tokens_seen": 425590784 }, { "epoch": 0.13, "learning_rate": 0.0008798194583751254, "loss": 1.8266, "theoretical_loss": 4.01275376769487, "tokens_seen": 425656320 }, { "epoch": 0.13, "learning_rate": 0.0008797993981945838, "loss": 1.692, "theoretical_loss": 4.012685859178337, "tokens_seen": 425721856 }, { "epoch": 0.13, "learning_rate": 0.0008797793380140422, "loss": 1.6876, "theoretical_loss": 4.012617964041474, "tokens_seen": 425787392 }, { "epoch": 0.13, "learning_rate": 0.0008797592778335005, "loss": 1.6699, "theoretical_loss": 4.012550082279587, "tokens_seen": 425852928 }, { "epoch": 0.13, "learning_rate": 0.000879739217652959, "loss": 1.544, "theoretical_loss": 4.012482213887981, "tokens_seen": 425918464 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.4950158894062042, "objective/train/docs_used": 161088, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.462551474571228, "objective/train/original_loss": 1.4625513553619385, "objective/train/theoretical_loss": 4.012414358861969, "objective/train/tokens_used": 446444000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24526995420455933, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050748586654663, "objective/train/weighted_lm_loss": 1.5366774797439575, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.012414358861969, "tokens_seen": 425984000 }, { "epoch": 0.13, "learning_rate": 0.0008797191574724172, "loss": 1.6405, "theoretical_loss": 4.012414358861969, "tokens_seen": 425984000 }, { "epoch": 0.13, "learning_rate": 0.0008796990972918757, "loss": 1.7246, "theoretical_loss": 4.012346517196862, "tokens_seen": 426049536 }, { "epoch": 0.13, "learning_rate": 0.000879679037111334, "loss": 1.5951, "theoretical_loss": 4.012278688887975, "tokens_seen": 426115072 }, { "epoch": 0.13, "learning_rate": 0.0008796589769307924, "loss": 1.7454, "theoretical_loss": 4.012210873930625, "tokens_seen": 426180608 }, { "epoch": 0.13, "learning_rate": 0.0008796389167502508, "loss": 1.7153, "theoretical_loss": 4.01214307232013, "tokens_seen": 426246144 }, { "epoch": 0.13, "learning_rate": 0.0008796188565697092, "loss": 1.6092, "theoretical_loss": 4.012075284051813, "tokens_seen": 426311680 }, { "epoch": 0.13, "learning_rate": 0.0008795987963891675, "loss": 1.7099, "theoretical_loss": 4.012007509120997, "tokens_seen": 426377216 }, { "epoch": 0.13, "learning_rate": 0.000879578736208626, "loss": 1.7302, "theoretical_loss": 4.011939747523009, "tokens_seen": 426442752 }, { "epoch": 0.13, "learning_rate": 0.0008795586760280842, "loss": 1.6965, "theoretical_loss": 4.011871999253178, "tokens_seen": 426508288 }, { "epoch": 0.13, "learning_rate": 0.0008795386158475427, "loss": 1.8017, "theoretical_loss": 4.011804264306835, "tokens_seen": 426573824 }, { "epoch": 0.13, "learning_rate": 0.000879518555667001, "loss": 1.7581, "theoretical_loss": 4.011736542679313, "tokens_seen": 426639360 }, { "epoch": 0.13, "learning_rate": 0.0008794984954864594, "loss": 1.7327, "theoretical_loss": 4.011668834365948, "tokens_seen": 426704896 }, { "epoch": 0.13, "learning_rate": 0.0008794784353059178, "loss": 1.6182, "theoretical_loss": 4.011601139362078, "tokens_seen": 426770432 }, { "epoch": 0.13, "learning_rate": 0.0008794583751253761, "loss": 1.691, "theoretical_loss": 4.011533457663044, "tokens_seen": 426835968 }, { "epoch": 0.13, "learning_rate": 0.0008794383149448345, "loss": 1.6054, "theoretical_loss": 4.0114657892641885, "tokens_seen": 426901504 }, { "epoch": 0.13, "learning_rate": 0.000879418254764293, "loss": 1.698, "theoretical_loss": 4.011398134160857, "tokens_seen": 426967040 }, { "epoch": 0.13, "learning_rate": 0.0008793981945837512, "loss": 1.6539, "theoretical_loss": 4.011330492348397, "tokens_seen": 427032576 }, { "epoch": 0.13, "learning_rate": 0.0008793781344032097, "loss": 1.7655, "theoretical_loss": 4.011262863822157, "tokens_seen": 427098112 }, { "epoch": 0.13, "learning_rate": 0.0008793580742226681, "loss": 1.6945, "theoretical_loss": 4.011195248577492, "tokens_seen": 427163648 }, { "epoch": 0.13, "learning_rate": 0.0008793380140421264, "loss": 1.6915, "theoretical_loss": 4.011127646609753, "tokens_seen": 427229184 }, { "epoch": 0.13, "learning_rate": 0.0008793179538615848, "loss": 1.8055, "theoretical_loss": 4.0110600579143, "tokens_seen": 427294720 }, { "epoch": 0.13, "learning_rate": 0.0008792978936810431, "loss": 1.6929, "theoretical_loss": 4.0109924824864915, "tokens_seen": 427360256 }, { "epoch": 0.13, "learning_rate": 0.0008792778335005015, "loss": 1.72, "theoretical_loss": 4.0109249203216875, "tokens_seen": 427425792 }, { "epoch": 0.13, "learning_rate": 0.00087925777331996, "loss": 1.7089, "theoretical_loss": 4.010857371415254, "tokens_seen": 427491328 }, { "epoch": 0.13, "learning_rate": 0.0008792377131394182, "loss": 1.6548, "theoretical_loss": 4.010789835762555, "tokens_seen": 427556864 }, { "epoch": 0.13, "learning_rate": 0.0008792176529588767, "loss": 1.7562, "theoretical_loss": 4.010722313358961, "tokens_seen": 427622400 }, { "epoch": 0.13, "learning_rate": 0.000879197592778335, "loss": 1.7734, "theoretical_loss": 4.010654804199842, "tokens_seen": 427687936 }, { "epoch": 0.13, "learning_rate": 0.0008791775325977934, "loss": 1.664, "theoretical_loss": 4.010587308280572, "tokens_seen": 427753472 }, { "epoch": 0.13, "learning_rate": 0.0008791574724172518, "loss": 1.7622, "theoretical_loss": 4.010519825596525, "tokens_seen": 427819008 }, { "epoch": 0.13, "learning_rate": 0.0008791374122367101, "loss": 1.7167, "theoretical_loss": 4.01045235614308, "tokens_seen": 427884544 }, { "epoch": 0.13, "learning_rate": 0.0008791173520561685, "loss": 1.684, "theoretical_loss": 4.010384899915618, "tokens_seen": 427950080 }, { "epoch": 0.13, "learning_rate": 0.0008790972918756269, "loss": 1.6483, "theoretical_loss": 4.010317456909519, "tokens_seen": 428015616 }, { "epoch": 0.13, "learning_rate": 0.0008790772316950852, "loss": 1.6849, "theoretical_loss": 4.010250027120169, "tokens_seen": 428081152 }, { "epoch": 0.13, "learning_rate": 0.0008790571715145437, "loss": 1.557, "theoretical_loss": 4.010182610542957, "tokens_seen": 428146688 }, { "epoch": 0.13, "learning_rate": 0.000879037111334002, "loss": 1.6306, "theoretical_loss": 4.0101152071732695, "tokens_seen": 428212224 }, { "epoch": 0.13, "learning_rate": 0.0008790170511534604, "loss": 1.7604, "theoretical_loss": 4.0100478170065, "tokens_seen": 428277760 }, { "epoch": 0.13, "learning_rate": 0.0008789969909729188, "loss": 1.6982, "theoretical_loss": 4.009980440038043, "tokens_seen": 428343296 }, { "epoch": 0.13, "learning_rate": 0.0008789769307923772, "loss": 1.7026, "theoretical_loss": 4.0099130762632935, "tokens_seen": 428408832 }, { "epoch": 0.13, "learning_rate": 0.0008789568706118355, "loss": 1.749, "theoretical_loss": 4.00984572567765, "tokens_seen": 428474368 }, { "epoch": 0.13, "learning_rate": 0.0008789368104312939, "loss": 1.8499, "theoretical_loss": 4.009778388276516, "tokens_seen": 428539904 }, { "epoch": 0.13, "learning_rate": 0.0008789167502507522, "loss": 1.6362, "theoretical_loss": 4.009711064055291, "tokens_seen": 428605440 }, { "epoch": 0.13, "learning_rate": 0.0008788966900702107, "loss": 1.6866, "theoretical_loss": 4.009643753009383, "tokens_seen": 428670976 }, { "epoch": 0.13, "learning_rate": 0.000878876629889669, "loss": 1.5747, "theoretical_loss": 4.0095764551342015, "tokens_seen": 428736512 }, { "epoch": 0.13, "learning_rate": 0.0008788565697091274, "loss": 1.6387, "theoretical_loss": 4.0095091704251535, "tokens_seen": 428802048 }, { "epoch": 0.13, "learning_rate": 0.0008788365095285857, "loss": 1.7684, "theoretical_loss": 4.009441898877652, "tokens_seen": 428867584 }, { "epoch": 0.13, "learning_rate": 0.0008788164493480442, "loss": 1.6421, "theoretical_loss": 4.009374640487114, "tokens_seen": 428933120 }, { "epoch": 0.13, "learning_rate": 0.0008787963891675025, "loss": 1.6364, "theoretical_loss": 4.009307395248955, "tokens_seen": 428998656 }, { "epoch": 0.13, "learning_rate": 0.0008787763289869609, "loss": 1.6676, "theoretical_loss": 4.009240163158595, "tokens_seen": 429064192 }, { "epoch": 0.13, "learning_rate": 0.0008787562688064192, "loss": 1.73, "theoretical_loss": 4.009172944211455, "tokens_seen": 429129728 }, { "epoch": 0.13, "learning_rate": 0.0008787362086258776, "loss": 1.597, "theoretical_loss": 4.00910573840296, "tokens_seen": 429195264 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49417299032211304, "objective/train/docs_used": 162190, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6557865142822266, "objective/train/original_loss": 1.6557865142822266, "objective/train/theoretical_loss": 4.009038545728536, "objective/train/tokens_used": 449720800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24450218677520752, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506603717803955, "objective/train/weighted_lm_loss": 1.7396289110183716, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.009038545728536, "tokens_seen": 429260800 }, { "epoch": 0.13, "learning_rate": 0.000878716148445336, "loss": 1.7554, "theoretical_loss": 4.009038545728536, "tokens_seen": 429260800 }, { "epoch": 0.13, "learning_rate": 0.0008786960882647944, "loss": 1.6362, "theoretical_loss": 4.00897136618361, "tokens_seen": 429326336 }, { "epoch": 0.13, "learning_rate": 0.0008786760280842527, "loss": 1.8445, "theoretical_loss": 4.008904199763615, "tokens_seen": 429391872 }, { "epoch": 0.13, "learning_rate": 0.0008786559679037112, "loss": 1.7453, "theoretical_loss": 4.0088370464639835, "tokens_seen": 429457408 }, { "epoch": 0.13, "learning_rate": 0.0008786359077231695, "loss": 1.5949, "theoretical_loss": 4.0087699062801505, "tokens_seen": 429522944 }, { "epoch": 0.13, "learning_rate": 0.0008786158475426279, "loss": 1.6461, "theoretical_loss": 4.008702779207555, "tokens_seen": 429588480 }, { "epoch": 0.13, "learning_rate": 0.0008785957873620863, "loss": 1.7022, "theoretical_loss": 4.008635665241635, "tokens_seen": 429654016 }, { "epoch": 0.13, "learning_rate": 0.0008785757271815446, "loss": 1.7671, "theoretical_loss": 4.008568564377834, "tokens_seen": 429719552 }, { "epoch": 0.13, "learning_rate": 0.000878555667001003, "loss": 1.6948, "theoretical_loss": 4.008501476611597, "tokens_seen": 429785088 }, { "epoch": 0.13, "learning_rate": 0.0008785356068204615, "loss": 1.7342, "theoretical_loss": 4.00843440193837, "tokens_seen": 429850624 }, { "epoch": 0.13, "learning_rate": 0.0008785155466399197, "loss": 1.7383, "theoretical_loss": 4.008367340353602, "tokens_seen": 429916160 }, { "epoch": 0.13, "learning_rate": 0.0008784954864593782, "loss": 1.5975, "theoretical_loss": 4.008300291852745, "tokens_seen": 429981696 }, { "epoch": 0.13, "learning_rate": 0.0008784754262788364, "loss": 1.7106, "theoretical_loss": 4.008233256431253, "tokens_seen": 430047232 }, { "epoch": 0.13, "learning_rate": 0.0008784553660982949, "loss": 1.7632, "theoretical_loss": 4.00816623408458, "tokens_seen": 430112768 }, { "epoch": 0.13, "learning_rate": 0.0008784353059177533, "loss": 1.7036, "theoretical_loss": 4.008099224808188, "tokens_seen": 430178304 }, { "epoch": 0.13, "learning_rate": 0.0008784152457372116, "loss": 1.58, "theoretical_loss": 4.008032228597534, "tokens_seen": 430243840 }, { "epoch": 0.13, "learning_rate": 0.00087839518555667, "loss": 1.7657, "theoretical_loss": 4.007965245448082, "tokens_seen": 430309376 }, { "epoch": 0.13, "learning_rate": 0.0008783751253761285, "loss": 1.5189, "theoretical_loss": 4.007898275355297, "tokens_seen": 430374912 }, { "epoch": 0.13, "learning_rate": 0.0008783550651955868, "loss": 1.6877, "theoretical_loss": 4.007831318314645, "tokens_seen": 430440448 }, { "epoch": 0.13, "learning_rate": 0.0008783350050150452, "loss": 1.6408, "theoretical_loss": 4.007764374321599, "tokens_seen": 430505984 }, { "epoch": 0.13, "learning_rate": 0.0008783149448345035, "loss": 1.604, "theoretical_loss": 4.007697443371628, "tokens_seen": 430571520 }, { "epoch": 0.13, "learning_rate": 0.0008782948846539619, "loss": 1.7851, "theoretical_loss": 4.007630525460206, "tokens_seen": 430637056 }, { "epoch": 0.13, "learning_rate": 0.0008782748244734204, "loss": 1.5834, "theoretical_loss": 4.00756362058281, "tokens_seen": 430702592 }, { "epoch": 0.13, "learning_rate": 0.0008782547642928786, "loss": 1.7205, "theoretical_loss": 4.007496728734919, "tokens_seen": 430768128 }, { "epoch": 0.13, "learning_rate": 0.0008782347041123371, "loss": 1.6197, "theoretical_loss": 4.007429849912014, "tokens_seen": 430833664 }, { "epoch": 0.13, "learning_rate": 0.0008782146439317954, "loss": 1.5597, "theoretical_loss": 4.007362984109577, "tokens_seen": 430899200 }, { "epoch": 0.13, "learning_rate": 0.0008781945837512538, "loss": 1.6667, "theoretical_loss": 4.007296131323094, "tokens_seen": 430964736 }, { "epoch": 0.13, "learning_rate": 0.0008781745235707122, "loss": 1.657, "theoretical_loss": 4.007229291548052, "tokens_seen": 431030272 }, { "epoch": 0.13, "learning_rate": 0.0008781544633901706, "loss": 1.6742, "theoretical_loss": 4.007162464779943, "tokens_seen": 431095808 }, { "epoch": 0.13, "learning_rate": 0.0008781344032096289, "loss": 1.7575, "theoretical_loss": 4.0070956510142555, "tokens_seen": 431161344 }, { "epoch": 0.13, "learning_rate": 0.0008781143430290873, "loss": 1.6987, "theoretical_loss": 4.007028850246487, "tokens_seen": 431226880 }, { "epoch": 0.13, "learning_rate": 0.0008780942828485456, "loss": 1.8072, "theoretical_loss": 4.006962062472133, "tokens_seen": 431292416 }, { "epoch": 0.13, "learning_rate": 0.0008780742226680041, "loss": 1.6421, "theoretical_loss": 4.006895287686692, "tokens_seen": 431357952 }, { "epoch": 0.13, "learning_rate": 0.0008780541624874624, "loss": 1.6763, "theoretical_loss": 4.006828525885666, "tokens_seen": 431423488 }, { "epoch": 0.13, "learning_rate": 0.0008780341023069208, "loss": 1.6193, "theoretical_loss": 4.006761777064557, "tokens_seen": 431489024 }, { "epoch": 0.13, "learning_rate": 0.0008780140421263792, "loss": 1.6439, "theoretical_loss": 4.0066950412188715, "tokens_seen": 431554560 }, { "epoch": 0.13, "learning_rate": 0.0008779939819458376, "loss": 1.6766, "theoretical_loss": 4.006628318344117, "tokens_seen": 431620096 }, { "epoch": 0.13, "learning_rate": 0.0008779739217652959, "loss": 1.6931, "theoretical_loss": 4.0065616084358044, "tokens_seen": 431685632 }, { "epoch": 0.13, "learning_rate": 0.0008779538615847543, "loss": 1.6771, "theoretical_loss": 4.006494911489444, "tokens_seen": 431751168 }, { "epoch": 0.13, "learning_rate": 0.0008779338014042126, "loss": 1.6814, "theoretical_loss": 4.006428227500552, "tokens_seen": 431816704 }, { "epoch": 0.13, "learning_rate": 0.0008779137412236711, "loss": 1.6386, "theoretical_loss": 4.006361556464646, "tokens_seen": 431882240 }, { "epoch": 0.13, "learning_rate": 0.0008778936810431294, "loss": 1.7042, "theoretical_loss": 4.006294898377242, "tokens_seen": 431947776 }, { "epoch": 0.13, "learning_rate": 0.0008778736208625878, "loss": 1.735, "theoretical_loss": 4.006228253233864, "tokens_seen": 432013312 }, { "epoch": 0.13, "learning_rate": 0.0008778535606820461, "loss": 1.8019, "theoretical_loss": 4.006161621030033, "tokens_seen": 432078848 }, { "epoch": 0.13, "learning_rate": 0.0008778335005015046, "loss": 1.6797, "theoretical_loss": 4.0060950017612775, "tokens_seen": 432144384 }, { "epoch": 0.13, "learning_rate": 0.0008778134403209629, "loss": 1.6797, "theoretical_loss": 4.006028395423122, "tokens_seen": 432209920 }, { "epoch": 0.13, "learning_rate": 0.0008777933801404213, "loss": 1.7321, "theoretical_loss": 4.0059618020111, "tokens_seen": 432275456 }, { "epoch": 0.13, "learning_rate": 0.0008777733199598796, "loss": 1.6531, "theoretical_loss": 4.005895221520742, "tokens_seen": 432340992 }, { "epoch": 0.13, "learning_rate": 0.000877753259779338, "loss": 1.7324, "theoretical_loss": 4.005828653947583, "tokens_seen": 432406528 }, { "epoch": 0.13, "learning_rate": 0.0008777331995987964, "loss": 1.6861, "theoretical_loss": 4.00576209928716, "tokens_seen": 432472064 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.4946593642234802, "objective/train/docs_used": 163281, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5753886699676514, "objective/train/original_loss": 1.5753885507583618, "objective/train/theoretical_loss": 4.00569555753501, "objective/train/tokens_used": 452997600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2450278401374817, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507116317749023, "objective/train/weighted_lm_loss": 1.6551384925842285, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.00569555753501, "tokens_seen": 432537600 }, { "epoch": 0.13, "learning_rate": 0.0008777131394182548, "loss": 1.7133, "theoretical_loss": 4.00569555753501, "tokens_seen": 432537600 }, { "epoch": 0.13, "learning_rate": 0.0008776930792377131, "loss": 1.7018, "theoretical_loss": 4.005629028686678, "tokens_seen": 432603136 }, { "epoch": 0.13, "learning_rate": 0.0008776730190571716, "loss": 1.7188, "theoretical_loss": 4.005562512737704, "tokens_seen": 432668672 }, { "epoch": 0.13, "learning_rate": 0.0008776529588766299, "loss": 1.6953, "theoretical_loss": 4.005496009683635, "tokens_seen": 432734208 }, { "epoch": 0.13, "learning_rate": 0.0008776328986960883, "loss": 1.5622, "theoretical_loss": 4.0054295195200185, "tokens_seen": 432799744 }, { "epoch": 0.13, "learning_rate": 0.0008776128385155467, "loss": 1.6209, "theoretical_loss": 4.005363042242405, "tokens_seen": 432865280 }, { "epoch": 0.13, "learning_rate": 0.000877592778335005, "loss": 1.7354, "theoretical_loss": 4.005296577846347, "tokens_seen": 432930816 }, { "epoch": 0.13, "learning_rate": 0.0008775727181544634, "loss": 1.6755, "theoretical_loss": 4.005230126327398, "tokens_seen": 432996352 }, { "epoch": 0.13, "learning_rate": 0.0008775526579739219, "loss": 1.6384, "theoretical_loss": 4.005163687681116, "tokens_seen": 433061888 }, { "epoch": 0.13, "learning_rate": 0.0008775325977933801, "loss": 1.6189, "theoretical_loss": 4.0050972619030585, "tokens_seen": 433127424 }, { "epoch": 0.13, "learning_rate": 0.0008775125376128386, "loss": 1.7411, "theoretical_loss": 4.005030848988788, "tokens_seen": 433192960 }, { "epoch": 0.13, "learning_rate": 0.0008774924774322968, "loss": 1.6849, "theoretical_loss": 4.004964448933866, "tokens_seen": 433258496 }, { "epoch": 0.13, "learning_rate": 0.0008774724172517553, "loss": 1.6512, "theoretical_loss": 4.00489806173386, "tokens_seen": 433324032 }, { "epoch": 0.13, "learning_rate": 0.0008774523570712137, "loss": 1.7051, "theoretical_loss": 4.004831687384336, "tokens_seen": 433389568 }, { "epoch": 0.13, "learning_rate": 0.000877432296890672, "loss": 1.7895, "theoretical_loss": 4.004765325880865, "tokens_seen": 433455104 }, { "epoch": 0.13, "learning_rate": 0.0008774122367101304, "loss": 1.8067, "theoretical_loss": 4.00469897721902, "tokens_seen": 433520640 }, { "epoch": 0.13, "learning_rate": 0.0008773921765295889, "loss": 1.7438, "theoretical_loss": 4.004632641394372, "tokens_seen": 433586176 }, { "epoch": 0.13, "learning_rate": 0.0008773721163490471, "loss": 1.8116, "theoretical_loss": 4.0045663184025, "tokens_seen": 433651712 }, { "epoch": 0.13, "learning_rate": 0.0008773520561685056, "loss": 1.6301, "theoretical_loss": 4.004500008238983, "tokens_seen": 433717248 }, { "epoch": 0.13, "learning_rate": 0.0008773319959879638, "loss": 1.6341, "theoretical_loss": 4.0044337108994, "tokens_seen": 433782784 }, { "epoch": 0.13, "learning_rate": 0.0008773119358074223, "loss": 1.7843, "theoretical_loss": 4.0043674263793365, "tokens_seen": 433848320 }, { "epoch": 0.13, "learning_rate": 0.0008772918756268807, "loss": 1.584, "theoretical_loss": 4.004301154674375, "tokens_seen": 433913856 }, { "epoch": 0.13, "learning_rate": 0.000877271815446339, "loss": 1.6833, "theoretical_loss": 4.0042348957801055, "tokens_seen": 433979392 }, { "epoch": 0.13, "learning_rate": 0.0008772517552657974, "loss": 1.6795, "theoretical_loss": 4.004168649692115, "tokens_seen": 434044928 }, { "epoch": 0.13, "learning_rate": 0.0008772316950852558, "loss": 1.6922, "theoretical_loss": 4.004102416405998, "tokens_seen": 434110464 }, { "epoch": 0.13, "learning_rate": 0.0008772116349047141, "loss": 1.687, "theoretical_loss": 4.004036195917347, "tokens_seen": 434176000 }, { "epoch": 0.13, "learning_rate": 0.0008771915747241726, "loss": 1.6465, "theoretical_loss": 4.003969988221758, "tokens_seen": 434241536 }, { "epoch": 0.13, "learning_rate": 0.0008771715145436308, "loss": 1.7862, "theoretical_loss": 4.00390379331483, "tokens_seen": 434307072 }, { "epoch": 0.13, "learning_rate": 0.0008771514543630893, "loss": 1.5721, "theoretical_loss": 4.0038376111921625, "tokens_seen": 434372608 }, { "epoch": 0.13, "learning_rate": 0.0008771313941825476, "loss": 1.746, "theoretical_loss": 4.00377144184936, "tokens_seen": 434438144 }, { "epoch": 0.13, "learning_rate": 0.000877111334002006, "loss": 1.5794, "theoretical_loss": 4.003705285282026, "tokens_seen": 434503680 }, { "epoch": 0.13, "learning_rate": 0.0008770912738214644, "loss": 1.8313, "theoretical_loss": 4.003639141485767, "tokens_seen": 434569216 }, { "epoch": 0.13, "learning_rate": 0.0008770712136409228, "loss": 1.7165, "theoretical_loss": 4.0035730104561935, "tokens_seen": 434634752 }, { "epoch": 0.13, "learning_rate": 0.0008770511534603811, "loss": 1.752, "theoretical_loss": 4.003506892188917, "tokens_seen": 434700288 }, { "epoch": 0.13, "learning_rate": 0.0008770310932798396, "loss": 1.7615, "theoretical_loss": 4.00344078667955, "tokens_seen": 434765824 }, { "epoch": 0.13, "learning_rate": 0.0008770110330992978, "loss": 1.7861, "theoretical_loss": 4.00337469392371, "tokens_seen": 434831360 }, { "epoch": 0.13, "learning_rate": 0.0008769909729187563, "loss": 1.7035, "theoretical_loss": 4.003308613917012, "tokens_seen": 434896896 }, { "epoch": 0.13, "learning_rate": 0.0008769709127382146, "loss": 1.713, "theoretical_loss": 4.003242546655079, "tokens_seen": 434962432 }, { "epoch": 0.13, "learning_rate": 0.000876950852557673, "loss": 1.7261, "theoretical_loss": 4.003176492133531, "tokens_seen": 435027968 }, { "epoch": 0.13, "learning_rate": 0.0008769307923771314, "loss": 1.8141, "theoretical_loss": 4.003110450347994, "tokens_seen": 435093504 }, { "epoch": 0.13, "learning_rate": 0.0008769107321965898, "loss": 1.6346, "theoretical_loss": 4.003044421294094, "tokens_seen": 435159040 }, { "epoch": 0.13, "learning_rate": 0.0008768906720160481, "loss": 1.7725, "theoretical_loss": 4.002978404967459, "tokens_seen": 435224576 }, { "epoch": 0.13, "learning_rate": 0.0008768706118355065, "loss": 1.5136, "theoretical_loss": 4.002912401363721, "tokens_seen": 435290112 }, { "epoch": 0.13, "learning_rate": 0.000876850551654965, "loss": 1.6824, "theoretical_loss": 4.0028464104785115, "tokens_seen": 435355648 }, { "epoch": 0.13, "learning_rate": 0.0008768304914744233, "loss": 1.7163, "theoretical_loss": 4.002780432307468, "tokens_seen": 435421184 }, { "epoch": 0.13, "learning_rate": 0.0008768104312938817, "loss": 1.795, "theoretical_loss": 4.002714466846227, "tokens_seen": 435486720 }, { "epoch": 0.13, "learning_rate": 0.00087679037111334, "loss": 1.5681, "theoretical_loss": 4.002648514090426, "tokens_seen": 435552256 }, { "epoch": 0.13, "learning_rate": 0.0008767703109327984, "loss": 1.6463, "theoretical_loss": 4.002582574035709, "tokens_seen": 435617792 }, { "epoch": 0.13, "learning_rate": 0.0008767502507522568, "loss": 1.702, "theoretical_loss": 4.0025166466777184, "tokens_seen": 435683328 }, { "epoch": 0.13, "learning_rate": 0.0008767301905717152, "loss": 1.7896, "theoretical_loss": 4.002450732012102, "tokens_seen": 435748864 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49324312806129456, "objective/train/docs_used": 164592, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.526324987411499, "objective/train/original_loss": 1.526324987411499, "objective/train/theoretical_loss": 4.002384830034506, "objective/train/tokens_used": 456274400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24383056163787842, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505638122558594, "objective/train/weighted_lm_loss": 1.6033390760421753, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 4.002384830034506, "tokens_seen": 435814400 }, { "epoch": 0.13, "learning_rate": 0.0008767101303911735, "loss": 1.7303, "theoretical_loss": 4.002384830034506, "tokens_seen": 435814400 }, { "epoch": 0.13, "learning_rate": 0.000876690070210632, "loss": 1.6407, "theoretical_loss": 4.002318940740581, "tokens_seen": 435879936 }, { "epoch": 0.13, "learning_rate": 0.0008766700100300903, "loss": 1.6781, "theoretical_loss": 4.00225306412598, "tokens_seen": 435945472 }, { "epoch": 0.13, "learning_rate": 0.0008766499498495487, "loss": 1.7347, "theoretical_loss": 4.002187200186357, "tokens_seen": 436011008 }, { "epoch": 0.13, "learning_rate": 0.0008766298896690071, "loss": 1.776, "theoretical_loss": 4.002121348917369, "tokens_seen": 436076544 }, { "epoch": 0.13, "learning_rate": 0.0008766098294884654, "loss": 1.6167, "theoretical_loss": 4.002055510314674, "tokens_seen": 436142080 }, { "epoch": 0.13, "learning_rate": 0.0008765897693079238, "loss": 1.7234, "theoretical_loss": 4.001989684373934, "tokens_seen": 436207616 }, { "epoch": 0.13, "learning_rate": 0.0008765697091273823, "loss": 1.6475, "theoretical_loss": 4.0019238710908125, "tokens_seen": 436273152 }, { "epoch": 0.13, "learning_rate": 0.0008765496489468405, "loss": 1.759, "theoretical_loss": 4.001858070460973, "tokens_seen": 436338688 }, { "epoch": 0.13, "learning_rate": 0.000876529588766299, "loss": 1.6858, "theoretical_loss": 4.001792282480085, "tokens_seen": 436404224 }, { "epoch": 0.13, "learning_rate": 0.0008765095285857572, "loss": 1.6897, "theoretical_loss": 4.0017265071438155, "tokens_seen": 436469760 }, { "epoch": 0.13, "learning_rate": 0.0008764894684052157, "loss": 1.7926, "theoretical_loss": 4.001660744447838, "tokens_seen": 436535296 }, { "epoch": 0.13, "learning_rate": 0.0008764694082246741, "loss": 1.5353, "theoretical_loss": 4.001594994387825, "tokens_seen": 436600832 }, { "epoch": 0.13, "learning_rate": 0.0008764493480441324, "loss": 1.6745, "theoretical_loss": 4.001529256959454, "tokens_seen": 436666368 }, { "epoch": 0.13, "learning_rate": 0.0008764292878635908, "loss": 1.744, "theoretical_loss": 4.001463532158402, "tokens_seen": 436731904 }, { "epoch": 0.13, "learning_rate": 0.0008764092276830493, "loss": 1.7642, "theoretical_loss": 4.001397819980349, "tokens_seen": 436797440 }, { "epoch": 0.13, "learning_rate": 0.0008763891675025075, "loss": 1.807, "theoretical_loss": 4.001332120420978, "tokens_seen": 436862976 }, { "epoch": 0.13, "learning_rate": 0.000876369107321966, "loss": 1.6098, "theoretical_loss": 4.001266433475973, "tokens_seen": 436928512 }, { "epoch": 0.13, "learning_rate": 0.0008763490471414242, "loss": 1.616, "theoretical_loss": 4.001200759141019, "tokens_seen": 436994048 }, { "epoch": 0.13, "learning_rate": 0.0008763289869608827, "loss": 1.7438, "theoretical_loss": 4.001135097411807, "tokens_seen": 437059584 }, { "epoch": 0.13, "learning_rate": 0.0008763089267803411, "loss": 1.7516, "theoretical_loss": 4.001069448284027, "tokens_seen": 437125120 }, { "epoch": 0.13, "learning_rate": 0.0008762888665997994, "loss": 1.6991, "theoretical_loss": 4.001003811753371, "tokens_seen": 437190656 }, { "epoch": 0.13, "learning_rate": 0.0008762688064192578, "loss": 1.551, "theoretical_loss": 4.000938187815535, "tokens_seen": 437256192 }, { "epoch": 0.13, "learning_rate": 0.0008762487462387162, "loss": 1.6185, "theoretical_loss": 4.000872576466216, "tokens_seen": 437321728 }, { "epoch": 0.13, "learning_rate": 0.0008762286860581745, "loss": 1.6573, "theoretical_loss": 4.000806977701113, "tokens_seen": 437387264 }, { "epoch": 0.13, "learning_rate": 0.000876208625877633, "loss": 1.7303, "theoretical_loss": 4.000741391515927, "tokens_seen": 437452800 }, { "epoch": 0.13, "learning_rate": 0.0008761885656970912, "loss": 1.6935, "theoretical_loss": 4.000675817906362, "tokens_seen": 437518336 }, { "epoch": 0.13, "learning_rate": 0.0008761685055165497, "loss": 1.5171, "theoretical_loss": 4.000610256868123, "tokens_seen": 437583872 }, { "epoch": 0.13, "learning_rate": 0.000876148445336008, "loss": 1.8138, "theoretical_loss": 4.000544708396919, "tokens_seen": 437649408 }, { "epoch": 0.13, "learning_rate": 0.0008761283851554664, "loss": 1.6239, "theoretical_loss": 4.000479172488458, "tokens_seen": 437714944 }, { "epoch": 0.13, "learning_rate": 0.0008761083249749248, "loss": 1.7383, "theoretical_loss": 4.000413649138453, "tokens_seen": 437780480 }, { "epoch": 0.13, "learning_rate": 0.0008760882647943832, "loss": 1.7627, "theoretical_loss": 4.000348138342618, "tokens_seen": 437846016 }, { "epoch": 0.13, "learning_rate": 0.0008760682046138415, "loss": 1.7317, "theoretical_loss": 4.0002826400966685, "tokens_seen": 437911552 }, { "epoch": 0.13, "learning_rate": 0.0008760481444333, "loss": 1.6734, "theoretical_loss": 4.0002171543963225, "tokens_seen": 437977088 }, { "epoch": 0.13, "learning_rate": 0.0008760280842527582, "loss": 1.6857, "theoretical_loss": 4.000151681237301, "tokens_seen": 438042624 }, { "epoch": 0.13, "learning_rate": 0.0008760080240722167, "loss": 1.5352, "theoretical_loss": 4.0000862206153265, "tokens_seen": 438108160 }, { "epoch": 0.13, "learning_rate": 0.000875987963891675, "loss": 1.6934, "theoretical_loss": 4.000020772526123, "tokens_seen": 438173696 }, { "epoch": 0.13, "learning_rate": 0.0008759679037111334, "loss": 1.7256, "theoretical_loss": 3.999955336965418, "tokens_seen": 438239232 }, { "epoch": 0.13, "learning_rate": 0.0008759478435305918, "loss": 1.718, "theoretical_loss": 3.9998899139289392, "tokens_seen": 438304768 }, { "epoch": 0.13, "learning_rate": 0.0008759277833500502, "loss": 1.6726, "theoretical_loss": 3.999824503412417, "tokens_seen": 438370304 }, { "epoch": 0.13, "learning_rate": 0.0008759077231695085, "loss": 1.5715, "theoretical_loss": 3.9997591054115853, "tokens_seen": 438435840 }, { "epoch": 0.13, "learning_rate": 0.0008758876629889669, "loss": 1.6995, "theoretical_loss": 3.9996937199221785, "tokens_seen": 438501376 }, { "epoch": 0.13, "learning_rate": 0.0008758676028084253, "loss": 1.7369, "theoretical_loss": 3.999628346939934, "tokens_seen": 438566912 }, { "epoch": 0.13, "learning_rate": 0.0008758475426278837, "loss": 1.7391, "theoretical_loss": 3.999562986460591, "tokens_seen": 438632448 }, { "epoch": 0.13, "learning_rate": 0.000875827482447342, "loss": 1.7917, "theoretical_loss": 3.9994976384798906, "tokens_seen": 438697984 }, { "epoch": 0.13, "learning_rate": 0.0008758074222668005, "loss": 1.6776, "theoretical_loss": 3.9994323029935757, "tokens_seen": 438763520 }, { "epoch": 0.13, "learning_rate": 0.0008757873620862587, "loss": 1.7134, "theoretical_loss": 3.9993669799973928, "tokens_seen": 438829056 }, { "epoch": 0.13, "learning_rate": 0.0008757673019057172, "loss": 1.6238, "theoretical_loss": 3.999301669487088, "tokens_seen": 438894592 }, { "epoch": 0.13, "learning_rate": 0.0008757472417251755, "loss": 1.7006, "theoretical_loss": 3.9992363714584123, "tokens_seen": 438960128 }, { "epoch": 0.13, "learning_rate": 0.0008757271815446339, "loss": 1.6622, "theoretical_loss": 3.9991710859071157, "tokens_seen": 439025664 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.49032777547836304, "objective/train/docs_used": 165818, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6073089838027954, "objective/train/original_loss": 1.6073087453842163, "objective/train/theoretical_loss": 3.9991058128289536, "objective/train/tokens_used": 459551200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24182981252670288, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502620935440063, "objective/train/weighted_lm_loss": 1.688266634941101, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9991058128289536, "tokens_seen": 439091200 }, { "epoch": 0.13, "learning_rate": 0.0008757071213640923, "loss": 1.6988, "theoretical_loss": 3.9991058128289536, "tokens_seen": 439091200 }, { "epoch": 0.13, "learning_rate": 0.0008756870611835507, "loss": 1.7678, "theoretical_loss": 3.9990405522196806, "tokens_seen": 439156736 }, { "epoch": 0.13, "learning_rate": 0.000875667001003009, "loss": 1.7156, "theoretical_loss": 3.9989753040750555, "tokens_seen": 439222272 }, { "epoch": 0.13, "learning_rate": 0.0008756469408224675, "loss": 1.8251, "theoretical_loss": 3.9989100683908374, "tokens_seen": 439287808 }, { "epoch": 0.13, "learning_rate": 0.0008756268806419257, "loss": 1.7089, "theoretical_loss": 3.998844845162789, "tokens_seen": 439353344 }, { "epoch": 0.13, "learning_rate": 0.0008756068204613842, "loss": 1.7908, "theoretical_loss": 3.9987796343866746, "tokens_seen": 439418880 }, { "epoch": 0.13, "learning_rate": 0.0008755867602808425, "loss": 1.6618, "theoretical_loss": 3.9987144360582594, "tokens_seen": 439484416 }, { "epoch": 0.13, "learning_rate": 0.0008755667001003009, "loss": 1.6314, "theoretical_loss": 3.9986492501733126, "tokens_seen": 439549952 }, { "epoch": 0.13, "learning_rate": 0.0008755466399197593, "loss": 1.7443, "theoretical_loss": 3.998584076727604, "tokens_seen": 439615488 }, { "epoch": 0.13, "learning_rate": 0.0008755265797392176, "loss": 1.8115, "theoretical_loss": 3.9985189157169065, "tokens_seen": 439681024 }, { "epoch": 0.13, "learning_rate": 0.000875506519558676, "loss": 1.7254, "theoretical_loss": 3.998453767136994, "tokens_seen": 439746560 }, { "epoch": 0.13, "learning_rate": 0.0008754864593781345, "loss": 1.6744, "theoretical_loss": 3.9983886309836434, "tokens_seen": 439812096 }, { "epoch": 0.13, "learning_rate": 0.0008754663991975927, "loss": 1.7076, "theoretical_loss": 3.998323507252633, "tokens_seen": 439877632 }, { "epoch": 0.13, "learning_rate": 0.0008754463390170512, "loss": 1.6958, "theoretical_loss": 3.998258395939744, "tokens_seen": 439943168 }, { "epoch": 0.13, "learning_rate": 0.0008754262788365094, "loss": 1.6202, "theoretical_loss": 3.998193297040758, "tokens_seen": 440008704 }, { "epoch": 0.13, "learning_rate": 0.0008754062186559679, "loss": 1.673, "theoretical_loss": 3.998128210551461, "tokens_seen": 440074240 }, { "epoch": 0.13, "learning_rate": 0.0008753861584754263, "loss": 1.6711, "theoretical_loss": 3.998063136467639, "tokens_seen": 440139776 }, { "epoch": 0.13, "learning_rate": 0.0008753660982948846, "loss": 1.7422, "theoretical_loss": 3.997998074785082, "tokens_seen": 440205312 }, { "epoch": 0.13, "learning_rate": 0.0008753460381143431, "loss": 1.7045, "theoretical_loss": 3.99793302549958, "tokens_seen": 440270848 }, { "epoch": 0.13, "learning_rate": 0.0008753259779338015, "loss": 1.6724, "theoretical_loss": 3.997867988606926, "tokens_seen": 440336384 }, { "epoch": 0.13, "learning_rate": 0.0008753059177532598, "loss": 1.7573, "theoretical_loss": 3.9978029641029154, "tokens_seen": 440401920 }, { "epoch": 0.13, "learning_rate": 0.0008752858575727182, "loss": 1.6944, "theoretical_loss": 3.997737951983345, "tokens_seen": 440467456 }, { "epoch": 0.13, "learning_rate": 0.0008752657973921766, "loss": 1.6073, "theoretical_loss": 3.997672952244014, "tokens_seen": 440532992 }, { "epoch": 0.13, "learning_rate": 0.0008752457372116349, "loss": 1.8349, "theoretical_loss": 3.997607964880724, "tokens_seen": 440598528 }, { "epoch": 0.13, "learning_rate": 0.0008752256770310934, "loss": 1.5962, "theoretical_loss": 3.9975429898892783, "tokens_seen": 440664064 }, { "epoch": 0.13, "learning_rate": 0.0008752056168505516, "loss": 1.6863, "theoretical_loss": 3.997478027265481, "tokens_seen": 440729600 }, { "epoch": 0.13, "learning_rate": 0.0008751855566700101, "loss": 1.7402, "theoretical_loss": 3.997413077005141, "tokens_seen": 440795136 }, { "epoch": 0.13, "learning_rate": 0.0008751654964894684, "loss": 1.6486, "theoretical_loss": 3.9973481391040675, "tokens_seen": 440860672 }, { "epoch": 0.13, "learning_rate": 0.0008751454363089268, "loss": 1.7126, "theoretical_loss": 3.9972832135580707, "tokens_seen": 440926208 }, { "epoch": 0.13, "learning_rate": 0.0008751253761283852, "loss": 1.643, "theoretical_loss": 3.9972183003629653, "tokens_seen": 440991744 }, { "epoch": 0.13, "learning_rate": 0.0008751053159478436, "loss": 1.7164, "theoretical_loss": 3.9971533995145663, "tokens_seen": 441057280 }, { "epoch": 0.13, "learning_rate": 0.0008750852557673019, "loss": 1.7811, "theoretical_loss": 3.997088511008691, "tokens_seen": 441122816 }, { "epoch": 0.13, "learning_rate": 0.0008750651955867604, "loss": 1.6393, "theoretical_loss": 3.9970236348411605, "tokens_seen": 441188352 }, { "epoch": 0.13, "learning_rate": 0.0008750451354062186, "loss": 1.6637, "theoretical_loss": 3.996958771007794, "tokens_seen": 441253888 }, { "epoch": 0.13, "learning_rate": 0.0008750250752256771, "loss": 1.7993, "theoretical_loss": 3.996893919504417, "tokens_seen": 441319424 }, { "epoch": 0.13, "learning_rate": 0.0008750050150451354, "loss": 1.6861, "theoretical_loss": 3.996829080326855, "tokens_seen": 441384960 }, { "epoch": 0.13, "learning_rate": 0.0008749849548645938, "loss": 1.615, "theoretical_loss": 3.996764253470935, "tokens_seen": 441450496 }, { "epoch": 0.13, "learning_rate": 0.0008749648946840522, "loss": 1.6733, "theoretical_loss": 3.9966994389324872, "tokens_seen": 441516032 }, { "epoch": 0.13, "learning_rate": 0.0008749448345035106, "loss": 1.6116, "theoretical_loss": 3.996634636707344, "tokens_seen": 441581568 }, { "epoch": 0.13, "learning_rate": 0.0008749247743229689, "loss": 1.6706, "theoretical_loss": 3.9965698467913375, "tokens_seen": 441647104 }, { "epoch": 0.13, "learning_rate": 0.0008749047141424273, "loss": 1.4712, "theoretical_loss": 3.996505069180306, "tokens_seen": 441712640 }, { "epoch": 0.13, "learning_rate": 0.0008748846539618857, "loss": 1.73, "theoretical_loss": 3.9964403038700844, "tokens_seen": 441778176 }, { "epoch": 0.13, "learning_rate": 0.0008748645937813441, "loss": 1.7456, "theoretical_loss": 3.9963755508565155, "tokens_seen": 441843712 }, { "epoch": 0.13, "learning_rate": 0.0008748445336008024, "loss": 1.6791, "theoretical_loss": 3.99631081013544, "tokens_seen": 441909248 }, { "epoch": 0.13, "learning_rate": 0.0008748244734202609, "loss": 1.6616, "theoretical_loss": 3.9962460817027017, "tokens_seen": 441974784 }, { "epoch": 0.13, "learning_rate": 0.0008748044132397191, "loss": 1.6458, "theoretical_loss": 3.996181365554146, "tokens_seen": 442040320 }, { "epoch": 0.13, "learning_rate": 0.0008747843530591776, "loss": 1.8686, "theoretical_loss": 3.9961166616856225, "tokens_seen": 442105856 }, { "epoch": 0.13, "learning_rate": 0.0008747642928786359, "loss": 1.6062, "theoretical_loss": 3.9960519700929797, "tokens_seen": 442171392 }, { "epoch": 0.13, "learning_rate": 0.0008747442326980943, "loss": 1.6539, "theoretical_loss": 3.995987290772071, "tokens_seen": 442236928 }, { "epoch": 0.13, "learning_rate": 0.0008747241725175527, "loss": 1.7101, "theoretical_loss": 3.995922623718749, "tokens_seen": 442302464 }, { "epoch": 0.13, "objective/train/advantage_avg": 0.4943990111351013, "objective/train/docs_used": 166951, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5713313817977905, "objective/train/original_loss": 1.57133150100708, "objective/train/theoretical_loss": 3.9958579689288705, "objective/train/tokens_used": 462828000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24468739330768585, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050683856010437, "objective/train/weighted_lm_loss": 1.6510241031646729, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9958579689288705, "tokens_seen": 442368000 }, { "epoch": 0.13, "learning_rate": 0.0008747041123370111, "loss": 1.719, "theoretical_loss": 3.9958579689288705, "tokens_seen": 442368000 }, { "epoch": 0.13, "learning_rate": 0.0008746840521564694, "loss": 1.5793, "theoretical_loss": 3.995793326398293, "tokens_seen": 442433536 }, { "epoch": 0.13, "learning_rate": 0.0008746639919759279, "loss": 1.6893, "theoretical_loss": 3.9957286961228786, "tokens_seen": 442499072 }, { "epoch": 0.13, "learning_rate": 0.0008746439317953861, "loss": 1.6669, "theoretical_loss": 3.995664078098487, "tokens_seen": 442564608 }, { "epoch": 0.13, "learning_rate": 0.0008746238716148446, "loss": 1.5583, "theoretical_loss": 3.9955994723209836, "tokens_seen": 442630144 }, { "epoch": 0.13, "learning_rate": 0.0008746038114343029, "loss": 1.717, "theoretical_loss": 3.9955348787862337, "tokens_seen": 442695680 }, { "epoch": 0.13, "learning_rate": 0.0008745837512537613, "loss": 1.5958, "theoretical_loss": 3.995470297490106, "tokens_seen": 442761216 }, { "epoch": 0.13, "learning_rate": 0.0008745636910732197, "loss": 1.7998, "theoretical_loss": 3.9954057284284703, "tokens_seen": 442826752 }, { "epoch": 0.13, "learning_rate": 0.000874543630892678, "loss": 1.6256, "theoretical_loss": 3.9953411715971994, "tokens_seen": 442892288 }, { "epoch": 0.13, "learning_rate": 0.0008745235707121364, "loss": 1.6284, "theoretical_loss": 3.9952766269921667, "tokens_seen": 442957824 }, { "epoch": 0.13, "learning_rate": 0.0008745035105315949, "loss": 1.4994, "theoretical_loss": 3.995212094609249, "tokens_seen": 443023360 }, { "epoch": 0.13, "learning_rate": 0.0008744834503510531, "loss": 1.8477, "theoretical_loss": 3.9951475744443234, "tokens_seen": 443088896 }, { "epoch": 0.13, "learning_rate": 0.0008744633901705116, "loss": 1.5417, "theoretical_loss": 3.9950830664932706, "tokens_seen": 443154432 }, { "epoch": 0.13, "learning_rate": 0.0008744433299899698, "loss": 1.6993, "theoretical_loss": 3.9950185707519736, "tokens_seen": 443219968 }, { "epoch": 0.13, "learning_rate": 0.0008744232698094283, "loss": 1.5878, "theoretical_loss": 3.994954087216315, "tokens_seen": 443285504 }, { "epoch": 0.13, "learning_rate": 0.0008744032096288867, "loss": 1.7611, "theoretical_loss": 3.994889615882182, "tokens_seen": 443351040 }, { "epoch": 0.13, "learning_rate": 0.000874383149448345, "loss": 1.6522, "theoretical_loss": 3.9948251567454625, "tokens_seen": 443416576 }, { "epoch": 0.13, "learning_rate": 0.0008743630892678034, "loss": 1.7121, "theoretical_loss": 3.994760709802046, "tokens_seen": 443482112 }, { "epoch": 0.13, "learning_rate": 0.0008743430290872619, "loss": 1.7826, "theoretical_loss": 3.994696275047825, "tokens_seen": 443547648 }, { "epoch": 0.13, "learning_rate": 0.0008743229689067201, "loss": 1.6826, "theoretical_loss": 3.994631852478695, "tokens_seen": 443613184 }, { "epoch": 0.13, "learning_rate": 0.0008743029087261786, "loss": 1.6519, "theoretical_loss": 3.99456744209055, "tokens_seen": 443678720 }, { "epoch": 0.13, "learning_rate": 0.0008742828485456368, "loss": 1.6761, "theoretical_loss": 3.9945030438792886, "tokens_seen": 443744256 }, { "epoch": 0.13, "learning_rate": 0.0008742627883650953, "loss": 1.7019, "theoretical_loss": 3.9944386578408113, "tokens_seen": 443809792 }, { "epoch": 0.13, "learning_rate": 0.0008742427281845537, "loss": 1.638, "theoretical_loss": 3.99437428397102, "tokens_seen": 443875328 }, { "epoch": 0.13, "learning_rate": 0.000874222668004012, "loss": 1.673, "theoretical_loss": 3.9943099222658187, "tokens_seen": 443940864 }, { "epoch": 0.13, "learning_rate": 0.0008742026078234704, "loss": 1.6107, "theoretical_loss": 3.9942455727211135, "tokens_seen": 444006400 }, { "epoch": 0.13, "learning_rate": 0.0008741825476429288, "loss": 1.6643, "theoretical_loss": 3.9941812353328126, "tokens_seen": 444071936 }, { "epoch": 0.13, "learning_rate": 0.0008741624874623871, "loss": 1.7482, "theoretical_loss": 3.9941169100968255, "tokens_seen": 444137472 }, { "epoch": 0.13, "learning_rate": 0.0008741424272818456, "loss": 1.7802, "theoretical_loss": 3.9940525970090643, "tokens_seen": 444203008 }, { "epoch": 0.13, "learning_rate": 0.0008741223671013039, "loss": 1.5553, "theoretical_loss": 3.993988296065443, "tokens_seen": 444268544 }, { "epoch": 0.13, "learning_rate": 0.0008741023069207623, "loss": 1.5713, "theoretical_loss": 3.993924007261878, "tokens_seen": 444334080 }, { "epoch": 0.13, "learning_rate": 0.0008740822467402206, "loss": 1.6922, "theoretical_loss": 3.993859730594286, "tokens_seen": 444399616 }, { "epoch": 0.13, "learning_rate": 0.000874062186559679, "loss": 1.8085, "theoretical_loss": 3.9937954660585877, "tokens_seen": 444465152 }, { "epoch": 0.13, "learning_rate": 0.0008740421263791374, "loss": 1.6667, "theoretical_loss": 3.9937312136507055, "tokens_seen": 444530688 }, { "epoch": 0.13, "learning_rate": 0.0008740220661985958, "loss": 1.717, "theoretical_loss": 3.9936669733665617, "tokens_seen": 444596224 }, { "epoch": 0.13, "learning_rate": 0.0008740020060180541, "loss": 1.6322, "theoretical_loss": 3.9936027452020832, "tokens_seen": 444661760 }, { "epoch": 0.13, "learning_rate": 0.0008739819458375126, "loss": 1.6617, "theoretical_loss": 3.9935385291531977, "tokens_seen": 444727296 }, { "epoch": 0.13, "learning_rate": 0.0008739618856569709, "loss": 1.6524, "theoretical_loss": 3.9934743252158347, "tokens_seen": 444792832 }, { "epoch": 0.13, "learning_rate": 0.0008739418254764293, "loss": 1.7594, "theoretical_loss": 3.9934101333859253, "tokens_seen": 444858368 }, { "epoch": 0.13, "learning_rate": 0.0008739217652958876, "loss": 1.7404, "theoretical_loss": 3.9933459536594036, "tokens_seen": 444923904 }, { "epoch": 0.13, "learning_rate": 0.0008739017051153461, "loss": 1.8118, "theoretical_loss": 3.993281786032206, "tokens_seen": 444989440 }, { "epoch": 0.13, "learning_rate": 0.0008738816449348044, "loss": 1.6814, "theoretical_loss": 3.9932176305002693, "tokens_seen": 445054976 }, { "epoch": 0.13, "learning_rate": 0.0008738615847542628, "loss": 1.6673, "theoretical_loss": 3.9931534870595327, "tokens_seen": 445120512 }, { "epoch": 0.13, "learning_rate": 0.0008738415245737213, "loss": 1.6706, "theoretical_loss": 3.993089355705939, "tokens_seen": 445186048 }, { "epoch": 0.13, "learning_rate": 0.0008738214643931795, "loss": 1.6417, "theoretical_loss": 3.9930252364354297, "tokens_seen": 445251584 }, { "epoch": 0.13, "learning_rate": 0.000873801404212638, "loss": 1.7252, "theoretical_loss": 3.9929611292439517, "tokens_seen": 445317120 }, { "epoch": 0.13, "learning_rate": 0.0008737813440320963, "loss": 1.6898, "theoretical_loss": 3.9928970341274517, "tokens_seen": 445382656 }, { "epoch": 0.13, "learning_rate": 0.0008737612838515547, "loss": 1.6426, "theoretical_loss": 3.99283295108188, "tokens_seen": 445448192 }, { "epoch": 0.14, "learning_rate": 0.0008737412236710131, "loss": 1.6633, "theoretical_loss": 3.9927688801031866, "tokens_seen": 445513728 }, { "epoch": 0.14, "learning_rate": 0.0008737211634904715, "loss": 1.6642, "theoretical_loss": 3.992704821187325, "tokens_seen": 445579264 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.4929441809654236, "objective/train/docs_used": 168097, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7667591571807861, "objective/train/original_loss": 1.7667592763900757, "objective/train/theoretical_loss": 3.992640774330251, "objective/train/tokens_used": 466104800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24337506294250488, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505316257476807, "objective/train/weighted_lm_loss": 1.855811595916748, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.992640774330251, "tokens_seen": 445644800 }, { "epoch": 0.14, "learning_rate": 0.0008737011033099298, "loss": 1.7735, "theoretical_loss": 3.992640774330251, "tokens_seen": 445644800 }, { "epoch": 0.14, "learning_rate": 0.0008736810431293883, "loss": 1.6244, "theoretical_loss": 3.992576739527922, "tokens_seen": 445710336 }, { "epoch": 0.14, "learning_rate": 0.0008736609829488465, "loss": 1.7317, "theoretical_loss": 3.9925127167762966, "tokens_seen": 445775872 }, { "epoch": 0.14, "learning_rate": 0.000873640922768305, "loss": 1.6294, "theoretical_loss": 3.992448706071335, "tokens_seen": 445841408 }, { "epoch": 0.14, "learning_rate": 0.0008736208625877633, "loss": 1.582, "theoretical_loss": 3.9923847074090015, "tokens_seen": 445906944 }, { "epoch": 0.14, "learning_rate": 0.0008736008024072217, "loss": 1.658, "theoretical_loss": 3.9923207207852602, "tokens_seen": 445972480 }, { "epoch": 0.14, "learning_rate": 0.0008735807422266801, "loss": 1.6315, "theoretical_loss": 3.9922567461960785, "tokens_seen": 446038016 }, { "epoch": 0.14, "learning_rate": 0.0008735606820461384, "loss": 1.6296, "theoretical_loss": 3.9921927836374245, "tokens_seen": 446103552 }, { "epoch": 0.14, "learning_rate": 0.0008735406218655968, "loss": 1.6206, "theoretical_loss": 3.9921288331052702, "tokens_seen": 446169088 }, { "epoch": 0.14, "learning_rate": 0.0008735205616850553, "loss": 1.6181, "theoretical_loss": 3.992064894595587, "tokens_seen": 446234624 }, { "epoch": 0.14, "learning_rate": 0.0008735005015045135, "loss": 1.6894, "theoretical_loss": 3.9920009681043505, "tokens_seen": 446300160 }, { "epoch": 0.14, "learning_rate": 0.000873480441323972, "loss": 1.7492, "theoretical_loss": 3.9919370536275367, "tokens_seen": 446365696 }, { "epoch": 0.14, "learning_rate": 0.0008734603811434302, "loss": 1.635, "theoretical_loss": 3.991873151161124, "tokens_seen": 446431232 }, { "epoch": 0.14, "learning_rate": 0.0008734403209628887, "loss": 1.6543, "theoretical_loss": 3.9918092607010935, "tokens_seen": 446496768 }, { "epoch": 0.14, "learning_rate": 0.0008734202607823471, "loss": 1.7162, "theoretical_loss": 3.991745382243427, "tokens_seen": 446562304 }, { "epoch": 0.14, "learning_rate": 0.0008734002006018054, "loss": 1.8018, "theoretical_loss": 3.9916815157841095, "tokens_seen": 446627840 }, { "epoch": 0.14, "learning_rate": 0.0008733801404212638, "loss": 1.7373, "theoretical_loss": 3.9916176613191263, "tokens_seen": 446693376 }, { "epoch": 0.14, "learning_rate": 0.0008733600802407223, "loss": 1.6995, "theoretical_loss": 3.9915538188444666, "tokens_seen": 446758912 }, { "epoch": 0.14, "learning_rate": 0.0008733400200601805, "loss": 1.6555, "theoretical_loss": 3.9914899883561197, "tokens_seen": 446824448 }, { "epoch": 0.14, "learning_rate": 0.000873319959879639, "loss": 1.693, "theoretical_loss": 3.9914261698500777, "tokens_seen": 446889984 }, { "epoch": 0.14, "learning_rate": 0.0008732998996990972, "loss": 1.6775, "theoretical_loss": 3.9913623633223354, "tokens_seen": 446955520 }, { "epoch": 0.14, "learning_rate": 0.0008732798395185557, "loss": 1.5977, "theoretical_loss": 3.9912985687688876, "tokens_seen": 447021056 }, { "epoch": 0.14, "learning_rate": 0.0008732597793380141, "loss": 1.6131, "theoretical_loss": 3.9912347861857334, "tokens_seen": 447086592 }, { "epoch": 0.14, "learning_rate": 0.0008732397191574724, "loss": 1.8031, "theoretical_loss": 3.9911710155688715, "tokens_seen": 447152128 }, { "epoch": 0.14, "learning_rate": 0.0008732196589769308, "loss": 1.4963, "theoretical_loss": 3.9911072569143036, "tokens_seen": 447217664 }, { "epoch": 0.14, "learning_rate": 0.0008731995987963892, "loss": 1.7504, "theoretical_loss": 3.9910435102180344, "tokens_seen": 447283200 }, { "epoch": 0.14, "learning_rate": 0.0008731795386158475, "loss": 1.6181, "theoretical_loss": 3.9909797754760676, "tokens_seen": 447348736 }, { "epoch": 0.14, "learning_rate": 0.000873159478435306, "loss": 1.5899, "theoretical_loss": 3.990916052684412, "tokens_seen": 447414272 }, { "epoch": 0.14, "learning_rate": 0.0008731394182547643, "loss": 1.6269, "theoretical_loss": 3.9908523418390764, "tokens_seen": 447479808 }, { "epoch": 0.14, "learning_rate": 0.0008731193580742227, "loss": 1.7889, "theoretical_loss": 3.9907886429360726, "tokens_seen": 447545344 }, { "epoch": 0.14, "learning_rate": 0.000873099297893681, "loss": 1.6514, "theoretical_loss": 3.9907249559714133, "tokens_seen": 447610880 }, { "epoch": 0.14, "learning_rate": 0.0008730792377131394, "loss": 1.5434, "theoretical_loss": 3.9906612809411137, "tokens_seen": 447676416 }, { "epoch": 0.14, "learning_rate": 0.0008730591775325978, "loss": 1.5948, "theoretical_loss": 3.990597617841191, "tokens_seen": 447741952 }, { "epoch": 0.14, "learning_rate": 0.0008730391173520562, "loss": 1.6374, "theoretical_loss": 3.9905339666676642, "tokens_seen": 447807488 }, { "epoch": 0.14, "learning_rate": 0.0008730190571715145, "loss": 1.5835, "theoretical_loss": 3.9904703274165527, "tokens_seen": 447873024 }, { "epoch": 0.14, "learning_rate": 0.000872998996990973, "loss": 1.7278, "theoretical_loss": 3.9904067000838817, "tokens_seen": 447938560 }, { "epoch": 0.14, "learning_rate": 0.0008729789368104313, "loss": 1.6106, "theoretical_loss": 3.9903430846656742, "tokens_seen": 448004096 }, { "epoch": 0.14, "learning_rate": 0.0008729588766298897, "loss": 1.7808, "theoretical_loss": 3.990279481157957, "tokens_seen": 448069632 }, { "epoch": 0.14, "learning_rate": 0.000872938816449348, "loss": 1.6589, "theoretical_loss": 3.990215889556759, "tokens_seen": 448135168 }, { "epoch": 0.14, "learning_rate": 0.0008729187562688065, "loss": 1.6781, "theoretical_loss": 3.990152309858111, "tokens_seen": 448200704 }, { "epoch": 0.14, "learning_rate": 0.0008728986960882648, "loss": 1.6864, "theoretical_loss": 3.990088742058043, "tokens_seen": 448266240 }, { "epoch": 0.14, "learning_rate": 0.0008728786359077232, "loss": 1.7106, "theoretical_loss": 3.990025186152592, "tokens_seen": 448331776 }, { "epoch": 0.14, "learning_rate": 0.0008728585757271815, "loss": 1.5557, "theoretical_loss": 3.989961642137792, "tokens_seen": 448397312 }, { "epoch": 0.14, "learning_rate": 0.0008728385155466399, "loss": 1.6223, "theoretical_loss": 3.9898981100096824, "tokens_seen": 448462848 }, { "epoch": 0.14, "learning_rate": 0.0008728184553660983, "loss": 1.6308, "theoretical_loss": 3.9898345897643024, "tokens_seen": 448528384 }, { "epoch": 0.14, "learning_rate": 0.0008727983951855567, "loss": 1.7198, "theoretical_loss": 3.9897710813976937, "tokens_seen": 448593920 }, { "epoch": 0.14, "learning_rate": 0.000872778335005015, "loss": 1.5826, "theoretical_loss": 3.9897075849059003, "tokens_seen": 448659456 }, { "epoch": 0.14, "learning_rate": 0.0008727582748244735, "loss": 1.5786, "theoretical_loss": 3.989644100284967, "tokens_seen": 448724992 }, { "epoch": 0.14, "learning_rate": 0.0008727382146439318, "loss": 1.617, "theoretical_loss": 3.989580627530943, "tokens_seen": 448790528 }, { "epoch": 0.14, "learning_rate": 0.0008727181544633902, "loss": 1.6481, "theoretical_loss": 3.989517166639876, "tokens_seen": 448856064 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49197646975517273, "objective/train/docs_used": 169309, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.678598403930664, "objective/train/original_loss": 1.678598403930664, "objective/train/theoretical_loss": 3.9894537176078178, "objective/train/tokens_used": 469381600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24267804622650146, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504313707351685, "objective/train/weighted_lm_loss": 1.7632415294647217, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9894537176078178, "tokens_seen": 448921600 }, { "epoch": 0.14, "learning_rate": 0.0008726980942828485, "loss": 1.6911, "theoretical_loss": 3.9894537176078178, "tokens_seen": 448921600 }, { "epoch": 0.14, "learning_rate": 0.0008726780341023069, "loss": 1.6666, "theoretical_loss": 3.989390280430821, "tokens_seen": 448987136 }, { "epoch": 0.14, "learning_rate": 0.0008726579739217653, "loss": 1.5208, "theoretical_loss": 3.9893268551049417, "tokens_seen": 449052672 }, { "epoch": 0.14, "learning_rate": 0.0008726379137412237, "loss": 1.755, "theoretical_loss": 3.989263441626236, "tokens_seen": 449118208 }, { "epoch": 0.14, "learning_rate": 0.000872617853560682, "loss": 1.6132, "theoretical_loss": 3.989200039990763, "tokens_seen": 449183744 }, { "epoch": 0.14, "learning_rate": 0.0008725977933801405, "loss": 1.576, "theoretical_loss": 3.989136650194583, "tokens_seen": 449249280 }, { "epoch": 0.14, "learning_rate": 0.0008725777331995987, "loss": 1.6667, "theoretical_loss": 3.9890732722337594, "tokens_seen": 449314816 }, { "epoch": 0.14, "learning_rate": 0.0008725576730190572, "loss": 1.6623, "theoretical_loss": 3.9890099061043562, "tokens_seen": 449380352 }, { "epoch": 0.14, "learning_rate": 0.0008725376128385156, "loss": 1.7523, "theoretical_loss": 3.9889465518024396, "tokens_seen": 449445888 }, { "epoch": 0.14, "learning_rate": 0.0008725175526579739, "loss": 1.7429, "theoretical_loss": 3.9888832093240776, "tokens_seen": 449511424 }, { "epoch": 0.14, "learning_rate": 0.0008724974924774323, "loss": 1.7226, "theoretical_loss": 3.988819878665341, "tokens_seen": 449576960 }, { "epoch": 0.14, "learning_rate": 0.0008724774322968906, "loss": 1.59, "theoretical_loss": 3.988756559822301, "tokens_seen": 449642496 }, { "epoch": 0.14, "learning_rate": 0.000872457372116349, "loss": 1.6499, "theoretical_loss": 3.988693252791032, "tokens_seen": 449708032 }, { "epoch": 0.14, "learning_rate": 0.0008724373119358075, "loss": 1.7629, "theoretical_loss": 3.9886299575676096, "tokens_seen": 449773568 }, { "epoch": 0.14, "learning_rate": 0.0008724172517552657, "loss": 1.6231, "theoretical_loss": 3.988566674148111, "tokens_seen": 449839104 }, { "epoch": 0.14, "learning_rate": 0.0008723971915747242, "loss": 1.6632, "theoretical_loss": 3.988503402528617, "tokens_seen": 449904640 }, { "epoch": 0.14, "learning_rate": 0.0008723771313941826, "loss": 1.726, "theoretical_loss": 3.9884401427052074, "tokens_seen": 449970176 }, { "epoch": 0.14, "learning_rate": 0.0008723570712136409, "loss": 1.6258, "theoretical_loss": 3.9883768946739657, "tokens_seen": 450035712 }, { "epoch": 0.14, "learning_rate": 0.0008723370110330994, "loss": 1.6387, "theoretical_loss": 3.988313658430978, "tokens_seen": 450101248 }, { "epoch": 0.14, "learning_rate": 0.0008723169508525576, "loss": 1.6668, "theoretical_loss": 3.988250433972331, "tokens_seen": 450166784 }, { "epoch": 0.14, "learning_rate": 0.0008722968906720161, "loss": 1.7694, "theoretical_loss": 3.9881872212941123, "tokens_seen": 450232320 }, { "epoch": 0.14, "learning_rate": 0.0008722768304914745, "loss": 1.7324, "theoretical_loss": 3.9881240203924135, "tokens_seen": 450297856 }, { "epoch": 0.14, "learning_rate": 0.0008722567703109328, "loss": 1.6488, "theoretical_loss": 3.9880608312633274, "tokens_seen": 450363392 }, { "epoch": 0.14, "learning_rate": 0.0008722367101303912, "loss": 1.6934, "theoretical_loss": 3.9879976539029482, "tokens_seen": 450428928 }, { "epoch": 0.14, "learning_rate": 0.0008722166499498496, "loss": 1.7163, "theoretical_loss": 3.9879344883073724, "tokens_seen": 450494464 }, { "epoch": 0.14, "learning_rate": 0.0008721965897693079, "loss": 1.7422, "theoretical_loss": 3.9878713344726973, "tokens_seen": 450560000 }, { "epoch": 0.14, "learning_rate": 0.0008721765295887664, "loss": 1.7008, "theoretical_loss": 3.9878081923950237, "tokens_seen": 450625536 }, { "epoch": 0.14, "learning_rate": 0.0008721564694082247, "loss": 1.6685, "theoretical_loss": 3.9877450620704535, "tokens_seen": 450691072 }, { "epoch": 0.14, "learning_rate": 0.0008721364092276831, "loss": 1.6977, "theoretical_loss": 3.9876819434950903, "tokens_seen": 450756608 }, { "epoch": 0.14, "learning_rate": 0.0008721163490471414, "loss": 1.6814, "theoretical_loss": 3.987618836665039, "tokens_seen": 450822144 }, { "epoch": 0.14, "learning_rate": 0.0008720962888665998, "loss": 1.6058, "theoretical_loss": 3.9875557415764087, "tokens_seen": 450887680 }, { "epoch": 0.14, "learning_rate": 0.0008720762286860582, "loss": 1.6729, "theoretical_loss": 3.987492658225307, "tokens_seen": 450953216 }, { "epoch": 0.14, "learning_rate": 0.0008720561685055166, "loss": 1.6695, "theoretical_loss": 3.987429586607846, "tokens_seen": 451018752 }, { "epoch": 0.14, "learning_rate": 0.0008720361083249749, "loss": 1.5177, "theoretical_loss": 3.9873665267201384, "tokens_seen": 451084288 }, { "epoch": 0.14, "learning_rate": 0.0008720160481444334, "loss": 1.6466, "theoretical_loss": 3.9873034785582995, "tokens_seen": 451149824 }, { "epoch": 0.14, "learning_rate": 0.0008719959879638917, "loss": 1.5169, "theoretical_loss": 3.9872404421184453, "tokens_seen": 451215360 }, { "epoch": 0.14, "learning_rate": 0.0008719759277833501, "loss": 1.6245, "theoretical_loss": 3.987177417396695, "tokens_seen": 451280896 }, { "epoch": 0.14, "learning_rate": 0.0008719558676028084, "loss": 1.6227, "theoretical_loss": 3.9871144043891684, "tokens_seen": 451346432 }, { "epoch": 0.14, "learning_rate": 0.0008719358074222669, "loss": 1.6857, "theoretical_loss": 3.9870514030919884, "tokens_seen": 451411968 }, { "epoch": 0.14, "learning_rate": 0.0008719157472417252, "loss": 1.672, "theoretical_loss": 3.9869884135012787, "tokens_seen": 451477504 }, { "epoch": 0.14, "learning_rate": 0.0008718956870611836, "loss": 1.6045, "theoretical_loss": 3.9869254356131654, "tokens_seen": 451543040 }, { "epoch": 0.14, "learning_rate": 0.0008718756268806419, "loss": 1.6892, "theoretical_loss": 3.9868624694237766, "tokens_seen": 451608576 }, { "epoch": 0.14, "learning_rate": 0.0008718555667001003, "loss": 1.6541, "theoretical_loss": 3.986799514929242, "tokens_seen": 451674112 }, { "epoch": 0.14, "learning_rate": 0.0008718355065195587, "loss": 1.6627, "theoretical_loss": 3.986736572125692, "tokens_seen": 451739648 }, { "epoch": 0.14, "learning_rate": 0.0008718154463390171, "loss": 1.653, "theoretical_loss": 3.9866736410092614, "tokens_seen": 451805184 }, { "epoch": 0.14, "learning_rate": 0.0008717953861584754, "loss": 1.7972, "theoretical_loss": 3.986610721576084, "tokens_seen": 451870720 }, { "epoch": 0.14, "learning_rate": 0.0008717753259779339, "loss": 1.7353, "theoretical_loss": 3.9865478138222974, "tokens_seen": 451936256 }, { "epoch": 0.14, "learning_rate": 0.0008717552657973922, "loss": 1.6426, "theoretical_loss": 3.9864849177440407, "tokens_seen": 452001792 }, { "epoch": 0.14, "learning_rate": 0.0008717352056168506, "loss": 1.6807, "theoretical_loss": 3.9864220333374547, "tokens_seen": 452067328 }, { "epoch": 0.14, "learning_rate": 0.000871715145436309, "loss": 1.6885, "theoretical_loss": 3.9863591605986812, "tokens_seen": 452132864 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49392029643058777, "objective/train/docs_used": 170598, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.682446002960205, "objective/train/original_loss": 1.682446002960205, "objective/train/theoretical_loss": 3.9862962995238647, "objective/train/tokens_used": 472658400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446342259645462, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506356954574585, "objective/train/weighted_lm_loss": 1.7676743268966675, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9862962995238647, "tokens_seen": 452198400 }, { "epoch": 0.14, "learning_rate": 0.0008716950852557673, "loss": 1.7119, "theoretical_loss": 3.9862962995238647, "tokens_seen": 452198400 }, { "epoch": 0.14, "learning_rate": 0.0008716750250752257, "loss": 1.7363, "theoretical_loss": 3.986233450109152, "tokens_seen": 452263936 }, { "epoch": 0.14, "learning_rate": 0.0008716549648946841, "loss": 1.7325, "theoretical_loss": 3.9861706123506906, "tokens_seen": 452329472 }, { "epoch": 0.14, "learning_rate": 0.0008716349047141424, "loss": 1.7326, "theoretical_loss": 3.986107786244631, "tokens_seen": 452395008 }, { "epoch": 0.14, "learning_rate": 0.0008716148445336009, "loss": 1.7056, "theoretical_loss": 3.9860449717871234, "tokens_seen": 452460544 }, { "epoch": 0.14, "learning_rate": 0.0008715947843530591, "loss": 1.6295, "theoretical_loss": 3.985982168974323, "tokens_seen": 452526080 }, { "epoch": 0.14, "learning_rate": 0.0008715747241725176, "loss": 1.6789, "theoretical_loss": 3.985919377802384, "tokens_seen": 452591616 }, { "epoch": 0.14, "learning_rate": 0.000871554663991976, "loss": 1.5917, "theoretical_loss": 3.9858565982674636, "tokens_seen": 452657152 }, { "epoch": 0.14, "learning_rate": 0.0008715346038114343, "loss": 1.7548, "theoretical_loss": 3.9857938303657217, "tokens_seen": 452722688 }, { "epoch": 0.14, "learning_rate": 0.0008715145436308927, "loss": 1.7352, "theoretical_loss": 3.985731074093318, "tokens_seen": 452788224 }, { "epoch": 0.14, "learning_rate": 0.000871494483450351, "loss": 1.6529, "theoretical_loss": 3.985668329446416, "tokens_seen": 452853760 }, { "epoch": 0.14, "learning_rate": 0.0008714744232698094, "loss": 1.7179, "theoretical_loss": 3.9856055964211796, "tokens_seen": 452919296 }, { "epoch": 0.14, "learning_rate": 0.0008714543630892679, "loss": 1.8021, "theoretical_loss": 3.9855428750137754, "tokens_seen": 452984832 }, { "epoch": 0.14, "learning_rate": 0.0008714343029087261, "loss": 1.7151, "theoretical_loss": 3.9854801652203706, "tokens_seen": 453050368 }, { "epoch": 0.14, "learning_rate": 0.0008714142427281846, "loss": 1.672, "theoretical_loss": 3.985417467037137, "tokens_seen": 453115904 }, { "epoch": 0.14, "learning_rate": 0.000871394182547643, "loss": 1.7477, "theoretical_loss": 3.985354780460244, "tokens_seen": 453181440 }, { "epoch": 0.14, "learning_rate": 0.0008713741223671013, "loss": 1.8086, "theoretical_loss": 3.9852921054858665, "tokens_seen": 453246976 }, { "epoch": 0.14, "learning_rate": 0.0008713540621865597, "loss": 1.7011, "theoretical_loss": 3.98522944211018, "tokens_seen": 453312512 }, { "epoch": 0.14, "learning_rate": 0.000871334002006018, "loss": 1.6457, "theoretical_loss": 3.9851667903293615, "tokens_seen": 453378048 }, { "epoch": 0.14, "learning_rate": 0.0008713139418254764, "loss": 1.6447, "theoretical_loss": 3.9851041501395894, "tokens_seen": 453443584 }, { "epoch": 0.14, "learning_rate": 0.0008712938816449349, "loss": 1.6089, "theoretical_loss": 3.9850415215370445, "tokens_seen": 453509120 }, { "epoch": 0.14, "learning_rate": 0.0008712738214643931, "loss": 1.578, "theoretical_loss": 3.9849789045179103, "tokens_seen": 453574656 }, { "epoch": 0.14, "learning_rate": 0.0008712537612838516, "loss": 1.5896, "theoretical_loss": 3.98491629907837, "tokens_seen": 453640192 }, { "epoch": 0.14, "learning_rate": 0.0008712337011033099, "loss": 1.6224, "theoretical_loss": 3.984853705214611, "tokens_seen": 453705728 }, { "epoch": 0.14, "learning_rate": 0.0008712136409227683, "loss": 1.5858, "theoretical_loss": 3.984791122922821, "tokens_seen": 453771264 }, { "epoch": 0.14, "learning_rate": 0.0008711935807422267, "loss": 1.7106, "theoretical_loss": 3.984728552199189, "tokens_seen": 453836800 }, { "epoch": 0.14, "learning_rate": 0.0008711735205616851, "loss": 1.6795, "theoretical_loss": 3.984665993039907, "tokens_seen": 453902336 }, { "epoch": 0.14, "learning_rate": 0.0008711534603811434, "loss": 1.6176, "theoretical_loss": 3.984603445441169, "tokens_seen": 453967872 }, { "epoch": 0.14, "learning_rate": 0.0008711334002006018, "loss": 1.6872, "theoretical_loss": 3.98454090939917, "tokens_seen": 454033408 }, { "epoch": 0.14, "learning_rate": 0.0008711133400200601, "loss": 1.6369, "theoretical_loss": 3.9844783849101075, "tokens_seen": 454098944 }, { "epoch": 0.14, "learning_rate": 0.0008710932798395186, "loss": 1.6765, "theoretical_loss": 3.984415871970179, "tokens_seen": 454164480 }, { "epoch": 0.14, "learning_rate": 0.0008710732196589769, "loss": 1.6515, "theoretical_loss": 3.984353370575586, "tokens_seen": 454230016 }, { "epoch": 0.14, "learning_rate": 0.0008710531594784353, "loss": 1.7684, "theoretical_loss": 3.984290880722531, "tokens_seen": 454295552 }, { "epoch": 0.14, "learning_rate": 0.0008710330992978937, "loss": 1.6004, "theoretical_loss": 3.9842284024072177, "tokens_seen": 454361088 }, { "epoch": 0.14, "learning_rate": 0.0008710130391173521, "loss": 1.659, "theoretical_loss": 3.9841659356258523, "tokens_seen": 454426624 }, { "epoch": 0.14, "learning_rate": 0.0008709929789368104, "loss": 1.621, "theoretical_loss": 3.984103480374644, "tokens_seen": 454492160 }, { "epoch": 0.14, "learning_rate": 0.0008709729187562688, "loss": 1.6278, "theoretical_loss": 3.9840410366498, "tokens_seen": 454557696 }, { "epoch": 0.14, "learning_rate": 0.0008709528585757271, "loss": 1.8119, "theoretical_loss": 3.9839786044475334, "tokens_seen": 454623232 }, { "epoch": 0.14, "learning_rate": 0.0008709327983951856, "loss": 1.6085, "theoretical_loss": 3.983916183764057, "tokens_seen": 454688768 }, { "epoch": 0.14, "learning_rate": 0.0008709127382146439, "loss": 1.6838, "theoretical_loss": 3.9838537745955858, "tokens_seen": 454754304 }, { "epoch": 0.14, "learning_rate": 0.0008708926780341023, "loss": 1.6876, "theoretical_loss": 3.983791376938336, "tokens_seen": 454819840 }, { "epoch": 0.14, "learning_rate": 0.0008708726178535606, "loss": 1.5865, "theoretical_loss": 3.9837289907885274, "tokens_seen": 454885376 }, { "epoch": 0.14, "learning_rate": 0.0008708525576730191, "loss": 1.6709, "theoretical_loss": 3.9836666161423793, "tokens_seen": 454950912 }, { "epoch": 0.14, "learning_rate": 0.0008708324974924775, "loss": 1.616, "theoretical_loss": 3.9836042529961135, "tokens_seen": 455016448 }, { "epoch": 0.14, "learning_rate": 0.0008708124373119358, "loss": 1.6237, "theoretical_loss": 3.983541901345955, "tokens_seen": 455081984 }, { "epoch": 0.14, "learning_rate": 0.0008707923771313943, "loss": 1.7014, "theoretical_loss": 3.9834795611881297, "tokens_seen": 455147520 }, { "epoch": 0.14, "learning_rate": 0.0008707723169508526, "loss": 1.7364, "theoretical_loss": 3.983417232518864, "tokens_seen": 455213056 }, { "epoch": 0.14, "learning_rate": 0.000870752256770311, "loss": 1.6464, "theoretical_loss": 3.9833549153343872, "tokens_seen": 455278592 }, { "epoch": 0.14, "learning_rate": 0.0008707321965897693, "loss": 1.7088, "theoretical_loss": 3.983292609630931, "tokens_seen": 455344128 }, { "epoch": 0.14, "learning_rate": 0.0008707121364092277, "loss": 1.681, "theoretical_loss": 3.983230315404728, "tokens_seen": 455409664 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.48992982506752014, "objective/train/docs_used": 171735, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6366153955459595, "objective/train/original_loss": 1.63661527633667, "objective/train/theoretical_loss": 3.983168032652013, "objective/train/tokens_used": 475935200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2419193685054779, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502227544784546, "objective/train/weighted_lm_loss": 1.718919277191162, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.983168032652013, "tokens_seen": 455475200 }, { "epoch": 0.14, "learning_rate": 0.0008706920762286861, "loss": 1.7645, "theoretical_loss": 3.983168032652013, "tokens_seen": 455475200 }, { "epoch": 0.14, "learning_rate": 0.0008706720160481445, "loss": 1.6411, "theoretical_loss": 3.983105761369022, "tokens_seen": 455540736 }, { "epoch": 0.14, "learning_rate": 0.0008706519558676028, "loss": 1.7468, "theoretical_loss": 3.9830435015519936, "tokens_seen": 455606272 }, { "epoch": 0.14, "learning_rate": 0.0008706318956870613, "loss": 1.6752, "theoretical_loss": 3.9829812531971673, "tokens_seen": 455671808 }, { "epoch": 0.14, "learning_rate": 0.0008706118355065195, "loss": 1.6877, "theoretical_loss": 3.9829190163007846, "tokens_seen": 455737344 }, { "epoch": 0.14, "learning_rate": 0.000870591775325978, "loss": 1.6541, "theoretical_loss": 3.98285679085909, "tokens_seen": 455802880 }, { "epoch": 0.14, "learning_rate": 0.0008705717151454364, "loss": 1.709, "theoretical_loss": 3.982794576868328, "tokens_seen": 455868416 }, { "epoch": 0.14, "learning_rate": 0.0008705516549648947, "loss": 1.6451, "theoretical_loss": 3.9827323743247454, "tokens_seen": 455933952 }, { "epoch": 0.14, "learning_rate": 0.0008705315947843531, "loss": 1.7059, "theoretical_loss": 3.9826701832245917, "tokens_seen": 455999488 }, { "epoch": 0.14, "learning_rate": 0.0008705115346038114, "loss": 1.6, "theoretical_loss": 3.982608003564117, "tokens_seen": 456065024 }, { "epoch": 0.14, "learning_rate": 0.0008704914744232698, "loss": 1.6583, "theoretical_loss": 3.982545835339573, "tokens_seen": 456130560 }, { "epoch": 0.14, "learning_rate": 0.0008704714142427283, "loss": 1.6567, "theoretical_loss": 3.982483678547215, "tokens_seen": 456196096 }, { "epoch": 0.14, "learning_rate": 0.0008704513540621865, "loss": 1.6338, "theoretical_loss": 3.982421533183299, "tokens_seen": 456261632 }, { "epoch": 0.14, "learning_rate": 0.000870431293881645, "loss": 1.7144, "theoretical_loss": 3.982359399244081, "tokens_seen": 456327168 }, { "epoch": 0.14, "learning_rate": 0.0008704112337011034, "loss": 1.6345, "theoretical_loss": 3.982297276725822, "tokens_seen": 456392704 }, { "epoch": 0.14, "learning_rate": 0.0008703911735205617, "loss": 1.6444, "theoretical_loss": 3.9822351656247816, "tokens_seen": 456458240 }, { "epoch": 0.14, "learning_rate": 0.0008703711133400201, "loss": 1.5523, "theoretical_loss": 3.982173065937225, "tokens_seen": 456523776 }, { "epoch": 0.14, "learning_rate": 0.0008703510531594784, "loss": 1.7206, "theoretical_loss": 3.9821109776594144, "tokens_seen": 456589312 }, { "epoch": 0.14, "learning_rate": 0.0008703309929789368, "loss": 1.6512, "theoretical_loss": 3.9820489007876176, "tokens_seen": 456654848 }, { "epoch": 0.14, "learning_rate": 0.0008703109327983953, "loss": 1.5267, "theoretical_loss": 3.9819868353181027, "tokens_seen": 456720384 }, { "epoch": 0.14, "learning_rate": 0.0008702908726178535, "loss": 1.6197, "theoretical_loss": 3.981924781247139, "tokens_seen": 456785920 }, { "epoch": 0.14, "learning_rate": 0.000870270812437312, "loss": 1.5956, "theoretical_loss": 3.9818627385709986, "tokens_seen": 456851456 }, { "epoch": 0.14, "learning_rate": 0.0008702507522567703, "loss": 1.5874, "theoretical_loss": 3.981800707285955, "tokens_seen": 456916992 }, { "epoch": 0.14, "learning_rate": 0.0008702306920762287, "loss": 1.6294, "theoretical_loss": 3.9817386873882836, "tokens_seen": 456982528 }, { "epoch": 0.14, "learning_rate": 0.0008702106318956871, "loss": 1.7186, "theoretical_loss": 3.981676678874261, "tokens_seen": 457048064 }, { "epoch": 0.14, "learning_rate": 0.0008701905717151455, "loss": 1.6111, "theoretical_loss": 3.981614681740166, "tokens_seen": 457113600 }, { "epoch": 0.14, "learning_rate": 0.0008701705115346038, "loss": 1.721, "theoretical_loss": 3.9815526959822787, "tokens_seen": 457179136 }, { "epoch": 0.14, "learning_rate": 0.0008701504513540622, "loss": 1.7458, "theoretical_loss": 3.9814907215968818, "tokens_seen": 457244672 }, { "epoch": 0.14, "learning_rate": 0.0008701303911735205, "loss": 1.6473, "theoretical_loss": 3.9814287585802592, "tokens_seen": 457310208 }, { "epoch": 0.14, "learning_rate": 0.000870110330992979, "loss": 1.6326, "theoretical_loss": 3.9813668069286967, "tokens_seen": 457375744 }, { "epoch": 0.14, "learning_rate": 0.0008700902708124373, "loss": 1.4838, "theoretical_loss": 3.981304866638481, "tokens_seen": 457441280 }, { "epoch": 0.14, "learning_rate": 0.0008700702106318957, "loss": 1.718, "theoretical_loss": 3.981242937705902, "tokens_seen": 457506816 }, { "epoch": 0.14, "learning_rate": 0.0008700501504513541, "loss": 1.7773, "theoretical_loss": 3.9811810201272513, "tokens_seen": 457572352 }, { "epoch": 0.14, "learning_rate": 0.0008700300902708125, "loss": 1.6464, "theoretical_loss": 3.98111911389882, "tokens_seen": 457637888 }, { "epoch": 0.14, "learning_rate": 0.0008700100300902708, "loss": 1.6777, "theoretical_loss": 3.9810572190169027, "tokens_seen": 457703424 }, { "epoch": 0.14, "learning_rate": 0.0008699899699097292, "loss": 1.6622, "theoretical_loss": 3.9809953354777967, "tokens_seen": 457768960 }, { "epoch": 0.14, "learning_rate": 0.0008699699097291875, "loss": 1.7199, "theoretical_loss": 3.9809334632777986, "tokens_seen": 457834496 }, { "epoch": 0.14, "learning_rate": 0.000869949849548646, "loss": 1.7178, "theoretical_loss": 3.9808716024132096, "tokens_seen": 457900032 }, { "epoch": 0.14, "learning_rate": 0.0008699297893681043, "loss": 1.6575, "theoretical_loss": 3.9808097528803295, "tokens_seen": 457965568 }, { "epoch": 0.14, "learning_rate": 0.0008699097291875627, "loss": 1.6969, "theoretical_loss": 3.9807479146754625, "tokens_seen": 458031104 }, { "epoch": 0.14, "learning_rate": 0.000869889669007021, "loss": 1.5759, "theoretical_loss": 3.9806860877949126, "tokens_seen": 458096640 }, { "epoch": 0.14, "learning_rate": 0.0008698696088264795, "loss": 1.6771, "theoretical_loss": 3.9806242722349867, "tokens_seen": 458162176 }, { "epoch": 0.14, "learning_rate": 0.0008698495486459378, "loss": 1.7865, "theoretical_loss": 3.9805624679919935, "tokens_seen": 458227712 }, { "epoch": 0.14, "learning_rate": 0.0008698294884653962, "loss": 1.8104, "theoretical_loss": 3.9805006750622427, "tokens_seen": 458293248 }, { "epoch": 0.14, "learning_rate": 0.0008698094282848546, "loss": 1.695, "theoretical_loss": 3.980438893442046, "tokens_seen": 458358784 }, { "epoch": 0.14, "learning_rate": 0.000869789368104313, "loss": 1.7279, "theoretical_loss": 3.9803771231277167, "tokens_seen": 458424320 }, { "epoch": 0.14, "learning_rate": 0.0008697693079237713, "loss": 1.6565, "theoretical_loss": 3.98031536411557, "tokens_seen": 458489856 }, { "epoch": 0.14, "learning_rate": 0.0008697492477432297, "loss": 1.6428, "theoretical_loss": 3.9802536164019235, "tokens_seen": 458555392 }, { "epoch": 0.14, "learning_rate": 0.000869729187562688, "loss": 1.6321, "theoretical_loss": 3.9801918799830958, "tokens_seen": 458620928 }, { "epoch": 0.14, "learning_rate": 0.0008697091273821465, "loss": 1.7232, "theoretical_loss": 3.9801301548554067, "tokens_seen": 458686464 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49433034658432007, "objective/train/docs_used": 173009, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5577558279037476, "objective/train/original_loss": 1.557755708694458, "objective/train/theoretical_loss": 3.9800684410151783, "objective/train/tokens_used": 479212000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2445380836725235, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506762266159058, "objective/train/weighted_lm_loss": 1.6367053985595703, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9800684410151783, "tokens_seen": 458752000 }, { "epoch": 0.14, "learning_rate": 0.0008696890672016048, "loss": 1.6053, "theoretical_loss": 3.9800684410151783, "tokens_seen": 458752000 }, { "epoch": 0.14, "learning_rate": 0.0008696690070210632, "loss": 1.7288, "theoretical_loss": 3.9800067384587354, "tokens_seen": 458817536 }, { "epoch": 0.14, "learning_rate": 0.0008696489468405216, "loss": 1.5646, "theoretical_loss": 3.9799450471824023, "tokens_seen": 458883072 }, { "epoch": 0.14, "learning_rate": 0.0008696288866599799, "loss": 1.5993, "theoretical_loss": 3.9798833671825076, "tokens_seen": 458948608 }, { "epoch": 0.14, "learning_rate": 0.0008696088264794383, "loss": 1.5431, "theoretical_loss": 3.979821698455379, "tokens_seen": 459014144 }, { "epoch": 0.14, "learning_rate": 0.0008695887662988968, "loss": 1.6967, "theoretical_loss": 3.9797600409973484, "tokens_seen": 459079680 }, { "epoch": 0.14, "learning_rate": 0.000869568706118355, "loss": 1.7241, "theoretical_loss": 3.979698394804747, "tokens_seen": 459145216 }, { "epoch": 0.14, "learning_rate": 0.0008695486459378135, "loss": 1.6775, "theoretical_loss": 3.9796367598739106, "tokens_seen": 459210752 }, { "epoch": 0.14, "learning_rate": 0.0008695285857572717, "loss": 1.6272, "theoretical_loss": 3.9795751362011735, "tokens_seen": 459276288 }, { "epoch": 0.14, "learning_rate": 0.0008695085255767302, "loss": 1.6908, "theoretical_loss": 3.9795135237828747, "tokens_seen": 459341824 }, { "epoch": 0.14, "learning_rate": 0.0008694884653961886, "loss": 1.6438, "theoretical_loss": 3.979451922615352, "tokens_seen": 459407360 }, { "epoch": 0.14, "learning_rate": 0.0008694684052156469, "loss": 1.7366, "theoretical_loss": 3.9793903326949476, "tokens_seen": 459472896 }, { "epoch": 0.14, "learning_rate": 0.0008694483450351053, "loss": 1.5684, "theoretical_loss": 3.979328754018004, "tokens_seen": 459538432 }, { "epoch": 0.14, "learning_rate": 0.0008694282848545638, "loss": 1.6673, "theoretical_loss": 3.9792671865808646, "tokens_seen": 459603968 }, { "epoch": 0.14, "learning_rate": 0.000869408224674022, "loss": 1.609, "theoretical_loss": 3.9792056303798775, "tokens_seen": 459669504 }, { "epoch": 0.14, "learning_rate": 0.0008693881644934805, "loss": 1.6739, "theoretical_loss": 3.9791440854113893, "tokens_seen": 459735040 }, { "epoch": 0.14, "learning_rate": 0.0008693681043129388, "loss": 1.7139, "theoretical_loss": 3.979082551671749, "tokens_seen": 459800576 }, { "epoch": 0.14, "learning_rate": 0.0008693480441323972, "loss": 1.7229, "theoretical_loss": 3.97902102915731, "tokens_seen": 459866112 }, { "epoch": 0.14, "learning_rate": 0.0008693279839518557, "loss": 1.6994, "theoretical_loss": 3.9789595178644226, "tokens_seen": 459931648 }, { "epoch": 0.14, "learning_rate": 0.0008693079237713139, "loss": 1.7112, "theoretical_loss": 3.9788980177894433, "tokens_seen": 459997184 }, { "epoch": 0.14, "learning_rate": 0.0008692878635907724, "loss": 1.7255, "theoretical_loss": 3.9788365289287286, "tokens_seen": 460062720 }, { "epoch": 0.14, "learning_rate": 0.0008692678034102307, "loss": 1.6869, "theoretical_loss": 3.9787750512786353, "tokens_seen": 460128256 }, { "epoch": 0.14, "learning_rate": 0.0008692477432296891, "loss": 1.6763, "theoretical_loss": 3.978713584835524, "tokens_seen": 460193792 }, { "epoch": 0.14, "learning_rate": 0.0008692276830491475, "loss": 1.7387, "theoretical_loss": 3.9786521295957558, "tokens_seen": 460259328 }, { "epoch": 0.14, "learning_rate": 0.0008692076228686059, "loss": 1.7619, "theoretical_loss": 3.9785906855556945, "tokens_seen": 460324864 }, { "epoch": 0.14, "learning_rate": 0.0008691875626880642, "loss": 1.6247, "theoretical_loss": 3.978529252711705, "tokens_seen": 460390400 }, { "epoch": 0.14, "learning_rate": 0.0008691675025075226, "loss": 1.6519, "theoretical_loss": 3.9784678310601533, "tokens_seen": 460455936 }, { "epoch": 0.14, "learning_rate": 0.0008691474423269809, "loss": 1.6962, "theoretical_loss": 3.9784064205974077, "tokens_seen": 460521472 }, { "epoch": 0.14, "learning_rate": 0.0008691273821464394, "loss": 1.6269, "theoretical_loss": 3.9783450213198384, "tokens_seen": 460587008 }, { "epoch": 0.14, "learning_rate": 0.0008691073219658977, "loss": 1.5943, "theoretical_loss": 3.978283633223817, "tokens_seen": 460652544 }, { "epoch": 0.14, "learning_rate": 0.0008690872617853561, "loss": 1.64, "theoretical_loss": 3.9782222563057177, "tokens_seen": 460718080 }, { "epoch": 0.14, "learning_rate": 0.0008690672016048145, "loss": 1.673, "theoretical_loss": 3.978160890561914, "tokens_seen": 460783616 }, { "epoch": 0.14, "learning_rate": 0.0008690471414242729, "loss": 1.6254, "theoretical_loss": 3.9780995359887843, "tokens_seen": 460849152 }, { "epoch": 0.14, "learning_rate": 0.0008690270812437312, "loss": 1.6223, "theoretical_loss": 3.978038192582706, "tokens_seen": 460914688 }, { "epoch": 0.14, "learning_rate": 0.0008690070210631896, "loss": 1.7393, "theoretical_loss": 3.9779768603400587, "tokens_seen": 460980224 }, { "epoch": 0.14, "learning_rate": 0.000868986960882648, "loss": 1.6811, "theoretical_loss": 3.977915539257226, "tokens_seen": 461045760 }, { "epoch": 0.14, "learning_rate": 0.0008689669007021064, "loss": 1.7563, "theoretical_loss": 3.9778542293305894, "tokens_seen": 461111296 }, { "epoch": 0.14, "learning_rate": 0.0008689468405215647, "loss": 1.8148, "theoretical_loss": 3.977792930556536, "tokens_seen": 461176832 }, { "epoch": 0.14, "learning_rate": 0.0008689267803410231, "loss": 1.5884, "theoretical_loss": 3.9777316429314507, "tokens_seen": 461242368 }, { "epoch": 0.14, "learning_rate": 0.0008689067201604814, "loss": 1.6516, "theoretical_loss": 3.9776703664517234, "tokens_seen": 461307904 }, { "epoch": 0.14, "learning_rate": 0.0008688866599799399, "loss": 1.7036, "theoretical_loss": 3.977609101113744, "tokens_seen": 461373440 }, { "epoch": 0.14, "learning_rate": 0.0008688665997993982, "loss": 1.6015, "theoretical_loss": 3.9775478469139047, "tokens_seen": 461438976 }, { "epoch": 0.14, "learning_rate": 0.0008688465396188566, "loss": 1.5942, "theoretical_loss": 3.9774866038485985, "tokens_seen": 461504512 }, { "epoch": 0.14, "learning_rate": 0.000868826479438315, "loss": 1.6146, "theoretical_loss": 3.9774253719142214, "tokens_seen": 461570048 }, { "epoch": 0.14, "learning_rate": 0.0008688064192577734, "loss": 1.517, "theoretical_loss": 3.97736415110717, "tokens_seen": 461635584 }, { "epoch": 0.14, "learning_rate": 0.0008687863590772317, "loss": 1.8449, "theoretical_loss": 3.9773029414238428, "tokens_seen": 461701120 }, { "epoch": 0.14, "learning_rate": 0.0008687662988966902, "loss": 1.7828, "theoretical_loss": 3.97724174286064, "tokens_seen": 461766656 }, { "epoch": 0.14, "learning_rate": 0.0008687462387161484, "loss": 1.698, "theoretical_loss": 3.977180555413964, "tokens_seen": 461832192 }, { "epoch": 0.14, "learning_rate": 0.0008687261785356069, "loss": 1.7773, "theoretical_loss": 3.977119379080218, "tokens_seen": 461897728 }, { "epoch": 0.14, "learning_rate": 0.0008687061183550652, "loss": 1.6191, "theoretical_loss": 3.9770582138558077, "tokens_seen": 461963264 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.4929687976837158, "objective/train/docs_used": 174193, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7287741899490356, "objective/train/original_loss": 1.728774070739746, "objective/train/theoretical_loss": 3.9769970597371405, "objective/train/tokens_used": 482488800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2434602826833725, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505346059799194, "objective/train/weighted_lm_loss": 1.8161708116531372, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.9769970597371405, "tokens_seen": 462028800 }, { "epoch": 0.14, "learning_rate": 0.0008686860581745236, "loss": 1.7777, "theoretical_loss": 3.9769970597371405, "tokens_seen": 462028800 }, { "epoch": 0.14, "learning_rate": 0.000868665997993982, "loss": 1.7605, "theoretical_loss": 3.976935916720624, "tokens_seen": 462094336 }, { "epoch": 0.14, "learning_rate": 0.0008686459378134403, "loss": 1.808, "theoretical_loss": 3.9768747848026695, "tokens_seen": 462159872 }, { "epoch": 0.14, "learning_rate": 0.0008686258776328987, "loss": 1.5267, "theoretical_loss": 3.976813663979689, "tokens_seen": 462225408 }, { "epoch": 0.14, "learning_rate": 0.0008686058174523572, "loss": 1.6349, "theoretical_loss": 3.976752554248095, "tokens_seen": 462290944 }, { "epoch": 0.14, "learning_rate": 0.0008685857572718154, "loss": 1.6544, "theoretical_loss": 3.9766914556043043, "tokens_seen": 462356480 }, { "epoch": 0.14, "learning_rate": 0.0008685656970912739, "loss": 1.7583, "theoretical_loss": 3.9766303680447335, "tokens_seen": 462422016 }, { "epoch": 0.14, "learning_rate": 0.0008685456369107321, "loss": 1.6585, "theoretical_loss": 3.976569291565801, "tokens_seen": 462487552 }, { "epoch": 0.14, "learning_rate": 0.0008685255767301906, "loss": 1.6723, "theoretical_loss": 3.9765082261639275, "tokens_seen": 462553088 }, { "epoch": 0.14, "learning_rate": 0.000868505516549649, "loss": 1.6631, "theoretical_loss": 3.976447171835534, "tokens_seen": 462618624 }, { "epoch": 0.14, "learning_rate": 0.0008684854563691073, "loss": 1.5455, "theoretical_loss": 3.9763861285770457, "tokens_seen": 462684160 }, { "epoch": 0.14, "learning_rate": 0.0008684653961885657, "loss": 1.6465, "theoretical_loss": 3.9763250963848873, "tokens_seen": 462749696 }, { "epoch": 0.14, "learning_rate": 0.0008684453360080242, "loss": 1.6204, "theoretical_loss": 3.976264075255485, "tokens_seen": 462815232 }, { "epoch": 0.14, "learning_rate": 0.0008684252758274824, "loss": 1.6969, "theoretical_loss": 3.9762030651852687, "tokens_seen": 462880768 }, { "epoch": 0.14, "learning_rate": 0.0008684052156469409, "loss": 1.8199, "theoretical_loss": 3.9761420661706683, "tokens_seen": 462946304 }, { "epoch": 0.14, "learning_rate": 0.0008683851554663991, "loss": 1.6761, "theoretical_loss": 3.976081078208116, "tokens_seen": 463011840 }, { "epoch": 0.14, "learning_rate": 0.0008683650952858576, "loss": 1.6621, "theoretical_loss": 3.976020101294045, "tokens_seen": 463077376 }, { "epoch": 0.14, "learning_rate": 0.000868345035105316, "loss": 1.6585, "theoretical_loss": 3.97595913542489, "tokens_seen": 463142912 }, { "epoch": 0.14, "learning_rate": 0.0008683249749247743, "loss": 1.5819, "theoretical_loss": 3.975898180597089, "tokens_seen": 463208448 }, { "epoch": 0.14, "learning_rate": 0.0008683049147442327, "loss": 1.5759, "theoretical_loss": 3.97583723680708, "tokens_seen": 463273984 }, { "epoch": 0.14, "learning_rate": 0.0008682848545636911, "loss": 1.6291, "theoretical_loss": 3.975776304051304, "tokens_seen": 463339520 }, { "epoch": 0.14, "learning_rate": 0.0008682647943831494, "loss": 1.774, "theoretical_loss": 3.975715382326203, "tokens_seen": 463405056 }, { "epoch": 0.14, "learning_rate": 0.0008682447342026079, "loss": 1.7556, "theoretical_loss": 3.9756544716282187, "tokens_seen": 463470592 }, { "epoch": 0.14, "learning_rate": 0.0008682246740220661, "loss": 1.5184, "theoretical_loss": 3.975593571953798, "tokens_seen": 463536128 }, { "epoch": 0.14, "learning_rate": 0.0008682046138415246, "loss": 1.6399, "theoretical_loss": 3.975532683299387, "tokens_seen": 463601664 }, { "epoch": 0.14, "learning_rate": 0.0008681845536609829, "loss": 1.6015, "theoretical_loss": 3.975471805661435, "tokens_seen": 463667200 }, { "epoch": 0.14, "learning_rate": 0.0008681644934804413, "loss": 1.7948, "theoretical_loss": 3.975410939036392, "tokens_seen": 463732736 }, { "epoch": 0.14, "learning_rate": 0.0008681444332998997, "loss": 1.6474, "theoretical_loss": 3.9753500834207083, "tokens_seen": 463798272 }, { "epoch": 0.14, "learning_rate": 0.0008681243731193581, "loss": 1.6236, "theoretical_loss": 3.975289238810839, "tokens_seen": 463863808 }, { "epoch": 0.14, "learning_rate": 0.0008681043129388164, "loss": 1.7626, "theoretical_loss": 3.975228405203239, "tokens_seen": 463929344 }, { "epoch": 0.14, "learning_rate": 0.0008680842527582749, "loss": 1.6521, "theoretical_loss": 3.9751675825943638, "tokens_seen": 463994880 }, { "epoch": 0.14, "learning_rate": 0.0008680641925777332, "loss": 1.8156, "theoretical_loss": 3.9751067709806733, "tokens_seen": 464060416 }, { "epoch": 0.14, "learning_rate": 0.0008680441323971916, "loss": 1.8843, "theoretical_loss": 3.975045970358626, "tokens_seen": 464125952 }, { "epoch": 0.14, "learning_rate": 0.0008680240722166499, "loss": 1.7733, "theoretical_loss": 3.974985180724685, "tokens_seen": 464191488 }, { "epoch": 0.14, "learning_rate": 0.0008680040120361083, "loss": 1.5756, "theoretical_loss": 3.974924402075313, "tokens_seen": 464257024 }, { "epoch": 0.14, "learning_rate": 0.0008679839518555667, "loss": 1.6463, "theoretical_loss": 3.9748636344069745, "tokens_seen": 464322560 }, { "epoch": 0.14, "learning_rate": 0.0008679638916750251, "loss": 1.8061, "theoretical_loss": 3.9748028777161366, "tokens_seen": 464388096 }, { "epoch": 0.14, "learning_rate": 0.0008679438314944834, "loss": 1.6805, "theoretical_loss": 3.9747421319992666, "tokens_seen": 464453632 }, { "epoch": 0.14, "learning_rate": 0.0008679237713139418, "loss": 1.6201, "theoretical_loss": 3.9746813972528354, "tokens_seen": 464519168 }, { "epoch": 0.14, "learning_rate": 0.0008679037111334002, "loss": 1.6282, "theoretical_loss": 3.9746206734733143, "tokens_seen": 464584704 }, { "epoch": 0.14, "learning_rate": 0.0008678836509528586, "loss": 1.6675, "theoretical_loss": 3.974559960657176, "tokens_seen": 464650240 }, { "epoch": 0.14, "learning_rate": 0.000867863590772317, "loss": 1.7889, "theoretical_loss": 3.974499258800895, "tokens_seen": 464715776 }, { "epoch": 0.14, "learning_rate": 0.0008678435305917754, "loss": 1.7932, "theoretical_loss": 3.9744385679009486, "tokens_seen": 464781312 }, { "epoch": 0.14, "learning_rate": 0.0008678234704112338, "loss": 1.5776, "theoretical_loss": 3.974377887953813, "tokens_seen": 464846848 }, { "epoch": 0.14, "learning_rate": 0.0008678034102306921, "loss": 1.6429, "theoretical_loss": 3.97431721895597, "tokens_seen": 464912384 }, { "epoch": 0.14, "learning_rate": 0.0008677833500501506, "loss": 1.7277, "theoretical_loss": 3.9742565609039, "tokens_seen": 464977920 }, { "epoch": 0.14, "learning_rate": 0.0008677632898696088, "loss": 1.5898, "theoretical_loss": 3.9741959137940848, "tokens_seen": 465043456 }, { "epoch": 0.14, "learning_rate": 0.0008677432296890673, "loss": 1.5901, "theoretical_loss": 3.9741352776230103, "tokens_seen": 465108992 }, { "epoch": 0.14, "learning_rate": 0.0008677231695085256, "loss": 1.6582, "theoretical_loss": 3.9740746523871615, "tokens_seen": 465174528 }, { "epoch": 0.14, "learning_rate": 0.000867703109327984, "loss": 1.6925, "theoretical_loss": 3.974014038083027, "tokens_seen": 465240064 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49394601583480835, "objective/train/docs_used": 175471, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3470487594604492, "objective/train/original_loss": 1.3470487594604492, "objective/train/theoretical_loss": 3.973953434707096, "objective/train/tokens_used": 485765600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2442466765642166, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506362915039062, "objective/train/weighted_lm_loss": 1.415244221687317, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.973953434707096, "tokens_seen": 465305600 }, { "epoch": 0.14, "learning_rate": 0.0008676830491474424, "loss": 1.5362, "theoretical_loss": 3.973953434707096, "tokens_seen": 465305600 }, { "epoch": 0.14, "learning_rate": 0.0008676629889669007, "loss": 1.6045, "theoretical_loss": 3.973892842255859, "tokens_seen": 465371136 }, { "epoch": 0.14, "learning_rate": 0.0008676429287863591, "loss": 1.6473, "theoretical_loss": 3.9738322607258088, "tokens_seen": 465436672 }, { "epoch": 0.14, "learning_rate": 0.0008676228686058176, "loss": 1.7065, "theoretical_loss": 3.97377169011344, "tokens_seen": 465502208 }, { "epoch": 0.14, "learning_rate": 0.0008676028084252758, "loss": 1.6219, "theoretical_loss": 3.973711130415248, "tokens_seen": 465567744 }, { "epoch": 0.14, "learning_rate": 0.0008675827482447343, "loss": 1.6834, "theoretical_loss": 3.9736505816277305, "tokens_seen": 465633280 }, { "epoch": 0.14, "learning_rate": 0.0008675626880641925, "loss": 1.5651, "theoretical_loss": 3.973590043747387, "tokens_seen": 465698816 }, { "epoch": 0.14, "learning_rate": 0.000867542627883651, "loss": 1.7065, "theoretical_loss": 3.9735295167707165, "tokens_seen": 465764352 }, { "epoch": 0.14, "learning_rate": 0.0008675225677031094, "loss": 1.7577, "theoretical_loss": 3.973469000694223, "tokens_seen": 465829888 }, { "epoch": 0.14, "learning_rate": 0.0008675025075225677, "loss": 1.6708, "theoretical_loss": 3.9734084955144104, "tokens_seen": 465895424 }, { "epoch": 0.14, "learning_rate": 0.0008674824473420261, "loss": 1.6733, "theoretical_loss": 3.9733480012277833, "tokens_seen": 465960960 }, { "epoch": 0.14, "learning_rate": 0.0008674623871614846, "loss": 1.5407, "theoretical_loss": 3.9732875178308493, "tokens_seen": 466026496 }, { "epoch": 0.14, "learning_rate": 0.0008674423269809428, "loss": 1.6824, "theoretical_loss": 3.973227045320117, "tokens_seen": 466092032 }, { "epoch": 0.14, "learning_rate": 0.0008674222668004013, "loss": 1.4976, "theoretical_loss": 3.9731665836920973, "tokens_seen": 466157568 }, { "epoch": 0.14, "learning_rate": 0.0008674022066198595, "loss": 1.6535, "theoretical_loss": 3.9731061329433013, "tokens_seen": 466223104 }, { "epoch": 0.14, "learning_rate": 0.000867382146439318, "loss": 1.8235, "theoretical_loss": 3.9730456930702434, "tokens_seen": 466288640 }, { "epoch": 0.14, "learning_rate": 0.0008673620862587764, "loss": 1.7147, "theoretical_loss": 3.9729852640694383, "tokens_seen": 466354176 }, { "epoch": 0.14, "learning_rate": 0.0008673420260782347, "loss": 1.736, "theoretical_loss": 3.9729248459374027, "tokens_seen": 466419712 }, { "epoch": 0.14, "learning_rate": 0.0008673219658976931, "loss": 1.6526, "theoretical_loss": 3.9728644386706553, "tokens_seen": 466485248 }, { "epoch": 0.14, "learning_rate": 0.0008673019057171515, "loss": 1.6138, "theoretical_loss": 3.9728040422657163, "tokens_seen": 466550784 }, { "epoch": 0.14, "learning_rate": 0.0008672818455366098, "loss": 1.7119, "theoretical_loss": 3.972743656719107, "tokens_seen": 466616320 }, { "epoch": 0.14, "learning_rate": 0.0008672617853560683, "loss": 1.5707, "theoretical_loss": 3.97268328202735, "tokens_seen": 466681856 }, { "epoch": 0.14, "learning_rate": 0.0008672417251755265, "loss": 1.5306, "theoretical_loss": 3.972622918186971, "tokens_seen": 466747392 }, { "epoch": 0.14, "learning_rate": 0.000867221664994985, "loss": 1.6185, "theoretical_loss": 3.9725625651944965, "tokens_seen": 466812928 }, { "epoch": 0.14, "learning_rate": 0.0008672016048144433, "loss": 1.6831, "theoretical_loss": 3.9725022230464537, "tokens_seen": 466878464 }, { "epoch": 0.14, "learning_rate": 0.0008671815446339017, "loss": 1.7115, "theoretical_loss": 3.972441891739373, "tokens_seen": 466944000 }, { "epoch": 0.14, "learning_rate": 0.0008671614844533601, "loss": 1.6376, "theoretical_loss": 3.9723815712697848, "tokens_seen": 467009536 }, { "epoch": 0.14, "learning_rate": 0.0008671414242728185, "loss": 1.5643, "theoretical_loss": 3.9723212616342227, "tokens_seen": 467075072 }, { "epoch": 0.14, "learning_rate": 0.0008671213640922768, "loss": 1.7625, "theoretical_loss": 3.9722609628292207, "tokens_seen": 467140608 }, { "epoch": 0.14, "learning_rate": 0.0008671013039117353, "loss": 1.6438, "theoretical_loss": 3.9722006748513143, "tokens_seen": 467206144 }, { "epoch": 0.14, "learning_rate": 0.0008670812437311936, "loss": 1.6106, "theoretical_loss": 3.9721403976970424, "tokens_seen": 467271680 }, { "epoch": 0.14, "learning_rate": 0.000867061183550652, "loss": 1.6831, "theoretical_loss": 3.972080131362943, "tokens_seen": 467337216 }, { "epoch": 0.14, "learning_rate": 0.0008670411233701103, "loss": 1.6706, "theoretical_loss": 3.9720198758455574, "tokens_seen": 467402752 }, { "epoch": 0.14, "learning_rate": 0.0008670210631895687, "loss": 1.6925, "theoretical_loss": 3.971959631141428, "tokens_seen": 467468288 }, { "epoch": 0.14, "learning_rate": 0.0008670010030090271, "loss": 1.6552, "theoretical_loss": 3.971899397247099, "tokens_seen": 467533824 }, { "epoch": 0.14, "learning_rate": 0.0008669809428284855, "loss": 1.6002, "theoretical_loss": 3.9718391741591144, "tokens_seen": 467599360 }, { "epoch": 0.14, "learning_rate": 0.0008669608826479438, "loss": 1.7323, "theoretical_loss": 3.9717789618740227, "tokens_seen": 467664896 }, { "epoch": 0.14, "learning_rate": 0.0008669408224674022, "loss": 1.7703, "theoretical_loss": 3.971718760388373, "tokens_seen": 467730432 }, { "epoch": 0.14, "learning_rate": 0.0008669207622868606, "loss": 1.6947, "theoretical_loss": 3.971658569698714, "tokens_seen": 467795968 }, { "epoch": 0.14, "learning_rate": 0.000866900702106319, "loss": 1.5733, "theoretical_loss": 3.971598389801599, "tokens_seen": 467861504 }, { "epoch": 0.14, "learning_rate": 0.0008668806419257773, "loss": 1.7538, "theoretical_loss": 3.9715382206935814, "tokens_seen": 467927040 }, { "epoch": 0.14, "learning_rate": 0.0008668605817452358, "loss": 1.6245, "theoretical_loss": 3.971478062371215, "tokens_seen": 467992576 }, { "epoch": 0.14, "learning_rate": 0.000866840521564694, "loss": 1.5672, "theoretical_loss": 3.9714179148310587, "tokens_seen": 468058112 }, { "epoch": 0.14, "learning_rate": 0.0008668204613841525, "loss": 1.59, "theoretical_loss": 3.971357778069668, "tokens_seen": 468123648 }, { "epoch": 0.14, "learning_rate": 0.0008668004012036108, "loss": 1.6417, "theoretical_loss": 3.9712976520836043, "tokens_seen": 468189184 }, { "epoch": 0.14, "learning_rate": 0.0008667803410230692, "loss": 1.6598, "theoretical_loss": 3.971237536869429, "tokens_seen": 468254720 }, { "epoch": 0.14, "learning_rate": 0.0008667602808425276, "loss": 1.645, "theoretical_loss": 3.971177432423705, "tokens_seen": 468320256 }, { "epoch": 0.14, "learning_rate": 0.000866740220661986, "loss": 1.6404, "theoretical_loss": 3.9711173387429954, "tokens_seen": 468385792 }, { "epoch": 0.14, "learning_rate": 0.0008667201604814443, "loss": 1.6616, "theoretical_loss": 3.971057255823868, "tokens_seen": 468451328 }, { "epoch": 0.14, "learning_rate": 0.0008667001003009028, "loss": 1.5759, "theoretical_loss": 3.9709971836628903, "tokens_seen": 468516864 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49590790271759033, "objective/train/docs_used": 176758, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7070120573043823, "objective/train/original_loss": 1.7070120573043823, "objective/train/theoretical_loss": 3.9709371222566308, "objective/train/tokens_used": 489042400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24609065055847168, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508419275283813, "objective/train/weighted_lm_loss": 1.793755054473877, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9709371222566308, "tokens_seen": 468582400 }, { "epoch": 0.14, "learning_rate": 0.000866680040120361, "loss": 1.7491, "theoretical_loss": 3.9709371222566308, "tokens_seen": 468582400 }, { "epoch": 0.14, "learning_rate": 0.0008666599799398195, "loss": 1.6753, "theoretical_loss": 3.9708770716016613, "tokens_seen": 468647936 }, { "epoch": 0.14, "learning_rate": 0.0008666399197592778, "loss": 1.7408, "theoretical_loss": 3.9708170316945526, "tokens_seen": 468713472 }, { "epoch": 0.14, "learning_rate": 0.0008666198595787362, "loss": 1.7188, "theoretical_loss": 3.9707570025318804, "tokens_seen": 468779008 }, { "epoch": 0.14, "learning_rate": 0.0008665997993981946, "loss": 1.6429, "theoretical_loss": 3.9706969841102193, "tokens_seen": 468844544 }, { "epoch": 0.14, "learning_rate": 0.0008665797392176529, "loss": 1.6667, "theoretical_loss": 3.970636976426147, "tokens_seen": 468910080 }, { "epoch": 0.14, "learning_rate": 0.0008665596790371113, "loss": 1.6802, "theoretical_loss": 3.9705769794762418, "tokens_seen": 468975616 }, { "epoch": 0.14, "learning_rate": 0.0008665396188565698, "loss": 1.719, "theoretical_loss": 3.9705169932570836, "tokens_seen": 469041152 }, { "epoch": 0.14, "learning_rate": 0.000866519558676028, "loss": 1.6971, "theoretical_loss": 3.9704570177652547, "tokens_seen": 469106688 }, { "epoch": 0.14, "learning_rate": 0.0008664994984954865, "loss": 1.7641, "theoretical_loss": 3.9703970529973387, "tokens_seen": 469172224 }, { "epoch": 0.14, "learning_rate": 0.0008664794383149449, "loss": 1.6095, "theoretical_loss": 3.97033709894992, "tokens_seen": 469237760 }, { "epoch": 0.14, "learning_rate": 0.0008664593781344032, "loss": 1.678, "theoretical_loss": 3.970277155619586, "tokens_seen": 469303296 }, { "epoch": 0.14, "learning_rate": 0.0008664393179538616, "loss": 1.6985, "theoretical_loss": 3.9702172230029236, "tokens_seen": 469368832 }, { "epoch": 0.14, "learning_rate": 0.0008664192577733199, "loss": 1.686, "theoretical_loss": 3.970157301096523, "tokens_seen": 469434368 }, { "epoch": 0.14, "learning_rate": 0.0008663991975927783, "loss": 1.5955, "theoretical_loss": 3.970097389896975, "tokens_seen": 469499904 }, { "epoch": 0.14, "learning_rate": 0.0008663791374122368, "loss": 1.6344, "theoretical_loss": 3.9700374894008736, "tokens_seen": 469565440 }, { "epoch": 0.14, "learning_rate": 0.0008663590772316951, "loss": 1.7155, "theoretical_loss": 3.969977599604812, "tokens_seen": 469630976 }, { "epoch": 0.14, "learning_rate": 0.0008663390170511535, "loss": 1.7049, "theoretical_loss": 3.969917720505386, "tokens_seen": 469696512 }, { "epoch": 0.14, "learning_rate": 0.0008663189568706119, "loss": 1.669, "theoretical_loss": 3.9698578520991936, "tokens_seen": 469762048 }, { "epoch": 0.14, "learning_rate": 0.0008662988966900702, "loss": 1.7185, "theoretical_loss": 3.9697979943828337, "tokens_seen": 469827584 }, { "epoch": 0.14, "learning_rate": 0.0008662788365095287, "loss": 1.6554, "theoretical_loss": 3.969738147352907, "tokens_seen": 469893120 }, { "epoch": 0.14, "learning_rate": 0.000866258776328987, "loss": 1.7524, "theoretical_loss": 3.9696783110060148, "tokens_seen": 469958656 }, { "epoch": 0.14, "learning_rate": 0.0008662387161484454, "loss": 1.7266, "theoretical_loss": 3.9696184853387617, "tokens_seen": 470024192 }, { "epoch": 0.14, "learning_rate": 0.0008662186559679037, "loss": 1.6859, "theoretical_loss": 3.9695586703477526, "tokens_seen": 470089728 }, { "epoch": 0.14, "learning_rate": 0.0008661985957873621, "loss": 1.5995, "theoretical_loss": 3.9694988660295936, "tokens_seen": 470155264 }, { "epoch": 0.14, "learning_rate": 0.0008661785356068205, "loss": 1.6525, "theoretical_loss": 3.9694390723808946, "tokens_seen": 470220800 }, { "epoch": 0.14, "learning_rate": 0.0008661584754262789, "loss": 1.6127, "theoretical_loss": 3.9693792893982636, "tokens_seen": 470286336 }, { "epoch": 0.14, "learning_rate": 0.0008661384152457372, "loss": 1.6209, "theoretical_loss": 3.969319517078313, "tokens_seen": 470351872 }, { "epoch": 0.14, "learning_rate": 0.0008661183550651957, "loss": 1.7191, "theoretical_loss": 3.969259755417656, "tokens_seen": 470417408 }, { "epoch": 0.14, "learning_rate": 0.000866098294884654, "loss": 1.7615, "theoretical_loss": 3.969200004412907, "tokens_seen": 470482944 }, { "epoch": 0.14, "learning_rate": 0.0008660782347041124, "loss": 1.6576, "theoretical_loss": 3.969140264060681, "tokens_seen": 470548480 }, { "epoch": 0.14, "learning_rate": 0.0008660581745235707, "loss": 1.5596, "theoretical_loss": 3.9690805343575972, "tokens_seen": 470614016 }, { "epoch": 0.14, "learning_rate": 0.0008660381143430291, "loss": 1.7647, "theoretical_loss": 3.969020815300274, "tokens_seen": 470679552 }, { "epoch": 0.14, "learning_rate": 0.0008660180541624875, "loss": 1.6108, "theoretical_loss": 3.968961106885332, "tokens_seen": 470745088 }, { "epoch": 0.14, "learning_rate": 0.0008659979939819459, "loss": 1.6862, "theoretical_loss": 3.9689014091093933, "tokens_seen": 470810624 }, { "epoch": 0.14, "learning_rate": 0.0008659779338014042, "loss": 1.684, "theoretical_loss": 3.9688417219690817, "tokens_seen": 470876160 }, { "epoch": 0.14, "learning_rate": 0.0008659578736208626, "loss": 1.6453, "theoretical_loss": 3.9687820454610234, "tokens_seen": 470941696 }, { "epoch": 0.14, "learning_rate": 0.000865937813440321, "loss": 1.6115, "theoretical_loss": 3.9687223795818443, "tokens_seen": 471007232 }, { "epoch": 0.14, "learning_rate": 0.0008659177532597794, "loss": 1.6774, "theoretical_loss": 3.9686627243281727, "tokens_seen": 471072768 }, { "epoch": 0.14, "learning_rate": 0.0008658976930792377, "loss": 1.7675, "theoretical_loss": 3.9686030796966394, "tokens_seen": 471138304 }, { "epoch": 0.14, "learning_rate": 0.0008658776328986962, "loss": 1.7617, "theoretical_loss": 3.968543445683875, "tokens_seen": 471203840 }, { "epoch": 0.14, "learning_rate": 0.0008658575727181544, "loss": 1.6725, "theoretical_loss": 3.9684838222865135, "tokens_seen": 471269376 }, { "epoch": 0.14, "learning_rate": 0.0008658375125376129, "loss": 1.7021, "theoretical_loss": 3.9684242095011886, "tokens_seen": 471334912 }, { "epoch": 0.14, "learning_rate": 0.0008658174523570712, "loss": 1.5613, "theoretical_loss": 3.9683646073245367, "tokens_seen": 471400448 }, { "epoch": 0.14, "learning_rate": 0.0008657973921765296, "loss": 1.6433, "theoretical_loss": 3.968305015753195, "tokens_seen": 471465984 }, { "epoch": 0.14, "learning_rate": 0.000865777331995988, "loss": 1.7898, "theoretical_loss": 3.968245434783803, "tokens_seen": 471531520 }, { "epoch": 0.14, "learning_rate": 0.0008657572718154464, "loss": 1.6126, "theoretical_loss": 3.9681858644130017, "tokens_seen": 471597056 }, { "epoch": 0.14, "learning_rate": 0.0008657372116349047, "loss": 1.7728, "theoretical_loss": 3.9681263046374333, "tokens_seen": 471662592 }, { "epoch": 0.14, "learning_rate": 0.0008657171514543632, "loss": 1.693, "theoretical_loss": 3.968066755453741, "tokens_seen": 471728128 }, { "epoch": 0.14, "learning_rate": 0.0008656970912738214, "loss": 1.6555, "theoretical_loss": 3.9680072168585703, "tokens_seen": 471793664 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.4907188415527344, "objective/train/docs_used": 177948, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6511681079864502, "objective/train/original_loss": 1.6511683464050293, "objective/train/theoretical_loss": 3.967947688848568, "objective/train/tokens_used": 492319200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2415388971567154, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502997636795044, "objective/train/weighted_lm_loss": 1.7343614101409912, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.967947688848568, "tokens_seen": 471859200 }, { "epoch": 0.14, "learning_rate": 0.0008656770310932799, "loss": 1.6961, "theoretical_loss": 3.967947688848568, "tokens_seen": 471859200 }, { "epoch": 0.14, "learning_rate": 0.0008656569709127382, "loss": 1.5168, "theoretical_loss": 3.967888171420382, "tokens_seen": 471924736 }, { "epoch": 0.14, "learning_rate": 0.0008656369107321966, "loss": 1.6529, "theoretical_loss": 3.9678286645706637, "tokens_seen": 471990272 }, { "epoch": 0.14, "learning_rate": 0.000865616850551655, "loss": 1.5362, "theoretical_loss": 3.967769168296063, "tokens_seen": 472055808 }, { "epoch": 0.14, "learning_rate": 0.0008655967903711133, "loss": 1.6113, "theoretical_loss": 3.9677096825932328, "tokens_seen": 472121344 }, { "epoch": 0.14, "learning_rate": 0.0008655767301905717, "loss": 1.5861, "theoretical_loss": 3.967650207458828, "tokens_seen": 472186880 }, { "epoch": 0.14, "learning_rate": 0.0008655566700100302, "loss": 1.7183, "theoretical_loss": 3.9675907428895045, "tokens_seen": 472252416 }, { "epoch": 0.14, "learning_rate": 0.0008655366098294884, "loss": 1.678, "theoretical_loss": 3.9675312888819194, "tokens_seen": 472317952 }, { "epoch": 0.14, "learning_rate": 0.0008655165496489469, "loss": 1.605, "theoretical_loss": 3.9674718454327325, "tokens_seen": 472383488 }, { "epoch": 0.14, "learning_rate": 0.0008654964894684053, "loss": 1.7314, "theoretical_loss": 3.967412412538604, "tokens_seen": 472449024 }, { "epoch": 0.14, "learning_rate": 0.0008654764292878636, "loss": 1.688, "theoretical_loss": 3.9673529901961957, "tokens_seen": 472514560 }, { "epoch": 0.14, "learning_rate": 0.000865456369107322, "loss": 1.6936, "theoretical_loss": 3.9672935784021712, "tokens_seen": 472580096 }, { "epoch": 0.14, "learning_rate": 0.0008654363089267803, "loss": 1.6403, "theoretical_loss": 3.9672341771531956, "tokens_seen": 472645632 }, { "epoch": 0.14, "learning_rate": 0.0008654162487462387, "loss": 1.7436, "theoretical_loss": 3.967174786445935, "tokens_seen": 472711168 }, { "epoch": 0.14, "learning_rate": 0.0008653961885656972, "loss": 1.6937, "theoretical_loss": 3.967115406277059, "tokens_seen": 472776704 }, { "epoch": 0.14, "learning_rate": 0.0008653761283851554, "loss": 1.5322, "theoretical_loss": 3.9670560366432355, "tokens_seen": 472842240 }, { "epoch": 0.14, "learning_rate": 0.0008653560682046139, "loss": 1.8065, "theoretical_loss": 3.9669966775411365, "tokens_seen": 472907776 }, { "epoch": 0.14, "learning_rate": 0.0008653360080240722, "loss": 1.6547, "theoretical_loss": 3.9669373289674343, "tokens_seen": 472973312 }, { "epoch": 0.14, "learning_rate": 0.0008653159478435306, "loss": 1.6371, "theoretical_loss": 3.966877990918804, "tokens_seen": 473038848 }, { "epoch": 0.14, "learning_rate": 0.000865295887662989, "loss": 1.5539, "theoretical_loss": 3.96681866339192, "tokens_seen": 473104384 }, { "epoch": 0.14, "learning_rate": 0.0008652758274824473, "loss": 1.747, "theoretical_loss": 3.96675934638346, "tokens_seen": 473169920 }, { "epoch": 0.14, "learning_rate": 0.0008652557673019057, "loss": 1.6029, "theoretical_loss": 3.9667000398901022, "tokens_seen": 473235456 }, { "epoch": 0.14, "learning_rate": 0.0008652357071213641, "loss": 1.7309, "theoretical_loss": 3.966640743908528, "tokens_seen": 473300992 }, { "epoch": 0.14, "learning_rate": 0.0008652156469408224, "loss": 1.7987, "theoretical_loss": 3.966581458435418, "tokens_seen": 473366528 }, { "epoch": 0.14, "learning_rate": 0.0008651955867602809, "loss": 1.6473, "theoretical_loss": 3.9665221834674558, "tokens_seen": 473432064 }, { "epoch": 0.14, "learning_rate": 0.0008651755265797392, "loss": 1.6844, "theoretical_loss": 3.9664629190013265, "tokens_seen": 473497600 }, { "epoch": 0.14, "learning_rate": 0.0008651554663991976, "loss": 1.7004, "theoretical_loss": 3.9664036650337158, "tokens_seen": 473563136 }, { "epoch": 0.14, "learning_rate": 0.000865135406218656, "loss": 1.5744, "theoretical_loss": 3.9663444215613115, "tokens_seen": 473628672 }, { "epoch": 0.14, "learning_rate": 0.0008651153460381144, "loss": 1.6554, "theoretical_loss": 3.9662851885808026, "tokens_seen": 473694208 }, { "epoch": 0.14, "learning_rate": 0.0008650952858575727, "loss": 1.6671, "theoretical_loss": 3.9662259660888806, "tokens_seen": 473759744 }, { "epoch": 0.14, "learning_rate": 0.0008650752256770311, "loss": 1.7138, "theoretical_loss": 3.9661667540822365, "tokens_seen": 473825280 }, { "epoch": 0.14, "learning_rate": 0.0008650551654964894, "loss": 1.606, "theoretical_loss": 3.9661075525575655, "tokens_seen": 473890816 }, { "epoch": 0.14, "learning_rate": 0.0008650351053159479, "loss": 1.6872, "theoretical_loss": 3.966048361511562, "tokens_seen": 473956352 }, { "epoch": 0.14, "learning_rate": 0.0008650150451354062, "loss": 1.5797, "theoretical_loss": 3.9659891809409222, "tokens_seen": 474021888 }, { "epoch": 0.14, "learning_rate": 0.0008649949849548646, "loss": 1.704, "theoretical_loss": 3.9659300108423454, "tokens_seen": 474087424 }, { "epoch": 0.14, "learning_rate": 0.0008649749247743229, "loss": 1.6559, "theoretical_loss": 3.965870851212531, "tokens_seen": 474152960 }, { "epoch": 0.14, "learning_rate": 0.0008649548645937814, "loss": 1.5749, "theoretical_loss": 3.96581170204818, "tokens_seen": 474218496 }, { "epoch": 0.14, "learning_rate": 0.0008649348044132397, "loss": 1.7093, "theoretical_loss": 3.965752563345995, "tokens_seen": 474284032 }, { "epoch": 0.14, "learning_rate": 0.0008649147442326981, "loss": 1.7509, "theoretical_loss": 3.965693435102681, "tokens_seen": 474349568 }, { "epoch": 0.14, "learning_rate": 0.0008648946840521564, "loss": 1.6831, "theoretical_loss": 3.9656343173149424, "tokens_seen": 474415104 }, { "epoch": 0.14, "learning_rate": 0.0008648746238716148, "loss": 1.7082, "theoretical_loss": 3.9655752099794874, "tokens_seen": 474480640 }, { "epoch": 0.14, "learning_rate": 0.0008648545636910733, "loss": 1.7715, "theoretical_loss": 3.9655161130930248, "tokens_seen": 474546176 }, { "epoch": 0.14, "learning_rate": 0.0008648345035105316, "loss": 1.6436, "theoretical_loss": 3.965457026652264, "tokens_seen": 474611712 }, { "epoch": 0.14, "learning_rate": 0.00086481444332999, "loss": 1.8402, "theoretical_loss": 3.965397950653917, "tokens_seen": 474677248 }, { "epoch": 0.14, "learning_rate": 0.0008647943831494484, "loss": 1.7173, "theoretical_loss": 3.9653388850946976, "tokens_seen": 474742784 }, { "epoch": 0.14, "learning_rate": 0.0008647743229689068, "loss": 1.631, "theoretical_loss": 3.9652798299713194, "tokens_seen": 474808320 }, { "epoch": 0.14, "learning_rate": 0.0008647542627883651, "loss": 1.5619, "theoretical_loss": 3.965220785280499, "tokens_seen": 474873856 }, { "epoch": 0.14, "learning_rate": 0.0008647342026078236, "loss": 1.7494, "theoretical_loss": 3.9651617510189543, "tokens_seen": 474939392 }, { "epoch": 0.14, "learning_rate": 0.0008647141424272818, "loss": 1.6467, "theoretical_loss": 3.965102727183404, "tokens_seen": 475004928 }, { "epoch": 0.14, "learning_rate": 0.0008646940822467403, "loss": 1.7128, "theoretical_loss": 3.9650437137705685, "tokens_seen": 475070464 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.4953663647174835, "objective/train/docs_used": 179087, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4755969047546387, "objective/train/original_loss": 1.4755969047546387, "objective/train/theoretical_loss": 3.9649847107771707, "objective/train/tokens_used": 495596000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24567000567913055, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507856607437134, "objective/train/weighted_lm_loss": 1.550560712814331, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9649847107771707, "tokens_seen": 475136000 }, { "epoch": 0.14, "learning_rate": 0.0008646740220661986, "loss": 1.556, "theoretical_loss": 3.9649847107771707, "tokens_seen": 475136000 }, { "epoch": 0.14, "learning_rate": 0.000864653961885657, "loss": 1.625, "theoretical_loss": 3.9649257181999333, "tokens_seen": 475201536 }, { "epoch": 0.14, "learning_rate": 0.0008646339017051154, "loss": 1.643, "theoretical_loss": 3.9648667360355816, "tokens_seen": 475267072 }, { "epoch": 0.14, "learning_rate": 0.0008646138415245737, "loss": 1.6444, "theoretical_loss": 3.9648077642808426, "tokens_seen": 475332608 }, { "epoch": 0.14, "learning_rate": 0.0008645937813440321, "loss": 1.6659, "theoretical_loss": 3.9647488029324434, "tokens_seen": 475398144 }, { "epoch": 0.14, "learning_rate": 0.0008645737211634906, "loss": 1.8248, "theoretical_loss": 3.9646898519871145, "tokens_seen": 475463680 }, { "epoch": 0.14, "learning_rate": 0.0008645536609829488, "loss": 1.6969, "theoretical_loss": 3.9646309114415863, "tokens_seen": 475529216 }, { "epoch": 0.14, "learning_rate": 0.0008645336008024073, "loss": 1.7494, "theoretical_loss": 3.9645719812925906, "tokens_seen": 475594752 }, { "epoch": 0.14, "learning_rate": 0.0008645135406218657, "loss": 1.6244, "theoretical_loss": 3.964513061536863, "tokens_seen": 475660288 }, { "epoch": 0.14, "learning_rate": 0.000864493480441324, "loss": 1.6211, "theoretical_loss": 3.964454152171137, "tokens_seen": 475725824 }, { "epoch": 0.14, "learning_rate": 0.0008644734202607824, "loss": 1.5774, "theoretical_loss": 3.9643952531921505, "tokens_seen": 475791360 }, { "epoch": 0.14, "learning_rate": 0.0008644533600802407, "loss": 1.7316, "theoretical_loss": 3.964336364596642, "tokens_seen": 475856896 }, { "epoch": 0.14, "learning_rate": 0.0008644332998996991, "loss": 1.5758, "theoretical_loss": 3.964277486381351, "tokens_seen": 475922432 }, { "epoch": 0.14, "learning_rate": 0.0008644132397191576, "loss": 1.5914, "theoretical_loss": 3.9642186185430184, "tokens_seen": 475987968 }, { "epoch": 0.14, "learning_rate": 0.0008643931795386158, "loss": 1.4938, "theoretical_loss": 3.9641597610783874, "tokens_seen": 476053504 }, { "epoch": 0.14, "learning_rate": 0.0008643731193580743, "loss": 1.6912, "theoretical_loss": 3.9641009139842023, "tokens_seen": 476119040 }, { "epoch": 0.14, "learning_rate": 0.0008643530591775326, "loss": 1.647, "theoretical_loss": 3.9640420772572087, "tokens_seen": 476184576 }, { "epoch": 0.14, "learning_rate": 0.000864332998996991, "loss": 1.7011, "theoretical_loss": 3.9639832508941533, "tokens_seen": 476250112 }, { "epoch": 0.14, "learning_rate": 0.0008643129388164494, "loss": 1.6084, "theoretical_loss": 3.9639244348917853, "tokens_seen": 476315648 }, { "epoch": 0.14, "learning_rate": 0.0008642928786359077, "loss": 1.5955, "theoretical_loss": 3.963865629246855, "tokens_seen": 476381184 }, { "epoch": 0.14, "learning_rate": 0.0008642728184553661, "loss": 1.5804, "theoretical_loss": 3.963806833956113, "tokens_seen": 476446720 }, { "epoch": 0.14, "learning_rate": 0.0008642527582748245, "loss": 1.6083, "theoretical_loss": 3.9637480490163135, "tokens_seen": 476512256 }, { "epoch": 0.14, "learning_rate": 0.0008642326980942828, "loss": 1.6791, "theoretical_loss": 3.96368927442421, "tokens_seen": 476577792 }, { "epoch": 0.14, "learning_rate": 0.0008642126379137413, "loss": 1.8064, "theoretical_loss": 3.9636305101765585, "tokens_seen": 476643328 }, { "epoch": 0.14, "learning_rate": 0.0008641925777331996, "loss": 1.5492, "theoretical_loss": 3.9635717562701176, "tokens_seen": 476708864 }, { "epoch": 0.14, "learning_rate": 0.000864172517552658, "loss": 1.7523, "theoretical_loss": 3.963513012701645, "tokens_seen": 476774400 }, { "epoch": 0.14, "learning_rate": 0.0008641524573721164, "loss": 1.581, "theoretical_loss": 3.9634542794679013, "tokens_seen": 476839936 }, { "epoch": 0.14, "learning_rate": 0.0008641323971915748, "loss": 1.667, "theoretical_loss": 3.963395556565649, "tokens_seen": 476905472 }, { "epoch": 0.14, "learning_rate": 0.0008641123370110331, "loss": 1.5052, "theoretical_loss": 3.96333684399165, "tokens_seen": 476971008 }, { "epoch": 0.14, "learning_rate": 0.0008640922768304915, "loss": 1.6253, "theoretical_loss": 3.9632781417426703, "tokens_seen": 477036544 }, { "epoch": 0.14, "learning_rate": 0.0008640722166499498, "loss": 1.7274, "theoretical_loss": 3.963219449815475, "tokens_seen": 477102080 }, { "epoch": 0.14, "learning_rate": 0.0008640521564694083, "loss": 1.4946, "theoretical_loss": 3.9631607682068335, "tokens_seen": 477167616 }, { "epoch": 0.14, "learning_rate": 0.0008640320962888666, "loss": 1.6131, "theoretical_loss": 3.963102096913513, "tokens_seen": 477233152 }, { "epoch": 0.14, "learning_rate": 0.000864012036108325, "loss": 1.6323, "theoretical_loss": 3.963043435932285, "tokens_seen": 477298688 }, { "epoch": 0.14, "learning_rate": 0.0008639919759277833, "loss": 1.5629, "theoretical_loss": 3.9629847852599207, "tokens_seen": 477364224 }, { "epoch": 0.14, "learning_rate": 0.0008639719157472418, "loss": 1.6746, "theoretical_loss": 3.9629261448931943, "tokens_seen": 477429760 }, { "epoch": 0.14, "learning_rate": 0.0008639518555667001, "loss": 1.7605, "theoretical_loss": 3.962867514828881, "tokens_seen": 477495296 }, { "epoch": 0.14, "learning_rate": 0.0008639317953861585, "loss": 1.7014, "theoretical_loss": 3.9628088950637563, "tokens_seen": 477560832 }, { "epoch": 0.14, "learning_rate": 0.0008639117352056168, "loss": 1.7168, "theoretical_loss": 3.9627502855945984, "tokens_seen": 477626368 }, { "epoch": 0.14, "learning_rate": 0.0008638916750250752, "loss": 1.674, "theoretical_loss": 3.9626916864181867, "tokens_seen": 477691904 }, { "epoch": 0.14, "learning_rate": 0.0008638716148445336, "loss": 1.6337, "theoretical_loss": 3.962633097531302, "tokens_seen": 477757440 }, { "epoch": 0.14, "learning_rate": 0.000863851554663992, "loss": 1.5767, "theoretical_loss": 3.962574518930726, "tokens_seen": 477822976 }, { "epoch": 0.14, "learning_rate": 0.0008638314944834503, "loss": 1.6741, "theoretical_loss": 3.962515950613242, "tokens_seen": 477888512 }, { "epoch": 0.14, "learning_rate": 0.0008638114343029088, "loss": 1.7077, "theoretical_loss": 3.9624573925756366, "tokens_seen": 477954048 }, { "epoch": 0.14, "learning_rate": 0.0008637913741223671, "loss": 1.7455, "theoretical_loss": 3.962398844814695, "tokens_seen": 478019584 }, { "epoch": 0.14, "learning_rate": 0.0008637713139418255, "loss": 1.6796, "theoretical_loss": 3.9623403073272048, "tokens_seen": 478085120 }, { "epoch": 0.14, "learning_rate": 0.0008637512537612839, "loss": 1.6243, "theoretical_loss": 3.962281780109957, "tokens_seen": 478150656 }, { "epoch": 0.14, "learning_rate": 0.0008637311935807422, "loss": 1.6601, "theoretical_loss": 3.962223263159741, "tokens_seen": 478216192 }, { "epoch": 0.14, "learning_rate": 0.0008637111334002006, "loss": 1.5535, "theoretical_loss": 3.9621647564733493, "tokens_seen": 478281728 }, { "epoch": 0.14, "learning_rate": 0.000863691073219659, "loss": 1.6916, "theoretical_loss": 3.9621062600475763, "tokens_seen": 478347264 }, { "epoch": 0.14, "objective/train/advantage_avg": 0.49374765157699585, "objective/train/docs_used": 180329, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6273490190505981, "objective/train/original_loss": 1.627348780632019, "objective/train/theoretical_loss": 3.9620477738792164, "objective/train/tokens_used": 498872800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24403226375579834, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506154298782349, "objective/train/weighted_lm_loss": 1.7097764015197754, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.9620477738792164, "tokens_seen": 478412800 }, { "epoch": 0.14, "learning_rate": 0.0008636710130391173, "loss": 1.7097, "theoretical_loss": 3.9620477738792164, "tokens_seen": 478412800 }, { "epoch": 0.14, "learning_rate": 0.0008636509528585758, "loss": 1.7818, "theoretical_loss": 3.9619892979650664, "tokens_seen": 478478336 }, { "epoch": 0.15, "learning_rate": 0.000863630892678034, "loss": 1.5919, "theoretical_loss": 3.9619308323019244, "tokens_seen": 478543872 }, { "epoch": 0.15, "learning_rate": 0.0008636108324974925, "loss": 1.6456, "theoretical_loss": 3.96187237688659, "tokens_seen": 478609408 }, { "epoch": 0.15, "learning_rate": 0.0008635907723169509, "loss": 1.6536, "theoretical_loss": 3.9618139317158647, "tokens_seen": 478674944 }, { "epoch": 0.15, "learning_rate": 0.0008635707121364092, "loss": 1.7279, "theoretical_loss": 3.96175549678655, "tokens_seen": 478740480 }, { "epoch": 0.15, "learning_rate": 0.0008635506519558676, "loss": 1.6284, "theoretical_loss": 3.9616970720954487, "tokens_seen": 478806016 }, { "epoch": 0.15, "learning_rate": 0.0008635305917753261, "loss": 1.6787, "theoretical_loss": 3.9616386576393676, "tokens_seen": 478871552 }, { "epoch": 0.15, "learning_rate": 0.0008635105315947843, "loss": 1.5603, "theoretical_loss": 3.961580253415114, "tokens_seen": 478937088 }, { "epoch": 0.15, "learning_rate": 0.0008634904714142428, "loss": 1.5645, "theoretical_loss": 3.9615218594194936, "tokens_seen": 479002624 }, { "epoch": 0.15, "learning_rate": 0.000863470411233701, "loss": 1.7041, "theoretical_loss": 3.961463475649318, "tokens_seen": 479068160 }, { "epoch": 0.15, "learning_rate": 0.0008634503510531595, "loss": 1.6872, "theoretical_loss": 3.9614051021013967, "tokens_seen": 479133696 }, { "epoch": 0.15, "learning_rate": 0.0008634302908726179, "loss": 1.6363, "theoretical_loss": 3.9613467387725434, "tokens_seen": 479199232 }, { "epoch": 0.15, "learning_rate": 0.0008634102306920762, "loss": 1.491, "theoretical_loss": 3.961288385659571, "tokens_seen": 479264768 }, { "epoch": 0.15, "learning_rate": 0.0008633901705115346, "loss": 1.7415, "theoretical_loss": 3.961230042759295, "tokens_seen": 479330304 }, { "epoch": 0.15, "learning_rate": 0.000863370110330993, "loss": 1.6011, "theoretical_loss": 3.961171710068532, "tokens_seen": 479395840 }, { "epoch": 0.15, "learning_rate": 0.0008633500501504514, "loss": 1.5091, "theoretical_loss": 3.9611133875841, "tokens_seen": 479461376 }, { "epoch": 0.15, "learning_rate": 0.0008633299899699098, "loss": 1.669, "theoretical_loss": 3.961055075302819, "tokens_seen": 479526912 }, { "epoch": 0.15, "learning_rate": 0.0008633099297893681, "loss": 1.644, "theoretical_loss": 3.9609967732215097, "tokens_seen": 479592448 }, { "epoch": 0.15, "learning_rate": 0.0008632898696088265, "loss": 1.7018, "theoretical_loss": 3.960938481336994, "tokens_seen": 479657984 }, { "epoch": 0.15, "learning_rate": 0.0008632698094282849, "loss": 1.6864, "theoretical_loss": 3.960880199646096, "tokens_seen": 479723520 }, { "epoch": 0.15, "learning_rate": 0.0008632497492477432, "loss": 1.7271, "theoretical_loss": 3.9608219281456414, "tokens_seen": 479789056 }, { "epoch": 0.15, "learning_rate": 0.0008632296890672017, "loss": 1.6468, "theoretical_loss": 3.960763666832456, "tokens_seen": 479854592 }, { "epoch": 0.15, "learning_rate": 0.00086320962888666, "loss": 1.5897, "theoretical_loss": 3.9607054157033685, "tokens_seen": 479920128 }, { "epoch": 0.15, "learning_rate": 0.0008631895687061184, "loss": 1.8161, "theoretical_loss": 3.9606471747552083, "tokens_seen": 479985664 }, { "epoch": 0.15, "learning_rate": 0.0008631695085255768, "loss": 1.7091, "theoretical_loss": 3.960588943984806, "tokens_seen": 480051200 }, { "epoch": 0.15, "learning_rate": 0.0008631494483450352, "loss": 1.5867, "theoretical_loss": 3.960530723388994, "tokens_seen": 480116736 }, { "epoch": 0.15, "learning_rate": 0.0008631293881644935, "loss": 1.6212, "theoretical_loss": 3.960472512964606, "tokens_seen": 480182272 }, { "epoch": 0.15, "learning_rate": 0.0008631093279839519, "loss": 1.578, "theoretical_loss": 3.9604143127084774, "tokens_seen": 480247808 }, { "epoch": 0.15, "learning_rate": 0.0008630892678034102, "loss": 1.6746, "theoretical_loss": 3.960356122617445, "tokens_seen": 480313344 }, { "epoch": 0.15, "learning_rate": 0.0008630692076228687, "loss": 1.6223, "theoretical_loss": 3.9602979426883462, "tokens_seen": 480378880 }, { "epoch": 0.15, "learning_rate": 0.000863049147442327, "loss": 1.7078, "theoretical_loss": 3.9602397729180208, "tokens_seen": 480444416 }, { "epoch": 0.15, "learning_rate": 0.0008630290872617854, "loss": 1.6483, "theoretical_loss": 3.960181613303309, "tokens_seen": 480509952 }, { "epoch": 0.15, "learning_rate": 0.0008630090270812437, "loss": 1.7556, "theoretical_loss": 3.960123463841054, "tokens_seen": 480575488 }, { "epoch": 0.15, "learning_rate": 0.0008629889669007022, "loss": 1.7327, "theoretical_loss": 3.9600653245280983, "tokens_seen": 480641024 }, { "epoch": 0.15, "learning_rate": 0.0008629689067201605, "loss": 1.7339, "theoretical_loss": 3.960007195361288, "tokens_seen": 480706560 }, { "epoch": 0.15, "learning_rate": 0.0008629488465396189, "loss": 1.6611, "theoretical_loss": 3.9599490763374687, "tokens_seen": 480772096 }, { "epoch": 0.15, "learning_rate": 0.0008629287863590772, "loss": 1.7667, "theoretical_loss": 3.9598909674534895, "tokens_seen": 480837632 }, { "epoch": 0.15, "learning_rate": 0.0008629087261785356, "loss": 1.7056, "theoretical_loss": 3.9598328687061985, "tokens_seen": 480903168 }, { "epoch": 0.15, "learning_rate": 0.000862888665997994, "loss": 1.6263, "theoretical_loss": 3.959774780092447, "tokens_seen": 480968704 }, { "epoch": 0.15, "learning_rate": 0.0008628686058174524, "loss": 1.628, "theoretical_loss": 3.9597167016090866, "tokens_seen": 481034240 }, { "epoch": 0.15, "learning_rate": 0.0008628485456369107, "loss": 1.5508, "theoretical_loss": 3.959658633252971, "tokens_seen": 481099776 }, { "epoch": 0.15, "learning_rate": 0.0008628284854563692, "loss": 1.6159, "theoretical_loss": 3.9596005750209553, "tokens_seen": 481165312 }, { "epoch": 0.15, "learning_rate": 0.0008628084252758275, "loss": 1.6213, "theoretical_loss": 3.9595425269098956, "tokens_seen": 481230848 }, { "epoch": 0.15, "learning_rate": 0.0008627883650952859, "loss": 1.7252, "theoretical_loss": 3.95948448891665, "tokens_seen": 481296384 }, { "epoch": 0.15, "learning_rate": 0.0008627683049147443, "loss": 1.6368, "theoretical_loss": 3.959426461038077, "tokens_seen": 481361920 }, { "epoch": 0.15, "learning_rate": 0.0008627482447342026, "loss": 1.689, "theoretical_loss": 3.9593684432710377, "tokens_seen": 481427456 }, { "epoch": 0.15, "learning_rate": 0.000862728184553661, "loss": 1.6588, "theoretical_loss": 3.9593104356123936, "tokens_seen": 481492992 }, { "epoch": 0.15, "learning_rate": 0.0008627081243731195, "loss": 1.6145, "theoretical_loss": 3.959252438059009, "tokens_seen": 481558528 }, { "epoch": 0.15, "learning_rate": 0.0008626880641925777, "loss": 1.609, "theoretical_loss": 3.9591944506077468, "tokens_seen": 481624064 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.492854505777359, "objective/train/docs_used": 181505, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5590598583221436, "objective/train/original_loss": 1.559059977531433, "objective/train/theoretical_loss": 3.959136473255475, "objective/train/tokens_used": 502149600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2436048984527588, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505238771438599, "objective/train/weighted_lm_loss": 1.6377798318862915, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.8607079386711121, "theoretical_loss": 3.959136473255475, "tokens_seen": 481689600 }, { "epoch": 0.15, "learning_rate": 0.0008626680040120362, "loss": 1.6004, "theoretical_loss": 3.959136473255475, "tokens_seen": 481689600 }, { "epoch": 0.15, "learning_rate": 0.0008626479438314944, "loss": 1.7456, "theoretical_loss": 3.95907850599906, "tokens_seen": 481755136 }, { "epoch": 0.15, "learning_rate": 0.0008626278836509529, "loss": 1.6157, "theoretical_loss": 3.9590205488353707, "tokens_seen": 481820672 }, { "epoch": 0.15, "learning_rate": 0.0008626078234704113, "loss": 1.673, "theoretical_loss": 3.9589626017612782, "tokens_seen": 481886208 }, { "epoch": 0.15, "learning_rate": 0.0008625877632898696, "loss": 1.7322, "theoretical_loss": 3.9589046647736534, "tokens_seen": 481951744 }, { "epoch": 0.15, "learning_rate": 0.000862567703109328, "loss": 1.6756, "theoretical_loss": 3.9588467378693704, "tokens_seen": 482017280 }, { "epoch": 0.15, "learning_rate": 0.0008625476429287865, "loss": 1.7392, "theoretical_loss": 3.958788821045302, "tokens_seen": 482082816 }, { "epoch": 0.15, "learning_rate": 0.0008625275827482447, "loss": 1.6884, "theoretical_loss": 3.958730914298326, "tokens_seen": 482148352 }, { "epoch": 0.15, "learning_rate": 0.0008625075225677032, "loss": 1.7627, "theoretical_loss": 3.958673017625319, "tokens_seen": 482213888 }, { "epoch": 0.15, "learning_rate": 0.0008624874623871614, "loss": 1.6483, "theoretical_loss": 3.958615131023159, "tokens_seen": 482279424 }, { "epoch": 0.15, "learning_rate": 0.0008624674022066199, "loss": 1.5586, "theoretical_loss": 3.958557254488727, "tokens_seen": 482344960 }, { "epoch": 0.15, "learning_rate": 0.0008624473420260783, "loss": 1.6014, "theoretical_loss": 3.958499388018904, "tokens_seen": 482410496 }, { "epoch": 0.15, "learning_rate": 0.0008624272818455366, "loss": 1.6735, "theoretical_loss": 3.958441531610573, "tokens_seen": 482476032 }, { "epoch": 0.15, "learning_rate": 0.000862407221664995, "loss": 1.6801, "theoretical_loss": 3.958383685260618, "tokens_seen": 482541568 }, { "epoch": 0.15, "learning_rate": 0.0008623871614844534, "loss": 1.6305, "theoretical_loss": 3.958325848965925, "tokens_seen": 482607104 }, { "epoch": 0.15, "learning_rate": 0.0008623671013039117, "loss": 1.683, "theoretical_loss": 3.958268022723381, "tokens_seen": 482672640 }, { "epoch": 0.15, "learning_rate": 0.0008623470411233702, "loss": 1.6403, "theoretical_loss": 3.9582102065298734, "tokens_seen": 482738176 }, { "epoch": 0.15, "learning_rate": 0.0008623269809428284, "loss": 1.5577, "theoretical_loss": 3.9581524003822937, "tokens_seen": 482803712 }, { "epoch": 0.15, "learning_rate": 0.0008623069207622869, "loss": 1.64, "theoretical_loss": 3.958094604277532, "tokens_seen": 482869248 }, { "epoch": 0.15, "learning_rate": 0.0008622868605817452, "loss": 1.6997, "theoretical_loss": 3.9580368182124808, "tokens_seen": 482934784 }, { "epoch": 0.15, "learning_rate": 0.0008622668004012036, "loss": 1.7209, "theoretical_loss": 3.957979042184035, "tokens_seen": 483000320 }, { "epoch": 0.15, "learning_rate": 0.000862246740220662, "loss": 1.6709, "theoretical_loss": 3.9579212761890883, "tokens_seen": 483065856 }, { "epoch": 0.15, "learning_rate": 0.0008622266800401204, "loss": 1.6907, "theoretical_loss": 3.9578635202245387, "tokens_seen": 483131392 }, { "epoch": 0.15, "learning_rate": 0.0008622066198595787, "loss": 1.6686, "theoretical_loss": 3.957805774287284, "tokens_seen": 483196928 }, { "epoch": 0.15, "learning_rate": 0.0008621865596790372, "loss": 1.4088, "theoretical_loss": 3.957748038374224, "tokens_seen": 483262464 }, { "epoch": 0.15, "learning_rate": 0.0008621664994984954, "loss": 1.6271, "theoretical_loss": 3.957690312482258, "tokens_seen": 483328000 }, { "epoch": 0.15, "learning_rate": 0.0008621464393179539, "loss": 1.6111, "theoretical_loss": 3.95763259660829, "tokens_seen": 483393536 }, { "epoch": 0.15, "learning_rate": 0.0008621263791374122, "loss": 1.6555, "theoretical_loss": 3.957574890749223, "tokens_seen": 483459072 }, { "epoch": 0.15, "learning_rate": 0.0008621063189568706, "loss": 1.5846, "theoretical_loss": 3.9575171949019623, "tokens_seen": 483524608 }, { "epoch": 0.15, "learning_rate": 0.000862086258776329, "loss": 1.5948, "theoretical_loss": 3.957459509063413, "tokens_seen": 483590144 }, { "epoch": 0.15, "learning_rate": 0.0008620661985957874, "loss": 1.6619, "theoretical_loss": 3.957401833230484, "tokens_seen": 483655680 }, { "epoch": 0.15, "learning_rate": 0.0008620461384152457, "loss": 1.6941, "theoretical_loss": 3.9573441674000844, "tokens_seen": 483721216 }, { "epoch": 0.15, "learning_rate": 0.0008620260782347041, "loss": 1.6845, "theoretical_loss": 3.9572865115691243, "tokens_seen": 483786752 }, { "epoch": 0.15, "learning_rate": 0.0008620060180541625, "loss": 1.5978, "theoretical_loss": 3.9572288657345154, "tokens_seen": 483852288 }, { "epoch": 0.15, "learning_rate": 0.0008619859578736209, "loss": 1.5465, "theoretical_loss": 3.957171229893171, "tokens_seen": 483917824 }, { "epoch": 0.15, "learning_rate": 0.0008619658976930792, "loss": 1.6417, "theoretical_loss": 3.9571136040420063, "tokens_seen": 483983360 }, { "epoch": 0.15, "learning_rate": 0.0008619458375125376, "loss": 1.673, "theoretical_loss": 3.9570559881779364, "tokens_seen": 484048896 }, { "epoch": 0.15, "learning_rate": 0.0008619257773319959, "loss": 1.7413, "theoretical_loss": 3.956998382297879, "tokens_seen": 484114432 }, { "epoch": 0.15, "learning_rate": 0.0008619057171514544, "loss": 1.5772, "theoretical_loss": 3.956940786398753, "tokens_seen": 484179968 }, { "epoch": 0.15, "learning_rate": 0.0008618856569709127, "loss": 1.6466, "theoretical_loss": 3.9568832004774785, "tokens_seen": 484245504 }, { "epoch": 0.15, "learning_rate": 0.0008618655967903711, "loss": 1.5917, "theoretical_loss": 3.9568256245309765, "tokens_seen": 484311040 }, { "epoch": 0.15, "learning_rate": 0.0008618455366098296, "loss": 1.6796, "theoretical_loss": 3.9567680585561695, "tokens_seen": 484376576 }, { "epoch": 0.15, "learning_rate": 0.0008618254764292879, "loss": 1.7908, "theoretical_loss": 3.9567105025499827, "tokens_seen": 484442112 }, { "epoch": 0.15, "learning_rate": 0.0008618054162487463, "loss": 1.5868, "theoretical_loss": 3.956652956509341, "tokens_seen": 484507648 }, { "epoch": 0.15, "learning_rate": 0.0008617853560682047, "loss": 1.6694, "theoretical_loss": 3.9565954204311717, "tokens_seen": 484573184 }, { "epoch": 0.15, "learning_rate": 0.000861765295887663, "loss": 1.678, "theoretical_loss": 3.9565378943124023, "tokens_seen": 484638720 }, { "epoch": 0.15, "learning_rate": 0.0008617452357071214, "loss": 1.6422, "theoretical_loss": 3.9564803781499633, "tokens_seen": 484704256 }, { "epoch": 0.15, "learning_rate": 0.0008617251755265799, "loss": 1.6743, "theoretical_loss": 3.956422871940785, "tokens_seen": 484769792 }, { "epoch": 0.15, "learning_rate": 0.0008617051153460381, "loss": 1.6426, "theoretical_loss": 3.9563653756818002, "tokens_seen": 484835328 }, { "epoch": 0.15, "learning_rate": 0.0008616850551654966, "loss": 1.7416, "theoretical_loss": 3.956307889369942, "tokens_seen": 484900864 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.49089962244033813, "objective/train/docs_used": 182723, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3967673778533936, "objective/train/original_loss": 1.3967671394348145, "objective/train/theoretical_loss": 3.956250413002146, "objective/train/tokens_used": 505426400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24230317771434784, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503216981887817, "objective/train/weighted_lm_loss": 1.4670437574386597, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.956250413002146, "tokens_seen": 484966400 }, { "epoch": 0.15, "learning_rate": 0.0008616649949849548, "loss": 1.5712, "theoretical_loss": 3.956250413002146, "tokens_seen": 484966400 }, { "epoch": 0.15, "learning_rate": 0.0008616449348044133, "loss": 1.6428, "theoretical_loss": 3.9561929465753485, "tokens_seen": 485031936 }, { "epoch": 0.15, "learning_rate": 0.0008616248746238717, "loss": 1.7151, "theoretical_loss": 3.9561354900864876, "tokens_seen": 485097472 }, { "epoch": 0.15, "learning_rate": 0.00086160481444333, "loss": 1.6437, "theoretical_loss": 3.956078043532502, "tokens_seen": 485163008 }, { "epoch": 0.15, "learning_rate": 0.0008615847542627884, "loss": 1.6562, "theoretical_loss": 3.9560206069103314, "tokens_seen": 485228544 }, { "epoch": 0.15, "learning_rate": 0.0008615646940822469, "loss": 1.7284, "theoretical_loss": 3.9559631802169193, "tokens_seen": 485294080 }, { "epoch": 0.15, "learning_rate": 0.0008615446339017051, "loss": 1.6371, "theoretical_loss": 3.955905763449208, "tokens_seen": 485359616 }, { "epoch": 0.15, "learning_rate": 0.0008615245737211636, "loss": 1.7452, "theoretical_loss": 3.9558483566041422, "tokens_seen": 485425152 }, { "epoch": 0.15, "learning_rate": 0.0008615045135406218, "loss": 1.6399, "theoretical_loss": 3.9557909596786676, "tokens_seen": 485490688 }, { "epoch": 0.15, "learning_rate": 0.0008614844533600803, "loss": 1.6872, "theoretical_loss": 3.9557335726697316, "tokens_seen": 485556224 }, { "epoch": 0.15, "learning_rate": 0.0008614643931795387, "loss": 1.6266, "theoretical_loss": 3.9556761955742834, "tokens_seen": 485621760 }, { "epoch": 0.15, "learning_rate": 0.000861444332998997, "loss": 1.6871, "theoretical_loss": 3.955618828389272, "tokens_seen": 485687296 }, { "epoch": 0.15, "learning_rate": 0.0008614242728184554, "loss": 1.61, "theoretical_loss": 3.9555614711116487, "tokens_seen": 485752832 }, { "epoch": 0.15, "learning_rate": 0.0008614042126379138, "loss": 1.7205, "theoretical_loss": 3.9555041237383675, "tokens_seen": 485818368 }, { "epoch": 0.15, "learning_rate": 0.0008613841524573721, "loss": 1.6493, "theoretical_loss": 3.9554467862663807, "tokens_seen": 485883904 }, { "epoch": 0.15, "learning_rate": 0.0008613640922768306, "loss": 1.5156, "theoretical_loss": 3.955389458692645, "tokens_seen": 485949440 }, { "epoch": 0.15, "learning_rate": 0.0008613440320962888, "loss": 1.6917, "theoretical_loss": 3.9553321410141162, "tokens_seen": 486014976 }, { "epoch": 0.15, "learning_rate": 0.0008613239719157473, "loss": 1.6528, "theoretical_loss": 3.9552748332277528, "tokens_seen": 486080512 }, { "epoch": 0.15, "learning_rate": 0.0008613039117352056, "loss": 1.6826, "theoretical_loss": 3.9552175353305135, "tokens_seen": 486146048 }, { "epoch": 0.15, "learning_rate": 0.000861283851554664, "loss": 1.6517, "theoretical_loss": 3.9551602473193603, "tokens_seen": 486211584 }, { "epoch": 0.15, "learning_rate": 0.0008612637913741224, "loss": 1.5281, "theoretical_loss": 3.9551029691912545, "tokens_seen": 486277120 }, { "epoch": 0.15, "learning_rate": 0.0008612437311935808, "loss": 1.8018, "theoretical_loss": 3.955045700943159, "tokens_seen": 486342656 }, { "epoch": 0.15, "learning_rate": 0.0008612236710130391, "loss": 1.6226, "theoretical_loss": 3.95498844257204, "tokens_seen": 486408192 }, { "epoch": 0.15, "learning_rate": 0.0008612036108324976, "loss": 1.6285, "theoretical_loss": 3.9549311940748626, "tokens_seen": 486473728 }, { "epoch": 0.15, "learning_rate": 0.0008611835506519558, "loss": 1.5453, "theoretical_loss": 3.954873955448594, "tokens_seen": 486539264 }, { "epoch": 0.15, "learning_rate": 0.0008611634904714143, "loss": 1.6237, "theoretical_loss": 3.9548167266902037, "tokens_seen": 486604800 }, { "epoch": 0.15, "learning_rate": 0.0008611434302908726, "loss": 1.6427, "theoretical_loss": 3.9547595077966617, "tokens_seen": 486670336 }, { "epoch": 0.15, "learning_rate": 0.000861123370110331, "loss": 1.643, "theoretical_loss": 3.954702298764939, "tokens_seen": 486735872 }, { "epoch": 0.15, "learning_rate": 0.0008611033099297894, "loss": 1.7013, "theoretical_loss": 3.9546450995920086, "tokens_seen": 486801408 }, { "epoch": 0.15, "learning_rate": 0.0008610832497492478, "loss": 1.6646, "theoretical_loss": 3.9545879102748454, "tokens_seen": 486866944 }, { "epoch": 0.15, "learning_rate": 0.0008610631895687061, "loss": 1.6002, "theoretical_loss": 3.954530730810424, "tokens_seen": 486932480 }, { "epoch": 0.15, "learning_rate": 0.0008610431293881645, "loss": 1.5922, "theoretical_loss": 3.954473561195721, "tokens_seen": 486998016 }, { "epoch": 0.15, "learning_rate": 0.0008610230692076229, "loss": 1.6364, "theoretical_loss": 3.954416401427715, "tokens_seen": 487063552 }, { "epoch": 0.15, "learning_rate": 0.0008610030090270813, "loss": 1.6667, "theoretical_loss": 3.9543592515033854, "tokens_seen": 487129088 }, { "epoch": 0.15, "learning_rate": 0.0008609829488465396, "loss": 1.5311, "theoretical_loss": 3.9543021114197137, "tokens_seen": 487194624 }, { "epoch": 0.15, "learning_rate": 0.000860962888665998, "loss": 1.5933, "theoretical_loss": 3.9542449811736806, "tokens_seen": 487260160 }, { "epoch": 0.15, "learning_rate": 0.0008609428284854563, "loss": 1.682, "theoretical_loss": 3.9541878607622705, "tokens_seen": 487325696 }, { "epoch": 0.15, "learning_rate": 0.0008609227683049148, "loss": 1.5848, "theoretical_loss": 3.9541307501824683, "tokens_seen": 487391232 }, { "epoch": 0.15, "learning_rate": 0.0008609027081243731, "loss": 1.6445, "theoretical_loss": 3.95407364943126, "tokens_seen": 487456768 }, { "epoch": 0.15, "learning_rate": 0.0008608826479438315, "loss": 1.5271, "theoretical_loss": 3.954016558505633, "tokens_seen": 487522304 }, { "epoch": 0.15, "learning_rate": 0.0008608625877632899, "loss": 1.5393, "theoretical_loss": 3.9539594774025755, "tokens_seen": 487587840 }, { "epoch": 0.15, "learning_rate": 0.0008608425275827483, "loss": 1.5841, "theoretical_loss": 3.9539024061190786, "tokens_seen": 487653376 }, { "epoch": 0.15, "learning_rate": 0.0008608224674022066, "loss": 1.57, "theoretical_loss": 3.953845344652133, "tokens_seen": 487718912 }, { "epoch": 0.15, "learning_rate": 0.0008608024072216651, "loss": 1.6846, "theoretical_loss": 3.9537882929987322, "tokens_seen": 487784448 }, { "epoch": 0.15, "learning_rate": 0.0008607823470411233, "loss": 1.7473, "theoretical_loss": 3.9537312511558698, "tokens_seen": 487849984 }, { "epoch": 0.15, "learning_rate": 0.0008607622868605818, "loss": 1.5851, "theoretical_loss": 3.9536742191205407, "tokens_seen": 487915520 }, { "epoch": 0.15, "learning_rate": 0.0008607422266800401, "loss": 1.6263, "theoretical_loss": 3.9536171968897427, "tokens_seen": 487981056 }, { "epoch": 0.15, "learning_rate": 0.0008607221664994985, "loss": 1.6595, "theoretical_loss": 3.953560184460473, "tokens_seen": 488046592 }, { "epoch": 0.15, "learning_rate": 0.0008607021063189569, "loss": 1.6056, "theoretical_loss": 3.953503181829732, "tokens_seen": 488112128 }, { "epoch": 0.15, "learning_rate": 0.0008606820461384152, "loss": 1.6239, "theoretical_loss": 3.95344618899452, "tokens_seen": 488177664 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.488285094499588, "objective/train/docs_used": 183865, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.634871244430542, "objective/train/original_loss": 1.634871244430542, "objective/train/theoretical_loss": 3.9533892059518383, "objective/train/tokens_used": 508703200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.240000382065773, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500484704971313, "objective/train/weighted_lm_loss": 1.7165744304656982, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9533892059518383, "tokens_seen": 488243200 }, { "epoch": 0.15, "learning_rate": 0.0008606619859578736, "loss": 1.7296, "theoretical_loss": 3.9533892059518383, "tokens_seen": 488243200 }, { "epoch": 0.15, "learning_rate": 0.0008606419257773321, "loss": 1.5925, "theoretical_loss": 3.95333223269869, "tokens_seen": 488308736 }, { "epoch": 0.15, "learning_rate": 0.0008606218655967903, "loss": 1.658, "theoretical_loss": 3.9532752692320816, "tokens_seen": 488374272 }, { "epoch": 0.15, "learning_rate": 0.0008606018054162488, "loss": 1.6043, "theoretical_loss": 3.9532183155490177, "tokens_seen": 488439808 }, { "epoch": 0.15, "learning_rate": 0.000860581745235707, "loss": 1.7125, "theoretical_loss": 3.953161371646506, "tokens_seen": 488505344 }, { "epoch": 0.15, "learning_rate": 0.0008605616850551655, "loss": 1.4775, "theoretical_loss": 3.9531044375215547, "tokens_seen": 488570880 }, { "epoch": 0.15, "learning_rate": 0.0008605416248746239, "loss": 1.5956, "theoretical_loss": 3.9530475131711746, "tokens_seen": 488636416 }, { "epoch": 0.15, "learning_rate": 0.0008605215646940822, "loss": 1.6439, "theoretical_loss": 3.9529905985923763, "tokens_seen": 488701952 }, { "epoch": 0.15, "learning_rate": 0.0008605015045135406, "loss": 1.5719, "theoretical_loss": 3.952933693782172, "tokens_seen": 488767488 }, { "epoch": 0.15, "learning_rate": 0.0008604814443329991, "loss": 1.5986, "theoretical_loss": 3.9528767987375764, "tokens_seen": 488833024 }, { "epoch": 0.15, "learning_rate": 0.0008604613841524573, "loss": 1.6765, "theoretical_loss": 3.9528199134556044, "tokens_seen": 488898560 }, { "epoch": 0.15, "learning_rate": 0.0008604413239719158, "loss": 1.6545, "theoretical_loss": 3.9527630379332725, "tokens_seen": 488964096 }, { "epoch": 0.15, "learning_rate": 0.000860421263791374, "loss": 1.6569, "theoretical_loss": 3.9527061721675985, "tokens_seen": 489029632 }, { "epoch": 0.15, "learning_rate": 0.0008604012036108325, "loss": 1.6657, "theoretical_loss": 3.9526493161556013, "tokens_seen": 489095168 }, { "epoch": 0.15, "learning_rate": 0.0008603811434302909, "loss": 1.6495, "theoretical_loss": 3.9525924698943022, "tokens_seen": 489160704 }, { "epoch": 0.15, "learning_rate": 0.0008603610832497492, "loss": 1.687, "theoretical_loss": 3.952535633380722, "tokens_seen": 489226240 }, { "epoch": 0.15, "learning_rate": 0.0008603410230692077, "loss": 1.5027, "theoretical_loss": 3.9524788066118837, "tokens_seen": 489291776 }, { "epoch": 0.15, "learning_rate": 0.000860320962888666, "loss": 1.6547, "theoretical_loss": 3.9524219895848116, "tokens_seen": 489357312 }, { "epoch": 0.15, "learning_rate": 0.0008603009027081244, "loss": 1.6899, "theoretical_loss": 3.952365182296533, "tokens_seen": 489422848 }, { "epoch": 0.15, "learning_rate": 0.0008602808425275828, "loss": 1.6411, "theoretical_loss": 3.952308384744073, "tokens_seen": 489488384 }, { "epoch": 0.15, "learning_rate": 0.0008602607823470412, "loss": 1.6792, "theoretical_loss": 3.9522515969244605, "tokens_seen": 489553920 }, { "epoch": 0.15, "learning_rate": 0.0008602407221664995, "loss": 1.5841, "theoretical_loss": 3.952194818834725, "tokens_seen": 489619456 }, { "epoch": 0.15, "learning_rate": 0.000860220661985958, "loss": 1.7696, "theoretical_loss": 3.9521380504718975, "tokens_seen": 489684992 }, { "epoch": 0.15, "learning_rate": 0.0008602006018054162, "loss": 1.7318, "theoretical_loss": 3.952081291833011, "tokens_seen": 489750528 }, { "epoch": 0.15, "learning_rate": 0.0008601805416248747, "loss": 1.5766, "theoretical_loss": 3.9520245429150975, "tokens_seen": 489816064 }, { "epoch": 0.15, "learning_rate": 0.000860160481444333, "loss": 1.6828, "theoretical_loss": 3.951967803715193, "tokens_seen": 489881600 }, { "epoch": 0.15, "learning_rate": 0.0008601404212637914, "loss": 1.7221, "theoretical_loss": 3.9519110742303325, "tokens_seen": 489947136 }, { "epoch": 0.15, "learning_rate": 0.0008601203610832498, "loss": 1.7698, "theoretical_loss": 3.951854354457554, "tokens_seen": 490012672 }, { "epoch": 0.15, "learning_rate": 0.0008601003009027082, "loss": 1.6475, "theoretical_loss": 3.951797644393897, "tokens_seen": 490078208 }, { "epoch": 0.15, "learning_rate": 0.0008600802407221665, "loss": 1.5595, "theoretical_loss": 3.9517409440364, "tokens_seen": 490143744 }, { "epoch": 0.15, "learning_rate": 0.0008600601805416249, "loss": 1.5627, "theoretical_loss": 3.951684253382105, "tokens_seen": 490209280 }, { "epoch": 0.15, "learning_rate": 0.0008600401203610833, "loss": 1.6962, "theoretical_loss": 3.9516275724280545, "tokens_seen": 490274816 }, { "epoch": 0.15, "learning_rate": 0.0008600200601805417, "loss": 1.6326, "theoretical_loss": 3.9515709011712934, "tokens_seen": 490340352 }, { "epoch": 0.15, "learning_rate": 0.00086, "loss": 1.6999, "theoretical_loss": 3.9515142396088647, "tokens_seen": 490405888 }, { "epoch": 0.15, "learning_rate": 0.0008599799398194584, "loss": 1.5187, "theoretical_loss": 3.951457587737817, "tokens_seen": 490471424 }, { "epoch": 0.15, "learning_rate": 0.0008599598796389167, "loss": 1.5951, "theoretical_loss": 3.9514009455551973, "tokens_seen": 490536960 }, { "epoch": 0.15, "learning_rate": 0.0008599398194583752, "loss": 1.6903, "theoretical_loss": 3.951344313058054, "tokens_seen": 490602496 }, { "epoch": 0.15, "learning_rate": 0.0008599197592778335, "loss": 1.6521, "theoretical_loss": 3.951287690243438, "tokens_seen": 490668032 }, { "epoch": 0.15, "learning_rate": 0.0008598996990972919, "loss": 1.6147, "theoretical_loss": 3.9512310771084014, "tokens_seen": 490733568 }, { "epoch": 0.15, "learning_rate": 0.0008598796389167503, "loss": 1.6771, "theoretical_loss": 3.9511744736499965, "tokens_seen": 490799104 }, { "epoch": 0.15, "learning_rate": 0.0008598595787362087, "loss": 1.7336, "theoretical_loss": 3.951117879865278, "tokens_seen": 490864640 }, { "epoch": 0.15, "learning_rate": 0.000859839518555667, "loss": 1.5961, "theoretical_loss": 3.951061295751301, "tokens_seen": 490930176 }, { "epoch": 0.15, "learning_rate": 0.0008598194583751255, "loss": 1.6592, "theoretical_loss": 3.951004721305123, "tokens_seen": 490995712 }, { "epoch": 0.15, "learning_rate": 0.0008597993981945837, "loss": 1.6885, "theoretical_loss": 3.9509481565238014, "tokens_seen": 491061248 }, { "epoch": 0.15, "learning_rate": 0.0008597793380140422, "loss": 1.655, "theoretical_loss": 3.950891601404395, "tokens_seen": 491126784 }, { "epoch": 0.15, "learning_rate": 0.0008597592778335005, "loss": 1.5425, "theoretical_loss": 3.9508350559439664, "tokens_seen": 491192320 }, { "epoch": 0.15, "learning_rate": 0.0008597392176529589, "loss": 1.6547, "theoretical_loss": 3.950778520139576, "tokens_seen": 491257856 }, { "epoch": 0.15, "learning_rate": 0.0008597191574724173, "loss": 1.6784, "theoretical_loss": 3.9507219939882874, "tokens_seen": 491323392 }, { "epoch": 0.15, "learning_rate": 0.0008596990972918756, "loss": 1.6538, "theoretical_loss": 3.9506654774871652, "tokens_seen": 491388928 }, { "epoch": 0.15, "learning_rate": 0.000859679037111334, "loss": 1.64, "theoretical_loss": 3.950608970633275, "tokens_seen": 491454464 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.4913667142391205, "objective/train/docs_used": 185162, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5327297449111938, "objective/train/original_loss": 1.5327297449111938, "objective/train/theoretical_loss": 3.9505524734236848, "objective/train/tokens_used": 511980000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24189111590385437, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503664016723633, "objective/train/weighted_lm_loss": 1.609784483909607, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9753099083900452, "theoretical_loss": 3.9505524734236848, "tokens_seen": 491520000 }, { "epoch": 0.15, "learning_rate": 0.0008596589769307925, "loss": 1.6483, "theoretical_loss": 3.9505524734236848, "tokens_seen": 491520000 }, { "epoch": 0.15, "learning_rate": 0.0008596389167502507, "loss": 1.5931, "theoretical_loss": 3.9504959858554622, "tokens_seen": 491585536 }, { "epoch": 0.15, "learning_rate": 0.0008596188565697092, "loss": 1.5681, "theoretical_loss": 3.950439507925677, "tokens_seen": 491651072 }, { "epoch": 0.15, "learning_rate": 0.0008595987963891674, "loss": 1.5339, "theoretical_loss": 3.9503830396314, "tokens_seen": 491716608 }, { "epoch": 0.15, "learning_rate": 0.0008595787362086259, "loss": 1.7121, "theoretical_loss": 3.950326580969703, "tokens_seen": 491782144 }, { "epoch": 0.15, "learning_rate": 0.0008595586760280843, "loss": 1.6072, "theoretical_loss": 3.950270131937661, "tokens_seen": 491847680 }, { "epoch": 0.15, "learning_rate": 0.0008595386158475426, "loss": 1.7294, "theoretical_loss": 3.9502136925323477, "tokens_seen": 491913216 }, { "epoch": 0.15, "learning_rate": 0.000859518555667001, "loss": 1.7427, "theoretical_loss": 3.950157262750839, "tokens_seen": 491978752 }, { "epoch": 0.15, "learning_rate": 0.0008594984954864595, "loss": 1.6756, "theoretical_loss": 3.950100842590212, "tokens_seen": 492044288 }, { "epoch": 0.15, "learning_rate": 0.0008594784353059177, "loss": 1.6451, "theoretical_loss": 3.9500444320475467, "tokens_seen": 492109824 }, { "epoch": 0.15, "learning_rate": 0.0008594583751253762, "loss": 1.6721, "theoretical_loss": 3.949988031119922, "tokens_seen": 492175360 }, { "epoch": 0.15, "learning_rate": 0.0008594383149448344, "loss": 1.6257, "theoretical_loss": 3.9499316398044195, "tokens_seen": 492240896 }, { "epoch": 0.15, "learning_rate": 0.0008594182547642929, "loss": 1.7382, "theoretical_loss": 3.949875258098121, "tokens_seen": 492306432 }, { "epoch": 0.15, "learning_rate": 0.0008593981945837513, "loss": 1.6505, "theoretical_loss": 3.949818885998111, "tokens_seen": 492371968 }, { "epoch": 0.15, "learning_rate": 0.0008593781344032096, "loss": 1.7274, "theoretical_loss": 3.9497625235014735, "tokens_seen": 492437504 }, { "epoch": 0.15, "learning_rate": 0.000859358074222668, "loss": 1.6178, "theoretical_loss": 3.949706170605296, "tokens_seen": 492503040 }, { "epoch": 0.15, "learning_rate": 0.0008593380140421264, "loss": 1.7184, "theoretical_loss": 3.949649827306665, "tokens_seen": 492568576 }, { "epoch": 0.15, "learning_rate": 0.0008593179538615847, "loss": 1.7109, "theoretical_loss": 3.9495934936026695, "tokens_seen": 492634112 }, { "epoch": 0.15, "learning_rate": 0.0008592978936810432, "loss": 1.6992, "theoretical_loss": 3.9495371694904002, "tokens_seen": 492699648 }, { "epoch": 0.15, "learning_rate": 0.0008592778335005015, "loss": 1.5218, "theoretical_loss": 3.9494808549669473, "tokens_seen": 492765184 }, { "epoch": 0.15, "learning_rate": 0.0008592577733199599, "loss": 1.704, "theoretical_loss": 3.9494245500294047, "tokens_seen": 492830720 }, { "epoch": 0.15, "learning_rate": 0.0008592377131394182, "loss": 1.7143, "theoretical_loss": 3.949368254674866, "tokens_seen": 492896256 }, { "epoch": 0.15, "learning_rate": 0.0008592176529588766, "loss": 1.6393, "theoretical_loss": 3.9493119689004255, "tokens_seen": 492961792 }, { "epoch": 0.15, "learning_rate": 0.000859197592778335, "loss": 1.665, "theoretical_loss": 3.9492556927031806, "tokens_seen": 493027328 }, { "epoch": 0.15, "learning_rate": 0.0008591775325977934, "loss": 1.5913, "theoretical_loss": 3.949199426080228, "tokens_seen": 493092864 }, { "epoch": 0.15, "learning_rate": 0.0008591574724172517, "loss": 1.6989, "theoretical_loss": 3.949143169028668, "tokens_seen": 493158400 }, { "epoch": 0.15, "learning_rate": 0.0008591374122367102, "loss": 1.6804, "theoretical_loss": 3.9490869215455993, "tokens_seen": 493223936 }, { "epoch": 0.15, "learning_rate": 0.0008591173520561685, "loss": 1.6273, "theoretical_loss": 3.9490306836281244, "tokens_seen": 493289472 }, { "epoch": 0.15, "learning_rate": 0.0008590972918756269, "loss": 1.6909, "theoretical_loss": 3.9489744552733455, "tokens_seen": 493355008 }, { "epoch": 0.15, "learning_rate": 0.0008590772316950852, "loss": 1.677, "theoretical_loss": 3.948918236478367, "tokens_seen": 493420544 }, { "epoch": 0.15, "learning_rate": 0.0008590571715145437, "loss": 1.8298, "theoretical_loss": 3.9488620272402937, "tokens_seen": 493486080 }, { "epoch": 0.15, "learning_rate": 0.000859037111334002, "loss": 1.7091, "theoretical_loss": 3.9488058275562326, "tokens_seen": 493551616 }, { "epoch": 0.15, "learning_rate": 0.0008590170511534604, "loss": 1.8155, "theoretical_loss": 3.9487496374232913, "tokens_seen": 493617152 }, { "epoch": 0.15, "learning_rate": 0.0008589969909729187, "loss": 1.6607, "theoretical_loss": 3.948693456838579, "tokens_seen": 493682688 }, { "epoch": 0.15, "learning_rate": 0.0008589769307923771, "loss": 1.5868, "theoretical_loss": 3.9486372857992054, "tokens_seen": 493748224 }, { "epoch": 0.15, "learning_rate": 0.0008589568706118355, "loss": 1.6415, "theoretical_loss": 3.948581124302283, "tokens_seen": 493813760 }, { "epoch": 0.15, "learning_rate": 0.0008589368104312939, "loss": 1.6505, "theoretical_loss": 3.9485249723449236, "tokens_seen": 493879296 }, { "epoch": 0.15, "learning_rate": 0.0008589167502507522, "loss": 1.5553, "theoretical_loss": 3.9484688299242423, "tokens_seen": 493944832 }, { "epoch": 0.15, "learning_rate": 0.0008588966900702107, "loss": 1.5332, "theoretical_loss": 3.9484126970373534, "tokens_seen": 494010368 }, { "epoch": 0.15, "learning_rate": 0.000858876629889669, "loss": 1.7607, "theoretical_loss": 3.948356573681374, "tokens_seen": 494075904 }, { "epoch": 0.15, "learning_rate": 0.0008588565697091274, "loss": 1.6188, "theoretical_loss": 3.9483004598534217, "tokens_seen": 494141440 }, { "epoch": 0.15, "learning_rate": 0.0008588365095285859, "loss": 1.7941, "theoretical_loss": 3.9482443555506164, "tokens_seen": 494206976 }, { "epoch": 0.15, "learning_rate": 0.0008588164493480441, "loss": 1.6809, "theoretical_loss": 3.9481882607700776, "tokens_seen": 494272512 }, { "epoch": 0.15, "learning_rate": 0.0008587963891675026, "loss": 1.6599, "theoretical_loss": 3.948132175508927, "tokens_seen": 494338048 }, { "epoch": 0.15, "learning_rate": 0.0008587763289869609, "loss": 1.6267, "theoretical_loss": 3.948076099764288, "tokens_seen": 494403584 }, { "epoch": 0.15, "learning_rate": 0.0008587562688064193, "loss": 1.7205, "theoretical_loss": 3.948020033533284, "tokens_seen": 494469120 }, { "epoch": 0.15, "learning_rate": 0.0008587362086258777, "loss": 1.7124, "theoretical_loss": 3.9479639768130403, "tokens_seen": 494534656 }, { "epoch": 0.15, "learning_rate": 0.000858716148445336, "loss": 1.74, "theoretical_loss": 3.9479079296006843, "tokens_seen": 494600192 }, { "epoch": 0.15, "learning_rate": 0.0008586960882647944, "loss": 1.8365, "theoretical_loss": 3.947851891893343, "tokens_seen": 494665728 }, { "epoch": 0.15, "learning_rate": 0.0008586760280842529, "loss": 1.6611, "theoretical_loss": 3.947795863688146, "tokens_seen": 494731264 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.4944104850292206, "objective/train/docs_used": 186433, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6233147382736206, "objective/train/original_loss": 1.6233150959014893, "objective/train/theoretical_loss": 3.947739844982224, "objective/train/tokens_used": 515256800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24478408694267273, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506855249404907, "objective/train/weighted_lm_loss": 1.7054861783981323, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.947739844982224, "tokens_seen": 494796800 }, { "epoch": 0.15, "learning_rate": 0.0008586559679037111, "loss": 1.6021, "theoretical_loss": 3.947739844982224, "tokens_seen": 494796800 }, { "epoch": 0.15, "learning_rate": 0.0008586359077231696, "loss": 1.5467, "theoretical_loss": 3.9476838357727075, "tokens_seen": 494862336 }, { "epoch": 0.15, "learning_rate": 0.0008586158475426278, "loss": 1.5192, "theoretical_loss": 3.9476278360567303, "tokens_seen": 494927872 }, { "epoch": 0.15, "learning_rate": 0.0008585957873620863, "loss": 1.6917, "theoretical_loss": 3.9475718458314257, "tokens_seen": 494993408 }, { "epoch": 0.15, "learning_rate": 0.0008585757271815447, "loss": 1.6019, "theoretical_loss": 3.94751586509393, "tokens_seen": 495058944 }, { "epoch": 0.15, "learning_rate": 0.000858555667001003, "loss": 1.6493, "theoretical_loss": 3.9474598938413785, "tokens_seen": 495124480 }, { "epoch": 0.15, "learning_rate": 0.0008585356068204614, "loss": 1.6765, "theoretical_loss": 3.9474039320709107, "tokens_seen": 495190016 }, { "epoch": 0.15, "learning_rate": 0.0008585155466399199, "loss": 1.7863, "theoretical_loss": 3.9473479797796633, "tokens_seen": 495255552 }, { "epoch": 0.15, "learning_rate": 0.0008584954864593781, "loss": 1.7943, "theoretical_loss": 3.947292036964779, "tokens_seen": 495321088 }, { "epoch": 0.15, "learning_rate": 0.0008584754262788366, "loss": 1.6114, "theoretical_loss": 3.947236103623398, "tokens_seen": 495386624 }, { "epoch": 0.15, "learning_rate": 0.0008584553660982948, "loss": 1.6652, "theoretical_loss": 3.9471801797526633, "tokens_seen": 495452160 }, { "epoch": 0.15, "learning_rate": 0.0008584353059177533, "loss": 1.5683, "theoretical_loss": 3.947124265349719, "tokens_seen": 495517696 }, { "epoch": 0.15, "learning_rate": 0.0008584152457372117, "loss": 1.5359, "theoretical_loss": 3.9470683604117105, "tokens_seen": 495583232 }, { "epoch": 0.15, "learning_rate": 0.00085839518555667, "loss": 1.7465, "theoretical_loss": 3.947012464935784, "tokens_seen": 495648768 }, { "epoch": 0.15, "learning_rate": 0.0008583751253761284, "loss": 1.6241, "theoretical_loss": 3.946956578919088, "tokens_seen": 495714304 }, { "epoch": 0.15, "learning_rate": 0.0008583550651955868, "loss": 1.5361, "theoretical_loss": 3.9469007023587697, "tokens_seen": 495779840 }, { "epoch": 0.15, "learning_rate": 0.0008583350050150451, "loss": 1.7957, "theoretical_loss": 3.946844835251981, "tokens_seen": 495845376 }, { "epoch": 0.15, "learning_rate": 0.0008583149448345036, "loss": 1.7185, "theoretical_loss": 3.946788977595873, "tokens_seen": 495910912 }, { "epoch": 0.15, "learning_rate": 0.0008582948846539619, "loss": 1.6026, "theoretical_loss": 3.9467331293875976, "tokens_seen": 495976448 }, { "epoch": 0.15, "learning_rate": 0.0008582748244734203, "loss": 1.708, "theoretical_loss": 3.9466772906243097, "tokens_seen": 496041984 }, { "epoch": 0.15, "learning_rate": 0.0008582547642928786, "loss": 1.6868, "theoretical_loss": 3.946621461303164, "tokens_seen": 496107520 }, { "epoch": 0.15, "learning_rate": 0.000858234704112337, "loss": 1.6382, "theoretical_loss": 3.9465656414213166, "tokens_seen": 496173056 }, { "epoch": 0.15, "learning_rate": 0.0008582146439317954, "loss": 1.6916, "theoretical_loss": 3.9465098309759252, "tokens_seen": 496238592 }, { "epoch": 0.15, "learning_rate": 0.0008581945837512538, "loss": 1.691, "theoretical_loss": 3.9464540299641495, "tokens_seen": 496304128 }, { "epoch": 0.15, "learning_rate": 0.0008581745235707121, "loss": 1.5692, "theoretical_loss": 3.946398238383148, "tokens_seen": 496369664 }, { "epoch": 0.15, "learning_rate": 0.0008581544633901706, "loss": 1.6496, "theoretical_loss": 3.9463424562300835, "tokens_seen": 496435200 }, { "epoch": 0.15, "learning_rate": 0.0008581344032096289, "loss": 1.7202, "theoretical_loss": 3.9462866835021178, "tokens_seen": 496500736 }, { "epoch": 0.15, "learning_rate": 0.0008581143430290873, "loss": 1.6107, "theoretical_loss": 3.946230920196414, "tokens_seen": 496566272 }, { "epoch": 0.15, "learning_rate": 0.0008580942828485456, "loss": 1.6035, "theoretical_loss": 3.9461751663101388, "tokens_seen": 496631808 }, { "epoch": 0.15, "learning_rate": 0.0008580742226680041, "loss": 1.7093, "theoretical_loss": 3.946119421840457, "tokens_seen": 496697344 }, { "epoch": 0.15, "learning_rate": 0.0008580541624874624, "loss": 1.7058, "theoretical_loss": 3.9460636867845365, "tokens_seen": 496762880 }, { "epoch": 0.15, "learning_rate": 0.0008580341023069208, "loss": 1.6845, "theoretical_loss": 3.9460079611395456, "tokens_seen": 496828416 }, { "epoch": 0.15, "learning_rate": 0.0008580140421263791, "loss": 1.6648, "theoretical_loss": 3.9459522449026547, "tokens_seen": 496893952 }, { "epoch": 0.15, "learning_rate": 0.0008579939819458375, "loss": 1.6558, "theoretical_loss": 3.945896538071035, "tokens_seen": 496959488 }, { "epoch": 0.15, "learning_rate": 0.0008579739217652959, "loss": 1.6979, "theoretical_loss": 3.9458408406418584, "tokens_seen": 497025024 }, { "epoch": 0.15, "learning_rate": 0.0008579538615847543, "loss": 1.6416, "theoretical_loss": 3.9457851526122987, "tokens_seen": 497090560 }, { "epoch": 0.15, "learning_rate": 0.0008579338014042126, "loss": 1.6168, "theoretical_loss": 3.9457294739795303, "tokens_seen": 497156096 }, { "epoch": 0.15, "learning_rate": 0.0008579137412236711, "loss": 1.7117, "theoretical_loss": 3.9456738047407294, "tokens_seen": 497221632 }, { "epoch": 0.15, "learning_rate": 0.0008578936810431294, "loss": 1.5237, "theoretical_loss": 3.945618144893073, "tokens_seen": 497287168 }, { "epoch": 0.15, "learning_rate": 0.0008578736208625878, "loss": 1.7463, "theoretical_loss": 3.945562494433741, "tokens_seen": 497352704 }, { "epoch": 0.15, "learning_rate": 0.0008578535606820461, "loss": 1.7703, "theoretical_loss": 3.9455068533599107, "tokens_seen": 497418240 }, { "epoch": 0.15, "learning_rate": 0.0008578335005015045, "loss": 1.6323, "theoretical_loss": 3.9454512216687645, "tokens_seen": 497483776 }, { "epoch": 0.15, "learning_rate": 0.0008578134403209629, "loss": 1.6856, "theoretical_loss": 3.9453955993574845, "tokens_seen": 497549312 }, { "epoch": 0.15, "learning_rate": 0.0008577933801404213, "loss": 1.6327, "theoretical_loss": 3.945339986423254, "tokens_seen": 497614848 }, { "epoch": 0.15, "learning_rate": 0.0008577733199598796, "loss": 1.6471, "theoretical_loss": 3.9452843828632562, "tokens_seen": 497680384 }, { "epoch": 0.15, "learning_rate": 0.0008577532597793381, "loss": 1.6732, "theoretical_loss": 3.945228788674678, "tokens_seen": 497745920 }, { "epoch": 0.15, "learning_rate": 0.0008577331995987963, "loss": 1.6235, "theoretical_loss": 3.945173203854707, "tokens_seen": 497811456 }, { "epoch": 0.15, "learning_rate": 0.0008577131394182548, "loss": 1.6917, "theoretical_loss": 3.9451176284005296, "tokens_seen": 497876992 }, { "epoch": 0.15, "learning_rate": 0.0008576930792377132, "loss": 1.6517, "theoretical_loss": 3.945062062309337, "tokens_seen": 497942528 }, { "epoch": 0.15, "learning_rate": 0.0008576730190571715, "loss": 1.7057, "theoretical_loss": 3.9450065055783186, "tokens_seen": 498008064 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.4921090602874756, "objective/train/docs_used": 187487, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.686283826828003, "objective/train/original_loss": 1.686283826828003, "objective/train/theoretical_loss": 3.9449509582046662, "objective/train/tokens_used": 518533600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2426682561635971, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050444483757019, "objective/train/weighted_lm_loss": 1.7715121507644653, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9449509582046662, "tokens_seen": 498073600 }, { "epoch": 0.15, "learning_rate": 0.0008576529588766299, "loss": 1.7322, "theoretical_loss": 3.9449509582046662, "tokens_seen": 498073600 }, { "epoch": 0.15, "learning_rate": 0.0008576328986960882, "loss": 1.622, "theoretical_loss": 3.944895420185574, "tokens_seen": 498139136 }, { "epoch": 0.15, "learning_rate": 0.0008576128385155466, "loss": 1.7711, "theoretical_loss": 3.944839891518235, "tokens_seen": 498204672 }, { "epoch": 0.15, "learning_rate": 0.0008575927783350051, "loss": 1.6856, "theoretical_loss": 3.9447843721998455, "tokens_seen": 498270208 }, { "epoch": 0.15, "learning_rate": 0.0008575727181544633, "loss": 1.5376, "theoretical_loss": 3.944728862227601, "tokens_seen": 498335744 }, { "epoch": 0.15, "learning_rate": 0.0008575526579739218, "loss": 1.5706, "theoretical_loss": 3.9446733615987, "tokens_seen": 498401280 }, { "epoch": 0.15, "learning_rate": 0.0008575325977933802, "loss": 1.6647, "theoretical_loss": 3.944617870310343, "tokens_seen": 498466816 }, { "epoch": 0.15, "learning_rate": 0.0008575125376128385, "loss": 1.6552, "theoretical_loss": 3.944562388359728, "tokens_seen": 498532352 }, { "epoch": 0.15, "learning_rate": 0.0008574924774322969, "loss": 1.5662, "theoretical_loss": 3.9445069157440575, "tokens_seen": 498597888 }, { "epoch": 0.15, "learning_rate": 0.0008574724172517552, "loss": 1.7122, "theoretical_loss": 3.9444514524605347, "tokens_seen": 498663424 }, { "epoch": 0.15, "learning_rate": 0.0008574523570712136, "loss": 1.6933, "theoretical_loss": 3.9443959985063626, "tokens_seen": 498728960 }, { "epoch": 0.15, "learning_rate": 0.0008574322968906721, "loss": 1.7744, "theoretical_loss": 3.9443405538787464, "tokens_seen": 498794496 }, { "epoch": 0.15, "learning_rate": 0.0008574122367101303, "loss": 1.6706, "theoretical_loss": 3.944285118574893, "tokens_seen": 498860032 }, { "epoch": 0.15, "learning_rate": 0.0008573921765295888, "loss": 1.5819, "theoretical_loss": 3.9442296925920095, "tokens_seen": 498925568 }, { "epoch": 0.15, "learning_rate": 0.0008573721163490471, "loss": 1.8027, "theoretical_loss": 3.944174275927305, "tokens_seen": 498991104 }, { "epoch": 0.15, "learning_rate": 0.0008573520561685055, "loss": 1.7501, "theoretical_loss": 3.9441188685779887, "tokens_seen": 499056640 }, { "epoch": 0.15, "learning_rate": 0.000857331995987964, "loss": 1.6712, "theoretical_loss": 3.9440634705412725, "tokens_seen": 499122176 }, { "epoch": 0.15, "learning_rate": 0.0008573119358074223, "loss": 1.7242, "theoretical_loss": 3.9440080818143683, "tokens_seen": 499187712 }, { "epoch": 0.15, "learning_rate": 0.0008572918756268807, "loss": 1.6799, "theoretical_loss": 3.9439527023944896, "tokens_seen": 499253248 }, { "epoch": 0.15, "learning_rate": 0.000857271815446339, "loss": 1.7857, "theoretical_loss": 3.9438973322788518, "tokens_seen": 499318784 }, { "epoch": 0.15, "learning_rate": 0.0008572517552657974, "loss": 1.6998, "theoretical_loss": 3.9438419714646695, "tokens_seen": 499384320 }, { "epoch": 0.15, "learning_rate": 0.0008572316950852558, "loss": 1.8287, "theoretical_loss": 3.943786619949161, "tokens_seen": 499449856 }, { "epoch": 0.15, "learning_rate": 0.0008572116349047142, "loss": 1.6951, "theoretical_loss": 3.943731277729544, "tokens_seen": 499515392 }, { "epoch": 0.15, "learning_rate": 0.0008571915747241725, "loss": 1.7141, "theoretical_loss": 3.9436759448030383, "tokens_seen": 499580928 }, { "epoch": 0.15, "learning_rate": 0.000857171514543631, "loss": 1.8381, "theoretical_loss": 3.9436206211668647, "tokens_seen": 499646464 }, { "epoch": 0.15, "learning_rate": 0.0008571514543630893, "loss": 1.713, "theoretical_loss": 3.943565306818245, "tokens_seen": 499712000 }, { "epoch": 0.15, "learning_rate": 0.0008571313941825477, "loss": 1.6078, "theoretical_loss": 3.943510001754402, "tokens_seen": 499777536 }, { "epoch": 0.15, "learning_rate": 0.000857111334002006, "loss": 1.6472, "theoretical_loss": 3.9434547059725604, "tokens_seen": 499843072 }, { "epoch": 0.15, "learning_rate": 0.0008570912738214645, "loss": 1.7676, "theoretical_loss": 3.9433994194699453, "tokens_seen": 499908608 }, { "epoch": 0.15, "learning_rate": 0.0008570712136409228, "loss": 1.844, "theoretical_loss": 3.9433441422437836, "tokens_seen": 499974144 }, { "epoch": 0.15, "learning_rate": 0.0008570511534603812, "loss": 1.7302, "theoretical_loss": 3.9432888742913033, "tokens_seen": 500039680 }, { "epoch": 0.15, "learning_rate": 0.0008570310932798395, "loss": 1.8328, "theoretical_loss": 3.943233615609733, "tokens_seen": 500105216 }, { "epoch": 0.15, "learning_rate": 0.0008570110330992979, "loss": 1.8726, "theoretical_loss": 3.943178366196304, "tokens_seen": 500170752 }, { "epoch": 0.15, "learning_rate": 0.0008569909729187563, "loss": 1.7599, "theoretical_loss": 3.9431231260482464, "tokens_seen": 500236288 }, { "epoch": 0.15, "learning_rate": 0.0008569709127382147, "loss": 1.7863, "theoretical_loss": 3.9430678951627938, "tokens_seen": 500301824 }, { "epoch": 0.15, "learning_rate": 0.000856950852557673, "loss": 1.7858, "theoretical_loss": 3.94301267353718, "tokens_seen": 500367360 }, { "epoch": 0.15, "learning_rate": 0.0008569307923771315, "loss": 1.7798, "theoretical_loss": 3.942957461168639, "tokens_seen": 500432896 }, { "epoch": 0.15, "learning_rate": 0.0008569107321965898, "loss": 1.8921, "theoretical_loss": 3.942902258054408, "tokens_seen": 500498432 }, { "epoch": 0.15, "learning_rate": 0.0008568906720160482, "loss": 1.7891, "theoretical_loss": 3.9428470641917244, "tokens_seen": 500563968 }, { "epoch": 0.15, "learning_rate": 0.0008568706118355065, "loss": 1.8246, "theoretical_loss": 3.9427918795778267, "tokens_seen": 500629504 }, { "epoch": 0.15, "learning_rate": 0.0008568505516549649, "loss": 1.7398, "theoretical_loss": 3.9427367042099544, "tokens_seen": 500695040 }, { "epoch": 0.15, "learning_rate": 0.0008568304914744233, "loss": 1.6855, "theoretical_loss": 3.9426815380853477, "tokens_seen": 500760576 }, { "epoch": 0.15, "learning_rate": 0.0008568104312938817, "loss": 1.6292, "theoretical_loss": 3.9426263812012503, "tokens_seen": 500826112 }, { "epoch": 0.15, "learning_rate": 0.00085679037111334, "loss": 1.716, "theoretical_loss": 3.9425712335549044, "tokens_seen": 500891648 }, { "epoch": 0.15, "learning_rate": 0.0008567703109327985, "loss": 1.7085, "theoretical_loss": 3.942516095143555, "tokens_seen": 500957184 }, { "epoch": 0.15, "learning_rate": 0.0008567502507522567, "loss": 1.7111, "theoretical_loss": 3.9424609659644476, "tokens_seen": 501022720 }, { "epoch": 0.15, "learning_rate": 0.0008567301905717152, "loss": 1.8806, "theoretical_loss": 3.9424058460148292, "tokens_seen": 501088256 }, { "epoch": 0.15, "learning_rate": 0.0008567101303911736, "loss": 1.7525, "theoretical_loss": 3.9423507352919476, "tokens_seen": 501153792 }, { "epoch": 0.15, "learning_rate": 0.0008566900702106319, "loss": 1.8146, "theoretical_loss": 3.9422956337930524, "tokens_seen": 501219328 }, { "epoch": 0.15, "learning_rate": 0.0008566700100300903, "loss": 1.7736, "theoretical_loss": 3.9422405415153934, "tokens_seen": 501284864 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.49449148774147034, "objective/train/docs_used": 188727, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5148030519485474, "objective/train/original_loss": 1.5148030519485474, "objective/train/theoretical_loss": 3.9421854584562226, "objective/train/tokens_used": 521810400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24478769302368164, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506936311721802, "objective/train/weighted_lm_loss": 1.5914528369903564, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9421854584562226, "tokens_seen": 501350400 }, { "epoch": 0.15, "learning_rate": 0.0008566499498495486, "loss": 1.7312, "theoretical_loss": 3.9421854584562226, "tokens_seen": 501350400 }, { "epoch": 0.15, "learning_rate": 0.000856629889669007, "loss": 1.6754, "theoretical_loss": 3.942130384612793, "tokens_seen": 501415936 }, { "epoch": 0.15, "learning_rate": 0.0008566098294884655, "loss": 1.726, "theoretical_loss": 3.942075319982358, "tokens_seen": 501481472 }, { "epoch": 0.15, "learning_rate": 0.0008565897693079237, "loss": 1.8364, "theoretical_loss": 3.9420202645621725, "tokens_seen": 501547008 }, { "epoch": 0.15, "learning_rate": 0.0008565697091273822, "loss": 1.7069, "theoretical_loss": 3.9419652183494938, "tokens_seen": 501612544 }, { "epoch": 0.15, "learning_rate": 0.0008565496489468406, "loss": 1.7698, "theoretical_loss": 3.9419101813415787, "tokens_seen": 501678080 }, { "epoch": 0.15, "learning_rate": 0.0008565295887662989, "loss": 1.663, "theoretical_loss": 3.941855153535686, "tokens_seen": 501743616 }, { "epoch": 0.15, "learning_rate": 0.0008565095285857573, "loss": 1.6876, "theoretical_loss": 3.941800134929075, "tokens_seen": 501809152 }, { "epoch": 0.15, "learning_rate": 0.0008564894684052156, "loss": 1.7476, "theoretical_loss": 3.9417451255190077, "tokens_seen": 501874688 }, { "epoch": 0.15, "learning_rate": 0.000856469408224674, "loss": 1.808, "theoretical_loss": 3.9416901253027454, "tokens_seen": 501940224 }, { "epoch": 0.15, "learning_rate": 0.0008564493480441325, "loss": 1.7675, "theoretical_loss": 3.9416351342775524, "tokens_seen": 502005760 }, { "epoch": 0.15, "learning_rate": 0.0008564292878635907, "loss": 1.6907, "theoretical_loss": 3.9415801524406917, "tokens_seen": 502071296 }, { "epoch": 0.15, "learning_rate": 0.0008564092276830492, "loss": 1.7417, "theoretical_loss": 3.94152517978943, "tokens_seen": 502136832 }, { "epoch": 0.15, "learning_rate": 0.0008563891675025075, "loss": 1.588, "theoretical_loss": 3.941470216321034, "tokens_seen": 502202368 }, { "epoch": 0.15, "learning_rate": 0.0008563691073219659, "loss": 1.8457, "theoretical_loss": 3.9414152620327716, "tokens_seen": 502267904 }, { "epoch": 0.15, "learning_rate": 0.0008563490471414243, "loss": 1.6521, "theoretical_loss": 3.9413603169219122, "tokens_seen": 502333440 }, { "epoch": 0.15, "learning_rate": 0.0008563289869608827, "loss": 1.6019, "theoretical_loss": 3.9413053809857264, "tokens_seen": 502398976 }, { "epoch": 0.15, "learning_rate": 0.000856308926780341, "loss": 1.6222, "theoretical_loss": 3.941250454221485, "tokens_seen": 502464512 }, { "epoch": 0.15, "learning_rate": 0.0008562888665997994, "loss": 1.7308, "theoretical_loss": 3.941195536626461, "tokens_seen": 502530048 }, { "epoch": 0.15, "learning_rate": 0.0008562688064192577, "loss": 1.7501, "theoretical_loss": 3.941140628197928, "tokens_seen": 502595584 }, { "epoch": 0.15, "learning_rate": 0.0008562487462387162, "loss": 1.7315, "theoretical_loss": 3.941085728933162, "tokens_seen": 502661120 }, { "epoch": 0.15, "learning_rate": 0.0008562286860581745, "loss": 1.7432, "theoretical_loss": 3.9410308388294384, "tokens_seen": 502726656 }, { "epoch": 0.15, "learning_rate": 0.0008562086258776329, "loss": 1.6503, "theoretical_loss": 3.940975957884034, "tokens_seen": 502792192 }, { "epoch": 0.15, "learning_rate": 0.0008561885656970913, "loss": 1.7376, "theoretical_loss": 3.9409210860942285, "tokens_seen": 502857728 }, { "epoch": 0.15, "learning_rate": 0.0008561685055165497, "loss": 1.7768, "theoretical_loss": 3.9408662234573013, "tokens_seen": 502923264 }, { "epoch": 0.15, "learning_rate": 0.000856148445336008, "loss": 1.6886, "theoretical_loss": 3.9408113699705325, "tokens_seen": 502988800 }, { "epoch": 0.15, "learning_rate": 0.0008561283851554664, "loss": 1.6498, "theoretical_loss": 3.9407565256312047, "tokens_seen": 503054336 }, { "epoch": 0.15, "learning_rate": 0.0008561083249749247, "loss": 1.7782, "theoretical_loss": 3.940701690436601, "tokens_seen": 503119872 }, { "epoch": 0.15, "learning_rate": 0.0008560882647943832, "loss": 1.7973, "theoretical_loss": 3.9406468643840054, "tokens_seen": 503185408 }, { "epoch": 0.15, "learning_rate": 0.0008560682046138415, "loss": 1.7796, "theoretical_loss": 3.940592047470704, "tokens_seen": 503250944 }, { "epoch": 0.15, "learning_rate": 0.0008560481444332999, "loss": 1.6904, "theoretical_loss": 3.940537239693983, "tokens_seen": 503316480 }, { "epoch": 0.15, "learning_rate": 0.0008560280842527582, "loss": 1.7036, "theoretical_loss": 3.9404824410511305, "tokens_seen": 503382016 }, { "epoch": 0.15, "learning_rate": 0.0008560080240722167, "loss": 1.7104, "theoretical_loss": 3.940427651539435, "tokens_seen": 503447552 }, { "epoch": 0.15, "learning_rate": 0.000855987963891675, "loss": 1.8244, "theoretical_loss": 3.940372871156187, "tokens_seen": 503513088 }, { "epoch": 0.15, "learning_rate": 0.0008559679037111334, "loss": 1.7562, "theoretical_loss": 3.9403180998986778, "tokens_seen": 503578624 }, { "epoch": 0.15, "learning_rate": 0.0008559478435305918, "loss": 1.6141, "theoretical_loss": 3.9402633377641996, "tokens_seen": 503644160 }, { "epoch": 0.15, "learning_rate": 0.0008559277833500502, "loss": 1.7405, "theoretical_loss": 3.940208584750046, "tokens_seen": 503709696 }, { "epoch": 0.15, "learning_rate": 0.0008559077231695085, "loss": 1.6818, "theoretical_loss": 3.940153840853512, "tokens_seen": 503775232 }, { "epoch": 0.15, "learning_rate": 0.000855887662988967, "loss": 1.6255, "theoretical_loss": 3.9400991060718935, "tokens_seen": 503840768 }, { "epoch": 0.15, "learning_rate": 0.0008558676028084252, "loss": 1.7052, "theoretical_loss": 3.940044380402487, "tokens_seen": 503906304 }, { "epoch": 0.15, "learning_rate": 0.0008558475426278837, "loss": 1.8162, "theoretical_loss": 3.9399896638425913, "tokens_seen": 503971840 }, { "epoch": 0.15, "learning_rate": 0.0008558274824473421, "loss": 1.8732, "theoretical_loss": 3.9399349563895054, "tokens_seen": 504037376 }, { "epoch": 0.15, "learning_rate": 0.0008558074222668004, "loss": 1.7249, "theoretical_loss": 3.93988025804053, "tokens_seen": 504102912 }, { "epoch": 0.15, "learning_rate": 0.0008557873620862589, "loss": 1.7259, "theoretical_loss": 3.939825568792967, "tokens_seen": 504168448 }, { "epoch": 0.15, "learning_rate": 0.0008557673019057171, "loss": 1.7787, "theoretical_loss": 3.9397708886441185, "tokens_seen": 504233984 }, { "epoch": 0.15, "learning_rate": 0.0008557472417251756, "loss": 1.6362, "theoretical_loss": 3.939716217591289, "tokens_seen": 504299520 }, { "epoch": 0.15, "learning_rate": 0.000855727181544634, "loss": 1.7864, "theoretical_loss": 3.9396615556317838, "tokens_seen": 504365056 }, { "epoch": 0.15, "learning_rate": 0.0008557071213640923, "loss": 1.664, "theoretical_loss": 3.9396069027629084, "tokens_seen": 504430592 }, { "epoch": 0.15, "learning_rate": 0.0008556870611835507, "loss": 1.688, "theoretical_loss": 3.939552258981971, "tokens_seen": 504496128 }, { "epoch": 0.15, "learning_rate": 0.000855667001003009, "loss": 1.6894, "theoretical_loss": 3.93949762428628, "tokens_seen": 504561664 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.4919562339782715, "objective/train/docs_used": 189911, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.488186001777649, "objective/train/original_loss": 1.4881861209869385, "objective/train/theoretical_loss": 3.939442998673144, "objective/train/tokens_used": 525087200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24271796643733978, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504294633865356, "objective/train/weighted_lm_loss": 1.563111424446106, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.939442998673144, "tokens_seen": 504627200 }, { "epoch": 0.15, "learning_rate": 0.0008556469408224674, "loss": 1.6751, "theoretical_loss": 3.939442998673144, "tokens_seen": 504627200 }, { "epoch": 0.15, "learning_rate": 0.0008556268806419259, "loss": 1.6742, "theoretical_loss": 3.9393883821398754, "tokens_seen": 504692736 }, { "epoch": 0.15, "learning_rate": 0.0008556068204613841, "loss": 1.6823, "theoretical_loss": 3.939333774683785, "tokens_seen": 504758272 }, { "epoch": 0.15, "learning_rate": 0.0008555867602808426, "loss": 1.6976, "theoretical_loss": 3.939279176302187, "tokens_seen": 504823808 }, { "epoch": 0.15, "learning_rate": 0.000855566700100301, "loss": 1.6921, "theoretical_loss": 3.9392245869923954, "tokens_seen": 504889344 }, { "epoch": 0.15, "learning_rate": 0.0008555466399197593, "loss": 1.7448, "theoretical_loss": 3.939170006751725, "tokens_seen": 504954880 }, { "epoch": 0.15, "learning_rate": 0.0008555265797392177, "loss": 1.6712, "theoretical_loss": 3.9391154355774924, "tokens_seen": 505020416 }, { "epoch": 0.15, "learning_rate": 0.000855506519558676, "loss": 1.752, "theoretical_loss": 3.9390608734670156, "tokens_seen": 505085952 }, { "epoch": 0.15, "learning_rate": 0.0008554864593781344, "loss": 1.87, "theoretical_loss": 3.939006320417614, "tokens_seen": 505151488 }, { "epoch": 0.15, "learning_rate": 0.0008554663991975929, "loss": 1.7513, "theoretical_loss": 3.938951776426607, "tokens_seen": 505217024 }, { "epoch": 0.15, "learning_rate": 0.0008554463390170511, "loss": 1.6259, "theoretical_loss": 3.9388972414913157, "tokens_seen": 505282560 }, { "epoch": 0.15, "learning_rate": 0.0008554262788365096, "loss": 1.7146, "theoretical_loss": 3.938842715609062, "tokens_seen": 505348096 }, { "epoch": 0.15, "learning_rate": 0.0008554062186559679, "loss": 1.6968, "theoretical_loss": 3.9387881987771705, "tokens_seen": 505413632 }, { "epoch": 0.15, "learning_rate": 0.0008553861584754263, "loss": 1.6711, "theoretical_loss": 3.938733690992964, "tokens_seen": 505479168 }, { "epoch": 0.15, "learning_rate": 0.0008553660982948847, "loss": 1.7096, "theoretical_loss": 3.93867919225377, "tokens_seen": 505544704 }, { "epoch": 0.15, "learning_rate": 0.0008553460381143431, "loss": 1.7244, "theoretical_loss": 3.938624702556914, "tokens_seen": 505610240 }, { "epoch": 0.15, "learning_rate": 0.0008553259779338014, "loss": 1.7492, "theoretical_loss": 3.9385702218997247, "tokens_seen": 505675776 }, { "epoch": 0.15, "learning_rate": 0.0008553059177532598, "loss": 1.803, "theoretical_loss": 3.9385157502795316, "tokens_seen": 505741312 }, { "epoch": 0.15, "learning_rate": 0.0008552858575727181, "loss": 1.6991, "theoretical_loss": 3.9384612876936633, "tokens_seen": 505806848 }, { "epoch": 0.15, "learning_rate": 0.0008552657973921766, "loss": 1.7034, "theoretical_loss": 3.9384068341394523, "tokens_seen": 505872384 }, { "epoch": 0.15, "learning_rate": 0.0008552457372116349, "loss": 1.6652, "theoretical_loss": 3.9383523896142316, "tokens_seen": 505937920 }, { "epoch": 0.15, "learning_rate": 0.0008552256770310933, "loss": 1.6977, "theoretical_loss": 3.9382979541153333, "tokens_seen": 506003456 }, { "epoch": 0.15, "learning_rate": 0.0008552056168505517, "loss": 1.7646, "theoretical_loss": 3.9382435276400938, "tokens_seen": 506068992 }, { "epoch": 0.15, "learning_rate": 0.0008551855566700101, "loss": 1.613, "theoretical_loss": 3.9381891101858475, "tokens_seen": 506134528 }, { "epoch": 0.15, "learning_rate": 0.0008551654964894684, "loss": 1.7528, "theoretical_loss": 3.9381347017499326, "tokens_seen": 506200064 }, { "epoch": 0.15, "learning_rate": 0.0008551454363089268, "loss": 1.8456, "theoretical_loss": 3.938080302329687, "tokens_seen": 506265600 }, { "epoch": 0.15, "learning_rate": 0.0008551253761283851, "loss": 1.7717, "theoretical_loss": 3.938025911922449, "tokens_seen": 506331136 }, { "epoch": 0.15, "learning_rate": 0.0008551053159478436, "loss": 1.5916, "theoretical_loss": 3.9379715305255605, "tokens_seen": 506396672 }, { "epoch": 0.15, "learning_rate": 0.0008550852557673019, "loss": 1.6501, "theoretical_loss": 3.9379171581363623, "tokens_seen": 506462208 }, { "epoch": 0.15, "learning_rate": 0.0008550651955867603, "loss": 1.7902, "theoretical_loss": 3.9378627947521965, "tokens_seen": 506527744 }, { "epoch": 0.15, "learning_rate": 0.0008550451354062186, "loss": 1.595, "theoretical_loss": 3.937808440370408, "tokens_seen": 506593280 }, { "epoch": 0.15, "learning_rate": 0.0008550250752256771, "loss": 1.672, "theoretical_loss": 3.9377540949883416, "tokens_seen": 506658816 }, { "epoch": 0.15, "learning_rate": 0.0008550050150451354, "loss": 1.7568, "theoretical_loss": 3.937699758603342, "tokens_seen": 506724352 }, { "epoch": 0.15, "learning_rate": 0.0008549849548645938, "loss": 1.6198, "theoretical_loss": 3.9376454312127587, "tokens_seen": 506789888 }, { "epoch": 0.15, "learning_rate": 0.0008549648946840522, "loss": 1.797, "theoretical_loss": 3.9375911128139376, "tokens_seen": 506855424 }, { "epoch": 0.15, "learning_rate": 0.0008549448345035106, "loss": 1.7229, "theoretical_loss": 3.9375368034042295, "tokens_seen": 506920960 }, { "epoch": 0.15, "learning_rate": 0.0008549247743229689, "loss": 1.6817, "theoretical_loss": 3.937482502980985, "tokens_seen": 506986496 }, { "epoch": 0.15, "learning_rate": 0.0008549047141424273, "loss": 1.7819, "theoretical_loss": 3.9374282115415546, "tokens_seen": 507052032 }, { "epoch": 0.15, "learning_rate": 0.0008548846539618856, "loss": 1.6991, "theoretical_loss": 3.9373739290832925, "tokens_seen": 507117568 }, { "epoch": 0.15, "learning_rate": 0.0008548645937813441, "loss": 1.7333, "theoretical_loss": 3.937319655603552, "tokens_seen": 507183104 }, { "epoch": 0.15, "learning_rate": 0.0008548445336008024, "loss": 1.8329, "theoretical_loss": 3.937265391099688, "tokens_seen": 507248640 }, { "epoch": 0.15, "learning_rate": 0.0008548244734202608, "loss": 1.5592, "theoretical_loss": 3.937211135569057, "tokens_seen": 507314176 }, { "epoch": 0.15, "learning_rate": 0.0008548044132397192, "loss": 1.6507, "theoretical_loss": 3.9371568890090165, "tokens_seen": 507379712 }, { "epoch": 0.15, "learning_rate": 0.0008547843530591775, "loss": 1.6943, "theoretical_loss": 3.937102651416924, "tokens_seen": 507445248 }, { "epoch": 0.15, "learning_rate": 0.0008547642928786359, "loss": 1.6051, "theoretical_loss": 3.9370484227901397, "tokens_seen": 507510784 }, { "epoch": 0.15, "learning_rate": 0.0008547442326980944, "loss": 1.6238, "theoretical_loss": 3.936994203126024, "tokens_seen": 507576320 }, { "epoch": 0.15, "learning_rate": 0.0008547241725175526, "loss": 1.6631, "theoretical_loss": 3.936939992421939, "tokens_seen": 507641856 }, { "epoch": 0.15, "learning_rate": 0.0008547041123370111, "loss": 1.6778, "theoretical_loss": 3.936885790675247, "tokens_seen": 507707392 }, { "epoch": 0.15, "learning_rate": 0.0008546840521564693, "loss": 1.5877, "theoretical_loss": 3.9368315978833124, "tokens_seen": 507772928 }, { "epoch": 0.15, "learning_rate": 0.0008546639919759278, "loss": 1.7614, "theoretical_loss": 3.9367774140435, "tokens_seen": 507838464 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.49557170271873474, "objective/train/docs_used": 191028, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5263073444366455, "objective/train/original_loss": 1.5263073444366455, "objective/train/theoretical_loss": 3.936723239153177, "objective/train/tokens_used": 528364000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24599750339984894, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508077144622803, "objective/train/weighted_lm_loss": 1.6038414239883423, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.936723239153177, "tokens_seen": 507904000 }, { "epoch": 0.15, "learning_rate": 0.0008546439317953862, "loss": 1.5987, "theoretical_loss": 3.936723239153177, "tokens_seen": 507904000 }, { "epoch": 0.15, "learning_rate": 0.0008546238716148445, "loss": 1.6881, "theoretical_loss": 3.9366690732097096, "tokens_seen": 507969536 }, { "epoch": 0.15, "learning_rate": 0.0008546038114343029, "loss": 1.5569, "theoretical_loss": 3.936614916210466, "tokens_seen": 508035072 }, { "epoch": 0.15, "learning_rate": 0.0008545837512537614, "loss": 1.627, "theoretical_loss": 3.936560768152817, "tokens_seen": 508100608 }, { "epoch": 0.15, "learning_rate": 0.0008545636910732196, "loss": 1.5718, "theoretical_loss": 3.936506629034133, "tokens_seen": 508166144 }, { "epoch": 0.15, "learning_rate": 0.0008545436308926781, "loss": 1.6788, "theoretical_loss": 3.9364524988517844, "tokens_seen": 508231680 }, { "epoch": 0.15, "learning_rate": 0.0008545235707121363, "loss": 1.6036, "theoretical_loss": 3.9363983776031457, "tokens_seen": 508297216 }, { "epoch": 0.15, "learning_rate": 0.0008545035105315948, "loss": 1.6642, "theoretical_loss": 3.936344265285591, "tokens_seen": 508362752 }, { "epoch": 0.15, "learning_rate": 0.0008544834503510532, "loss": 1.6405, "theoretical_loss": 3.936290161896494, "tokens_seen": 508428288 }, { "epoch": 0.15, "learning_rate": 0.0008544633901705115, "loss": 1.6672, "theoretical_loss": 3.9362360674332315, "tokens_seen": 508493824 }, { "epoch": 0.15, "learning_rate": 0.0008544433299899699, "loss": 1.7934, "theoretical_loss": 3.936181981893182, "tokens_seen": 508559360 }, { "epoch": 0.15, "learning_rate": 0.0008544232698094283, "loss": 1.7661, "theoretical_loss": 3.9361279052737217, "tokens_seen": 508624896 }, { "epoch": 0.15, "learning_rate": 0.0008544032096288866, "loss": 1.6901, "theoretical_loss": 3.9360738375722324, "tokens_seen": 508690432 }, { "epoch": 0.15, "learning_rate": 0.0008543831494483451, "loss": 1.8077, "theoretical_loss": 3.9360197787860938, "tokens_seen": 508755968 }, { "epoch": 0.15, "learning_rate": 0.0008543630892678033, "loss": 1.6619, "theoretical_loss": 3.9359657289126875, "tokens_seen": 508821504 }, { "epoch": 0.15, "learning_rate": 0.0008543430290872618, "loss": 1.6664, "theoretical_loss": 3.9359116879493965, "tokens_seen": 508887040 }, { "epoch": 0.15, "learning_rate": 0.0008543229689067202, "loss": 1.6839, "theoretical_loss": 3.9358576558936047, "tokens_seen": 508952576 }, { "epoch": 0.15, "learning_rate": 0.0008543029087261785, "loss": 1.71, "theoretical_loss": 3.9358036327426977, "tokens_seen": 509018112 }, { "epoch": 0.15, "learning_rate": 0.000854282848545637, "loss": 1.6584, "theoretical_loss": 3.935749618494061, "tokens_seen": 509083648 }, { "epoch": 0.15, "learning_rate": 0.0008542627883650953, "loss": 1.5792, "theoretical_loss": 3.935695613145082, "tokens_seen": 509149184 }, { "epoch": 0.15, "learning_rate": 0.0008542427281845537, "loss": 1.6885, "theoretical_loss": 3.9356416166931503, "tokens_seen": 509214720 }, { "epoch": 0.15, "learning_rate": 0.0008542226680040121, "loss": 1.7117, "theoretical_loss": 3.9355876291356533, "tokens_seen": 509280256 }, { "epoch": 0.15, "learning_rate": 0.0008542026078234705, "loss": 1.6857, "theoretical_loss": 3.935533650469983, "tokens_seen": 509345792 }, { "epoch": 0.15, "learning_rate": 0.0008541825476429288, "loss": 1.595, "theoretical_loss": 3.9354796806935313, "tokens_seen": 509411328 }, { "epoch": 0.15, "learning_rate": 0.0008541624874623872, "loss": 1.6484, "theoretical_loss": 3.93542571980369, "tokens_seen": 509476864 }, { "epoch": 0.15, "learning_rate": 0.0008541424272818455, "loss": 1.6633, "theoretical_loss": 3.9353717677978537, "tokens_seen": 509542400 }, { "epoch": 0.15, "learning_rate": 0.000854122367101304, "loss": 1.6041, "theoretical_loss": 3.935317824673417, "tokens_seen": 509607936 }, { "epoch": 0.15, "learning_rate": 0.0008541023069207623, "loss": 1.715, "theoretical_loss": 3.935263890427777, "tokens_seen": 509673472 }, { "epoch": 0.15, "learning_rate": 0.0008540822467402207, "loss": 1.5171, "theoretical_loss": 3.935209965058329, "tokens_seen": 509739008 }, { "epoch": 0.15, "learning_rate": 0.000854062186559679, "loss": 1.6945, "theoretical_loss": 3.9351560485624733, "tokens_seen": 509804544 }, { "epoch": 0.15, "learning_rate": 0.0008540421263791375, "loss": 1.7677, "theoretical_loss": 3.935102140937608, "tokens_seen": 509870080 }, { "epoch": 0.15, "learning_rate": 0.0008540220661985958, "loss": 1.7678, "theoretical_loss": 3.935048242181134, "tokens_seen": 509935616 }, { "epoch": 0.15, "learning_rate": 0.0008540020060180542, "loss": 1.5264, "theoretical_loss": 3.9349943522904525, "tokens_seen": 510001152 }, { "epoch": 0.15, "learning_rate": 0.0008539819458375126, "loss": 1.7062, "theoretical_loss": 3.934940471262967, "tokens_seen": 510066688 }, { "epoch": 0.15, "learning_rate": 0.000853961885656971, "loss": 1.5977, "theoretical_loss": 3.934886599096081, "tokens_seen": 510132224 }, { "epoch": 0.15, "learning_rate": 0.0008539418254764293, "loss": 1.6127, "theoretical_loss": 3.9348327357871984, "tokens_seen": 510197760 }, { "epoch": 0.15, "learning_rate": 0.0008539217652958877, "loss": 1.5628, "theoretical_loss": 3.9347788813337266, "tokens_seen": 510263296 }, { "epoch": 0.15, "learning_rate": 0.000853901705115346, "loss": 1.7656, "theoretical_loss": 3.934725035733072, "tokens_seen": 510328832 }, { "epoch": 0.15, "learning_rate": 0.0008538816449348045, "loss": 1.6011, "theoretical_loss": 3.9346711989826426, "tokens_seen": 510394368 }, { "epoch": 0.15, "learning_rate": 0.0008538615847542628, "loss": 1.6009, "theoretical_loss": 3.934617371079848, "tokens_seen": 510459904 }, { "epoch": 0.15, "learning_rate": 0.0008538415245737212, "loss": 1.6237, "theoretical_loss": 3.934563552022098, "tokens_seen": 510525440 }, { "epoch": 0.15, "learning_rate": 0.0008538214643931796, "loss": 1.736, "theoretical_loss": 3.9345097418068047, "tokens_seen": 510590976 }, { "epoch": 0.15, "learning_rate": 0.0008538014042126379, "loss": 1.6643, "theoretical_loss": 3.93445594043138, "tokens_seen": 510656512 }, { "epoch": 0.15, "learning_rate": 0.0008537813440320963, "loss": 1.6711, "theoretical_loss": 3.9344021478932376, "tokens_seen": 510722048 }, { "epoch": 0.15, "learning_rate": 0.0008537612838515548, "loss": 1.6318, "theoretical_loss": 3.934348364189793, "tokens_seen": 510787584 }, { "epoch": 0.15, "learning_rate": 0.000853741223671013, "loss": 1.5485, "theoretical_loss": 3.93429458931846, "tokens_seen": 510853120 }, { "epoch": 0.15, "learning_rate": 0.0008537211634904715, "loss": 1.6557, "theoretical_loss": 3.9342408232766584, "tokens_seen": 510918656 }, { "epoch": 0.15, "learning_rate": 0.0008537011033099297, "loss": 1.4878, "theoretical_loss": 3.9341870660618037, "tokens_seen": 510984192 }, { "epoch": 0.15, "learning_rate": 0.0008536810431293882, "loss": 1.7565, "theoretical_loss": 3.9341333176713156, "tokens_seen": 511049728 }, { "epoch": 0.15, "learning_rate": 0.0008536609829488466, "loss": 1.6649, "theoretical_loss": 3.9340795781026148, "tokens_seen": 511115264 }, { "epoch": 0.15, "objective/train/advantage_avg": 0.4954502582550049, "objective/train/docs_used": 192198, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6345678567886353, "objective/train/original_loss": 1.6345679759979248, "objective/train/theoretical_loss": 3.934025847353122, "objective/train/tokens_used": 531640800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24563312530517578, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507938861846924, "objective/train/weighted_lm_loss": 1.7175711393356323, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.934025847353122, "tokens_seen": 511180800 }, { "epoch": 0.15, "learning_rate": 0.0008536409227683049, "loss": 1.755, "theoretical_loss": 3.934025847353122, "tokens_seen": 511180800 }, { "epoch": 0.15, "learning_rate": 0.0008536208625877633, "loss": 1.5519, "theoretical_loss": 3.933972125420259, "tokens_seen": 511246336 }, { "epoch": 0.15, "learning_rate": 0.0008536008024072218, "loss": 1.6695, "theoretical_loss": 3.93391841230145, "tokens_seen": 511311872 }, { "epoch": 0.15, "learning_rate": 0.00085358074222668, "loss": 1.6085, "theoretical_loss": 3.933864707994119, "tokens_seen": 511377408 }, { "epoch": 0.15, "learning_rate": 0.0008535606820461385, "loss": 1.6707, "theoretical_loss": 3.9338110124956924, "tokens_seen": 511442944 }, { "epoch": 0.16, "learning_rate": 0.0008535406218655967, "loss": 1.65, "theoretical_loss": 3.933757325803596, "tokens_seen": 511508480 }, { "epoch": 0.16, "learning_rate": 0.0008535205616850552, "loss": 1.5947, "theoretical_loss": 3.933703647915258, "tokens_seen": 511574016 }, { "epoch": 0.16, "learning_rate": 0.0008535005015045136, "loss": 1.6617, "theoretical_loss": 3.9336499788281056, "tokens_seen": 511639552 }, { "epoch": 0.16, "learning_rate": 0.0008534804413239719, "loss": 1.7443, "theoretical_loss": 3.9335963185395713, "tokens_seen": 511705088 }, { "epoch": 0.16, "learning_rate": 0.0008534603811434303, "loss": 1.4573, "theoretical_loss": 3.9335426670470834, "tokens_seen": 511770624 }, { "epoch": 0.16, "learning_rate": 0.0008534403209628887, "loss": 1.6172, "theoretical_loss": 3.933489024348076, "tokens_seen": 511836160 }, { "epoch": 0.16, "learning_rate": 0.000853420260782347, "loss": 1.7263, "theoretical_loss": 3.933435390439981, "tokens_seen": 511901696 }, { "epoch": 0.16, "learning_rate": 0.0008534002006018055, "loss": 1.6474, "theoretical_loss": 3.933381765320233, "tokens_seen": 511967232 }, { "epoch": 0.16, "learning_rate": 0.0008533801404212637, "loss": 1.7552, "theoretical_loss": 3.9333281489862673, "tokens_seen": 512032768 }, { "epoch": 0.16, "learning_rate": 0.0008533600802407222, "loss": 1.5181, "theoretical_loss": 3.9332745414355204, "tokens_seen": 512098304 }, { "epoch": 0.16, "learning_rate": 0.0008533400200601805, "loss": 1.6143, "theoretical_loss": 3.9332209426654288, "tokens_seen": 512163840 }, { "epoch": 0.16, "learning_rate": 0.0008533199598796389, "loss": 1.5941, "theoretical_loss": 3.933167352673432, "tokens_seen": 512229376 }, { "epoch": 0.16, "learning_rate": 0.0008532998996990973, "loss": 1.6446, "theoretical_loss": 3.933113771456969, "tokens_seen": 512294912 }, { "epoch": 0.16, "learning_rate": 0.0008532798395185557, "loss": 1.8387, "theoretical_loss": 3.9330601990134806, "tokens_seen": 512360448 }, { "epoch": 0.16, "learning_rate": 0.000853259779338014, "loss": 1.5672, "theoretical_loss": 3.9330066353404085, "tokens_seen": 512425984 }, { "epoch": 0.16, "learning_rate": 0.0008532397191574725, "loss": 1.602, "theoretical_loss": 3.9329530804351958, "tokens_seen": 512491520 }, { "epoch": 0.16, "learning_rate": 0.0008532196589769308, "loss": 1.6394, "theoretical_loss": 3.932899534295286, "tokens_seen": 512557056 }, { "epoch": 0.16, "learning_rate": 0.0008531995987963892, "loss": 1.7659, "theoretical_loss": 3.932845996918124, "tokens_seen": 512622592 }, { "epoch": 0.16, "learning_rate": 0.0008531795386158475, "loss": 1.7233, "theoretical_loss": 3.9327924683011557, "tokens_seen": 512688128 }, { "epoch": 0.16, "learning_rate": 0.000853159478435306, "loss": 1.6986, "theoretical_loss": 3.9327389484418287, "tokens_seen": 512753664 }, { "epoch": 0.16, "learning_rate": 0.0008531394182547643, "loss": 1.5626, "theoretical_loss": 3.9326854373375904, "tokens_seen": 512819200 }, { "epoch": 0.16, "learning_rate": 0.0008531193580742227, "loss": 1.5647, "theoretical_loss": 3.9326319349858903, "tokens_seen": 512884736 }, { "epoch": 0.16, "learning_rate": 0.000853099297893681, "loss": 1.6313, "theoretical_loss": 3.9325784413841793, "tokens_seen": 512950272 }, { "epoch": 0.16, "learning_rate": 0.0008530792377131394, "loss": 1.6366, "theoretical_loss": 3.9325249565299076, "tokens_seen": 513015808 }, { "epoch": 0.16, "learning_rate": 0.0008530591775325978, "loss": 1.7395, "theoretical_loss": 3.932471480420528, "tokens_seen": 513081344 }, { "epoch": 0.16, "learning_rate": 0.0008530391173520562, "loss": 1.7295, "theoretical_loss": 3.932418013053495, "tokens_seen": 513146880 }, { "epoch": 0.16, "learning_rate": 0.0008530190571715145, "loss": 1.5878, "theoretical_loss": 3.932364554426262, "tokens_seen": 513212416 }, { "epoch": 0.16, "learning_rate": 0.000852998996990973, "loss": 1.6803, "theoretical_loss": 3.932311104536285, "tokens_seen": 513277952 }, { "epoch": 0.16, "learning_rate": 0.0008529789368104312, "loss": 1.6529, "theoretical_loss": 3.9322576633810202, "tokens_seen": 513343488 }, { "epoch": 0.16, "learning_rate": 0.0008529588766298897, "loss": 1.5544, "theoretical_loss": 3.9322042309579257, "tokens_seen": 513409024 }, { "epoch": 0.16, "learning_rate": 0.000852938816449348, "loss": 1.6762, "theoretical_loss": 3.9321508072644606, "tokens_seen": 513474560 }, { "epoch": 0.16, "learning_rate": 0.0008529187562688064, "loss": 1.6738, "theoretical_loss": 3.9320973922980844, "tokens_seen": 513540096 }, { "epoch": 0.16, "learning_rate": 0.0008528986960882648, "loss": 1.7436, "theoretical_loss": 3.932043986056258, "tokens_seen": 513605632 }, { "epoch": 0.16, "learning_rate": 0.0008528786359077232, "loss": 1.7212, "theoretical_loss": 3.9319905885364443, "tokens_seen": 513671168 }, { "epoch": 0.16, "learning_rate": 0.0008528585757271815, "loss": 1.5518, "theoretical_loss": 3.9319371997361054, "tokens_seen": 513736704 }, { "epoch": 0.16, "learning_rate": 0.00085283851554664, "loss": 1.7026, "theoretical_loss": 3.931883819652705, "tokens_seen": 513802240 }, { "epoch": 0.16, "learning_rate": 0.0008528184553660983, "loss": 1.6241, "theoretical_loss": 3.9318304482837094, "tokens_seen": 513867776 }, { "epoch": 0.16, "learning_rate": 0.0008527983951855567, "loss": 1.5239, "theoretical_loss": 3.931777085626584, "tokens_seen": 513933312 }, { "epoch": 0.16, "learning_rate": 0.0008527783350050152, "loss": 1.6441, "theoretical_loss": 3.9317237316787965, "tokens_seen": 513998848 }, { "epoch": 0.16, "learning_rate": 0.0008527582748244734, "loss": 1.7269, "theoretical_loss": 3.9316703864378155, "tokens_seen": 514064384 }, { "epoch": 0.16, "learning_rate": 0.0008527382146439319, "loss": 1.636, "theoretical_loss": 3.9316170499011096, "tokens_seen": 514129920 }, { "epoch": 0.16, "learning_rate": 0.0008527181544633901, "loss": 1.5734, "theoretical_loss": 3.93156372206615, "tokens_seen": 514195456 }, { "epoch": 0.16, "learning_rate": 0.0008526980942828486, "loss": 1.6645, "theoretical_loss": 3.9315104029304084, "tokens_seen": 514260992 }, { "epoch": 0.16, "learning_rate": 0.000852678034102307, "loss": 1.641, "theoretical_loss": 3.9314570924913568, "tokens_seen": 514326528 }, { "epoch": 0.16, "learning_rate": 0.0008526579739217653, "loss": 1.6756, "theoretical_loss": 3.9314037907464687, "tokens_seen": 514392064 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.49453940987586975, "objective/train/docs_used": 193343, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4929040670394897, "objective/train/original_loss": 1.4929039478302002, "objective/train/theoretical_loss": 3.931350497693219, "objective/train/tokens_used": 534917600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24488162994384766, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506988763809204, "objective/train/weighted_lm_loss": 1.568619966506958, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.931350497693219, "tokens_seen": 514457600 }, { "epoch": 0.16, "learning_rate": 0.0008526379137412237, "loss": 1.6691, "theoretical_loss": 3.931350497693219, "tokens_seen": 514457600 }, { "epoch": 0.16, "learning_rate": 0.0008526178535606822, "loss": 1.681, "theoretical_loss": 3.9312972133290844, "tokens_seen": 514523136 }, { "epoch": 0.16, "learning_rate": 0.0008525977933801404, "loss": 1.6421, "theoretical_loss": 3.9312439376515407, "tokens_seen": 514588672 }, { "epoch": 0.16, "learning_rate": 0.0008525777331995989, "loss": 1.7608, "theoretical_loss": 3.931190670658066, "tokens_seen": 514654208 }, { "epoch": 0.16, "learning_rate": 0.0008525576730190571, "loss": 1.584, "theoretical_loss": 3.9311374123461387, "tokens_seen": 514719744 }, { "epoch": 0.16, "learning_rate": 0.0008525376128385156, "loss": 1.5738, "theoretical_loss": 3.9310841627132396, "tokens_seen": 514785280 }, { "epoch": 0.16, "learning_rate": 0.000852517552657974, "loss": 1.7031, "theoretical_loss": 3.9310309217568493, "tokens_seen": 514850816 }, { "epoch": 0.16, "learning_rate": 0.0008524974924774323, "loss": 1.641, "theoretical_loss": 3.93097768947445, "tokens_seen": 514916352 }, { "epoch": 0.16, "learning_rate": 0.0008524774322968907, "loss": 1.6874, "theoretical_loss": 3.9309244658635247, "tokens_seen": 514981888 }, { "epoch": 0.16, "learning_rate": 0.0008524573721163491, "loss": 1.6679, "theoretical_loss": 3.930871250921558, "tokens_seen": 515047424 }, { "epoch": 0.16, "learning_rate": 0.0008524373119358074, "loss": 1.7494, "theoretical_loss": 3.9308180446460343, "tokens_seen": 515112960 }, { "epoch": 0.16, "learning_rate": 0.0008524172517552659, "loss": 1.6921, "theoretical_loss": 3.9307648470344407, "tokens_seen": 515178496 }, { "epoch": 0.16, "learning_rate": 0.0008523971915747241, "loss": 1.5922, "theoretical_loss": 3.930711658084264, "tokens_seen": 515244032 }, { "epoch": 0.16, "learning_rate": 0.0008523771313941826, "loss": 1.6567, "theoretical_loss": 3.930658477792993, "tokens_seen": 515309568 }, { "epoch": 0.16, "learning_rate": 0.0008523570712136409, "loss": 1.7634, "theoretical_loss": 3.9306053061581165, "tokens_seen": 515375104 }, { "epoch": 0.16, "learning_rate": 0.0008523370110330993, "loss": 1.6344, "theoretical_loss": 3.9305521431771253, "tokens_seen": 515440640 }, { "epoch": 0.16, "learning_rate": 0.0008523169508525577, "loss": 1.6002, "theoretical_loss": 3.9304989888475115, "tokens_seen": 515506176 }, { "epoch": 0.16, "learning_rate": 0.0008522968906720161, "loss": 1.7391, "theoretical_loss": 3.9304458431667664, "tokens_seen": 515571712 }, { "epoch": 0.16, "learning_rate": 0.0008522768304914744, "loss": 1.6446, "theoretical_loss": 3.930392706132385, "tokens_seen": 515637248 }, { "epoch": 0.16, "learning_rate": 0.0008522567703109329, "loss": 1.7342, "theoretical_loss": 3.9303395777418606, "tokens_seen": 515702784 }, { "epoch": 0.16, "learning_rate": 0.0008522367101303912, "loss": 1.6347, "theoretical_loss": 3.93028645799269, "tokens_seen": 515768320 }, { "epoch": 0.16, "learning_rate": 0.0008522166499498496, "loss": 1.6956, "theoretical_loss": 3.9302333468823694, "tokens_seen": 515833856 }, { "epoch": 0.16, "learning_rate": 0.0008521965897693079, "loss": 1.654, "theoretical_loss": 3.9301802444083966, "tokens_seen": 515899392 }, { "epoch": 0.16, "learning_rate": 0.0008521765295887663, "loss": 1.6685, "theoretical_loss": 3.930127150568271, "tokens_seen": 515964928 }, { "epoch": 0.16, "learning_rate": 0.0008521564694082247, "loss": 1.7572, "theoretical_loss": 3.9300740653594914, "tokens_seen": 516030464 }, { "epoch": 0.16, "learning_rate": 0.0008521364092276831, "loss": 1.6354, "theoretical_loss": 3.9300209887795594, "tokens_seen": 516096000 }, { "epoch": 0.16, "learning_rate": 0.0008521163490471414, "loss": 1.6736, "theoretical_loss": 3.929967920825977, "tokens_seen": 516161536 }, { "epoch": 0.16, "learning_rate": 0.0008520962888665998, "loss": 1.6179, "theoretical_loss": 3.929914861496247, "tokens_seen": 516227072 }, { "epoch": 0.16, "learning_rate": 0.0008520762286860582, "loss": 1.57, "theoretical_loss": 3.9298618107878727, "tokens_seen": 516292608 }, { "epoch": 0.16, "learning_rate": 0.0008520561685055166, "loss": 1.5583, "theoretical_loss": 3.9298087686983605, "tokens_seen": 516358144 }, { "epoch": 0.16, "learning_rate": 0.0008520361083249749, "loss": 1.6439, "theoretical_loss": 3.929755735225216, "tokens_seen": 516423680 }, { "epoch": 0.16, "learning_rate": 0.0008520160481444334, "loss": 1.6558, "theoretical_loss": 3.929702710365946, "tokens_seen": 516489216 }, { "epoch": 0.16, "learning_rate": 0.0008519959879638916, "loss": 1.6313, "theoretical_loss": 3.9296496941180585, "tokens_seen": 516554752 }, { "epoch": 0.16, "learning_rate": 0.0008519759277833501, "loss": 1.6295, "theoretical_loss": 3.929596686479064, "tokens_seen": 516620288 }, { "epoch": 0.16, "learning_rate": 0.0008519558676028084, "loss": 1.683, "theoretical_loss": 3.9295436874464715, "tokens_seen": 516685824 }, { "epoch": 0.16, "learning_rate": 0.0008519358074222668, "loss": 1.6023, "theoretical_loss": 3.9294906970177923, "tokens_seen": 516751360 }, { "epoch": 0.16, "learning_rate": 0.0008519157472417252, "loss": 1.5942, "theoretical_loss": 3.9294377151905397, "tokens_seen": 516816896 }, { "epoch": 0.16, "learning_rate": 0.0008518956870611836, "loss": 1.6842, "theoretical_loss": 3.929384741962226, "tokens_seen": 516882432 }, { "epoch": 0.16, "learning_rate": 0.0008518756268806419, "loss": 1.7586, "theoretical_loss": 3.929331777330366, "tokens_seen": 516947968 }, { "epoch": 0.16, "learning_rate": 0.0008518555667001004, "loss": 1.5151, "theoretical_loss": 3.929278821292476, "tokens_seen": 517013504 }, { "epoch": 0.16, "learning_rate": 0.0008518355065195586, "loss": 1.5127, "theoretical_loss": 3.929225873846071, "tokens_seen": 517079040 }, { "epoch": 0.16, "learning_rate": 0.0008518154463390171, "loss": 1.6306, "theoretical_loss": 3.929172934988669, "tokens_seen": 517144576 }, { "epoch": 0.16, "learning_rate": 0.0008517953861584754, "loss": 1.6748, "theoretical_loss": 3.9291200047177886, "tokens_seen": 517210112 }, { "epoch": 0.16, "learning_rate": 0.0008517753259779338, "loss": 1.574, "theoretical_loss": 3.9290670830309495, "tokens_seen": 517275648 }, { "epoch": 0.16, "learning_rate": 0.0008517552657973922, "loss": 1.6791, "theoretical_loss": 3.929014169925672, "tokens_seen": 517341184 }, { "epoch": 0.16, "learning_rate": 0.0008517352056168505, "loss": 1.6078, "theoretical_loss": 3.928961265399478, "tokens_seen": 517406720 }, { "epoch": 0.16, "learning_rate": 0.0008517151454363089, "loss": 1.6236, "theoretical_loss": 3.9289083694498905, "tokens_seen": 517472256 }, { "epoch": 0.16, "learning_rate": 0.0008516950852557674, "loss": 1.4969, "theoretical_loss": 3.9288554820744324, "tokens_seen": 517537792 }, { "epoch": 0.16, "learning_rate": 0.0008516750250752256, "loss": 1.6019, "theoretical_loss": 3.9288026032706282, "tokens_seen": 517603328 }, { "epoch": 0.16, "learning_rate": 0.0008516549648946841, "loss": 1.6628, "theoretical_loss": 3.928749733036005, "tokens_seen": 517668864 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.49043938517570496, "objective/train/docs_used": 194581, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5922307968139648, "objective/train/original_loss": 1.5922307968139648, "objective/train/theoretical_loss": 3.9286968713680883, "objective/train/tokens_used": 538194400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24175012111663818, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502729415893555, "objective/train/weighted_lm_loss": 1.672400951385498, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9286968713680883, "tokens_seen": 517734400 }, { "epoch": 0.16, "learning_rate": 0.0008516349047141423, "loss": 1.6263, "theoretical_loss": 3.9286968713680883, "tokens_seen": 517734400 }, { "epoch": 0.16, "learning_rate": 0.0008516148445336008, "loss": 1.64, "theoretical_loss": 3.9286440182644062, "tokens_seen": 517799936 }, { "epoch": 0.16, "learning_rate": 0.0008515947843530592, "loss": 1.6413, "theoretical_loss": 3.928591173722488, "tokens_seen": 517865472 }, { "epoch": 0.16, "learning_rate": 0.0008515747241725175, "loss": 1.6881, "theoretical_loss": 3.9285383377398624, "tokens_seen": 517931008 }, { "epoch": 0.16, "learning_rate": 0.0008515546639919759, "loss": 1.5773, "theoretical_loss": 3.9284855103140615, "tokens_seen": 517996544 }, { "epoch": 0.16, "learning_rate": 0.0008515346038114344, "loss": 1.5778, "theoretical_loss": 3.9284326914426164, "tokens_seen": 518062080 }, { "epoch": 0.16, "learning_rate": 0.0008515145436308926, "loss": 1.6953, "theoretical_loss": 3.9283798811230604, "tokens_seen": 518127616 }, { "epoch": 0.16, "learning_rate": 0.0008514944834503511, "loss": 1.6031, "theoretical_loss": 3.9283270793529272, "tokens_seen": 518193152 }, { "epoch": 0.16, "learning_rate": 0.0008514744232698094, "loss": 1.6565, "theoretical_loss": 3.9282742861297524, "tokens_seen": 518258688 }, { "epoch": 0.16, "learning_rate": 0.0008514543630892678, "loss": 1.5558, "theoretical_loss": 3.9282215014510706, "tokens_seen": 518324224 }, { "epoch": 0.16, "learning_rate": 0.0008514343029087262, "loss": 1.5033, "theoretical_loss": 3.9281687253144204, "tokens_seen": 518389760 }, { "epoch": 0.16, "learning_rate": 0.0008514142427281845, "loss": 1.6238, "theoretical_loss": 3.9281159577173392, "tokens_seen": 518455296 }, { "epoch": 0.16, "learning_rate": 0.0008513941825476429, "loss": 1.579, "theoretical_loss": 3.928063198657365, "tokens_seen": 518520832 }, { "epoch": 0.16, "learning_rate": 0.0008513741223671013, "loss": 1.6135, "theoretical_loss": 3.9280104481320395, "tokens_seen": 518586368 }, { "epoch": 0.16, "learning_rate": 0.0008513540621865596, "loss": 1.6128, "theoretical_loss": 3.927957706138903, "tokens_seen": 518651904 }, { "epoch": 0.16, "learning_rate": 0.0008513340020060181, "loss": 1.6363, "theoretical_loss": 3.9279049726754973, "tokens_seen": 518717440 }, { "epoch": 0.16, "learning_rate": 0.0008513139418254765, "loss": 1.573, "theoretical_loss": 3.9278522477393656, "tokens_seen": 518782976 }, { "epoch": 0.16, "learning_rate": 0.0008512938816449348, "loss": 1.7497, "theoretical_loss": 3.927799531328053, "tokens_seen": 518848512 }, { "epoch": 0.16, "learning_rate": 0.0008512738214643933, "loss": 1.5822, "theoretical_loss": 3.9277468234391035, "tokens_seen": 518914048 }, { "epoch": 0.16, "learning_rate": 0.0008512537612838516, "loss": 1.565, "theoretical_loss": 3.9276941240700642, "tokens_seen": 518979584 }, { "epoch": 0.16, "learning_rate": 0.00085123370110331, "loss": 1.6436, "theoretical_loss": 3.9276414332184815, "tokens_seen": 519045120 }, { "epoch": 0.16, "learning_rate": 0.0008512136409227683, "loss": 1.6952, "theoretical_loss": 3.9275887508819043, "tokens_seen": 519110656 }, { "epoch": 0.16, "learning_rate": 0.0008511935807422267, "loss": 1.5753, "theoretical_loss": 3.927536077057881, "tokens_seen": 519176192 }, { "epoch": 0.16, "learning_rate": 0.0008511735205616851, "loss": 1.5902, "theoretical_loss": 3.927483411743962, "tokens_seen": 519241728 }, { "epoch": 0.16, "learning_rate": 0.0008511534603811435, "loss": 1.6483, "theoretical_loss": 3.927430754937699, "tokens_seen": 519307264 }, { "epoch": 0.16, "learning_rate": 0.0008511334002006018, "loss": 1.5533, "theoretical_loss": 3.9273781066366444, "tokens_seen": 519372800 }, { "epoch": 0.16, "learning_rate": 0.0008511133400200602, "loss": 1.6394, "theoretical_loss": 3.9273254668383513, "tokens_seen": 519438336 }, { "epoch": 0.16, "learning_rate": 0.0008510932798395186, "loss": 1.5954, "theoretical_loss": 3.9272728355403737, "tokens_seen": 519503872 }, { "epoch": 0.16, "learning_rate": 0.000851073219658977, "loss": 1.5294, "theoretical_loss": 3.927220212740267, "tokens_seen": 519569408 }, { "epoch": 0.16, "learning_rate": 0.0008510531594784353, "loss": 1.5487, "theoretical_loss": 3.927167598435587, "tokens_seen": 519634944 }, { "epoch": 0.16, "learning_rate": 0.0008510330992978938, "loss": 1.5729, "theoretical_loss": 3.9271149926238924, "tokens_seen": 519700480 }, { "epoch": 0.16, "learning_rate": 0.000851013039117352, "loss": 1.5498, "theoretical_loss": 3.92706239530274, "tokens_seen": 519766016 }, { "epoch": 0.16, "learning_rate": 0.0008509929789368105, "loss": 1.6295, "theoretical_loss": 3.9270098064696906, "tokens_seen": 519831552 }, { "epoch": 0.16, "learning_rate": 0.0008509729187562688, "loss": 1.6667, "theoretical_loss": 3.9269572261223034, "tokens_seen": 519897088 }, { "epoch": 0.16, "learning_rate": 0.0008509528585757272, "loss": 1.719, "theoretical_loss": 3.9269046542581396, "tokens_seen": 519962624 }, { "epoch": 0.16, "learning_rate": 0.0008509327983951856, "loss": 1.5316, "theoretical_loss": 3.926852090874763, "tokens_seen": 520028160 }, { "epoch": 0.16, "learning_rate": 0.000850912738214644, "loss": 1.5447, "theoretical_loss": 3.9267995359697356, "tokens_seen": 520093696 }, { "epoch": 0.16, "learning_rate": 0.0008508926780341023, "loss": 1.5462, "theoretical_loss": 3.9267469895406224, "tokens_seen": 520159232 }, { "epoch": 0.16, "learning_rate": 0.0008508726178535608, "loss": 1.713, "theoretical_loss": 3.9266944515849884, "tokens_seen": 520224768 }, { "epoch": 0.16, "learning_rate": 0.000850852557673019, "loss": 1.619, "theoretical_loss": 3.9266419221004005, "tokens_seen": 520290304 }, { "epoch": 0.16, "learning_rate": 0.0008508324974924775, "loss": 1.6332, "theoretical_loss": 3.926589401084426, "tokens_seen": 520355840 }, { "epoch": 0.16, "learning_rate": 0.0008508124373119358, "loss": 1.5951, "theoretical_loss": 3.9265368885346326, "tokens_seen": 520421376 }, { "epoch": 0.16, "learning_rate": 0.0008507923771313942, "loss": 1.5693, "theoretical_loss": 3.9264843844485906, "tokens_seen": 520486912 }, { "epoch": 0.16, "learning_rate": 0.0008507723169508526, "loss": 1.674, "theoretical_loss": 3.9264318888238705, "tokens_seen": 520552448 }, { "epoch": 0.16, "learning_rate": 0.0008507522567703109, "loss": 1.5264, "theoretical_loss": 3.9263794016580427, "tokens_seen": 520617984 }, { "epoch": 0.16, "learning_rate": 0.0008507321965897693, "loss": 1.6321, "theoretical_loss": 3.9263269229486797, "tokens_seen": 520683520 }, { "epoch": 0.16, "learning_rate": 0.0008507121364092278, "loss": 1.597, "theoretical_loss": 3.9262744526933564, "tokens_seen": 520749056 }, { "epoch": 0.16, "learning_rate": 0.000850692076228686, "loss": 1.5582, "theoretical_loss": 3.926221990889646, "tokens_seen": 520814592 }, { "epoch": 0.16, "learning_rate": 0.0008506720160481445, "loss": 1.5381, "theoretical_loss": 3.9261695375351238, "tokens_seen": 520880128 }, { "epoch": 0.16, "learning_rate": 0.0008506519558676027, "loss": 1.6321, "theoretical_loss": 3.9261170926273667, "tokens_seen": 520945664 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.4877818822860718, "objective/train/docs_used": 195804, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6571053266525269, "objective/train/original_loss": 1.6571054458618164, "objective/train/theoretical_loss": 3.926064656163952, "objective/train/tokens_used": 541471200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2390846312046051, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0499935150146484, "objective/train/weighted_lm_loss": 1.7400037050247192, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.926064656163952, "tokens_seen": 521011200 }, { "epoch": 0.16, "learning_rate": 0.0008506318956870612, "loss": 1.681, "theoretical_loss": 3.926064656163952, "tokens_seen": 521011200 }, { "epoch": 0.16, "learning_rate": 0.0008506118355065196, "loss": 1.6877, "theoretical_loss": 3.926012228142458, "tokens_seen": 521076736 }, { "epoch": 0.16, "learning_rate": 0.0008505917753259779, "loss": 1.6522, "theoretical_loss": 3.9259598085604646, "tokens_seen": 521142272 }, { "epoch": 0.16, "learning_rate": 0.0008505717151454363, "loss": 1.5564, "theoretical_loss": 3.9259073974155516, "tokens_seen": 521207808 }, { "epoch": 0.16, "learning_rate": 0.0008505516549648948, "loss": 1.6742, "theoretical_loss": 3.9258549947053005, "tokens_seen": 521273344 }, { "epoch": 0.16, "learning_rate": 0.000850531594784353, "loss": 1.5631, "theoretical_loss": 3.9258026004272946, "tokens_seen": 521338880 }, { "epoch": 0.16, "learning_rate": 0.0008505115346038115, "loss": 1.6367, "theoretical_loss": 3.925750214579116, "tokens_seen": 521404416 }, { "epoch": 0.16, "learning_rate": 0.0008504914744232698, "loss": 1.7537, "theoretical_loss": 3.9256978371583493, "tokens_seen": 521469952 }, { "epoch": 0.16, "learning_rate": 0.0008504714142427282, "loss": 1.5956, "theoretical_loss": 3.925645468162581, "tokens_seen": 521535488 }, { "epoch": 0.16, "learning_rate": 0.0008504513540621866, "loss": 1.8158, "theoretical_loss": 3.925593107589397, "tokens_seen": 521601024 }, { "epoch": 0.16, "learning_rate": 0.000850431293881645, "loss": 1.5445, "theoretical_loss": 3.9255407554363835, "tokens_seen": 521666560 }, { "epoch": 0.16, "learning_rate": 0.0008504112337011033, "loss": 1.7284, "theoretical_loss": 3.9254884117011306, "tokens_seen": 521732096 }, { "epoch": 0.16, "learning_rate": 0.0008503911735205617, "loss": 1.5485, "theoretical_loss": 3.925436076381227, "tokens_seen": 521797632 }, { "epoch": 0.16, "learning_rate": 0.00085037111334002, "loss": 1.6211, "theoretical_loss": 3.925383749474263, "tokens_seen": 521863168 }, { "epoch": 0.16, "learning_rate": 0.0008503510531594785, "loss": 1.5507, "theoretical_loss": 3.92533143097783, "tokens_seen": 521928704 }, { "epoch": 0.16, "learning_rate": 0.0008503309929789368, "loss": 1.5523, "theoretical_loss": 3.9252791208895204, "tokens_seen": 521994240 }, { "epoch": 0.16, "learning_rate": 0.0008503109327983952, "loss": 1.5814, "theoretical_loss": 3.9252268192069266, "tokens_seen": 522059776 }, { "epoch": 0.16, "learning_rate": 0.0008502908726178536, "loss": 1.6998, "theoretical_loss": 3.9251745259276447, "tokens_seen": 522125312 }, { "epoch": 0.16, "learning_rate": 0.000850270812437312, "loss": 1.7234, "theoretical_loss": 3.9251222410492694, "tokens_seen": 522190848 }, { "epoch": 0.16, "learning_rate": 0.0008502507522567703, "loss": 1.7072, "theoretical_loss": 3.925069964569396, "tokens_seen": 522256384 }, { "epoch": 0.16, "learning_rate": 0.0008502306920762287, "loss": 1.6071, "theoretical_loss": 3.9250176964856234, "tokens_seen": 522321920 }, { "epoch": 0.16, "learning_rate": 0.000850210631895687, "loss": 1.7023, "theoretical_loss": 3.9249654367955484, "tokens_seen": 522387456 }, { "epoch": 0.16, "learning_rate": 0.0008501905717151455, "loss": 1.5816, "theoretical_loss": 3.924913185496772, "tokens_seen": 522452992 }, { "epoch": 0.16, "learning_rate": 0.0008501705115346038, "loss": 1.4997, "theoretical_loss": 3.9248609425868923, "tokens_seen": 522518528 }, { "epoch": 0.16, "learning_rate": 0.0008501504513540622, "loss": 1.5808, "theoretical_loss": 3.9248087080635123, "tokens_seen": 522584064 }, { "epoch": 0.16, "learning_rate": 0.0008501303911735205, "loss": 1.7183, "theoretical_loss": 3.9247564819242333, "tokens_seen": 522649600 }, { "epoch": 0.16, "learning_rate": 0.000850110330992979, "loss": 1.6624, "theoretical_loss": 3.924704264166659, "tokens_seen": 522715136 }, { "epoch": 0.16, "learning_rate": 0.0008500902708124373, "loss": 1.6772, "theoretical_loss": 3.9246520547883934, "tokens_seen": 522780672 }, { "epoch": 0.16, "learning_rate": 0.0008500702106318957, "loss": 1.7125, "theoretical_loss": 3.9245998537870426, "tokens_seen": 522846208 }, { "epoch": 0.16, "learning_rate": 0.000850050150451354, "loss": 1.5976, "theoretical_loss": 3.924547661160211, "tokens_seen": 522911744 }, { "epoch": 0.16, "learning_rate": 0.0008500300902708124, "loss": 1.4942, "theoretical_loss": 3.9244954769055074, "tokens_seen": 522977280 }, { "epoch": 0.16, "learning_rate": 0.0008500100300902708, "loss": 1.6971, "theoretical_loss": 3.9244433010205393, "tokens_seen": 523042816 }, { "epoch": 0.16, "learning_rate": 0.0008499899699097292, "loss": 1.6379, "theoretical_loss": 3.9243911335029154, "tokens_seen": 523108352 }, { "epoch": 0.16, "learning_rate": 0.0008499699097291875, "loss": 1.6794, "theoretical_loss": 3.924338974350247, "tokens_seen": 523173888 }, { "epoch": 0.16, "learning_rate": 0.000849949849548646, "loss": 1.6712, "theoretical_loss": 3.924286823560144, "tokens_seen": 523239424 }, { "epoch": 0.16, "learning_rate": 0.0008499297893681043, "loss": 1.5988, "theoretical_loss": 3.9242346811302187, "tokens_seen": 523304960 }, { "epoch": 0.16, "learning_rate": 0.0008499097291875627, "loss": 1.5973, "theoretical_loss": 3.924182547058085, "tokens_seen": 523370496 }, { "epoch": 0.16, "learning_rate": 0.000849889669007021, "loss": 1.5487, "theoretical_loss": 3.9241304213413564, "tokens_seen": 523436032 }, { "epoch": 0.16, "learning_rate": 0.0008498696088264794, "loss": 1.6642, "theoretical_loss": 3.9240783039776472, "tokens_seen": 523501568 }, { "epoch": 0.16, "learning_rate": 0.0008498495486459379, "loss": 1.6403, "theoretical_loss": 3.9240261949645747, "tokens_seen": 523567104 }, { "epoch": 0.16, "learning_rate": 0.0008498294884653962, "loss": 1.7722, "theoretical_loss": 3.9239740942997554, "tokens_seen": 523632640 }, { "epoch": 0.16, "learning_rate": 0.0008498094282848546, "loss": 1.5607, "theoretical_loss": 3.9239220019808068, "tokens_seen": 523698176 }, { "epoch": 0.16, "learning_rate": 0.000849789368104313, "loss": 1.5919, "theoretical_loss": 3.9238699180053485, "tokens_seen": 523763712 }, { "epoch": 0.16, "learning_rate": 0.0008497693079237713, "loss": 1.6647, "theoretical_loss": 3.923817842371, "tokens_seen": 523829248 }, { "epoch": 0.16, "learning_rate": 0.0008497492477432297, "loss": 1.7784, "theoretical_loss": 3.923765775075382, "tokens_seen": 523894784 }, { "epoch": 0.16, "learning_rate": 0.0008497291875626882, "loss": 1.5481, "theoretical_loss": 3.9237137161161173, "tokens_seen": 523960320 }, { "epoch": 0.16, "learning_rate": 0.0008497091273821464, "loss": 1.6527, "theoretical_loss": 3.923661665490828, "tokens_seen": 524025856 }, { "epoch": 0.16, "learning_rate": 0.0008496890672016049, "loss": 1.6881, "theoretical_loss": 3.9236096231971374, "tokens_seen": 524091392 }, { "epoch": 0.16, "learning_rate": 0.0008496690070210631, "loss": 1.6147, "theoretical_loss": 3.9235575892326713, "tokens_seen": 524156928 }, { "epoch": 0.16, "learning_rate": 0.0008496489468405216, "loss": 1.6174, "theoretical_loss": 3.9235055635950555, "tokens_seen": 524222464 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.49302032589912415, "objective/train/docs_used": 196964, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4459208250045776, "objective/train/original_loss": 1.4459209442138672, "objective/train/theoretical_loss": 3.9234535462819156, "objective/train/tokens_used": 544748000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24345248937606812, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505396127700806, "objective/train/weighted_lm_loss": 1.5191477537155151, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9234535462819156, "tokens_seen": 524288000 }, { "epoch": 0.16, "learning_rate": 0.00084962888665998, "loss": 1.5534, "theoretical_loss": 3.9234535462819156, "tokens_seen": 524288000 }, { "epoch": 0.16, "learning_rate": 0.0008496088264794383, "loss": 1.6074, "theoretical_loss": 3.9234015372908804, "tokens_seen": 524353536 }, { "epoch": 0.16, "learning_rate": 0.0008495887662988967, "loss": 1.6905, "theoretical_loss": 3.923349536619578, "tokens_seen": 524419072 }, { "epoch": 0.16, "learning_rate": 0.0008495687061183552, "loss": 1.6289, "theoretical_loss": 3.923297544265639, "tokens_seen": 524484608 }, { "epoch": 0.16, "learning_rate": 0.0008495486459378134, "loss": 1.591, "theoretical_loss": 3.923245560226693, "tokens_seen": 524550144 }, { "epoch": 0.16, "learning_rate": 0.0008495285857572719, "loss": 1.5203, "theoretical_loss": 3.923193584500372, "tokens_seen": 524615680 }, { "epoch": 0.16, "learning_rate": 0.0008495085255767302, "loss": 1.6374, "theoretical_loss": 3.9231416170843083, "tokens_seen": 524681216 }, { "epoch": 0.16, "learning_rate": 0.0008494884653961886, "loss": 1.6512, "theoretical_loss": 3.9230896579761354, "tokens_seen": 524746752 }, { "epoch": 0.16, "learning_rate": 0.000849468405215647, "loss": 1.4736, "theoretical_loss": 3.9230377071734885, "tokens_seen": 524812288 }, { "epoch": 0.16, "learning_rate": 0.0008494483450351053, "loss": 1.7909, "theoretical_loss": 3.922985764674002, "tokens_seen": 524877824 }, { "epoch": 0.16, "learning_rate": 0.0008494282848545637, "loss": 1.6283, "theoretical_loss": 3.922933830475314, "tokens_seen": 524943360 }, { "epoch": 0.16, "learning_rate": 0.0008494082246740221, "loss": 1.4642, "theoretical_loss": 3.9228819045750596, "tokens_seen": 525008896 }, { "epoch": 0.16, "learning_rate": 0.0008493881644934804, "loss": 1.6107, "theoretical_loss": 3.9228299869708794, "tokens_seen": 525074432 }, { "epoch": 0.16, "learning_rate": 0.0008493681043129389, "loss": 1.5806, "theoretical_loss": 3.9227780776604115, "tokens_seen": 525139968 }, { "epoch": 0.16, "learning_rate": 0.0008493480441323972, "loss": 1.6152, "theoretical_loss": 3.922726176641297, "tokens_seen": 525205504 }, { "epoch": 0.16, "learning_rate": 0.0008493279839518556, "loss": 1.6536, "theoretical_loss": 3.922674283911176, "tokens_seen": 525271040 }, { "epoch": 0.16, "learning_rate": 0.000849307923771314, "loss": 1.6945, "theoretical_loss": 3.9226223994676923, "tokens_seen": 525336576 }, { "epoch": 0.16, "learning_rate": 0.0008492878635907724, "loss": 1.6635, "theoretical_loss": 3.9225705233084875, "tokens_seen": 525402112 }, { "epoch": 0.16, "learning_rate": 0.0008492678034102307, "loss": 1.7497, "theoretical_loss": 3.922518655431207, "tokens_seen": 525467648 }, { "epoch": 0.16, "learning_rate": 0.0008492477432296891, "loss": 1.6683, "theoretical_loss": 3.922466795833495, "tokens_seen": 525533184 }, { "epoch": 0.16, "learning_rate": 0.0008492276830491474, "loss": 1.6898, "theoretical_loss": 3.9224149445129983, "tokens_seen": 525598720 }, { "epoch": 0.16, "learning_rate": 0.0008492076228686059, "loss": 1.6656, "theoretical_loss": 3.922363101467364, "tokens_seen": 525664256 }, { "epoch": 0.16, "learning_rate": 0.0008491875626880642, "loss": 1.5702, "theoretical_loss": 3.9223112666942397, "tokens_seen": 525729792 }, { "epoch": 0.16, "learning_rate": 0.0008491675025075226, "loss": 1.5852, "theoretical_loss": 3.9222594401912745, "tokens_seen": 525795328 }, { "epoch": 0.16, "learning_rate": 0.0008491474423269809, "loss": 1.6441, "theoretical_loss": 3.922207621956119, "tokens_seen": 525860864 }, { "epoch": 0.16, "learning_rate": 0.0008491273821464394, "loss": 1.5662, "theoretical_loss": 3.9221558119864226, "tokens_seen": 525926400 }, { "epoch": 0.16, "learning_rate": 0.0008491073219658977, "loss": 1.64, "theoretical_loss": 3.922104010279839, "tokens_seen": 525991936 }, { "epoch": 0.16, "learning_rate": 0.0008490872617853561, "loss": 1.6588, "theoretical_loss": 3.922052216834019, "tokens_seen": 526057472 }, { "epoch": 0.16, "learning_rate": 0.0008490672016048144, "loss": 1.5135, "theoretical_loss": 3.9220004316466186, "tokens_seen": 526123008 }, { "epoch": 0.16, "learning_rate": 0.0008490471414242728, "loss": 1.7018, "theoretical_loss": 3.921948654715291, "tokens_seen": 526188544 }, { "epoch": 0.16, "learning_rate": 0.0008490270812437312, "loss": 1.6147, "theoretical_loss": 3.9218968860376924, "tokens_seen": 526254080 }, { "epoch": 0.16, "learning_rate": 0.0008490070210631896, "loss": 1.6883, "theoretical_loss": 3.9218451256114792, "tokens_seen": 526319616 }, { "epoch": 0.16, "learning_rate": 0.0008489869608826479, "loss": 1.6665, "theoretical_loss": 3.9217933734343093, "tokens_seen": 526385152 }, { "epoch": 0.16, "learning_rate": 0.0008489669007021064, "loss": 1.6813, "theoretical_loss": 3.9217416295038414, "tokens_seen": 526450688 }, { "epoch": 0.16, "learning_rate": 0.0008489468405215647, "loss": 1.5609, "theoretical_loss": 3.921689893817735, "tokens_seen": 526516224 }, { "epoch": 0.16, "learning_rate": 0.0008489267803410231, "loss": 1.6527, "theoretical_loss": 3.9216381663736506, "tokens_seen": 526581760 }, { "epoch": 0.16, "learning_rate": 0.0008489067201604815, "loss": 1.6266, "theoretical_loss": 3.9215864471692488, "tokens_seen": 526647296 }, { "epoch": 0.16, "learning_rate": 0.0008488866599799398, "loss": 1.6327, "theoretical_loss": 3.921534736202193, "tokens_seen": 526712832 }, { "epoch": 0.16, "learning_rate": 0.0008488665997993982, "loss": 1.7006, "theoretical_loss": 3.921483033470146, "tokens_seen": 526778368 }, { "epoch": 0.16, "learning_rate": 0.0008488465396188566, "loss": 1.5604, "theoretical_loss": 3.921431338970773, "tokens_seen": 526843904 }, { "epoch": 0.16, "learning_rate": 0.0008488264794383149, "loss": 1.5901, "theoretical_loss": 3.921379652701738, "tokens_seen": 526909440 }, { "epoch": 0.16, "learning_rate": 0.0008488064192577734, "loss": 1.6418, "theoretical_loss": 3.9213279746607084, "tokens_seen": 526974976 }, { "epoch": 0.16, "learning_rate": 0.0008487863590772316, "loss": 1.5446, "theoretical_loss": 3.9212763048453505, "tokens_seen": 527040512 }, { "epoch": 0.16, "learning_rate": 0.0008487662988966901, "loss": 1.6844, "theoretical_loss": 3.921224643253332, "tokens_seen": 527106048 }, { "epoch": 0.16, "learning_rate": 0.0008487462387161485, "loss": 1.561, "theoretical_loss": 3.9211729898823235, "tokens_seen": 527171584 }, { "epoch": 0.16, "learning_rate": 0.0008487261785356068, "loss": 1.584, "theoretical_loss": 3.9211213447299937, "tokens_seen": 527237120 }, { "epoch": 0.16, "learning_rate": 0.0008487061183550652, "loss": 1.6675, "theoretical_loss": 3.921069707794014, "tokens_seen": 527302656 }, { "epoch": 0.16, "learning_rate": 0.0008486860581745235, "loss": 1.6663, "theoretical_loss": 3.9210180790720566, "tokens_seen": 527368192 }, { "epoch": 0.16, "learning_rate": 0.0008486659979939819, "loss": 1.6013, "theoretical_loss": 3.920966458561794, "tokens_seen": 527433728 }, { "epoch": 0.16, "learning_rate": 0.0008486459378134404, "loss": 1.6349, "theoretical_loss": 3.9209148462609003, "tokens_seen": 527499264 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.4926772713661194, "objective/train/docs_used": 198271, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.406691074371338, "objective/train/original_loss": 1.4066911935806274, "objective/train/theoretical_loss": 3.9208632421670497, "objective/train/tokens_used": 548024800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2433115839958191, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505046844482422, "objective/train/weighted_lm_loss": 1.4775863885879517, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9208632421670497, "tokens_seen": 527564800 }, { "epoch": 0.16, "learning_rate": 0.0008486258776328986, "loss": 1.559, "theoretical_loss": 3.9208632421670497, "tokens_seen": 527564800 }, { "epoch": 0.16, "learning_rate": 0.0008486058174523571, "loss": 1.6536, "theoretical_loss": 3.920811646277918, "tokens_seen": 527630336 }, { "epoch": 0.16, "learning_rate": 0.0008485857572718155, "loss": 1.6171, "theoretical_loss": 3.920760058591182, "tokens_seen": 527695872 }, { "epoch": 0.16, "learning_rate": 0.0008485656970912738, "loss": 1.6706, "theoretical_loss": 3.92070847910452, "tokens_seen": 527761408 }, { "epoch": 0.16, "learning_rate": 0.0008485456369107322, "loss": 1.5576, "theoretical_loss": 3.9206569078156104, "tokens_seen": 527826944 }, { "epoch": 0.16, "learning_rate": 0.0008485255767301906, "loss": 1.7217, "theoretical_loss": 3.920605344722132, "tokens_seen": 527892480 }, { "epoch": 0.16, "learning_rate": 0.0008485055165496489, "loss": 1.6116, "theoretical_loss": 3.9205537898217644, "tokens_seen": 527958016 }, { "epoch": 0.16, "learning_rate": 0.0008484854563691074, "loss": 1.6864, "theoretical_loss": 3.920502243112191, "tokens_seen": 528023552 }, { "epoch": 0.16, "learning_rate": 0.0008484653961885656, "loss": 1.6173, "theoretical_loss": 3.920450704591093, "tokens_seen": 528089088 }, { "epoch": 0.16, "learning_rate": 0.0008484453360080241, "loss": 1.657, "theoretical_loss": 3.920399174256154, "tokens_seen": 528154624 }, { "epoch": 0.16, "learning_rate": 0.0008484252758274824, "loss": 1.5317, "theoretical_loss": 3.920347652105058, "tokens_seen": 528220160 }, { "epoch": 0.16, "learning_rate": 0.0008484052156469408, "loss": 1.6393, "theoretical_loss": 3.92029613813549, "tokens_seen": 528285696 }, { "epoch": 0.16, "learning_rate": 0.0008483851554663992, "loss": 1.6641, "theoretical_loss": 3.9202446323451365, "tokens_seen": 528351232 }, { "epoch": 0.16, "learning_rate": 0.0008483650952858576, "loss": 1.6252, "theoretical_loss": 3.920193134731684, "tokens_seen": 528416768 }, { "epoch": 0.16, "learning_rate": 0.000848345035105316, "loss": 1.6232, "theoretical_loss": 3.920141645292821, "tokens_seen": 528482304 }, { "epoch": 0.16, "learning_rate": 0.0008483249749247744, "loss": 1.5546, "theoretical_loss": 3.9200901640262362, "tokens_seen": 528547840 }, { "epoch": 0.16, "learning_rate": 0.0008483049147442328, "loss": 1.6653, "theoretical_loss": 3.92003869092962, "tokens_seen": 528613376 }, { "epoch": 0.16, "learning_rate": 0.0008482848545636911, "loss": 1.6492, "theoretical_loss": 3.919987226000662, "tokens_seen": 528678912 }, { "epoch": 0.16, "learning_rate": 0.0008482647943831495, "loss": 1.5318, "theoretical_loss": 3.919935769237055, "tokens_seen": 528744448 }, { "epoch": 0.16, "learning_rate": 0.0008482447342026078, "loss": 1.5988, "theoretical_loss": 3.9198843206364913, "tokens_seen": 528809984 }, { "epoch": 0.16, "learning_rate": 0.0008482246740220663, "loss": 1.7496, "theoretical_loss": 3.919832880196664, "tokens_seen": 528875520 }, { "epoch": 0.16, "learning_rate": 0.0008482046138415246, "loss": 1.6519, "theoretical_loss": 3.919781447915269, "tokens_seen": 528941056 }, { "epoch": 0.16, "learning_rate": 0.000848184553660983, "loss": 1.6635, "theoretical_loss": 3.91973002379, "tokens_seen": 529006592 }, { "epoch": 0.16, "learning_rate": 0.0008481644934804413, "loss": 1.639, "theoretical_loss": 3.919678607818555, "tokens_seen": 529072128 }, { "epoch": 0.16, "learning_rate": 0.0008481444332998998, "loss": 1.5742, "theoretical_loss": 3.9196271999986303, "tokens_seen": 529137664 }, { "epoch": 0.16, "learning_rate": 0.0008481243731193581, "loss": 1.5977, "theoretical_loss": 3.919575800327925, "tokens_seen": 529203200 }, { "epoch": 0.16, "learning_rate": 0.0008481043129388165, "loss": 1.6649, "theoretical_loss": 3.919524408804137, "tokens_seen": 529268736 }, { "epoch": 0.16, "learning_rate": 0.0008480842527582748, "loss": 1.5606, "theoretical_loss": 3.919473025424969, "tokens_seen": 529334272 }, { "epoch": 0.16, "learning_rate": 0.0008480641925777332, "loss": 1.6166, "theoretical_loss": 3.9194216501881187, "tokens_seen": 529399808 }, { "epoch": 0.16, "learning_rate": 0.0008480441323971916, "loss": 1.5941, "theoretical_loss": 3.9193702830912907, "tokens_seen": 529465344 }, { "epoch": 0.16, "learning_rate": 0.00084802407221665, "loss": 1.7999, "theoretical_loss": 3.9193189241321873, "tokens_seen": 529530880 }, { "epoch": 0.16, "learning_rate": 0.0008480040120361083, "loss": 1.5353, "theoretical_loss": 3.9192675733085123, "tokens_seen": 529596416 }, { "epoch": 0.16, "learning_rate": 0.0008479839518555668, "loss": 1.6426, "theoretical_loss": 3.91921623061797, "tokens_seen": 529661952 }, { "epoch": 0.16, "learning_rate": 0.0008479638916750251, "loss": 1.6522, "theoretical_loss": 3.919164896058267, "tokens_seen": 529727488 }, { "epoch": 0.16, "learning_rate": 0.0008479438314944835, "loss": 1.6843, "theoretical_loss": 3.9191135696271098, "tokens_seen": 529793024 }, { "epoch": 0.16, "learning_rate": 0.0008479237713139419, "loss": 1.6878, "theoretical_loss": 3.9190622513222055, "tokens_seen": 529858560 }, { "epoch": 0.16, "learning_rate": 0.0008479037111334002, "loss": 1.7081, "theoretical_loss": 3.9190109411412632, "tokens_seen": 529924096 }, { "epoch": 0.16, "learning_rate": 0.0008478836509528586, "loss": 1.6211, "theoretical_loss": 3.918959639081992, "tokens_seen": 529989632 }, { "epoch": 0.16, "learning_rate": 0.000847863590772317, "loss": 1.7312, "theoretical_loss": 3.9189083451421025, "tokens_seen": 530055168 }, { "epoch": 0.16, "learning_rate": 0.0008478435305917753, "loss": 1.4901, "theoretical_loss": 3.918857059319306, "tokens_seen": 530120704 }, { "epoch": 0.16, "learning_rate": 0.0008478234704112338, "loss": 1.4875, "theoretical_loss": 3.918805781611315, "tokens_seen": 530186240 }, { "epoch": 0.16, "learning_rate": 0.000847803410230692, "loss": 1.583, "theoretical_loss": 3.918754512015842, "tokens_seen": 530251776 }, { "epoch": 0.16, "learning_rate": 0.0008477833500501505, "loss": 1.6291, "theoretical_loss": 3.9187032505306023, "tokens_seen": 530317312 }, { "epoch": 0.16, "learning_rate": 0.0008477632898696089, "loss": 1.6093, "theoretical_loss": 3.91865199715331, "tokens_seen": 530382848 }, { "epoch": 0.16, "learning_rate": 0.0008477432296890672, "loss": 1.5456, "theoretical_loss": 3.918600751881681, "tokens_seen": 530448384 }, { "epoch": 0.16, "learning_rate": 0.0008477231695085256, "loss": 1.6374, "theoretical_loss": 3.9185495147134324, "tokens_seen": 530513920 }, { "epoch": 0.16, "learning_rate": 0.000847703109327984, "loss": 1.6139, "theoretical_loss": 3.918498285646282, "tokens_seen": 530579456 }, { "epoch": 0.16, "learning_rate": 0.0008476830491474423, "loss": 1.6597, "theoretical_loss": 3.9184470646779492, "tokens_seen": 530644992 }, { "epoch": 0.16, "learning_rate": 0.0008476629889669008, "loss": 1.6118, "theoretical_loss": 3.918395851806153, "tokens_seen": 530710528 }, { "epoch": 0.16, "learning_rate": 0.000847642928786359, "loss": 1.6052, "theoretical_loss": 3.9183446470286136, "tokens_seen": 530776064 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.4919034540653229, "objective/train/docs_used": 199409, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5748982429504395, "objective/train/original_loss": 1.5748980045318604, "objective/train/theoretical_loss": 3.9182934503430538, "objective/train/tokens_used": 551301600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2425510436296463, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050423264503479, "objective/train/weighted_lm_loss": 1.654366374015808, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9182934503430538, "tokens_seen": 530841600 }, { "epoch": 0.16, "learning_rate": 0.0008476228686058175, "loss": 1.5934, "theoretical_loss": 3.9182934503430538, "tokens_seen": 530841600 }, { "epoch": 0.16, "learning_rate": 0.0008476028084252759, "loss": 1.6358, "theoretical_loss": 3.918242261747195, "tokens_seen": 530907136 }, { "epoch": 0.16, "learning_rate": 0.0008475827482447342, "loss": 1.6104, "theoretical_loss": 3.9181910812387604, "tokens_seen": 530972672 }, { "epoch": 0.16, "learning_rate": 0.0008475626880641926, "loss": 1.5103, "theoretical_loss": 3.9181399088154745, "tokens_seen": 531038208 }, { "epoch": 0.16, "learning_rate": 0.000847542627883651, "loss": 1.5375, "theoretical_loss": 3.918088744475064, "tokens_seen": 531103744 }, { "epoch": 0.16, "learning_rate": 0.0008475225677031093, "loss": 1.724, "theoretical_loss": 3.9180375882152525, "tokens_seen": 531169280 }, { "epoch": 0.16, "learning_rate": 0.0008475025075225678, "loss": 1.6848, "theoretical_loss": 3.9179864400337685, "tokens_seen": 531234816 }, { "epoch": 0.16, "learning_rate": 0.000847482447342026, "loss": 1.6819, "theoretical_loss": 3.91793529992834, "tokens_seen": 531300352 }, { "epoch": 0.16, "learning_rate": 0.0008474623871614845, "loss": 1.5828, "theoretical_loss": 3.9178841678966956, "tokens_seen": 531365888 }, { "epoch": 0.16, "learning_rate": 0.0008474423269809428, "loss": 1.5993, "theoretical_loss": 3.9178330439365654, "tokens_seen": 531431424 }, { "epoch": 0.16, "learning_rate": 0.0008474222668004012, "loss": 1.6697, "theoretical_loss": 3.917781928045679, "tokens_seen": 531496960 }, { "epoch": 0.16, "learning_rate": 0.0008474022066198596, "loss": 1.7663, "theoretical_loss": 3.9177308202217693, "tokens_seen": 531562496 }, { "epoch": 0.16, "learning_rate": 0.000847382146439318, "loss": 1.6602, "theoretical_loss": 3.9176797204625693, "tokens_seen": 531628032 }, { "epoch": 0.16, "learning_rate": 0.0008473620862587763, "loss": 1.6338, "theoretical_loss": 3.9176286287658106, "tokens_seen": 531693568 }, { "epoch": 0.16, "learning_rate": 0.0008473420260782348, "loss": 1.716, "theoretical_loss": 3.9175775451292285, "tokens_seen": 531759104 }, { "epoch": 0.16, "learning_rate": 0.000847321965897693, "loss": 1.7191, "theoretical_loss": 3.917526469550559, "tokens_seen": 531824640 }, { "epoch": 0.16, "learning_rate": 0.0008473019057171515, "loss": 1.5278, "theoretical_loss": 3.917475402027537, "tokens_seen": 531890176 }, { "epoch": 0.16, "learning_rate": 0.0008472818455366098, "loss": 1.5785, "theoretical_loss": 3.9174243425579007, "tokens_seen": 531955712 }, { "epoch": 0.16, "learning_rate": 0.0008472617853560682, "loss": 1.642, "theoretical_loss": 3.917373291139388, "tokens_seen": 532021248 }, { "epoch": 0.16, "learning_rate": 0.0008472417251755266, "loss": 1.5372, "theoretical_loss": 3.9173222477697376, "tokens_seen": 532086784 }, { "epoch": 0.16, "learning_rate": 0.000847221664994985, "loss": 1.5666, "theoretical_loss": 3.917271212446689, "tokens_seen": 532152320 }, { "epoch": 0.16, "learning_rate": 0.0008472016048144433, "loss": 1.5001, "theoretical_loss": 3.917220185167984, "tokens_seen": 532217856 }, { "epoch": 0.16, "learning_rate": 0.0008471815446339017, "loss": 1.568, "theoretical_loss": 3.9171691659313637, "tokens_seen": 532283392 }, { "epoch": 0.16, "learning_rate": 0.00084716148445336, "loss": 1.8325, "theoretical_loss": 3.9171181547345704, "tokens_seen": 532348928 }, { "epoch": 0.16, "learning_rate": 0.0008471414242728185, "loss": 1.5937, "theoretical_loss": 3.917067151575348, "tokens_seen": 532414464 }, { "epoch": 0.16, "learning_rate": 0.0008471213640922768, "loss": 1.6996, "theoretical_loss": 3.917016156451441, "tokens_seen": 532480000 }, { "epoch": 0.16, "learning_rate": 0.0008471013039117352, "loss": 1.7402, "theoretical_loss": 3.9169651693605942, "tokens_seen": 532545536 }, { "epoch": 0.16, "learning_rate": 0.0008470812437311935, "loss": 1.6802, "theoretical_loss": 3.916914190300555, "tokens_seen": 532611072 }, { "epoch": 0.16, "learning_rate": 0.000847061183550652, "loss": 1.6203, "theoretical_loss": 3.916863219269069, "tokens_seen": 532676608 }, { "epoch": 0.16, "learning_rate": 0.0008470411233701103, "loss": 1.524, "theoretical_loss": 3.916812256263886, "tokens_seen": 532742144 }, { "epoch": 0.16, "learning_rate": 0.0008470210631895687, "loss": 1.6564, "theoretical_loss": 3.9167613012827536, "tokens_seen": 532807680 }, { "epoch": 0.16, "learning_rate": 0.0008470010030090271, "loss": 1.6716, "theoretical_loss": 3.9167103543234223, "tokens_seen": 532873216 }, { "epoch": 0.16, "learning_rate": 0.0008469809428284855, "loss": 1.6233, "theoretical_loss": 3.9166594153836427, "tokens_seen": 532938752 }, { "epoch": 0.16, "learning_rate": 0.0008469608826479438, "loss": 1.6648, "theoretical_loss": 3.9166084844611664, "tokens_seen": 533004288 }, { "epoch": 0.16, "learning_rate": 0.0008469408224674023, "loss": 1.6156, "theoretical_loss": 3.9165575615537467, "tokens_seen": 533069824 }, { "epoch": 0.16, "learning_rate": 0.0008469207622868605, "loss": 1.668, "theoretical_loss": 3.916506646659136, "tokens_seen": 533135360 }, { "epoch": 0.16, "learning_rate": 0.000846900702106319, "loss": 1.6171, "theoretical_loss": 3.9164557397750897, "tokens_seen": 533200896 }, { "epoch": 0.16, "learning_rate": 0.0008468806419257773, "loss": 1.6386, "theoretical_loss": 3.916404840899363, "tokens_seen": 533266432 }, { "epoch": 0.16, "learning_rate": 0.0008468605817452357, "loss": 1.6073, "theoretical_loss": 3.9163539500297118, "tokens_seen": 533331968 }, { "epoch": 0.16, "learning_rate": 0.0008468405215646942, "loss": 1.6268, "theoretical_loss": 3.916303067163893, "tokens_seen": 533397504 }, { "epoch": 0.16, "learning_rate": 0.0008468204613841524, "loss": 1.6233, "theoretical_loss": 3.916252192299665, "tokens_seen": 533463040 }, { "epoch": 0.16, "learning_rate": 0.0008468004012036109, "loss": 1.6126, "theoretical_loss": 3.916201325434787, "tokens_seen": 533528576 }, { "epoch": 0.16, "learning_rate": 0.0008467803410230693, "loss": 1.5906, "theoretical_loss": 3.916150466567019, "tokens_seen": 533594112 }, { "epoch": 0.16, "learning_rate": 0.0008467602808425276, "loss": 1.6757, "theoretical_loss": 3.9160996156941206, "tokens_seen": 533659648 }, { "epoch": 0.16, "learning_rate": 0.000846740220661986, "loss": 1.6084, "theoretical_loss": 3.9160487728138538, "tokens_seen": 533725184 }, { "epoch": 0.16, "learning_rate": 0.0008467201604814443, "loss": 1.63, "theoretical_loss": 3.915997937923982, "tokens_seen": 533790720 }, { "epoch": 0.16, "learning_rate": 0.0008467001003009027, "loss": 1.5667, "theoretical_loss": 3.915947111022269, "tokens_seen": 533856256 }, { "epoch": 0.16, "learning_rate": 0.0008466800401203612, "loss": 1.7042, "theoretical_loss": 3.9158962921064773, "tokens_seen": 533921792 }, { "epoch": 0.16, "learning_rate": 0.0008466599799398194, "loss": 1.6378, "theoretical_loss": 3.9158454811743733, "tokens_seen": 533987328 }, { "epoch": 0.16, "learning_rate": 0.0008466399197592779, "loss": 1.6598, "theoretical_loss": 3.9157946782237234, "tokens_seen": 534052864 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.49396708607673645, "objective/train/docs_used": 200516, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5956155061721802, "objective/train/original_loss": 1.5956156253814697, "objective/train/theoretical_loss": 3.9157438832522944, "objective/train/tokens_used": 554578400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24434596300125122, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050639033317566, "objective/train/weighted_lm_loss": 1.6763161420822144, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9157438832522944, "tokens_seen": 534118400 }, { "epoch": 0.16, "learning_rate": 0.0008466198595787363, "loss": 1.6087, "theoretical_loss": 3.9157438832522944, "tokens_seen": 534118400 }, { "epoch": 0.16, "learning_rate": 0.0008465997993981946, "loss": 1.7316, "theoretical_loss": 3.9156930962578533, "tokens_seen": 534183936 }, { "epoch": 0.16, "learning_rate": 0.000846579739217653, "loss": 1.7161, "theoretical_loss": 3.915642317238171, "tokens_seen": 534249472 }, { "epoch": 0.16, "learning_rate": 0.0008465596790371114, "loss": 1.6406, "theoretical_loss": 3.915591546191015, "tokens_seen": 534315008 }, { "epoch": 0.16, "learning_rate": 0.0008465396188565697, "loss": 1.6527, "theoretical_loss": 3.9155407831141575, "tokens_seen": 534380544 }, { "epoch": 0.16, "learning_rate": 0.0008465195586760282, "loss": 1.6793, "theoretical_loss": 3.9154900280053697, "tokens_seen": 534446080 }, { "epoch": 0.16, "learning_rate": 0.0008464994984954864, "loss": 1.6632, "theoretical_loss": 3.915439280862423, "tokens_seen": 534511616 }, { "epoch": 0.16, "learning_rate": 0.0008464794383149449, "loss": 1.6393, "theoretical_loss": 3.9153885416830922, "tokens_seen": 534577152 }, { "epoch": 0.16, "learning_rate": 0.0008464593781344032, "loss": 1.5558, "theoretical_loss": 3.915337810465151, "tokens_seen": 534642688 }, { "epoch": 0.16, "learning_rate": 0.0008464393179538616, "loss": 1.6084, "theoretical_loss": 3.9152870872063747, "tokens_seen": 534708224 }, { "epoch": 0.16, "learning_rate": 0.00084641925777332, "loss": 1.6117, "theoretical_loss": 3.915236371904539, "tokens_seen": 534773760 }, { "epoch": 0.16, "learning_rate": 0.0008463991975927784, "loss": 1.7532, "theoretical_loss": 3.915185664557421, "tokens_seen": 534839296 }, { "epoch": 0.16, "learning_rate": 0.0008463791374122367, "loss": 1.5398, "theoretical_loss": 3.915134965162798, "tokens_seen": 534904832 }, { "epoch": 0.16, "learning_rate": 0.0008463590772316952, "loss": 1.6308, "theoretical_loss": 3.915084273718449, "tokens_seen": 534970368 }, { "epoch": 0.16, "learning_rate": 0.0008463390170511534, "loss": 1.6037, "theoretical_loss": 3.915033590222153, "tokens_seen": 535035904 }, { "epoch": 0.16, "learning_rate": 0.0008463189568706119, "loss": 1.5928, "theoretical_loss": 3.9149829146716923, "tokens_seen": 535101440 }, { "epoch": 0.16, "learning_rate": 0.0008462988966900702, "loss": 1.6595, "theoretical_loss": 3.914932247064847, "tokens_seen": 535166976 }, { "epoch": 0.16, "learning_rate": 0.0008462788365095286, "loss": 1.6967, "theoretical_loss": 3.914881587399399, "tokens_seen": 535232512 }, { "epoch": 0.16, "learning_rate": 0.000846258776328987, "loss": 1.5722, "theoretical_loss": 3.914830935673132, "tokens_seen": 535298048 }, { "epoch": 0.16, "learning_rate": 0.0008462387161484454, "loss": 1.5449, "theoretical_loss": 3.9147802918838304, "tokens_seen": 535363584 }, { "epoch": 0.16, "learning_rate": 0.0008462186559679037, "loss": 1.5417, "theoretical_loss": 3.914729656029279, "tokens_seen": 535429120 }, { "epoch": 0.16, "learning_rate": 0.0008461985957873621, "loss": 1.6225, "theoretical_loss": 3.9146790281072628, "tokens_seen": 535494656 }, { "epoch": 0.16, "learning_rate": 0.0008461785356068205, "loss": 1.5895, "theoretical_loss": 3.914628408115569, "tokens_seen": 535560192 }, { "epoch": 0.16, "learning_rate": 0.0008461584754262789, "loss": 1.6551, "theoretical_loss": 3.9145777960519856, "tokens_seen": 535625728 }, { "epoch": 0.16, "learning_rate": 0.0008461384152457372, "loss": 1.6158, "theoretical_loss": 3.9145271919143005, "tokens_seen": 535691264 }, { "epoch": 0.16, "learning_rate": 0.0008461183550651956, "loss": 1.6353, "theoretical_loss": 3.9144765957003034, "tokens_seen": 535756800 }, { "epoch": 0.16, "learning_rate": 0.0008460982948846539, "loss": 1.5529, "theoretical_loss": 3.9144260074077843, "tokens_seen": 535822336 }, { "epoch": 0.16, "learning_rate": 0.0008460782347041124, "loss": 1.7125, "theoretical_loss": 3.914375427034535, "tokens_seen": 535887872 }, { "epoch": 0.16, "learning_rate": 0.0008460581745235707, "loss": 1.6906, "theoretical_loss": 3.914324854578347, "tokens_seen": 535953408 }, { "epoch": 0.16, "learning_rate": 0.0008460381143430291, "loss": 1.6646, "theoretical_loss": 3.914274290037013, "tokens_seen": 536018944 }, { "epoch": 0.16, "learning_rate": 0.0008460180541624875, "loss": 1.6138, "theoretical_loss": 3.9142237334083276, "tokens_seen": 536084480 }, { "epoch": 0.16, "learning_rate": 0.0008459979939819459, "loss": 1.6063, "theoretical_loss": 3.914173184690085, "tokens_seen": 536150016 }, { "epoch": 0.16, "learning_rate": 0.0008459779338014042, "loss": 1.5708, "theoretical_loss": 3.9141226438800802, "tokens_seen": 536215552 }, { "epoch": 0.16, "learning_rate": 0.0008459578736208627, "loss": 1.6743, "theoretical_loss": 3.9140721109761105, "tokens_seen": 536281088 }, { "epoch": 0.16, "learning_rate": 0.0008459378134403209, "loss": 1.6015, "theoretical_loss": 3.914021585975973, "tokens_seen": 536346624 }, { "epoch": 0.16, "learning_rate": 0.0008459177532597794, "loss": 1.7059, "theoretical_loss": 3.9139710688774656, "tokens_seen": 536412160 }, { "epoch": 0.16, "learning_rate": 0.0008458976930792377, "loss": 1.6028, "theoretical_loss": 3.913920559678388, "tokens_seen": 536477696 }, { "epoch": 0.16, "learning_rate": 0.0008458776328986961, "loss": 1.5366, "theoretical_loss": 3.9138700583765402, "tokens_seen": 536543232 }, { "epoch": 0.16, "learning_rate": 0.0008458575727181545, "loss": 1.5262, "theoretical_loss": 3.9138195649697227, "tokens_seen": 536608768 }, { "epoch": 0.16, "learning_rate": 0.0008458375125376128, "loss": 1.6228, "theoretical_loss": 3.9137690794557374, "tokens_seen": 536674304 }, { "epoch": 0.16, "learning_rate": 0.0008458174523570712, "loss": 1.7002, "theoretical_loss": 3.913718601832387, "tokens_seen": 536739840 }, { "epoch": 0.16, "learning_rate": 0.0008457973921765297, "loss": 1.5999, "theoretical_loss": 3.9136681320974738, "tokens_seen": 536805376 }, { "epoch": 0.16, "learning_rate": 0.0008457773319959879, "loss": 1.6347, "theoretical_loss": 3.9136176702488044, "tokens_seen": 536870912 }, { "epoch": 0.16, "learning_rate": 0.0008457572718154464, "loss": 1.5275, "theoretical_loss": 3.913567216284182, "tokens_seen": 536936448 }, { "epoch": 0.16, "learning_rate": 0.0008457372116349046, "loss": 1.5859, "theoretical_loss": 3.913516770201414, "tokens_seen": 537001984 }, { "epoch": 0.16, "learning_rate": 0.0008457171514543631, "loss": 1.5626, "theoretical_loss": 3.9134663319983076, "tokens_seen": 537067520 }, { "epoch": 0.16, "learning_rate": 0.0008456970912738215, "loss": 1.5884, "theoretical_loss": 3.91341590167267, "tokens_seen": 537133056 }, { "epoch": 0.16, "learning_rate": 0.0008456770310932798, "loss": 1.5622, "theoretical_loss": 3.91336547922231, "tokens_seen": 537198592 }, { "epoch": 0.16, "learning_rate": 0.0008456569709127382, "loss": 1.6479, "theoretical_loss": 3.9133150646450376, "tokens_seen": 537264128 }, { "epoch": 0.16, "learning_rate": 0.0008456369107321967, "loss": 1.6251, "theoretical_loss": 3.913264657938663, "tokens_seen": 537329664 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.4932006597518921, "objective/train/docs_used": 201641, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4497480392456055, "objective/train/original_loss": 1.449748158454895, "objective/train/theoretical_loss": 3.9132142591009975, "objective/train/tokens_used": 557855200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2437322437763214, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050559163093567, "objective/train/weighted_lm_loss": 1.5229429006576538, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9132142591009975, "tokens_seen": 537395200 }, { "epoch": 0.16, "learning_rate": 0.0008456168505516549, "loss": 1.5278, "theoretical_loss": 3.9132142591009975, "tokens_seen": 537395200 }, { "epoch": 0.16, "learning_rate": 0.0008455967903711134, "loss": 1.6539, "theoretical_loss": 3.913163868129854, "tokens_seen": 537460736 }, { "epoch": 0.16, "learning_rate": 0.0008455767301905716, "loss": 1.6771, "theoretical_loss": 3.913113485023046, "tokens_seen": 537526272 }, { "epoch": 0.16, "learning_rate": 0.0008455566700100301, "loss": 1.5341, "theoretical_loss": 3.9130631097783866, "tokens_seen": 537591808 }, { "epoch": 0.16, "learning_rate": 0.0008455366098294885, "loss": 1.5754, "theoretical_loss": 3.9130127423936907, "tokens_seen": 537657344 }, { "epoch": 0.16, "learning_rate": 0.0008455165496489468, "loss": 1.6758, "theoretical_loss": 3.912962382866774, "tokens_seen": 537722880 }, { "epoch": 0.16, "learning_rate": 0.0008454964894684052, "loss": 1.6715, "theoretical_loss": 3.9129120311954537, "tokens_seen": 537788416 }, { "epoch": 0.16, "learning_rate": 0.0008454764292878636, "loss": 1.6385, "theoretical_loss": 3.9128616873775472, "tokens_seen": 537853952 }, { "epoch": 0.16, "learning_rate": 0.0008454563691073219, "loss": 1.6726, "theoretical_loss": 3.9128113514108733, "tokens_seen": 537919488 }, { "epoch": 0.16, "learning_rate": 0.0008454363089267804, "loss": 1.6917, "theoretical_loss": 3.9127610232932506, "tokens_seen": 537985024 }, { "epoch": 0.16, "learning_rate": 0.0008454162487462387, "loss": 1.6347, "theoretical_loss": 3.912710703022499, "tokens_seen": 538050560 }, { "epoch": 0.16, "learning_rate": 0.0008453961885656971, "loss": 1.6559, "theoretical_loss": 3.9126603905964403, "tokens_seen": 538116096 }, { "epoch": 0.16, "learning_rate": 0.0008453761283851554, "loss": 1.5037, "theoretical_loss": 3.9126100860128963, "tokens_seen": 538181632 }, { "epoch": 0.16, "learning_rate": 0.0008453560682046138, "loss": 1.6297, "theoretical_loss": 3.9125597892696895, "tokens_seen": 538247168 }, { "epoch": 0.16, "learning_rate": 0.0008453360080240723, "loss": 1.732, "theoretical_loss": 3.912509500364643, "tokens_seen": 538312704 }, { "epoch": 0.16, "learning_rate": 0.0008453159478435306, "loss": 1.7173, "theoretical_loss": 3.9124592192955827, "tokens_seen": 538378240 }, { "epoch": 0.16, "learning_rate": 0.000845295887662989, "loss": 1.5541, "theoretical_loss": 3.9124089460603324, "tokens_seen": 538443776 }, { "epoch": 0.16, "learning_rate": 0.0008452758274824474, "loss": 1.5886, "theoretical_loss": 3.9123586806567188, "tokens_seen": 538509312 }, { "epoch": 0.16, "learning_rate": 0.0008452557673019058, "loss": 1.5959, "theoretical_loss": 3.9123084230825698, "tokens_seen": 538574848 }, { "epoch": 0.16, "learning_rate": 0.0008452357071213641, "loss": 1.7745, "theoretical_loss": 3.9122581733357125, "tokens_seen": 538640384 }, { "epoch": 0.16, "learning_rate": 0.0008452156469408225, "loss": 1.5802, "theoretical_loss": 3.9122079314139766, "tokens_seen": 538705920 }, { "epoch": 0.16, "learning_rate": 0.0008451955867602809, "loss": 1.693, "theoretical_loss": 3.9121576973151906, "tokens_seen": 538771456 }, { "epoch": 0.16, "learning_rate": 0.0008451755265797393, "loss": 1.5976, "theoretical_loss": 3.912107471037186, "tokens_seen": 538836992 }, { "epoch": 0.16, "learning_rate": 0.0008451554663991976, "loss": 1.6027, "theoretical_loss": 3.9120572525777937, "tokens_seen": 538902528 }, { "epoch": 0.16, "learning_rate": 0.000845135406218656, "loss": 1.6657, "theoretical_loss": 3.9120070419348463, "tokens_seen": 538968064 }, { "epoch": 0.16, "learning_rate": 0.0008451153460381143, "loss": 1.4962, "theoretical_loss": 3.9119568391061765, "tokens_seen": 539033600 }, { "epoch": 0.16, "learning_rate": 0.0008450952858575728, "loss": 1.5403, "theoretical_loss": 3.911906644089619, "tokens_seen": 539099136 }, { "epoch": 0.16, "learning_rate": 0.0008450752256770311, "loss": 1.5892, "theoretical_loss": 3.9118564568830085, "tokens_seen": 539164672 }, { "epoch": 0.16, "learning_rate": 0.0008450551654964895, "loss": 1.6834, "theoretical_loss": 3.9118062774841804, "tokens_seen": 539230208 }, { "epoch": 0.16, "learning_rate": 0.0008450351053159479, "loss": 1.7064, "theoretical_loss": 3.911756105890972, "tokens_seen": 539295744 }, { "epoch": 0.16, "learning_rate": 0.0008450150451354063, "loss": 1.767, "theoretical_loss": 3.9117059421012197, "tokens_seen": 539361280 }, { "epoch": 0.16, "learning_rate": 0.0008449949849548646, "loss": 1.6195, "theoretical_loss": 3.911655786112763, "tokens_seen": 539426816 }, { "epoch": 0.16, "learning_rate": 0.0008449749247743231, "loss": 1.5392, "theoretical_loss": 3.91160563792344, "tokens_seen": 539492352 }, { "epoch": 0.16, "learning_rate": 0.0008449548645937813, "loss": 1.6299, "theoretical_loss": 3.9115554975310918, "tokens_seen": 539557888 }, { "epoch": 0.16, "learning_rate": 0.0008449348044132398, "loss": 1.6654, "theoretical_loss": 3.9115053649335585, "tokens_seen": 539623424 }, { "epoch": 0.16, "learning_rate": 0.0008449147442326981, "loss": 1.6519, "theoretical_loss": 3.9114552401286824, "tokens_seen": 539688960 }, { "epoch": 0.16, "learning_rate": 0.0008448946840521565, "loss": 1.612, "theoretical_loss": 3.911405123114305, "tokens_seen": 539754496 }, { "epoch": 0.16, "learning_rate": 0.0008448746238716149, "loss": 1.7025, "theoretical_loss": 3.9113550138882722, "tokens_seen": 539820032 }, { "epoch": 0.16, "learning_rate": 0.0008448545636910732, "loss": 1.6332, "theoretical_loss": 3.9113049124484256, "tokens_seen": 539885568 }, { "epoch": 0.16, "learning_rate": 0.0008448345035105316, "loss": 1.7054, "theoretical_loss": 3.9112548187926124, "tokens_seen": 539951104 }, { "epoch": 0.16, "learning_rate": 0.0008448144433299901, "loss": 1.6892, "theoretical_loss": 3.9112047329186783, "tokens_seen": 540016640 }, { "epoch": 0.16, "learning_rate": 0.0008447943831494483, "loss": 1.64, "theoretical_loss": 3.911154654824469, "tokens_seen": 540082176 }, { "epoch": 0.16, "learning_rate": 0.0008447743229689068, "loss": 1.5573, "theoretical_loss": 3.911104584507834, "tokens_seen": 540147712 }, { "epoch": 0.16, "learning_rate": 0.000844754262788365, "loss": 1.8344, "theoretical_loss": 3.91105452196662, "tokens_seen": 540213248 }, { "epoch": 0.16, "learning_rate": 0.0008447342026078235, "loss": 1.5585, "theoretical_loss": 3.911004467198679, "tokens_seen": 540278784 }, { "epoch": 0.16, "learning_rate": 0.0008447141424272819, "loss": 1.7415, "theoretical_loss": 3.9109544202018593, "tokens_seen": 540344320 }, { "epoch": 0.16, "learning_rate": 0.0008446940822467402, "loss": 1.656, "theoretical_loss": 3.9109043809740127, "tokens_seen": 540409856 }, { "epoch": 0.16, "learning_rate": 0.0008446740220661986, "loss": 1.5673, "theoretical_loss": 3.9108543495129915, "tokens_seen": 540475392 }, { "epoch": 0.16, "learning_rate": 0.0008446539618856571, "loss": 1.7181, "theoretical_loss": 3.9108043258166485, "tokens_seen": 540540928 }, { "epoch": 0.16, "learning_rate": 0.0008446339017051153, "loss": 1.5633, "theoretical_loss": 3.9107543098828375, "tokens_seen": 540606464 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.49212127923965454, "objective/train/docs_used": 202818, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4933364391326904, "objective/train/original_loss": 1.4933364391326904, "objective/train/theoretical_loss": 3.910704301709413, "objective/train/tokens_used": 561132000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24271930754184723, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504459142684937, "objective/train/weighted_lm_loss": 1.5686144828796387, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.910704301709413, "tokens_seen": 540672000 }, { "epoch": 0.16, "learning_rate": 0.0008446138415245738, "loss": 1.6177, "theoretical_loss": 3.910704301709413, "tokens_seen": 540672000 }, { "epoch": 0.16, "learning_rate": 0.000844593781344032, "loss": 1.6962, "theoretical_loss": 3.91065430129423, "tokens_seen": 540737536 }, { "epoch": 0.16, "learning_rate": 0.0008445737211634905, "loss": 1.5858, "theoretical_loss": 3.910604308635146, "tokens_seen": 540803072 }, { "epoch": 0.16, "learning_rate": 0.0008445536609829489, "loss": 1.5983, "theoretical_loss": 3.9105543237300173, "tokens_seen": 540868608 }, { "epoch": 0.16, "learning_rate": 0.0008445336008024072, "loss": 1.609, "theoretical_loss": 3.910504346576702, "tokens_seen": 540934144 }, { "epoch": 0.16, "learning_rate": 0.0008445135406218656, "loss": 1.5867, "theoretical_loss": 3.9104543771730595, "tokens_seen": 540999680 }, { "epoch": 0.16, "learning_rate": 0.000844493480441324, "loss": 1.5341, "theoretical_loss": 3.9104044155169495, "tokens_seen": 541065216 }, { "epoch": 0.16, "learning_rate": 0.0008444734202607823, "loss": 1.5828, "theoretical_loss": 3.9103544616062322, "tokens_seen": 541130752 }, { "epoch": 0.16, "learning_rate": 0.0008444533600802408, "loss": 1.7507, "theoretical_loss": 3.910304515438769, "tokens_seen": 541196288 }, { "epoch": 0.16, "learning_rate": 0.000844433299899699, "loss": 1.7463, "theoretical_loss": 3.910254577012422, "tokens_seen": 541261824 }, { "epoch": 0.16, "learning_rate": 0.0008444132397191575, "loss": 1.6767, "theoretical_loss": 3.910204646325055, "tokens_seen": 541327360 }, { "epoch": 0.16, "learning_rate": 0.0008443931795386158, "loss": 1.656, "theoretical_loss": 3.9101547233745313, "tokens_seen": 541392896 }, { "epoch": 0.16, "learning_rate": 0.0008443731193580742, "loss": 1.6428, "theoretical_loss": 3.9101048081587164, "tokens_seen": 541458432 }, { "epoch": 0.16, "learning_rate": 0.0008443530591775326, "loss": 1.6341, "theoretical_loss": 3.9100549006754752, "tokens_seen": 541523968 }, { "epoch": 0.16, "learning_rate": 0.000844332998996991, "loss": 1.7341, "theoretical_loss": 3.9100050009226752, "tokens_seen": 541589504 }, { "epoch": 0.16, "learning_rate": 0.0008443129388164493, "loss": 1.7356, "theoretical_loss": 3.909955108898183, "tokens_seen": 541655040 }, { "epoch": 0.16, "learning_rate": 0.0008442928786359078, "loss": 1.6214, "theoretical_loss": 3.909905224599867, "tokens_seen": 541720576 }, { "epoch": 0.16, "learning_rate": 0.0008442728184553661, "loss": 1.6616, "theoretical_loss": 3.909855348025596, "tokens_seen": 541786112 }, { "epoch": 0.16, "learning_rate": 0.0008442527582748245, "loss": 1.5306, "theoretical_loss": 3.9098054791732406, "tokens_seen": 541851648 }, { "epoch": 0.16, "learning_rate": 0.0008442326980942828, "loss": 1.7722, "theoretical_loss": 3.9097556180406716, "tokens_seen": 541917184 }, { "epoch": 0.16, "learning_rate": 0.0008442126379137413, "loss": 1.6713, "theoretical_loss": 3.909705764625759, "tokens_seen": 541982720 }, { "epoch": 0.16, "learning_rate": 0.0008441925777331996, "loss": 1.6604, "theoretical_loss": 3.9096559189263775, "tokens_seen": 542048256 }, { "epoch": 0.16, "learning_rate": 0.000844172517552658, "loss": 1.5467, "theoretical_loss": 3.909606080940399, "tokens_seen": 542113792 }, { "epoch": 0.16, "learning_rate": 0.0008441524573721163, "loss": 1.6024, "theoretical_loss": 3.9095562506656982, "tokens_seen": 542179328 }, { "epoch": 0.16, "learning_rate": 0.0008441323971915747, "loss": 1.6659, "theoretical_loss": 3.909506428100149, "tokens_seen": 542244864 }, { "epoch": 0.16, "learning_rate": 0.0008441123370110331, "loss": 1.6401, "theoretical_loss": 3.9094566132416286, "tokens_seen": 542310400 }, { "epoch": 0.16, "learning_rate": 0.0008440922768304915, "loss": 1.6249, "theoretical_loss": 3.909406806088013, "tokens_seen": 542375936 }, { "epoch": 0.16, "learning_rate": 0.0008440722166499498, "loss": 1.5873, "theoretical_loss": 3.9093570066371797, "tokens_seen": 542441472 }, { "epoch": 0.16, "learning_rate": 0.0008440521564694083, "loss": 1.7236, "theoretical_loss": 3.9093072148870074, "tokens_seen": 542507008 }, { "epoch": 0.16, "learning_rate": 0.0008440320962888666, "loss": 1.6741, "theoretical_loss": 3.9092574308353747, "tokens_seen": 542572544 }, { "epoch": 0.16, "learning_rate": 0.000844012036108325, "loss": 1.657, "theoretical_loss": 3.909207654480162, "tokens_seen": 542638080 }, { "epoch": 0.16, "learning_rate": 0.0008439919759277833, "loss": 1.6883, "theoretical_loss": 3.9091578858192504, "tokens_seen": 542703616 }, { "epoch": 0.16, "learning_rate": 0.0008439719157472417, "loss": 1.675, "theoretical_loss": 3.909108124850521, "tokens_seen": 542769152 }, { "epoch": 0.16, "learning_rate": 0.0008439518555667001, "loss": 1.6478, "theoretical_loss": 3.9090583715718568, "tokens_seen": 542834688 }, { "epoch": 0.16, "learning_rate": 0.0008439317953861585, "loss": 1.4922, "theoretical_loss": 3.9090086259811403, "tokens_seen": 542900224 }, { "epoch": 0.16, "learning_rate": 0.0008439117352056168, "loss": 1.8396, "theoretical_loss": 3.908958888076257, "tokens_seen": 542965760 }, { "epoch": 0.16, "learning_rate": 0.0008438916750250753, "loss": 1.6117, "theoretical_loss": 3.908909157855091, "tokens_seen": 543031296 }, { "epoch": 0.16, "learning_rate": 0.0008438716148445335, "loss": 1.5594, "theoretical_loss": 3.908859435315529, "tokens_seen": 543096832 }, { "epoch": 0.16, "learning_rate": 0.000843851554663992, "loss": 1.5383, "theoretical_loss": 3.908809720455457, "tokens_seen": 543162368 }, { "epoch": 0.16, "learning_rate": 0.0008438314944834505, "loss": 1.6345, "theoretical_loss": 3.908760013272763, "tokens_seen": 543227904 }, { "epoch": 0.16, "learning_rate": 0.0008438114343029087, "loss": 1.5347, "theoretical_loss": 3.908710313765335, "tokens_seen": 543293440 }, { "epoch": 0.16, "learning_rate": 0.0008437913741223672, "loss": 1.677, "theoretical_loss": 3.908660621931063, "tokens_seen": 543358976 }, { "epoch": 0.16, "learning_rate": 0.0008437713139418254, "loss": 1.659, "theoretical_loss": 3.908610937767836, "tokens_seen": 543424512 }, { "epoch": 0.16, "learning_rate": 0.0008437512537612839, "loss": 1.6521, "theoretical_loss": 3.9085612612735456, "tokens_seen": 543490048 }, { "epoch": 0.16, "learning_rate": 0.0008437311935807423, "loss": 1.6628, "theoretical_loss": 3.908511592446083, "tokens_seen": 543555584 }, { "epoch": 0.16, "learning_rate": 0.0008437111334002006, "loss": 1.6616, "theoretical_loss": 3.908461931283342, "tokens_seen": 543621120 }, { "epoch": 0.16, "learning_rate": 0.000843691073219659, "loss": 1.6106, "theoretical_loss": 3.9084122777832144, "tokens_seen": 543686656 }, { "epoch": 0.16, "learning_rate": 0.0008436710130391175, "loss": 1.6654, "theoretical_loss": 3.9083626319435956, "tokens_seen": 543752192 }, { "epoch": 0.16, "learning_rate": 0.0008436509528585757, "loss": 1.6849, "theoretical_loss": 3.9083129937623804, "tokens_seen": 543817728 }, { "epoch": 0.16, "learning_rate": 0.0008436308926780342, "loss": 1.5901, "theoretical_loss": 3.908263363237464, "tokens_seen": 543883264 }, { "epoch": 0.16, "objective/train/advantage_avg": 0.4907113313674927, "objective/train/docs_used": 204061, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5793161392211914, "objective/train/original_loss": 1.579316258430481, "objective/train/theoretical_loss": 3.908213740366744, "objective/train/tokens_used": 564408800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24126523733139038, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050297498703003, "objective/train/weighted_lm_loss": 1.6586852073669434, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.908213740366744, "tokens_seen": 543948800 }, { "epoch": 0.16, "learning_rate": 0.0008436108324974924, "loss": 1.6774, "theoretical_loss": 3.908213740366744, "tokens_seen": 543948800 }, { "epoch": 0.16, "learning_rate": 0.0008435907723169509, "loss": 1.6269, "theoretical_loss": 3.9081641251481174, "tokens_seen": 544014336 }, { "epoch": 0.16, "learning_rate": 0.0008435707121364093, "loss": 1.6298, "theoretical_loss": 3.908114517579483, "tokens_seen": 544079872 }, { "epoch": 0.16, "learning_rate": 0.0008435506519558676, "loss": 1.6212, "theoretical_loss": 3.9080649176587396, "tokens_seen": 544145408 }, { "epoch": 0.16, "learning_rate": 0.000843530591775326, "loss": 1.6775, "theoretical_loss": 3.908015325383788, "tokens_seen": 544210944 }, { "epoch": 0.16, "learning_rate": 0.0008435105315947844, "loss": 1.6693, "theoretical_loss": 3.9079657407525286, "tokens_seen": 544276480 }, { "epoch": 0.16, "learning_rate": 0.0008434904714142427, "loss": 1.6731, "theoretical_loss": 3.907916163762863, "tokens_seen": 544342016 }, { "epoch": 0.16, "learning_rate": 0.0008434704112337012, "loss": 1.4552, "theoretical_loss": 3.9078665944126936, "tokens_seen": 544407552 }, { "epoch": 0.16, "learning_rate": 0.0008434503510531595, "loss": 1.7013, "theoretical_loss": 3.907817032699924, "tokens_seen": 544473088 }, { "epoch": 0.17, "learning_rate": 0.0008434302908726179, "loss": 1.6329, "theoretical_loss": 3.9077674786224588, "tokens_seen": 544538624 }, { "epoch": 0.17, "learning_rate": 0.0008434102306920762, "loss": 1.5692, "theoretical_loss": 3.907717932178203, "tokens_seen": 544604160 }, { "epoch": 0.17, "learning_rate": 0.0008433901705115346, "loss": 1.5835, "theoretical_loss": 3.9076683933650616, "tokens_seen": 544669696 }, { "epoch": 0.17, "learning_rate": 0.000843370110330993, "loss": 1.6368, "theoretical_loss": 3.9076188621809416, "tokens_seen": 544735232 }, { "epoch": 0.17, "learning_rate": 0.0008433500501504514, "loss": 1.5922, "theoretical_loss": 3.907569338623751, "tokens_seen": 544800768 }, { "epoch": 0.17, "learning_rate": 0.0008433299899699097, "loss": 1.6241, "theoretical_loss": 3.9075198226913974, "tokens_seen": 544866304 }, { "epoch": 0.17, "learning_rate": 0.0008433099297893682, "loss": 1.6416, "theoretical_loss": 3.907470314381791, "tokens_seen": 544931840 }, { "epoch": 0.17, "learning_rate": 0.0008432898696088265, "loss": 1.796, "theoretical_loss": 3.9074208136928408, "tokens_seen": 544997376 }, { "epoch": 0.17, "learning_rate": 0.0008432698094282849, "loss": 1.6469, "theoretical_loss": 3.907371320622458, "tokens_seen": 545062912 }, { "epoch": 0.17, "learning_rate": 0.0008432497492477432, "loss": 1.7268, "theoretical_loss": 3.9073218351685544, "tokens_seen": 545128448 }, { "epoch": 0.17, "learning_rate": 0.0008432296890672017, "loss": 1.6564, "theoretical_loss": 3.9072723573290418, "tokens_seen": 545193984 }, { "epoch": 0.17, "learning_rate": 0.00084320962888666, "loss": 1.5664, "theoretical_loss": 3.907222887101834, "tokens_seen": 545259520 }, { "epoch": 0.17, "learning_rate": 0.0008431895687061184, "loss": 1.7664, "theoretical_loss": 3.907173424484845, "tokens_seen": 545325056 }, { "epoch": 0.17, "learning_rate": 0.0008431695085255767, "loss": 1.5977, "theoretical_loss": 3.9071239694759896, "tokens_seen": 545390592 }, { "epoch": 0.17, "learning_rate": 0.0008431494483450351, "loss": 1.7512, "theoretical_loss": 3.9070745220731844, "tokens_seen": 545456128 }, { "epoch": 0.17, "learning_rate": 0.0008431293881644935, "loss": 1.6896, "theoretical_loss": 3.9070250822743446, "tokens_seen": 545521664 }, { "epoch": 0.17, "learning_rate": 0.0008431093279839519, "loss": 1.659, "theoretical_loss": 3.9069756500773885, "tokens_seen": 545587200 }, { "epoch": 0.17, "learning_rate": 0.0008430892678034102, "loss": 1.7349, "theoretical_loss": 3.9069262254802335, "tokens_seen": 545652736 }, { "epoch": 0.17, "learning_rate": 0.0008430692076228687, "loss": 1.6861, "theoretical_loss": 3.906876808480799, "tokens_seen": 545718272 }, { "epoch": 0.17, "learning_rate": 0.000843049147442327, "loss": 1.6246, "theoretical_loss": 3.906827399077006, "tokens_seen": 545783808 }, { "epoch": 0.17, "learning_rate": 0.0008430290872617854, "loss": 1.6346, "theoretical_loss": 3.906777997266773, "tokens_seen": 545849344 }, { "epoch": 0.17, "learning_rate": 0.0008430090270812437, "loss": 1.6471, "theoretical_loss": 3.9067286030480237, "tokens_seen": 545914880 }, { "epoch": 0.17, "learning_rate": 0.0008429889669007021, "loss": 1.689, "theoretical_loss": 3.9066792164186785, "tokens_seen": 545980416 }, { "epoch": 0.17, "learning_rate": 0.0008429689067201605, "loss": 1.6054, "theoretical_loss": 3.9066298373766615, "tokens_seen": 546045952 }, { "epoch": 0.17, "learning_rate": 0.0008429488465396189, "loss": 1.6965, "theoretical_loss": 3.9065804659198964, "tokens_seen": 546111488 }, { "epoch": 0.17, "learning_rate": 0.0008429287863590772, "loss": 1.6824, "theoretical_loss": 3.9065311020463085, "tokens_seen": 546177024 }, { "epoch": 0.17, "learning_rate": 0.0008429087261785357, "loss": 1.6068, "theoretical_loss": 3.9064817457538226, "tokens_seen": 546242560 }, { "epoch": 0.17, "learning_rate": 0.0008428886659979939, "loss": 1.6234, "theoretical_loss": 3.9064323970403656, "tokens_seen": 546308096 }, { "epoch": 0.17, "learning_rate": 0.0008428686058174524, "loss": 1.7045, "theoretical_loss": 3.9063830559038637, "tokens_seen": 546373632 }, { "epoch": 0.17, "learning_rate": 0.0008428485456369108, "loss": 1.6106, "theoretical_loss": 3.9063337223422465, "tokens_seen": 546439168 }, { "epoch": 0.17, "learning_rate": 0.0008428284854563691, "loss": 1.6302, "theoretical_loss": 3.906284396353441, "tokens_seen": 546504704 }, { "epoch": 0.17, "learning_rate": 0.0008428084252758275, "loss": 1.6731, "theoretical_loss": 3.9062350779353787, "tokens_seen": 546570240 }, { "epoch": 0.17, "learning_rate": 0.0008427883650952858, "loss": 1.6182, "theoretical_loss": 3.906185767085989, "tokens_seen": 546635776 }, { "epoch": 0.17, "learning_rate": 0.0008427683049147442, "loss": 1.6749, "theoretical_loss": 3.906136463803204, "tokens_seen": 546701312 }, { "epoch": 0.17, "learning_rate": 0.0008427482447342027, "loss": 1.5789, "theoretical_loss": 3.9060871680849543, "tokens_seen": 546766848 }, { "epoch": 0.17, "learning_rate": 0.0008427281845536609, "loss": 1.6737, "theoretical_loss": 3.906037879929174, "tokens_seen": 546832384 }, { "epoch": 0.17, "learning_rate": 0.0008427081243731194, "loss": 1.6823, "theoretical_loss": 3.9059885993337966, "tokens_seen": 546897920 }, { "epoch": 0.17, "learning_rate": 0.0008426880641925778, "loss": 1.6538, "theoretical_loss": 3.905939326296756, "tokens_seen": 546963456 }, { "epoch": 0.17, "learning_rate": 0.0008426680040120361, "loss": 1.4244, "theoretical_loss": 3.9058900608159886, "tokens_seen": 547028992 }, { "epoch": 0.17, "learning_rate": 0.0008426479438314945, "loss": 1.7044, "theoretical_loss": 3.90584080288943, "tokens_seen": 547094528 }, { "epoch": 0.17, "learning_rate": 0.0008426278836509528, "loss": 1.6694, "theoretical_loss": 3.9057915525150166, "tokens_seen": 547160064 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49299463629722595, "objective/train/docs_used": 204823, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4490361213684082, "objective/train/original_loss": 1.4490363597869873, "objective/train/theoretical_loss": 3.9057423096906874, "objective/train/tokens_used": 567685600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.244096577167511, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505404472351074, "objective/train/weighted_lm_loss": 1.5221048593521118, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9057423096906874, "tokens_seen": 547225600 }, { "epoch": 0.17, "learning_rate": 0.0008426078234704112, "loss": 1.5892, "theoretical_loss": 3.9057423096906874, "tokens_seen": 547225600 }, { "epoch": 0.17, "learning_rate": 0.0008425877632898697, "loss": 1.61, "theoretical_loss": 3.90569307441438, "tokens_seen": 547291136 }, { "epoch": 0.17, "learning_rate": 0.0008425677031093279, "loss": 1.7166, "theoretical_loss": 3.905643846684034, "tokens_seen": 547356672 }, { "epoch": 0.17, "learning_rate": 0.0008425476429287864, "loss": 1.6075, "theoretical_loss": 3.9055946264975896, "tokens_seen": 547422208 }, { "epoch": 0.17, "learning_rate": 0.0008425275827482447, "loss": 1.5245, "theoretical_loss": 3.9055454138529884, "tokens_seen": 547487744 }, { "epoch": 0.17, "learning_rate": 0.0008425075225677031, "loss": 1.6103, "theoretical_loss": 3.905496208748171, "tokens_seen": 547553280 }, { "epoch": 0.17, "learning_rate": 0.0008424874623871615, "loss": 1.5812, "theoretical_loss": 3.9054470111810815, "tokens_seen": 547618816 }, { "epoch": 0.17, "learning_rate": 0.0008424674022066199, "loss": 1.5837, "theoretical_loss": 3.905397821149662, "tokens_seen": 547684352 }, { "epoch": 0.17, "learning_rate": 0.0008424473420260782, "loss": 1.6127, "theoretical_loss": 3.9053486386518577, "tokens_seen": 547749888 }, { "epoch": 0.17, "learning_rate": 0.0008424272818455366, "loss": 1.6257, "theoretical_loss": 3.905299463685613, "tokens_seen": 547815424 }, { "epoch": 0.17, "learning_rate": 0.0008424072216649949, "loss": 1.6105, "theoretical_loss": 3.9052502962488735, "tokens_seen": 547880960 }, { "epoch": 0.17, "learning_rate": 0.0008423871614844534, "loss": 1.6986, "theoretical_loss": 3.9052011363395867, "tokens_seen": 547946496 }, { "epoch": 0.17, "learning_rate": 0.0008423671013039117, "loss": 1.5628, "theoretical_loss": 3.9051519839557, "tokens_seen": 548012032 }, { "epoch": 0.17, "learning_rate": 0.0008423470411233701, "loss": 1.6445, "theoretical_loss": 3.905102839095161, "tokens_seen": 548077568 }, { "epoch": 0.17, "learning_rate": 0.0008423269809428286, "loss": 1.6641, "theoretical_loss": 3.9050537017559197, "tokens_seen": 548143104 }, { "epoch": 0.17, "learning_rate": 0.0008423069207622869, "loss": 1.6682, "theoretical_loss": 3.9050045719359248, "tokens_seen": 548208640 }, { "epoch": 0.17, "learning_rate": 0.0008422868605817453, "loss": 1.7039, "theoretical_loss": 3.904955449633128, "tokens_seen": 548274176 }, { "epoch": 0.17, "learning_rate": 0.0008422668004012036, "loss": 1.6177, "theoretical_loss": 3.9049063348454798, "tokens_seen": 548339712 }, { "epoch": 0.17, "learning_rate": 0.0008422467402206621, "loss": 1.5919, "theoretical_loss": 3.904857227570934, "tokens_seen": 548405248 }, { "epoch": 0.17, "learning_rate": 0.0008422266800401204, "loss": 1.6974, "theoretical_loss": 3.904808127807442, "tokens_seen": 548470784 }, { "epoch": 0.17, "learning_rate": 0.0008422066198595788, "loss": 1.5215, "theoretical_loss": 3.9047590355529587, "tokens_seen": 548536320 }, { "epoch": 0.17, "learning_rate": 0.0008421865596790371, "loss": 1.5496, "theoretical_loss": 3.9047099508054384, "tokens_seen": 548601856 }, { "epoch": 0.17, "learning_rate": 0.0008421664994984955, "loss": 1.4681, "theoretical_loss": 3.904660873562837, "tokens_seen": 548667392 }, { "epoch": 0.17, "learning_rate": 0.0008421464393179539, "loss": 1.4619, "theoretical_loss": 3.90461180382311, "tokens_seen": 548732928 }, { "epoch": 0.17, "learning_rate": 0.0008421263791374123, "loss": 1.6295, "theoretical_loss": 3.9045627415842157, "tokens_seen": 548798464 }, { "epoch": 0.17, "learning_rate": 0.0008421063189568706, "loss": 1.7297, "theoretical_loss": 3.9045136868441106, "tokens_seen": 548864000 }, { "epoch": 0.17, "learning_rate": 0.0008420862587763291, "loss": 1.6703, "theoretical_loss": 3.9044646396007545, "tokens_seen": 548929536 }, { "epoch": 0.17, "learning_rate": 0.0008420661985957874, "loss": 1.6258, "theoretical_loss": 3.9044155998521064, "tokens_seen": 548995072 }, { "epoch": 0.17, "learning_rate": 0.0008420461384152458, "loss": 1.6198, "theoretical_loss": 3.904366567596127, "tokens_seen": 549060608 }, { "epoch": 0.17, "learning_rate": 0.0008420260782347041, "loss": 1.6694, "theoretical_loss": 3.9043175428307766, "tokens_seen": 549126144 }, { "epoch": 0.17, "learning_rate": 0.0008420060180541625, "loss": 1.6021, "theoretical_loss": 3.9042685255540177, "tokens_seen": 549191680 }, { "epoch": 0.17, "learning_rate": 0.0008419859578736209, "loss": 1.655, "theoretical_loss": 3.9042195157638133, "tokens_seen": 549257216 }, { "epoch": 0.17, "learning_rate": 0.0008419658976930793, "loss": 1.6636, "theoretical_loss": 3.904170513458126, "tokens_seen": 549322752 }, { "epoch": 0.17, "learning_rate": 0.0008419458375125376, "loss": 1.6395, "theoretical_loss": 3.9041215186349203, "tokens_seen": 549388288 }, { "epoch": 0.17, "learning_rate": 0.0008419257773319961, "loss": 1.6057, "theoretical_loss": 3.9040725312921616, "tokens_seen": 549453824 }, { "epoch": 0.17, "learning_rate": 0.0008419057171514543, "loss": 1.6732, "theoretical_loss": 3.9040235514278163, "tokens_seen": 549519360 }, { "epoch": 0.17, "learning_rate": 0.0008418856569709128, "loss": 1.7559, "theoretical_loss": 3.9039745790398497, "tokens_seen": 549584896 }, { "epoch": 0.17, "learning_rate": 0.0008418655967903712, "loss": 1.4984, "theoretical_loss": 3.903925614126231, "tokens_seen": 549650432 }, { "epoch": 0.17, "learning_rate": 0.0008418455366098295, "loss": 1.6358, "theoretical_loss": 3.9038766566849263, "tokens_seen": 549715968 }, { "epoch": 0.17, "learning_rate": 0.0008418254764292879, "loss": 1.6838, "theoretical_loss": 3.903827706713906, "tokens_seen": 549781504 }, { "epoch": 0.17, "learning_rate": 0.0008418054162487462, "loss": 1.6195, "theoretical_loss": 3.9037787642111406, "tokens_seen": 549847040 }, { "epoch": 0.17, "learning_rate": 0.0008417853560682046, "loss": 1.5633, "theoretical_loss": 3.903729829174599, "tokens_seen": 549912576 }, { "epoch": 0.17, "learning_rate": 0.0008417652958876631, "loss": 1.6828, "theoretical_loss": 3.903680901602254, "tokens_seen": 549978112 }, { "epoch": 0.17, "learning_rate": 0.0008417452357071213, "loss": 1.5739, "theoretical_loss": 3.903631981492077, "tokens_seen": 550043648 }, { "epoch": 0.17, "learning_rate": 0.0008417251755265798, "loss": 1.5889, "theoretical_loss": 3.9035830688420416, "tokens_seen": 550109184 }, { "epoch": 0.17, "learning_rate": 0.0008417051153460382, "loss": 1.5274, "theoretical_loss": 3.9035341636501215, "tokens_seen": 550174720 }, { "epoch": 0.17, "learning_rate": 0.0008416850551654965, "loss": 1.7497, "theoretical_loss": 3.9034852659142913, "tokens_seen": 550240256 }, { "epoch": 0.17, "learning_rate": 0.0008416649949849549, "loss": 1.6579, "theoretical_loss": 3.903436375632526, "tokens_seen": 550305792 }, { "epoch": 0.17, "learning_rate": 0.0008416449348044132, "loss": 1.4647, "theoretical_loss": 3.9033874928028025, "tokens_seen": 550371328 }, { "epoch": 0.17, "learning_rate": 0.0008416248746238716, "loss": 1.6656, "theoretical_loss": 3.9033386174230973, "tokens_seen": 550436864 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49245110154151917, "objective/train/docs_used": 206347, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6513526439666748, "objective/train/original_loss": 1.6513524055480957, "objective/train/theoretical_loss": 3.9032897494913876, "objective/train/tokens_used": 570962400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24299608170986176, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504804849624634, "objective/train/weighted_lm_loss": 1.73475980758667, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9032897494913876, "tokens_seen": 550502400 }, { "epoch": 0.17, "learning_rate": 0.0008416048144433301, "loss": 1.6543, "theoretical_loss": 3.9032897494913876, "tokens_seen": 550502400 }, { "epoch": 0.17, "learning_rate": 0.0008415847542627883, "loss": 1.6547, "theoretical_loss": 3.903240889005653, "tokens_seen": 550567936 }, { "epoch": 0.17, "learning_rate": 0.0008415646940822468, "loss": 1.6404, "theoretical_loss": 3.9031920359638725, "tokens_seen": 550633472 }, { "epoch": 0.17, "learning_rate": 0.0008415446339017051, "loss": 1.5895, "theoretical_loss": 3.903143190364026, "tokens_seen": 550699008 }, { "epoch": 0.17, "learning_rate": 0.0008415245737211635, "loss": 1.5233, "theoretical_loss": 3.9030943522040946, "tokens_seen": 550764544 }, { "epoch": 0.17, "learning_rate": 0.0008415045135406219, "loss": 1.6824, "theoretical_loss": 3.90304552148206, "tokens_seen": 550830080 }, { "epoch": 0.17, "learning_rate": 0.0008414844533600803, "loss": 1.6634, "theoretical_loss": 3.9029966981959046, "tokens_seen": 550895616 }, { "epoch": 0.17, "learning_rate": 0.0008414643931795386, "loss": 1.6046, "theoretical_loss": 3.9029478823436117, "tokens_seen": 550961152 }, { "epoch": 0.17, "learning_rate": 0.000841444332998997, "loss": 1.781, "theoretical_loss": 3.902899073923166, "tokens_seen": 551026688 }, { "epoch": 0.17, "learning_rate": 0.0008414242728184553, "loss": 1.6708, "theoretical_loss": 3.902850272932551, "tokens_seen": 551092224 }, { "epoch": 0.17, "learning_rate": 0.0008414042126379138, "loss": 1.6083, "theoretical_loss": 3.902801479369754, "tokens_seen": 551157760 }, { "epoch": 0.17, "learning_rate": 0.0008413841524573721, "loss": 1.6505, "theoretical_loss": 3.9027526932327596, "tokens_seen": 551223296 }, { "epoch": 0.17, "learning_rate": 0.0008413640922768305, "loss": 1.6389, "theoretical_loss": 3.902703914519557, "tokens_seen": 551288832 }, { "epoch": 0.17, "learning_rate": 0.0008413440320962889, "loss": 1.6305, "theoretical_loss": 3.9026551432281322, "tokens_seen": 551354368 }, { "epoch": 0.17, "learning_rate": 0.0008413239719157473, "loss": 1.6152, "theoretical_loss": 3.9026063793564756, "tokens_seen": 551419904 }, { "epoch": 0.17, "learning_rate": 0.0008413039117352056, "loss": 1.5958, "theoretical_loss": 3.9025576229025756, "tokens_seen": 551485440 }, { "epoch": 0.17, "learning_rate": 0.000841283851554664, "loss": 1.7422, "theoretical_loss": 3.9025088738644236, "tokens_seen": 551550976 }, { "epoch": 0.17, "learning_rate": 0.0008412637913741223, "loss": 1.5482, "theoretical_loss": 3.90246013224001, "tokens_seen": 551616512 }, { "epoch": 0.17, "learning_rate": 0.0008412437311935808, "loss": 1.5257, "theoretical_loss": 3.902411398027327, "tokens_seen": 551682048 }, { "epoch": 0.17, "learning_rate": 0.0008412236710130391, "loss": 1.6078, "theoretical_loss": 3.902362671224367, "tokens_seen": 551747584 }, { "epoch": 0.17, "learning_rate": 0.0008412036108324975, "loss": 1.6325, "theoretical_loss": 3.9023139518291243, "tokens_seen": 551813120 }, { "epoch": 0.17, "learning_rate": 0.0008411835506519558, "loss": 1.6692, "theoretical_loss": 3.902265239839592, "tokens_seen": 551878656 }, { "epoch": 0.17, "learning_rate": 0.0008411634904714143, "loss": 1.5291, "theoretical_loss": 3.902216535253766, "tokens_seen": 551944192 }, { "epoch": 0.17, "learning_rate": 0.0008411434302908726, "loss": 1.5662, "theoretical_loss": 3.9021678380696416, "tokens_seen": 552009728 }, { "epoch": 0.17, "learning_rate": 0.000841123370110331, "loss": 1.6418, "theoretical_loss": 3.902119148285216, "tokens_seen": 552075264 }, { "epoch": 0.17, "learning_rate": 0.0008411033099297894, "loss": 1.5989, "theoretical_loss": 3.9020704658984857, "tokens_seen": 552140800 }, { "epoch": 0.17, "learning_rate": 0.0008410832497492478, "loss": 1.5853, "theoretical_loss": 3.90202179090745, "tokens_seen": 552206336 }, { "epoch": 0.17, "learning_rate": 0.0008410631895687061, "loss": 1.7523, "theoretical_loss": 3.901973123310107, "tokens_seen": 552271872 }, { "epoch": 0.17, "learning_rate": 0.0008410431293881645, "loss": 1.6091, "theoretical_loss": 3.9019244631044563, "tokens_seen": 552337408 }, { "epoch": 0.17, "learning_rate": 0.0008410230692076228, "loss": 1.4845, "theoretical_loss": 3.901875810288499, "tokens_seen": 552402944 }, { "epoch": 0.17, "learning_rate": 0.0008410030090270813, "loss": 1.6014, "theoretical_loss": 3.9018271648602365, "tokens_seen": 552468480 }, { "epoch": 0.17, "learning_rate": 0.0008409829488465396, "loss": 1.7345, "theoretical_loss": 3.9017785268176697, "tokens_seen": 552534016 }, { "epoch": 0.17, "learning_rate": 0.000840962888665998, "loss": 1.519, "theoretical_loss": 3.9017298961588027, "tokens_seen": 552599552 }, { "epoch": 0.17, "learning_rate": 0.0008409428284854564, "loss": 1.7287, "theoretical_loss": 3.9016812728816386, "tokens_seen": 552665088 }, { "epoch": 0.17, "learning_rate": 0.0008409227683049147, "loss": 1.656, "theoretical_loss": 3.901632656984182, "tokens_seen": 552730624 }, { "epoch": 0.17, "learning_rate": 0.0008409027081243731, "loss": 1.568, "theoretical_loss": 3.901584048464438, "tokens_seen": 552796160 }, { "epoch": 0.17, "learning_rate": 0.0008408826479438316, "loss": 1.5216, "theoretical_loss": 3.901535447320412, "tokens_seen": 552861696 }, { "epoch": 0.17, "learning_rate": 0.0008408625877632898, "loss": 1.4595, "theoretical_loss": 3.9014868535501113, "tokens_seen": 552927232 }, { "epoch": 0.17, "learning_rate": 0.0008408425275827483, "loss": 1.6847, "theoretical_loss": 3.9014382671515433, "tokens_seen": 552992768 }, { "epoch": 0.17, "learning_rate": 0.0008408224674022066, "loss": 1.6083, "theoretical_loss": 3.901389688122716, "tokens_seen": 553058304 }, { "epoch": 0.17, "learning_rate": 0.000840802407221665, "loss": 1.6974, "theoretical_loss": 3.901341116461639, "tokens_seen": 553123840 }, { "epoch": 0.17, "learning_rate": 0.0008407823470411235, "loss": 1.5456, "theoretical_loss": 3.9012925521663213, "tokens_seen": 553189376 }, { "epoch": 0.17, "learning_rate": 0.0008407622868605817, "loss": 1.6157, "theoretical_loss": 3.901243995234774, "tokens_seen": 553254912 }, { "epoch": 0.17, "learning_rate": 0.0008407422266800402, "loss": 1.6511, "theoretical_loss": 3.901195445665009, "tokens_seen": 553320448 }, { "epoch": 0.17, "learning_rate": 0.0008407221664994986, "loss": 1.5942, "theoretical_loss": 3.9011469034550372, "tokens_seen": 553385984 }, { "epoch": 0.17, "learning_rate": 0.0008407021063189569, "loss": 1.6496, "theoretical_loss": 3.901098368602872, "tokens_seen": 553451520 }, { "epoch": 0.17, "learning_rate": 0.0008406820461384153, "loss": 1.5681, "theoretical_loss": 3.901049841106528, "tokens_seen": 553517056 }, { "epoch": 0.17, "learning_rate": 0.0008406619859578736, "loss": 1.7091, "theoretical_loss": 3.901001320964018, "tokens_seen": 553582592 }, { "epoch": 0.17, "learning_rate": 0.000840641925777332, "loss": 1.5802, "theoretical_loss": 3.900952808173358, "tokens_seen": 553648128 }, { "epoch": 0.17, "learning_rate": 0.0008406218655967905, "loss": 1.7343, "theoretical_loss": 3.900904302732564, "tokens_seen": 553713664 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49144139885902405, "objective/train/docs_used": 207589, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7685081958770752, "objective/train/original_loss": 1.768507957458496, "objective/train/theoretical_loss": 3.9008558046396535, "objective/train/tokens_used": 574239200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24197053909301758, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503742694854736, "objective/train/weighted_lm_loss": 1.8574825525283813, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.9008558046396535, "tokens_seen": 553779200 }, { "epoch": 0.17, "learning_rate": 0.0008406018054162487, "loss": 1.6778, "theoretical_loss": 3.9008558046396535, "tokens_seen": 553779200 }, { "epoch": 0.17, "learning_rate": 0.0008405817452357072, "loss": 1.571, "theoretical_loss": 3.900807313892643, "tokens_seen": 553844736 }, { "epoch": 0.17, "learning_rate": 0.0008405616850551655, "loss": 1.6578, "theoretical_loss": 3.900758830489551, "tokens_seen": 553910272 }, { "epoch": 0.17, "learning_rate": 0.0008405416248746239, "loss": 1.7218, "theoretical_loss": 3.900710354428397, "tokens_seen": 553975808 }, { "epoch": 0.17, "learning_rate": 0.0008405215646940823, "loss": 1.6324, "theoretical_loss": 3.9006618857072, "tokens_seen": 554041344 }, { "epoch": 0.17, "learning_rate": 0.0008405015045135407, "loss": 1.5992, "theoretical_loss": 3.900613424323981, "tokens_seen": 554106880 }, { "epoch": 0.17, "learning_rate": 0.000840481444332999, "loss": 1.6166, "theoretical_loss": 3.900564970276762, "tokens_seen": 554172416 }, { "epoch": 0.17, "learning_rate": 0.0008404613841524574, "loss": 1.5832, "theoretical_loss": 3.9005165235635646, "tokens_seen": 554237952 }, { "epoch": 0.17, "learning_rate": 0.0008404413239719157, "loss": 1.5677, "theoretical_loss": 3.9004680841824113, "tokens_seen": 554303488 }, { "epoch": 0.17, "learning_rate": 0.0008404212637913742, "loss": 1.7651, "theoretical_loss": 3.900419652131327, "tokens_seen": 554369024 }, { "epoch": 0.17, "learning_rate": 0.0008404012036108325, "loss": 1.5291, "theoretical_loss": 3.9003712274083346, "tokens_seen": 554434560 }, { "epoch": 0.17, "learning_rate": 0.0008403811434302909, "loss": 1.7042, "theoretical_loss": 3.9003228100114606, "tokens_seen": 554500096 }, { "epoch": 0.17, "learning_rate": 0.0008403610832497493, "loss": 1.6628, "theoretical_loss": 3.9002743999387297, "tokens_seen": 554565632 }, { "epoch": 0.17, "learning_rate": 0.0008403410230692077, "loss": 1.572, "theoretical_loss": 3.9002259971881696, "tokens_seen": 554631168 }, { "epoch": 0.17, "learning_rate": 0.000840320962888666, "loss": 1.5983, "theoretical_loss": 3.9001776017578074, "tokens_seen": 554696704 }, { "epoch": 0.17, "learning_rate": 0.0008403009027081244, "loss": 1.6355, "theoretical_loss": 3.900129213645672, "tokens_seen": 554762240 }, { "epoch": 0.17, "learning_rate": 0.0008402808425275827, "loss": 1.5939, "theoretical_loss": 3.9000808328497913, "tokens_seen": 554827776 }, { "epoch": 0.17, "learning_rate": 0.0008402607823470412, "loss": 1.5598, "theoretical_loss": 3.9000324593681963, "tokens_seen": 554893312 }, { "epoch": 0.17, "learning_rate": 0.0008402407221664995, "loss": 1.6882, "theoretical_loss": 3.899984093198916, "tokens_seen": 554958848 }, { "epoch": 0.17, "learning_rate": 0.0008402206619859579, "loss": 1.5463, "theoretical_loss": 3.8999357343399836, "tokens_seen": 555024384 }, { "epoch": 0.17, "learning_rate": 0.0008402006018054162, "loss": 1.6846, "theoretical_loss": 3.89988738278943, "tokens_seen": 555089920 }, { "epoch": 0.17, "learning_rate": 0.0008401805416248747, "loss": 1.5995, "theoretical_loss": 3.8998390385452883, "tokens_seen": 555155456 }, { "epoch": 0.17, "learning_rate": 0.000840160481444333, "loss": 1.5115, "theoretical_loss": 3.899790701605592, "tokens_seen": 555220992 }, { "epoch": 0.17, "learning_rate": 0.0008401404212637914, "loss": 1.5238, "theoretical_loss": 3.899742371968376, "tokens_seen": 555286528 }, { "epoch": 0.17, "learning_rate": 0.0008401203610832498, "loss": 1.5713, "theoretical_loss": 3.899694049631674, "tokens_seen": 555352064 }, { "epoch": 0.17, "learning_rate": 0.0008401003009027082, "loss": 1.6603, "theoretical_loss": 3.899645734593524, "tokens_seen": 555417600 }, { "epoch": 0.17, "learning_rate": 0.0008400802407221665, "loss": 1.6839, "theoretical_loss": 3.899597426851961, "tokens_seen": 555483136 }, { "epoch": 0.17, "learning_rate": 0.000840060180541625, "loss": 1.5337, "theoretical_loss": 3.899549126405023, "tokens_seen": 555548672 }, { "epoch": 0.17, "learning_rate": 0.0008400401203610832, "loss": 1.4908, "theoretical_loss": 3.8995008332507477, "tokens_seen": 555614208 }, { "epoch": 0.17, "learning_rate": 0.0008400200601805417, "loss": 1.5943, "theoretical_loss": 3.899452547387175, "tokens_seen": 555679744 }, { "epoch": 0.17, "learning_rate": 0.00084, "loss": 1.5668, "theoretical_loss": 3.899404268812343, "tokens_seen": 555745280 }, { "epoch": 0.17, "learning_rate": 0.0008399799398194584, "loss": 1.5763, "theoretical_loss": 3.899355997524294, "tokens_seen": 555810816 }, { "epoch": 0.17, "learning_rate": 0.0008399598796389168, "loss": 1.7422, "theoretical_loss": 3.899307733521068, "tokens_seen": 555876352 }, { "epoch": 0.17, "learning_rate": 0.0008399398194583751, "loss": 1.6995, "theoretical_loss": 3.899259476800707, "tokens_seen": 555941888 }, { "epoch": 0.17, "learning_rate": 0.0008399197592778335, "loss": 1.3834, "theoretical_loss": 3.8992112273612545, "tokens_seen": 556007424 }, { "epoch": 0.17, "learning_rate": 0.000839899699097292, "loss": 1.6003, "theoretical_loss": 3.8991629852007534, "tokens_seen": 556072960 }, { "epoch": 0.17, "learning_rate": 0.0008398796389167502, "loss": 1.7357, "theoretical_loss": 3.899114750317248, "tokens_seen": 556138496 }, { "epoch": 0.17, "learning_rate": 0.0008398595787362087, "loss": 1.7076, "theoretical_loss": 3.899066522708783, "tokens_seen": 556204032 }, { "epoch": 0.17, "learning_rate": 0.0008398395185556669, "loss": 1.4848, "theoretical_loss": 3.8990183023734044, "tokens_seen": 556269568 }, { "epoch": 0.17, "learning_rate": 0.0008398194583751254, "loss": 1.6815, "theoretical_loss": 3.8989700893091586, "tokens_seen": 556335104 }, { "epoch": 0.17, "learning_rate": 0.0008397993981945838, "loss": 1.6465, "theoretical_loss": 3.898921883514093, "tokens_seen": 556400640 }, { "epoch": 0.17, "learning_rate": 0.0008397793380140421, "loss": 1.5887, "theoretical_loss": 3.898873684986256, "tokens_seen": 556466176 }, { "epoch": 0.17, "learning_rate": 0.0008397592778335005, "loss": 1.5622, "theoretical_loss": 3.8988254937236952, "tokens_seen": 556531712 }, { "epoch": 0.17, "learning_rate": 0.000839739217652959, "loss": 1.5486, "theoretical_loss": 3.898777309724461, "tokens_seen": 556597248 }, { "epoch": 0.17, "learning_rate": 0.0008397191574724172, "loss": 1.5783, "theoretical_loss": 3.8987291329866034, "tokens_seen": 556662784 }, { "epoch": 0.17, "learning_rate": 0.0008396990972918757, "loss": 1.735, "theoretical_loss": 3.898680963508174, "tokens_seen": 556728320 }, { "epoch": 0.17, "learning_rate": 0.0008396790371113339, "loss": 1.6335, "theoretical_loss": 3.8986328012872233, "tokens_seen": 556793856 }, { "epoch": 0.17, "learning_rate": 0.0008396589769307924, "loss": 1.6146, "theoretical_loss": 3.898584646321805, "tokens_seen": 556859392 }, { "epoch": 0.17, "learning_rate": 0.0008396389167502508, "loss": 1.5333, "theoretical_loss": 3.8985364986099715, "tokens_seen": 556924928 }, { "epoch": 0.17, "learning_rate": 0.0008396188565697091, "loss": 1.5544, "theoretical_loss": 3.898488358149778, "tokens_seen": 556990464 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.4942537546157837, "objective/train/docs_used": 208740, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5796339511871338, "objective/train/original_loss": 1.5796339511871338, "objective/train/theoretical_loss": 3.8984402249392778, "objective/train/tokens_used": 577516000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24452345073223114, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050668478012085, "objective/train/weighted_lm_loss": 1.6596615314483643, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8984402249392778, "tokens_seen": 557056000 }, { "epoch": 0.17, "learning_rate": 0.0008395987963891675, "loss": 1.5798, "theoretical_loss": 3.8984402249392778, "tokens_seen": 557056000 }, { "epoch": 0.17, "learning_rate": 0.0008395787362086259, "loss": 1.5101, "theoretical_loss": 3.8983920989765273, "tokens_seen": 557121536 }, { "epoch": 0.17, "learning_rate": 0.0008395586760280842, "loss": 1.6682, "theoretical_loss": 3.8983439802595825, "tokens_seen": 557187072 }, { "epoch": 0.17, "learning_rate": 0.0008395386158475427, "loss": 1.5552, "theoretical_loss": 3.8982958687865006, "tokens_seen": 557252608 }, { "epoch": 0.17, "learning_rate": 0.0008395185556670009, "loss": 1.4999, "theoretical_loss": 3.8982477645553395, "tokens_seen": 557318144 }, { "epoch": 0.17, "learning_rate": 0.0008394984954864594, "loss": 1.5518, "theoretical_loss": 3.8981996675641573, "tokens_seen": 557383680 }, { "epoch": 0.17, "learning_rate": 0.0008394784353059177, "loss": 1.6179, "theoretical_loss": 3.8981515778110136, "tokens_seen": 557449216 }, { "epoch": 0.17, "learning_rate": 0.0008394583751253761, "loss": 1.5914, "theoretical_loss": 3.8981034952939684, "tokens_seen": 557514752 }, { "epoch": 0.17, "learning_rate": 0.0008394383149448345, "loss": 1.5776, "theoretical_loss": 3.898055420011082, "tokens_seen": 557580288 }, { "epoch": 0.17, "learning_rate": 0.0008394182547642929, "loss": 1.5414, "theoretical_loss": 3.898007351960416, "tokens_seen": 557645824 }, { "epoch": 0.17, "learning_rate": 0.0008393981945837512, "loss": 1.5064, "theoretical_loss": 3.897959291140034, "tokens_seen": 557711360 }, { "epoch": 0.17, "learning_rate": 0.0008393781344032097, "loss": 1.5765, "theoretical_loss": 3.8979112375479974, "tokens_seen": 557776896 }, { "epoch": 0.17, "learning_rate": 0.000839358074222668, "loss": 1.5801, "theoretical_loss": 3.8978631911823705, "tokens_seen": 557842432 }, { "epoch": 0.17, "learning_rate": 0.0008393380140421264, "loss": 1.5644, "theoretical_loss": 3.8978151520412174, "tokens_seen": 557907968 }, { "epoch": 0.17, "learning_rate": 0.0008393179538615848, "loss": 1.5375, "theoretical_loss": 3.8977671201226043, "tokens_seen": 557973504 }, { "epoch": 0.17, "learning_rate": 0.0008392978936810431, "loss": 1.566, "theoretical_loss": 3.8977190954245966, "tokens_seen": 558039040 }, { "epoch": 0.17, "learning_rate": 0.0008392778335005016, "loss": 1.6901, "theoretical_loss": 3.8976710779452612, "tokens_seen": 558104576 }, { "epoch": 0.17, "learning_rate": 0.0008392577733199599, "loss": 1.5803, "theoretical_loss": 3.897623067682665, "tokens_seen": 558170112 }, { "epoch": 0.17, "learning_rate": 0.0008392377131394183, "loss": 1.6792, "theoretical_loss": 3.8975750646348772, "tokens_seen": 558235648 }, { "epoch": 0.17, "learning_rate": 0.0008392176529588766, "loss": 1.6074, "theoretical_loss": 3.897527068799966, "tokens_seen": 558301184 }, { "epoch": 0.17, "learning_rate": 0.0008391975927783351, "loss": 1.6105, "theoretical_loss": 3.8974790801760015, "tokens_seen": 558366720 }, { "epoch": 0.17, "learning_rate": 0.0008391775325977934, "loss": 1.7481, "theoretical_loss": 3.8974310987610536, "tokens_seen": 558432256 }, { "epoch": 0.17, "learning_rate": 0.0008391574724172518, "loss": 1.6748, "theoretical_loss": 3.8973831245531945, "tokens_seen": 558497792 }, { "epoch": 0.17, "learning_rate": 0.0008391374122367102, "loss": 1.6032, "theoretical_loss": 3.8973351575504953, "tokens_seen": 558563328 }, { "epoch": 0.17, "learning_rate": 0.0008391173520561686, "loss": 1.6181, "theoretical_loss": 3.897287197751029, "tokens_seen": 558628864 }, { "epoch": 0.17, "learning_rate": 0.0008390972918756269, "loss": 1.6316, "theoretical_loss": 3.8972392451528686, "tokens_seen": 558694400 }, { "epoch": 0.17, "learning_rate": 0.0008390772316950853, "loss": 1.6653, "theoretical_loss": 3.8971912997540885, "tokens_seen": 558759936 }, { "epoch": 0.17, "learning_rate": 0.0008390571715145436, "loss": 1.6679, "theoretical_loss": 3.8971433615527644, "tokens_seen": 558825472 }, { "epoch": 0.17, "learning_rate": 0.0008390371113340021, "loss": 1.629, "theoretical_loss": 3.897095430546971, "tokens_seen": 558891008 }, { "epoch": 0.17, "learning_rate": 0.0008390170511534604, "loss": 1.6606, "theoretical_loss": 3.8970475067347854, "tokens_seen": 558956544 }, { "epoch": 0.17, "learning_rate": 0.0008389969909729188, "loss": 1.6832, "theoretical_loss": 3.8969995901142838, "tokens_seen": 559022080 }, { "epoch": 0.17, "learning_rate": 0.0008389769307923772, "loss": 1.5703, "theoretical_loss": 3.8969516806835443, "tokens_seen": 559087616 }, { "epoch": 0.17, "learning_rate": 0.0008389568706118355, "loss": 1.6939, "theoretical_loss": 3.896903778440646, "tokens_seen": 559153152 }, { "epoch": 0.17, "learning_rate": 0.0008389368104312939, "loss": 1.6771, "theoretical_loss": 3.8968558833836684, "tokens_seen": 559218688 }, { "epoch": 0.17, "learning_rate": 0.0008389167502507524, "loss": 1.6217, "theoretical_loss": 3.8968079955106907, "tokens_seen": 559284224 }, { "epoch": 0.17, "learning_rate": 0.0008388966900702106, "loss": 1.5746, "theoretical_loss": 3.8967601148197946, "tokens_seen": 559349760 }, { "epoch": 0.17, "learning_rate": 0.0008388766298896691, "loss": 1.6534, "theoretical_loss": 3.896712241309061, "tokens_seen": 559415296 }, { "epoch": 0.17, "learning_rate": 0.0008388565697091273, "loss": 1.6365, "theoretical_loss": 3.8966643749765724, "tokens_seen": 559480832 }, { "epoch": 0.17, "learning_rate": 0.0008388365095285858, "loss": 1.6652, "theoretical_loss": 3.896616515820412, "tokens_seen": 559546368 }, { "epoch": 0.17, "learning_rate": 0.0008388164493480442, "loss": 1.6126, "theoretical_loss": 3.8965686638386634, "tokens_seen": 559611904 }, { "epoch": 0.17, "learning_rate": 0.0008387963891675025, "loss": 1.6858, "theoretical_loss": 3.896520819029411, "tokens_seen": 559677440 }, { "epoch": 0.17, "learning_rate": 0.0008387763289869609, "loss": 1.6394, "theoretical_loss": 3.896472981390741, "tokens_seen": 559742976 }, { "epoch": 0.17, "learning_rate": 0.0008387562688064194, "loss": 1.6711, "theoretical_loss": 3.896425150920738, "tokens_seen": 559808512 }, { "epoch": 0.17, "learning_rate": 0.0008387362086258776, "loss": 1.6029, "theoretical_loss": 3.896377327617489, "tokens_seen": 559874048 }, { "epoch": 0.17, "learning_rate": 0.0008387161484453361, "loss": 1.597, "theoretical_loss": 3.896329511479082, "tokens_seen": 559939584 }, { "epoch": 0.17, "learning_rate": 0.0008386960882647943, "loss": 1.5347, "theoretical_loss": 3.8962817025036047, "tokens_seen": 560005120 }, { "epoch": 0.17, "learning_rate": 0.0008386760280842528, "loss": 1.5564, "theoretical_loss": 3.8962339006891464, "tokens_seen": 560070656 }, { "epoch": 0.17, "learning_rate": 0.0008386559679037112, "loss": 1.5286, "theoretical_loss": 3.896186106033796, "tokens_seen": 560136192 }, { "epoch": 0.17, "learning_rate": 0.0008386359077231695, "loss": 1.6609, "theoretical_loss": 3.8961383185356455, "tokens_seen": 560201728 }, { "epoch": 0.17, "learning_rate": 0.0008386158475426279, "loss": 1.5907, "theoretical_loss": 3.8960905381927837, "tokens_seen": 560267264 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49280041456222534, "objective/train/docs_used": 209977, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4882906675338745, "objective/train/original_loss": 1.4882906675338745, "objective/train/theoretical_loss": 3.8960427650033047, "objective/train/tokens_used": 580792800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24333533644676208, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505170822143555, "objective/train/weighted_lm_loss": 1.5633784532546997, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8960427650033047, "tokens_seen": 560332800 }, { "epoch": 0.17, "learning_rate": 0.0008385957873620863, "loss": 1.5401, "theoretical_loss": 3.8960427650033047, "tokens_seen": 560332800 }, { "epoch": 0.17, "learning_rate": 0.0008385757271815446, "loss": 1.5833, "theoretical_loss": 3.8959949989652998, "tokens_seen": 560398336 }, { "epoch": 0.17, "learning_rate": 0.0008385556670010031, "loss": 1.5688, "theoretical_loss": 3.895947240076862, "tokens_seen": 560463872 }, { "epoch": 0.17, "learning_rate": 0.0008385356068204613, "loss": 1.5936, "theoretical_loss": 3.8958994883360862, "tokens_seen": 560529408 }, { "epoch": 0.17, "learning_rate": 0.0008385155466399198, "loss": 1.4294, "theoretical_loss": 3.8958517437410674, "tokens_seen": 560594944 }, { "epoch": 0.17, "learning_rate": 0.0008384954864593781, "loss": 1.554, "theoretical_loss": 3.8958040062899, "tokens_seen": 560660480 }, { "epoch": 0.17, "learning_rate": 0.0008384754262788365, "loss": 1.6376, "theoretical_loss": 3.895756275980681, "tokens_seen": 560726016 }, { "epoch": 0.17, "learning_rate": 0.0008384553660982949, "loss": 1.55, "theoretical_loss": 3.895708552811507, "tokens_seen": 560791552 }, { "epoch": 0.17, "learning_rate": 0.0008384353059177533, "loss": 1.6216, "theoretical_loss": 3.895660836780476, "tokens_seen": 560857088 }, { "epoch": 0.17, "learning_rate": 0.0008384152457372116, "loss": 1.6825, "theoretical_loss": 3.895613127885686, "tokens_seen": 560922624 }, { "epoch": 0.17, "learning_rate": 0.0008383951855566701, "loss": 1.6211, "theoretical_loss": 3.895565426125237, "tokens_seen": 560988160 }, { "epoch": 0.17, "learning_rate": 0.0008383751253761284, "loss": 1.7213, "theoretical_loss": 3.8955177314972276, "tokens_seen": 561053696 }, { "epoch": 0.17, "learning_rate": 0.0008383550651955868, "loss": 1.5804, "theoretical_loss": 3.895470043999759, "tokens_seen": 561119232 }, { "epoch": 0.17, "learning_rate": 0.0008383350050150451, "loss": 1.5192, "theoretical_loss": 3.8954223636309333, "tokens_seen": 561184768 }, { "epoch": 0.17, "learning_rate": 0.0008383149448345035, "loss": 1.6263, "theoretical_loss": 3.8953746903888513, "tokens_seen": 561250304 }, { "epoch": 0.17, "learning_rate": 0.0008382948846539619, "loss": 1.5549, "theoretical_loss": 3.8953270242716167, "tokens_seen": 561315840 }, { "epoch": 0.17, "learning_rate": 0.0008382748244734203, "loss": 1.4904, "theoretical_loss": 3.8952793652773323, "tokens_seen": 561381376 }, { "epoch": 0.17, "learning_rate": 0.0008382547642928786, "loss": 1.6546, "theoretical_loss": 3.895231713404103, "tokens_seen": 561446912 }, { "epoch": 0.17, "learning_rate": 0.000838234704112337, "loss": 1.5228, "theoretical_loss": 3.895184068650033, "tokens_seen": 561512448 }, { "epoch": 0.17, "learning_rate": 0.0008382146439317954, "loss": 1.6943, "theoretical_loss": 3.895136431013229, "tokens_seen": 561577984 }, { "epoch": 0.17, "learning_rate": 0.0008381945837512538, "loss": 1.5857, "theoretical_loss": 3.8950888004917967, "tokens_seen": 561643520 }, { "epoch": 0.17, "learning_rate": 0.0008381745235707121, "loss": 1.6202, "theoretical_loss": 3.8950411770838427, "tokens_seen": 561709056 }, { "epoch": 0.17, "learning_rate": 0.0008381544633901706, "loss": 1.5768, "theoretical_loss": 3.8949935607874764, "tokens_seen": 561774592 }, { "epoch": 0.17, "learning_rate": 0.0008381344032096288, "loss": 1.6026, "theoretical_loss": 3.894945951600805, "tokens_seen": 561840128 }, { "epoch": 0.17, "learning_rate": 0.0008381143430290873, "loss": 1.488, "theoretical_loss": 3.894898349521939, "tokens_seen": 561905664 }, { "epoch": 0.17, "learning_rate": 0.0008380942828485456, "loss": 1.6545, "theoretical_loss": 3.8948507545489877, "tokens_seen": 561971200 }, { "epoch": 0.17, "learning_rate": 0.000838074222668004, "loss": 1.6421, "theoretical_loss": 3.8948031666800613, "tokens_seen": 562036736 }, { "epoch": 0.17, "learning_rate": 0.0008380541624874624, "loss": 1.5853, "theoretical_loss": 3.894755585913272, "tokens_seen": 562102272 }, { "epoch": 0.17, "learning_rate": 0.0008380341023069208, "loss": 1.6885, "theoretical_loss": 3.894708012246732, "tokens_seen": 562167808 }, { "epoch": 0.17, "learning_rate": 0.0008380140421263791, "loss": 1.6247, "theoretical_loss": 3.8946604456785545, "tokens_seen": 562233344 }, { "epoch": 0.17, "learning_rate": 0.0008379939819458376, "loss": 1.756, "theoretical_loss": 3.8946128862068528, "tokens_seen": 562298880 }, { "epoch": 0.17, "learning_rate": 0.0008379739217652958, "loss": 1.6148, "theoretical_loss": 3.894565333829741, "tokens_seen": 562364416 }, { "epoch": 0.17, "learning_rate": 0.0008379538615847543, "loss": 1.537, "theoretical_loss": 3.8945177885453344, "tokens_seen": 562429952 }, { "epoch": 0.17, "learning_rate": 0.0008379338014042126, "loss": 1.5882, "theoretical_loss": 3.8944702503517483, "tokens_seen": 562495488 }, { "epoch": 0.17, "learning_rate": 0.000837913741223671, "loss": 1.6343, "theoretical_loss": 3.8944227192471006, "tokens_seen": 562561024 }, { "epoch": 0.17, "learning_rate": 0.0008378936810431294, "loss": 1.5708, "theoretical_loss": 3.894375195229507, "tokens_seen": 562626560 }, { "epoch": 0.17, "learning_rate": 0.0008378736208625877, "loss": 1.6487, "theoretical_loss": 3.8943276782970866, "tokens_seen": 562692096 }, { "epoch": 0.17, "learning_rate": 0.0008378535606820461, "loss": 1.6422, "theoretical_loss": 3.8942801684479575, "tokens_seen": 562757632 }, { "epoch": 0.17, "learning_rate": 0.0008378335005015046, "loss": 1.6344, "theoretical_loss": 3.8942326656802395, "tokens_seen": 562823168 }, { "epoch": 0.17, "learning_rate": 0.0008378134403209629, "loss": 1.6309, "theoretical_loss": 3.8941851699920518, "tokens_seen": 562888704 }, { "epoch": 0.17, "learning_rate": 0.0008377933801404213, "loss": 1.7459, "theoretical_loss": 3.8941376813815167, "tokens_seen": 562954240 }, { "epoch": 0.17, "learning_rate": 0.0008377733199598798, "loss": 1.6037, "theoretical_loss": 3.8940901998467545, "tokens_seen": 563019776 }, { "epoch": 0.17, "learning_rate": 0.000837753259779338, "loss": 1.5997, "theoretical_loss": 3.894042725385888, "tokens_seen": 563085312 }, { "epoch": 0.17, "learning_rate": 0.0008377331995987965, "loss": 1.7549, "theoretical_loss": 3.89399525799704, "tokens_seen": 563150848 }, { "epoch": 0.17, "learning_rate": 0.0008377131394182547, "loss": 1.6288, "theoretical_loss": 3.8939477976783348, "tokens_seen": 563216384 }, { "epoch": 0.17, "learning_rate": 0.0008376930792377132, "loss": 1.496, "theoretical_loss": 3.893900344427896, "tokens_seen": 563281920 }, { "epoch": 0.17, "learning_rate": 0.0008376730190571716, "loss": 1.7518, "theoretical_loss": 3.893852898243849, "tokens_seen": 563347456 }, { "epoch": 0.17, "learning_rate": 0.0008376529588766299, "loss": 1.6264, "theoretical_loss": 3.8938054591243194, "tokens_seen": 563412992 }, { "epoch": 0.17, "learning_rate": 0.0008376328986960883, "loss": 1.5521, "theoretical_loss": 3.893758027067435, "tokens_seen": 563478528 }, { "epoch": 0.17, "learning_rate": 0.0008376128385155467, "loss": 1.5585, "theoretical_loss": 3.8937106020713212, "tokens_seen": 563544064 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49166640639305115, "objective/train/docs_used": 211161, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.651707410812378, "objective/train/original_loss": 1.651707410812378, "objective/train/theoretical_loss": 3.8936631841341076, "objective/train/tokens_used": 584069600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24235595762729645, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503987073898315, "objective/train/weighted_lm_loss": 1.734801173210144, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8936631841341076, "tokens_seen": 563609600 }, { "epoch": 0.17, "learning_rate": 0.000837592778335005, "loss": 1.6154, "theoretical_loss": 3.8936631841341076, "tokens_seen": 563609600 }, { "epoch": 0.17, "learning_rate": 0.0008375727181544635, "loss": 1.6302, "theoretical_loss": 3.8936157732539223, "tokens_seen": 563675136 }, { "epoch": 0.17, "learning_rate": 0.0008375526579739217, "loss": 1.6018, "theoretical_loss": 3.8935683694288943, "tokens_seen": 563740672 }, { "epoch": 0.17, "learning_rate": 0.0008375325977933802, "loss": 1.5432, "theoretical_loss": 3.8935209726571545, "tokens_seen": 563806208 }, { "epoch": 0.17, "learning_rate": 0.0008375125376128385, "loss": 1.687, "theoretical_loss": 3.893473582936833, "tokens_seen": 563871744 }, { "epoch": 0.17, "learning_rate": 0.0008374924774322969, "loss": 1.6945, "theoretical_loss": 3.8934262002660622, "tokens_seen": 563937280 }, { "epoch": 0.17, "learning_rate": 0.0008374724172517553, "loss": 1.6496, "theoretical_loss": 3.8933788246429737, "tokens_seen": 564002816 }, { "epoch": 0.17, "learning_rate": 0.0008374523570712137, "loss": 1.5673, "theoretical_loss": 3.893331456065701, "tokens_seen": 564068352 }, { "epoch": 0.17, "learning_rate": 0.000837432296890672, "loss": 1.6722, "theoretical_loss": 3.8932840945323774, "tokens_seen": 564133888 }, { "epoch": 0.17, "learning_rate": 0.0008374122367101305, "loss": 1.6569, "theoretical_loss": 3.8932367400411376, "tokens_seen": 564199424 }, { "epoch": 0.17, "learning_rate": 0.0008373921765295888, "loss": 1.5352, "theoretical_loss": 3.8931893925901155, "tokens_seen": 564264960 }, { "epoch": 0.17, "learning_rate": 0.0008373721163490472, "loss": 1.6271, "theoretical_loss": 3.893142052177449, "tokens_seen": 564330496 }, { "epoch": 0.17, "learning_rate": 0.0008373520561685055, "loss": 1.6128, "theoretical_loss": 3.8930947188012737, "tokens_seen": 564396032 }, { "epoch": 0.17, "learning_rate": 0.000837331995987964, "loss": 1.5328, "theoretical_loss": 3.893047392459726, "tokens_seen": 564461568 }, { "epoch": 0.17, "learning_rate": 0.0008373119358074223, "loss": 1.5962, "theoretical_loss": 3.8930000731509455, "tokens_seen": 564527104 }, { "epoch": 0.17, "learning_rate": 0.0008372918756268807, "loss": 1.5037, "theoretical_loss": 3.8929527608730696, "tokens_seen": 564592640 }, { "epoch": 0.17, "learning_rate": 0.000837271815446339, "loss": 1.6041, "theoretical_loss": 3.8929054556242377, "tokens_seen": 564658176 }, { "epoch": 0.17, "learning_rate": 0.0008372517552657974, "loss": 1.6258, "theoretical_loss": 3.8928581574025904, "tokens_seen": 564723712 }, { "epoch": 0.17, "learning_rate": 0.0008372316950852558, "loss": 1.5506, "theoretical_loss": 3.8928108662062684, "tokens_seen": 564789248 }, { "epoch": 0.17, "learning_rate": 0.0008372116349047142, "loss": 1.5471, "theoretical_loss": 3.8927635820334134, "tokens_seen": 564854784 }, { "epoch": 0.17, "learning_rate": 0.0008371915747241725, "loss": 1.551, "theoretical_loss": 3.892716304882167, "tokens_seen": 564920320 }, { "epoch": 0.17, "learning_rate": 0.000837171514543631, "loss": 1.6422, "theoretical_loss": 3.8926690347506727, "tokens_seen": 564985856 }, { "epoch": 0.17, "learning_rate": 0.0008371514543630892, "loss": 1.6627, "theoretical_loss": 3.892621771637074, "tokens_seen": 565051392 }, { "epoch": 0.17, "learning_rate": 0.0008371313941825477, "loss": 1.5411, "theoretical_loss": 3.892574515539515, "tokens_seen": 565116928 }, { "epoch": 0.17, "learning_rate": 0.000837111334002006, "loss": 1.6011, "theoretical_loss": 3.892527266456141, "tokens_seen": 565182464 }, { "epoch": 0.17, "learning_rate": 0.0008370912738214644, "loss": 1.7549, "theoretical_loss": 3.892480024385097, "tokens_seen": 565248000 }, { "epoch": 0.17, "learning_rate": 0.0008370712136409228, "loss": 1.5504, "theoretical_loss": 3.8924327893245305, "tokens_seen": 565313536 }, { "epoch": 0.17, "learning_rate": 0.0008370511534603812, "loss": 1.6712, "theoretical_loss": 3.892385561272588, "tokens_seen": 565379072 }, { "epoch": 0.17, "learning_rate": 0.0008370310932798395, "loss": 1.6375, "theoretical_loss": 3.8923383402274174, "tokens_seen": 565444608 }, { "epoch": 0.17, "learning_rate": 0.000837011033099298, "loss": 1.6303, "theoretical_loss": 3.8922911261871675, "tokens_seen": 565510144 }, { "epoch": 0.17, "learning_rate": 0.0008369909729187562, "loss": 1.6977, "theoretical_loss": 3.892243919149988, "tokens_seen": 565575680 }, { "epoch": 0.17, "learning_rate": 0.0008369709127382147, "loss": 1.5744, "theoretical_loss": 3.8921967191140276, "tokens_seen": 565641216 }, { "epoch": 0.17, "learning_rate": 0.000836950852557673, "loss": 1.5975, "theoretical_loss": 3.8921495260774375, "tokens_seen": 565706752 }, { "epoch": 0.17, "learning_rate": 0.0008369307923771314, "loss": 1.5785, "theoretical_loss": 3.89210234003837, "tokens_seen": 565772288 }, { "epoch": 0.17, "learning_rate": 0.0008369107321965898, "loss": 1.5981, "theoretical_loss": 3.892055160994976, "tokens_seen": 565837824 }, { "epoch": 0.17, "learning_rate": 0.0008368906720160481, "loss": 1.7243, "theoretical_loss": 3.8920079889454087, "tokens_seen": 565903360 }, { "epoch": 0.17, "learning_rate": 0.0008368706118355065, "loss": 1.558, "theoretical_loss": 3.8919608238878216, "tokens_seen": 565968896 }, { "epoch": 0.17, "learning_rate": 0.000836850551654965, "loss": 1.5975, "theoretical_loss": 3.8919136658203684, "tokens_seen": 566034432 }, { "epoch": 0.17, "learning_rate": 0.0008368304914744232, "loss": 1.5676, "theoretical_loss": 3.8918665147412055, "tokens_seen": 566099968 }, { "epoch": 0.17, "learning_rate": 0.0008368104312938817, "loss": 1.3604, "theoretical_loss": 3.8918193706484865, "tokens_seen": 566165504 }, { "epoch": 0.17, "learning_rate": 0.0008367903711133399, "loss": 1.6092, "theoretical_loss": 3.891772233540369, "tokens_seen": 566231040 }, { "epoch": 0.17, "learning_rate": 0.0008367703109327984, "loss": 1.6393, "theoretical_loss": 3.891725103415009, "tokens_seen": 566296576 }, { "epoch": 0.17, "learning_rate": 0.0008367502507522568, "loss": 1.6181, "theoretical_loss": 3.891677980270565, "tokens_seen": 566362112 }, { "epoch": 0.17, "learning_rate": 0.0008367301905717151, "loss": 1.5997, "theoretical_loss": 3.8916308641051955, "tokens_seen": 566427648 }, { "epoch": 0.17, "learning_rate": 0.0008367101303911735, "loss": 1.4944, "theoretical_loss": 3.8915837549170584, "tokens_seen": 566493184 }, { "epoch": 0.17, "learning_rate": 0.000836690070210632, "loss": 1.59, "theoretical_loss": 3.891536652704315, "tokens_seen": 566558720 }, { "epoch": 0.17, "learning_rate": 0.0008366700100300902, "loss": 1.5597, "theoretical_loss": 3.8914895574651247, "tokens_seen": 566624256 }, { "epoch": 0.17, "learning_rate": 0.0008366499498495487, "loss": 1.5383, "theoretical_loss": 3.891442469197649, "tokens_seen": 566689792 }, { "epoch": 0.17, "learning_rate": 0.000836629889669007, "loss": 1.6051, "theoretical_loss": 3.89139538790005, "tokens_seen": 566755328 }, { "epoch": 0.17, "learning_rate": 0.0008366098294884654, "loss": 1.662, "theoretical_loss": 3.8913483135704894, "tokens_seen": 566820864 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.4925703704357147, "objective/train/docs_used": 212374, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.529457688331604, "objective/train/original_loss": 1.529457688331604, "objective/train/theoretical_loss": 3.8913012462071315, "objective/train/tokens_used": 587346400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24295853078365326, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504921674728394, "objective/train/weighted_lm_loss": 1.606675386428833, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.8913012462071315, "tokens_seen": 566886400 }, { "epoch": 0.17, "learning_rate": 0.0008365897693079238, "loss": 1.6686, "theoretical_loss": 3.8913012462071315, "tokens_seen": 566886400 }, { "epoch": 0.17, "learning_rate": 0.0008365697091273821, "loss": 1.6344, "theoretical_loss": 3.89125418580814, "tokens_seen": 566951936 }, { "epoch": 0.17, "learning_rate": 0.0008365496489468405, "loss": 1.6334, "theoretical_loss": 3.8912071323716795, "tokens_seen": 567017472 }, { "epoch": 0.17, "learning_rate": 0.0008365295887662989, "loss": 1.5775, "theoretical_loss": 3.8911600858959146, "tokens_seen": 567083008 }, { "epoch": 0.17, "learning_rate": 0.0008365095285857572, "loss": 1.6099, "theoretical_loss": 3.8911130463790125, "tokens_seen": 567148544 }, { "epoch": 0.17, "learning_rate": 0.0008364894684052157, "loss": 1.5115, "theoretical_loss": 3.891066013819139, "tokens_seen": 567214080 }, { "epoch": 0.17, "learning_rate": 0.000836469408224674, "loss": 1.7663, "theoretical_loss": 3.8910189882144626, "tokens_seen": 567279616 }, { "epoch": 0.17, "learning_rate": 0.0008364493480441324, "loss": 1.6417, "theoretical_loss": 3.89097196956315, "tokens_seen": 567345152 }, { "epoch": 0.17, "learning_rate": 0.0008364292878635908, "loss": 1.5897, "theoretical_loss": 3.890924957863372, "tokens_seen": 567410688 }, { "epoch": 0.17, "learning_rate": 0.0008364092276830492, "loss": 1.7878, "theoretical_loss": 3.890877953113296, "tokens_seen": 567476224 }, { "epoch": 0.17, "learning_rate": 0.0008363891675025075, "loss": 1.6121, "theoretical_loss": 3.8908309553110936, "tokens_seen": 567541760 }, { "epoch": 0.17, "learning_rate": 0.0008363691073219659, "loss": 1.5549, "theoretical_loss": 3.890783964454935, "tokens_seen": 567607296 }, { "epoch": 0.17, "learning_rate": 0.0008363490471414242, "loss": 1.5688, "theoretical_loss": 3.890736980542992, "tokens_seen": 567672832 }, { "epoch": 0.17, "learning_rate": 0.0008363289869608827, "loss": 1.6342, "theoretical_loss": 3.890690003573437, "tokens_seen": 567738368 }, { "epoch": 0.17, "learning_rate": 0.0008363089267803411, "loss": 1.6381, "theoretical_loss": 3.8906430335444426, "tokens_seen": 567803904 }, { "epoch": 0.17, "learning_rate": 0.0008362888665997994, "loss": 1.4584, "theoretical_loss": 3.8905960704541833, "tokens_seen": 567869440 }, { "epoch": 0.17, "learning_rate": 0.0008362688064192578, "loss": 1.6969, "theoretical_loss": 3.890549114300833, "tokens_seen": 567934976 }, { "epoch": 0.17, "learning_rate": 0.0008362487462387162, "loss": 1.6092, "theoretical_loss": 3.890502165082566, "tokens_seen": 568000512 }, { "epoch": 0.17, "learning_rate": 0.0008362286860581746, "loss": 1.7035, "theoretical_loss": 3.8904552227975593, "tokens_seen": 568066048 }, { "epoch": 0.17, "learning_rate": 0.0008362086258776329, "loss": 1.6279, "theoretical_loss": 3.8904082874439885, "tokens_seen": 568131584 }, { "epoch": 0.17, "learning_rate": 0.0008361885656970914, "loss": 1.6839, "theoretical_loss": 3.890361359020031, "tokens_seen": 568197120 }, { "epoch": 0.17, "learning_rate": 0.0008361685055165496, "loss": 1.5912, "theoretical_loss": 3.890314437523865, "tokens_seen": 568262656 }, { "epoch": 0.17, "learning_rate": 0.0008361484453360081, "loss": 1.6122, "theoretical_loss": 3.8902675229536685, "tokens_seen": 568328192 }, { "epoch": 0.17, "learning_rate": 0.0008361283851554664, "loss": 1.6228, "theoretical_loss": 3.8902206153076206, "tokens_seen": 568393728 }, { "epoch": 0.17, "learning_rate": 0.0008361083249749248, "loss": 1.6964, "theoretical_loss": 3.8901737145839017, "tokens_seen": 568459264 }, { "epoch": 0.17, "learning_rate": 0.0008360882647943832, "loss": 1.6192, "theoretical_loss": 3.890126820780692, "tokens_seen": 568524800 }, { "epoch": 0.17, "learning_rate": 0.0008360682046138416, "loss": 1.6188, "theoretical_loss": 3.8900799338961725, "tokens_seen": 568590336 }, { "epoch": 0.17, "learning_rate": 0.0008360481444332999, "loss": 1.6078, "theoretical_loss": 3.8900330539285255, "tokens_seen": 568655872 }, { "epoch": 0.17, "learning_rate": 0.0008360280842527584, "loss": 1.7185, "theoretical_loss": 3.8899861808759337, "tokens_seen": 568721408 }, { "epoch": 0.17, "learning_rate": 0.0008360080240722166, "loss": 1.6761, "theoretical_loss": 3.889939314736581, "tokens_seen": 568786944 }, { "epoch": 0.17, "learning_rate": 0.0008359879638916751, "loss": 1.6227, "theoretical_loss": 3.8898924555086496, "tokens_seen": 568852480 }, { "epoch": 0.17, "learning_rate": 0.0008359679037111334, "loss": 1.6534, "theoretical_loss": 3.8898456031903255, "tokens_seen": 568918016 }, { "epoch": 0.17, "learning_rate": 0.0008359478435305918, "loss": 1.5411, "theoretical_loss": 3.8897987577797943, "tokens_seen": 568983552 }, { "epoch": 0.17, "learning_rate": 0.0008359277833500502, "loss": 1.5184, "theoretical_loss": 3.889751919275242, "tokens_seen": 569049088 }, { "epoch": 0.17, "learning_rate": 0.0008359077231695085, "loss": 1.7104, "theoretical_loss": 3.8897050876748542, "tokens_seen": 569114624 }, { "epoch": 0.17, "learning_rate": 0.0008358876629889669, "loss": 1.5735, "theoretical_loss": 3.8896582629768197, "tokens_seen": 569180160 }, { "epoch": 0.17, "learning_rate": 0.0008358676028084254, "loss": 1.6771, "theoretical_loss": 3.8896114451793258, "tokens_seen": 569245696 }, { "epoch": 0.17, "learning_rate": 0.0008358475426278836, "loss": 1.7303, "theoretical_loss": 3.8895646342805614, "tokens_seen": 569311232 }, { "epoch": 0.17, "learning_rate": 0.0008358274824473421, "loss": 1.5807, "theoretical_loss": 3.8895178302787166, "tokens_seen": 569376768 }, { "epoch": 0.17, "learning_rate": 0.0008358074222668003, "loss": 1.6122, "theoretical_loss": 3.8894710331719806, "tokens_seen": 569442304 }, { "epoch": 0.17, "learning_rate": 0.0008357873620862588, "loss": 1.7613, "theoretical_loss": 3.889424242958545, "tokens_seen": 569507840 }, { "epoch": 0.17, "learning_rate": 0.0008357673019057172, "loss": 1.5845, "theoretical_loss": 3.889377459636601, "tokens_seen": 569573376 }, { "epoch": 0.17, "learning_rate": 0.0008357472417251755, "loss": 1.5114, "theoretical_loss": 3.8893306832043404, "tokens_seen": 569638912 }, { "epoch": 0.17, "learning_rate": 0.0008357271815446339, "loss": 1.6762, "theoretical_loss": 3.8892839136599573, "tokens_seen": 569704448 }, { "epoch": 0.17, "learning_rate": 0.0008357071213640924, "loss": 1.744, "theoretical_loss": 3.8892371510016446, "tokens_seen": 569769984 }, { "epoch": 0.17, "learning_rate": 0.0008356870611835506, "loss": 1.6138, "theoretical_loss": 3.8891903952275966, "tokens_seen": 569835520 }, { "epoch": 0.17, "learning_rate": 0.0008356670010030091, "loss": 1.6083, "theoretical_loss": 3.8891436463360076, "tokens_seen": 569901056 }, { "epoch": 0.17, "learning_rate": 0.0008356469408224674, "loss": 1.5887, "theoretical_loss": 3.8890969043250743, "tokens_seen": 569966592 }, { "epoch": 0.17, "learning_rate": 0.0008356268806419258, "loss": 1.7441, "theoretical_loss": 3.889050169192992, "tokens_seen": 570032128 }, { "epoch": 0.17, "learning_rate": 0.0008356068204613842, "loss": 1.5472, "theoretical_loss": 3.889003440937959, "tokens_seen": 570097664 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.4926186800003052, "objective/train/docs_used": 213119, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4580154418945312, "objective/train/original_loss": 1.4580153226852417, "objective/train/theoretical_loss": 3.8889567195581716, "objective/train/tokens_used": 590623200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2429921180009842, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504971742630005, "objective/train/weighted_lm_loss": 1.5317919254302979, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0100501775741577, "theoretical_loss": 3.8889567195581716, "tokens_seen": 570163200 }, { "epoch": 0.17, "learning_rate": 0.0008355867602808425, "loss": 1.6331, "theoretical_loss": 3.8889567195581716, "tokens_seen": 570163200 }, { "epoch": 0.17, "learning_rate": 0.0008355667001003009, "loss": 1.5682, "theoretical_loss": 3.8889100050518284, "tokens_seen": 570228736 }, { "epoch": 0.17, "learning_rate": 0.0008355466399197593, "loss": 1.544, "theoretical_loss": 3.8888632974171298, "tokens_seen": 570294272 }, { "epoch": 0.17, "learning_rate": 0.0008355265797392176, "loss": 1.5229, "theoretical_loss": 3.8888165966522736, "tokens_seen": 570359808 }, { "epoch": 0.17, "learning_rate": 0.0008355065195586761, "loss": 1.6094, "theoretical_loss": 3.8887699027554614, "tokens_seen": 570425344 }, { "epoch": 0.17, "learning_rate": 0.0008354864593781344, "loss": 1.5273, "theoretical_loss": 3.8887232157248937, "tokens_seen": 570490880 }, { "epoch": 0.17, "learning_rate": 0.0008354663991975928, "loss": 1.5283, "theoretical_loss": 3.8886765355587722, "tokens_seen": 570556416 }, { "epoch": 0.17, "learning_rate": 0.0008354463390170512, "loss": 1.6902, "theoretical_loss": 3.8886298622553, "tokens_seen": 570621952 }, { "epoch": 0.17, "learning_rate": 0.0008354262788365096, "loss": 1.6482, "theoretical_loss": 3.8885831958126786, "tokens_seen": 570687488 }, { "epoch": 0.17, "learning_rate": 0.0008354062186559679, "loss": 1.6233, "theoretical_loss": 3.888536536229114, "tokens_seen": 570753024 }, { "epoch": 0.17, "learning_rate": 0.0008353861584754263, "loss": 1.5259, "theoretical_loss": 3.8884898835028094, "tokens_seen": 570818560 }, { "epoch": 0.17, "learning_rate": 0.0008353660982948846, "loss": 1.6376, "theoretical_loss": 3.8884432376319698, "tokens_seen": 570884096 }, { "epoch": 0.17, "learning_rate": 0.0008353460381143431, "loss": 1.7704, "theoretical_loss": 3.8883965986148015, "tokens_seen": 570949632 }, { "epoch": 0.17, "learning_rate": 0.0008353259779338014, "loss": 1.5043, "theoretical_loss": 3.8883499664495105, "tokens_seen": 571015168 }, { "epoch": 0.17, "learning_rate": 0.0008353059177532598, "loss": 1.6525, "theoretical_loss": 3.8883033411343044, "tokens_seen": 571080704 }, { "epoch": 0.17, "learning_rate": 0.0008352858575727181, "loss": 1.5998, "theoretical_loss": 3.88825672266739, "tokens_seen": 571146240 }, { "epoch": 0.17, "learning_rate": 0.0008352657973921766, "loss": 1.5162, "theoretical_loss": 3.888210111046978, "tokens_seen": 571211776 }, { "epoch": 0.17, "learning_rate": 0.0008352457372116349, "loss": 1.6696, "theoretical_loss": 3.888163506271275, "tokens_seen": 571277312 }, { "epoch": 0.17, "learning_rate": 0.0008352256770310933, "loss": 1.7017, "theoretical_loss": 3.888116908338492, "tokens_seen": 571342848 }, { "epoch": 0.17, "learning_rate": 0.0008352056168505516, "loss": 1.6289, "theoretical_loss": 3.88807031724684, "tokens_seen": 571408384 }, { "epoch": 0.17, "learning_rate": 0.00083518555667001, "loss": 1.5372, "theoretical_loss": 3.8880237329945295, "tokens_seen": 571473920 }, { "epoch": 0.17, "learning_rate": 0.0008351654964894684, "loss": 1.7852, "theoretical_loss": 3.8879771555797724, "tokens_seen": 571539456 }, { "epoch": 0.17, "learning_rate": 0.0008351454363089268, "loss": 1.5828, "theoretical_loss": 3.8879305850007815, "tokens_seen": 571604992 }, { "epoch": 0.17, "learning_rate": 0.0008351253761283851, "loss": 1.6125, "theoretical_loss": 3.88788402125577, "tokens_seen": 571670528 }, { "epoch": 0.17, "learning_rate": 0.0008351053159478436, "loss": 1.6661, "theoretical_loss": 3.887837464342952, "tokens_seen": 571736064 }, { "epoch": 0.17, "learning_rate": 0.0008350852557673019, "loss": 1.7204, "theoretical_loss": 3.887790914260541, "tokens_seen": 571801600 }, { "epoch": 0.17, "learning_rate": 0.0008350651955867603, "loss": 1.5715, "theoretical_loss": 3.887744371006753, "tokens_seen": 571867136 }, { "epoch": 0.17, "learning_rate": 0.0008350451354062187, "loss": 1.763, "theoretical_loss": 3.8876978345798046, "tokens_seen": 571932672 }, { "epoch": 0.17, "learning_rate": 0.000835025075225677, "loss": 1.5181, "theoretical_loss": 3.8876513049779113, "tokens_seen": 571998208 }, { "epoch": 0.17, "learning_rate": 0.0008350050150451354, "loss": 1.6728, "theoretical_loss": 3.8876047821992903, "tokens_seen": 572063744 }, { "epoch": 0.17, "learning_rate": 0.0008349849548645938, "loss": 1.6322, "theoretical_loss": 3.88755826624216, "tokens_seen": 572129280 }, { "epoch": 0.17, "learning_rate": 0.0008349648946840521, "loss": 1.6106, "theoretical_loss": 3.887511757104739, "tokens_seen": 572194816 }, { "epoch": 0.17, "learning_rate": 0.0008349448345035106, "loss": 1.6854, "theoretical_loss": 3.887465254785246, "tokens_seen": 572260352 }, { "epoch": 0.17, "learning_rate": 0.0008349247743229688, "loss": 1.7422, "theoretical_loss": 3.8874187592819016, "tokens_seen": 572325888 }, { "epoch": 0.17, "learning_rate": 0.0008349047141424273, "loss": 1.5888, "theoretical_loss": 3.887372270592926, "tokens_seen": 572391424 }, { "epoch": 0.17, "learning_rate": 0.0008348846539618857, "loss": 1.7566, "theoretical_loss": 3.8873257887165407, "tokens_seen": 572456960 }, { "epoch": 0.17, "learning_rate": 0.000834864593781344, "loss": 1.5776, "theoretical_loss": 3.887279313650967, "tokens_seen": 572522496 }, { "epoch": 0.17, "learning_rate": 0.0008348445336008024, "loss": 1.5842, "theoretical_loss": 3.8872328453944283, "tokens_seen": 572588032 }, { "epoch": 0.17, "learning_rate": 0.0008348244734202607, "loss": 1.7323, "theoretical_loss": 3.887186383945147, "tokens_seen": 572653568 }, { "epoch": 0.17, "learning_rate": 0.0008348044132397192, "loss": 1.6703, "theoretical_loss": 3.8871399293013473, "tokens_seen": 572719104 }, { "epoch": 0.17, "learning_rate": 0.0008347843530591776, "loss": 1.6304, "theoretical_loss": 3.8870934814612546, "tokens_seen": 572784640 }, { "epoch": 0.17, "learning_rate": 0.0008347642928786359, "loss": 1.5136, "theoretical_loss": 3.8870470404230932, "tokens_seen": 572850176 }, { "epoch": 0.17, "learning_rate": 0.0008347442326980943, "loss": 1.4513, "theoretical_loss": 3.8870006061850892, "tokens_seen": 572915712 }, { "epoch": 0.17, "learning_rate": 0.0008347241725175528, "loss": 1.694, "theoretical_loss": 3.88695417874547, "tokens_seen": 572981248 }, { "epoch": 0.17, "learning_rate": 0.000834704112337011, "loss": 1.5685, "theoretical_loss": 3.886907758102461, "tokens_seen": 573046784 }, { "epoch": 0.17, "learning_rate": 0.0008346840521564695, "loss": 1.7508, "theoretical_loss": 3.8868613442542923, "tokens_seen": 573112320 }, { "epoch": 0.17, "learning_rate": 0.0008346639919759278, "loss": 1.704, "theoretical_loss": 3.886814937199191, "tokens_seen": 573177856 }, { "epoch": 0.17, "learning_rate": 0.0008346439317953862, "loss": 1.6086, "theoretical_loss": 3.886768536935387, "tokens_seen": 573243392 }, { "epoch": 0.17, "learning_rate": 0.0008346238716148446, "loss": 1.5357, "theoretical_loss": 3.8867221434611094, "tokens_seen": 573308928 }, { "epoch": 0.17, "learning_rate": 0.000834603811434303, "loss": 1.7271, "theoretical_loss": 3.88667575677459, "tokens_seen": 573374464 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.490614116191864, "objective/train/docs_used": 214228, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5626332759857178, "objective/train/original_loss": 1.5626335144042969, "objective/train/theoretical_loss": 3.8866293768740587, "objective/train/tokens_used": 593900000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24128560721874237, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502879619598389, "objective/train/weighted_lm_loss": 1.641161561012268, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.8866293768740587, "tokens_seen": 573440000 }, { "epoch": 0.17, "learning_rate": 0.0008345837512537613, "loss": 1.5757, "theoretical_loss": 3.8866293768740587, "tokens_seen": 573440000 }, { "epoch": 0.17, "learning_rate": 0.0008345636910732197, "loss": 1.5246, "theoretical_loss": 3.8865830037577487, "tokens_seen": 573505536 }, { "epoch": 0.17, "learning_rate": 0.000834543630892678, "loss": 1.6753, "theoretical_loss": 3.8865366374238914, "tokens_seen": 573571072 }, { "epoch": 0.17, "learning_rate": 0.0008345235707121365, "loss": 1.7239, "theoretical_loss": 3.8864902778707213, "tokens_seen": 573636608 }, { "epoch": 0.17, "learning_rate": 0.0008345035105315948, "loss": 1.5884, "theoretical_loss": 3.8864439250964704, "tokens_seen": 573702144 }, { "epoch": 0.17, "learning_rate": 0.0008344834503510532, "loss": 1.6644, "theoretical_loss": 3.886397579099375, "tokens_seen": 573767680 }, { "epoch": 0.17, "learning_rate": 0.0008344633901705116, "loss": 1.5428, "theoretical_loss": 3.88635123987767, "tokens_seen": 573833216 }, { "epoch": 0.17, "learning_rate": 0.00083444332998997, "loss": 1.5276, "theoretical_loss": 3.8863049074295906, "tokens_seen": 573898752 }, { "epoch": 0.17, "learning_rate": 0.0008344232698094283, "loss": 1.6814, "theoretical_loss": 3.886258581753374, "tokens_seen": 573964288 }, { "epoch": 0.17, "learning_rate": 0.0008344032096288867, "loss": 1.7092, "theoretical_loss": 3.8862122628472564, "tokens_seen": 574029824 }, { "epoch": 0.17, "learning_rate": 0.000834383149448345, "loss": 1.6209, "theoretical_loss": 3.8861659507094766, "tokens_seen": 574095360 }, { "epoch": 0.17, "learning_rate": 0.0008343630892678035, "loss": 1.5473, "theoretical_loss": 3.8861196453382734, "tokens_seen": 574160896 }, { "epoch": 0.17, "learning_rate": 0.0008343430290872618, "loss": 1.629, "theoretical_loss": 3.8860733467318846, "tokens_seen": 574226432 }, { "epoch": 0.17, "learning_rate": 0.0008343229689067202, "loss": 1.7029, "theoretical_loss": 3.886027054888551, "tokens_seen": 574291968 }, { "epoch": 0.17, "learning_rate": 0.0008343029087261785, "loss": 1.5779, "theoretical_loss": 3.885980769806513, "tokens_seen": 574357504 }, { "epoch": 0.17, "learning_rate": 0.000834282848545637, "loss": 1.6816, "theoretical_loss": 3.8859344914840115, "tokens_seen": 574423040 }, { "epoch": 0.17, "learning_rate": 0.0008342627883650953, "loss": 1.6854, "theoretical_loss": 3.8858882199192886, "tokens_seen": 574488576 }, { "epoch": 0.17, "learning_rate": 0.0008342427281845537, "loss": 1.6028, "theoretical_loss": 3.8858419551105863, "tokens_seen": 574554112 }, { "epoch": 0.17, "learning_rate": 0.000834222668004012, "loss": 1.7471, "theoretical_loss": 3.8857956970561487, "tokens_seen": 574619648 }, { "epoch": 0.17, "learning_rate": 0.0008342026078234704, "loss": 1.6562, "theoretical_loss": 3.885749445754218, "tokens_seen": 574685184 }, { "epoch": 0.17, "learning_rate": 0.0008341825476429288, "loss": 1.5984, "theoretical_loss": 3.8857032012030404, "tokens_seen": 574750720 }, { "epoch": 0.17, "learning_rate": 0.0008341624874623872, "loss": 1.4557, "theoretical_loss": 3.8856569634008595, "tokens_seen": 574816256 }, { "epoch": 0.17, "learning_rate": 0.0008341424272818455, "loss": 1.541, "theoretical_loss": 3.8856107323459215, "tokens_seen": 574881792 }, { "epoch": 0.17, "learning_rate": 0.000834122367101304, "loss": 1.7277, "theoretical_loss": 3.885564508036473, "tokens_seen": 574947328 }, { "epoch": 0.17, "learning_rate": 0.0008341023069207623, "loss": 1.6655, "theoretical_loss": 3.8855182904707615, "tokens_seen": 575012864 }, { "epoch": 0.17, "learning_rate": 0.0008340822467402207, "loss": 1.6032, "theoretical_loss": 3.885472079647034, "tokens_seen": 575078400 }, { "epoch": 0.17, "learning_rate": 0.000834062186559679, "loss": 1.5355, "theoretical_loss": 3.8854258755635387, "tokens_seen": 575143936 }, { "epoch": 0.17, "learning_rate": 0.0008340421263791374, "loss": 1.6302, "theoretical_loss": 3.885379678218525, "tokens_seen": 575209472 }, { "epoch": 0.17, "learning_rate": 0.0008340220661985958, "loss": 1.6603, "theoretical_loss": 3.885333487610243, "tokens_seen": 575275008 }, { "epoch": 0.17, "learning_rate": 0.0008340020060180542, "loss": 1.6416, "theoretical_loss": 3.885287303736942, "tokens_seen": 575340544 }, { "epoch": 0.17, "learning_rate": 0.0008339819458375125, "loss": 1.6654, "theoretical_loss": 3.885241126596874, "tokens_seen": 575406080 }, { "epoch": 0.17, "learning_rate": 0.000833961885656971, "loss": 1.5494, "theoretical_loss": 3.8851949561882897, "tokens_seen": 575471616 }, { "epoch": 0.17, "learning_rate": 0.0008339418254764292, "loss": 1.4818, "theoretical_loss": 3.885148792509442, "tokens_seen": 575537152 }, { "epoch": 0.17, "learning_rate": 0.0008339217652958877, "loss": 1.6263, "theoretical_loss": 3.8851026355585843, "tokens_seen": 575602688 }, { "epoch": 0.17, "learning_rate": 0.0008339017051153461, "loss": 1.7115, "theoretical_loss": 3.885056485333969, "tokens_seen": 575668224 }, { "epoch": 0.17, "learning_rate": 0.0008338816449348044, "loss": 1.6162, "theoretical_loss": 3.8850103418338513, "tokens_seen": 575733760 }, { "epoch": 0.17, "learning_rate": 0.0008338615847542628, "loss": 1.7863, "theoretical_loss": 3.884964205056486, "tokens_seen": 575799296 }, { "epoch": 0.17, "learning_rate": 0.0008338415245737211, "loss": 1.5634, "theoretical_loss": 3.884918075000128, "tokens_seen": 575864832 }, { "epoch": 0.17, "learning_rate": 0.0008338214643931795, "loss": 1.6212, "theoretical_loss": 3.884871951663034, "tokens_seen": 575930368 }, { "epoch": 0.17, "learning_rate": 0.000833801404212638, "loss": 1.5676, "theoretical_loss": 3.8848258350434612, "tokens_seen": 575995904 }, { "epoch": 0.17, "learning_rate": 0.0008337813440320962, "loss": 1.4362, "theoretical_loss": 3.884779725139666, "tokens_seen": 576061440 }, { "epoch": 0.17, "learning_rate": 0.0008337612838515547, "loss": 1.5206, "theoretical_loss": 3.8847336219499073, "tokens_seen": 576126976 }, { "epoch": 0.17, "learning_rate": 0.0008337412236710131, "loss": 1.651, "theoretical_loss": 3.8846875254724442, "tokens_seen": 576192512 }, { "epoch": 0.17, "learning_rate": 0.0008337211634904714, "loss": 1.6546, "theoretical_loss": 3.884641435705535, "tokens_seen": 576258048 }, { "epoch": 0.17, "learning_rate": 0.0008337011033099298, "loss": 1.6489, "theoretical_loss": 3.884595352647441, "tokens_seen": 576323584 }, { "epoch": 0.17, "learning_rate": 0.0008336810431293882, "loss": 1.5317, "theoretical_loss": 3.884549276296423, "tokens_seen": 576389120 }, { "epoch": 0.17, "learning_rate": 0.0008336609829488465, "loss": 1.5102, "theoretical_loss": 3.8845032066507414, "tokens_seen": 576454656 }, { "epoch": 0.17, "learning_rate": 0.000833640922768305, "loss": 1.5993, "theoretical_loss": 3.8844571437086586, "tokens_seen": 576520192 }, { "epoch": 0.17, "learning_rate": 0.0008336208625877632, "loss": 1.4862, "theoretical_loss": 3.884411087468438, "tokens_seen": 576585728 }, { "epoch": 0.17, "learning_rate": 0.0008336008024072217, "loss": 1.583, "theoretical_loss": 3.8843650379283416, "tokens_seen": 576651264 }, { "epoch": 0.17, "objective/train/advantage_avg": 0.49178701639175415, "objective/train/docs_used": 215374, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.578829288482666, "objective/train/original_loss": 1.5788294076919556, "objective/train/theoretical_loss": 3.884318995086635, "objective/train/tokens_used": 597176800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24241264164447784, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504109859466553, "objective/train/weighted_lm_loss": 1.6582890748977661, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.884318995086635, "tokens_seen": 576716800 }, { "epoch": 0.17, "learning_rate": 0.00083358074222668, "loss": 1.6054, "theoretical_loss": 3.884318995086635, "tokens_seen": 576716800 }, { "epoch": 0.17, "learning_rate": 0.0008335606820461384, "loss": 1.6457, "theoretical_loss": 3.884272958941581, "tokens_seen": 576782336 }, { "epoch": 0.17, "learning_rate": 0.0008335406218655968, "loss": 1.5649, "theoretical_loss": 3.8842269294914464, "tokens_seen": 576847872 }, { "epoch": 0.17, "learning_rate": 0.0008335205616850552, "loss": 1.6548, "theoretical_loss": 3.8841809067344966, "tokens_seen": 576913408 }, { "epoch": 0.17, "learning_rate": 0.0008335005015045135, "loss": 1.6309, "theoretical_loss": 3.8841348906689985, "tokens_seen": 576978944 }, { "epoch": 0.17, "learning_rate": 0.000833480441323972, "loss": 1.6167, "theoretical_loss": 3.8840888812932186, "tokens_seen": 577044480 }, { "epoch": 0.17, "learning_rate": 0.0008334603811434302, "loss": 1.648, "theoretical_loss": 3.8840428786054253, "tokens_seen": 577110016 }, { "epoch": 0.17, "learning_rate": 0.0008334403209628887, "loss": 1.667, "theoretical_loss": 3.8839968826038866, "tokens_seen": 577175552 }, { "epoch": 0.17, "learning_rate": 0.000833420260782347, "loss": 1.6751, "theoretical_loss": 3.8839508932868725, "tokens_seen": 577241088 }, { "epoch": 0.17, "learning_rate": 0.0008334002006018054, "loss": 1.6029, "theoretical_loss": 3.883904910652652, "tokens_seen": 577306624 }, { "epoch": 0.17, "learning_rate": 0.0008333801404212638, "loss": 1.7712, "theoretical_loss": 3.8838589346994965, "tokens_seen": 577372160 }, { "epoch": 0.17, "learning_rate": 0.0008333600802407222, "loss": 1.543, "theoretical_loss": 3.8838129654256757, "tokens_seen": 577437696 }, { "epoch": 0.18, "learning_rate": 0.0008333400200601805, "loss": 1.4709, "theoretical_loss": 3.8837670028294626, "tokens_seen": 577503232 }, { "epoch": 0.18, "learning_rate": 0.0008333199598796389, "loss": 1.5841, "theoretical_loss": 3.8837210469091286, "tokens_seen": 577568768 }, { "epoch": 0.18, "learning_rate": 0.0008332998996990974, "loss": 1.625, "theoretical_loss": 3.8836750976629473, "tokens_seen": 577634304 }, { "epoch": 0.18, "learning_rate": 0.0008332798395185557, "loss": 1.6486, "theoretical_loss": 3.883629155089192, "tokens_seen": 577699840 }, { "epoch": 0.18, "learning_rate": 0.0008332597793380141, "loss": 1.6697, "theoretical_loss": 3.883583219186138, "tokens_seen": 577765376 }, { "epoch": 0.18, "learning_rate": 0.0008332397191574724, "loss": 1.6512, "theoretical_loss": 3.8835372899520593, "tokens_seen": 577830912 }, { "epoch": 0.18, "learning_rate": 0.0008332196589769308, "loss": 1.5178, "theoretical_loss": 3.883491367385231, "tokens_seen": 577896448 }, { "epoch": 0.18, "learning_rate": 0.0008331995987963892, "loss": 1.6438, "theoretical_loss": 3.8834454514839303, "tokens_seen": 577961984 }, { "epoch": 0.18, "learning_rate": 0.0008331795386158476, "loss": 1.7216, "theoretical_loss": 3.8833995422464342, "tokens_seen": 578027520 }, { "epoch": 0.18, "learning_rate": 0.0008331594784353059, "loss": 1.5895, "theoretical_loss": 3.8833536396710198, "tokens_seen": 578093056 }, { "epoch": 0.18, "learning_rate": 0.0008331394182547644, "loss": 1.6638, "theoretical_loss": 3.8833077437559647, "tokens_seen": 578158592 }, { "epoch": 0.18, "learning_rate": 0.0008331193580742227, "loss": 1.6073, "theoretical_loss": 3.8832618544995485, "tokens_seen": 578224128 }, { "epoch": 0.18, "learning_rate": 0.0008330992978936811, "loss": 1.6409, "theoretical_loss": 3.88321597190005, "tokens_seen": 578289664 }, { "epoch": 0.18, "learning_rate": 0.0008330792377131395, "loss": 1.6481, "theoretical_loss": 3.88317009595575, "tokens_seen": 578355200 }, { "epoch": 0.18, "learning_rate": 0.0008330591775325978, "loss": 1.7624, "theoretical_loss": 3.8831242266649286, "tokens_seen": 578420736 }, { "epoch": 0.18, "learning_rate": 0.0008330391173520562, "loss": 1.5285, "theoretical_loss": 3.8830783640258675, "tokens_seen": 578486272 }, { "epoch": 0.18, "learning_rate": 0.0008330190571715146, "loss": 1.6166, "theoretical_loss": 3.883032508036848, "tokens_seen": 578551808 }, { "epoch": 0.18, "learning_rate": 0.0008329989969909729, "loss": 1.5131, "theoretical_loss": 3.8829866586961543, "tokens_seen": 578617344 }, { "epoch": 0.18, "learning_rate": 0.0008329789368104314, "loss": 1.6345, "theoretical_loss": 3.882940816002068, "tokens_seen": 578682880 }, { "epoch": 0.18, "learning_rate": 0.0008329588766298896, "loss": 1.6407, "theoretical_loss": 3.882894979952874, "tokens_seen": 578748416 }, { "epoch": 0.18, "learning_rate": 0.0008329388164493481, "loss": 1.5498, "theoretical_loss": 3.882849150546856, "tokens_seen": 578813952 }, { "epoch": 0.18, "learning_rate": 0.0008329187562688065, "loss": 1.681, "theoretical_loss": 3.8828033277823, "tokens_seen": 578879488 }, { "epoch": 0.18, "learning_rate": 0.0008328986960882648, "loss": 1.707, "theoretical_loss": 3.8827575116574913, "tokens_seen": 578945024 }, { "epoch": 0.18, "learning_rate": 0.0008328786359077232, "loss": 1.6368, "theoretical_loss": 3.8827117021707167, "tokens_seen": 579010560 }, { "epoch": 0.18, "learning_rate": 0.0008328585757271815, "loss": 1.5782, "theoretical_loss": 3.8826658993202625, "tokens_seen": 579076096 }, { "epoch": 0.18, "learning_rate": 0.0008328385155466399, "loss": 1.6314, "theoretical_loss": 3.8826201031044176, "tokens_seen": 579141632 }, { "epoch": 0.18, "learning_rate": 0.0008328184553660984, "loss": 1.6671, "theoretical_loss": 3.8825743135214696, "tokens_seen": 579207168 }, { "epoch": 0.18, "learning_rate": 0.0008327983951855566, "loss": 1.5509, "theoretical_loss": 3.882528530569708, "tokens_seen": 579272704 }, { "epoch": 0.18, "learning_rate": 0.0008327783350050151, "loss": 1.6627, "theoretical_loss": 3.8824827542474214, "tokens_seen": 579338240 }, { "epoch": 0.18, "learning_rate": 0.0008327582748244735, "loss": 1.601, "theoretical_loss": 3.8824369845529008, "tokens_seen": 579403776 }, { "epoch": 0.18, "learning_rate": 0.0008327382146439318, "loss": 1.577, "theoretical_loss": 3.8823912214844376, "tokens_seen": 579469312 }, { "epoch": 0.18, "learning_rate": 0.0008327181544633902, "loss": 1.744, "theoretical_loss": 3.882345465040322, "tokens_seen": 579534848 }, { "epoch": 0.18, "learning_rate": 0.0008326980942828486, "loss": 1.6169, "theoretical_loss": 3.882299715218848, "tokens_seen": 579600384 }, { "epoch": 0.18, "learning_rate": 0.0008326780341023069, "loss": 1.6419, "theoretical_loss": 3.8822539720183062, "tokens_seen": 579665920 }, { "epoch": 0.18, "learning_rate": 0.0008326579739217654, "loss": 1.6029, "theoretical_loss": 3.882208235436992, "tokens_seen": 579731456 }, { "epoch": 0.18, "learning_rate": 0.0008326379137412236, "loss": 1.6054, "theoretical_loss": 3.8821625054731976, "tokens_seen": 579796992 }, { "epoch": 0.18, "learning_rate": 0.0008326178535606821, "loss": 1.669, "theoretical_loss": 3.8821167821252196, "tokens_seen": 579862528 }, { "epoch": 0.18, "learning_rate": 0.0008325977933801404, "loss": 1.5815, "theoretical_loss": 3.8820710653913526, "tokens_seen": 579928064 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4898017644882202, "objective/train/docs_used": 216668, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6693953275680542, "objective/train/original_loss": 1.6693953275680542, "objective/train/theoretical_loss": 3.8820253552698913, "objective/train/tokens_used": 600453600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24118079245090485, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502060651779175, "objective/train/weighted_lm_loss": 1.7532109022140503, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8820253552698913, "tokens_seen": 579993600 }, { "epoch": 0.18, "learning_rate": 0.0008325777331995988, "loss": 1.6935, "theoretical_loss": 3.8820253552698913, "tokens_seen": 579993600 }, { "epoch": 0.18, "learning_rate": 0.0008325576730190572, "loss": 1.7155, "theoretical_loss": 3.881979651759134, "tokens_seen": 580059136 }, { "epoch": 0.18, "learning_rate": 0.0008325376128385156, "loss": 1.6103, "theoretical_loss": 3.8819339548573772, "tokens_seen": 580124672 }, { "epoch": 0.18, "learning_rate": 0.0008325175526579739, "loss": 1.5621, "theoretical_loss": 3.881888264562919, "tokens_seen": 580190208 }, { "epoch": 0.18, "learning_rate": 0.0008324974924774324, "loss": 1.6421, "theoretical_loss": 3.8818425808740575, "tokens_seen": 580255744 }, { "epoch": 0.18, "learning_rate": 0.0008324774322968906, "loss": 1.6178, "theoretical_loss": 3.881796903789092, "tokens_seen": 580321280 }, { "epoch": 0.18, "learning_rate": 0.0008324573721163491, "loss": 1.676, "theoretical_loss": 3.881751233306322, "tokens_seen": 580386816 }, { "epoch": 0.18, "learning_rate": 0.0008324373119358074, "loss": 1.6241, "theoretical_loss": 3.881705569424049, "tokens_seen": 580452352 }, { "epoch": 0.18, "learning_rate": 0.0008324172517552658, "loss": 1.6982, "theoretical_loss": 3.8816599121405724, "tokens_seen": 580517888 }, { "epoch": 0.18, "learning_rate": 0.0008323971915747242, "loss": 1.6278, "theoretical_loss": 3.881614261454195, "tokens_seen": 580583424 }, { "epoch": 0.18, "learning_rate": 0.0008323771313941826, "loss": 1.5379, "theoretical_loss": 3.881568617363218, "tokens_seen": 580648960 }, { "epoch": 0.18, "learning_rate": 0.0008323570712136409, "loss": 1.6818, "theoretical_loss": 3.881522979865945, "tokens_seen": 580714496 }, { "epoch": 0.18, "learning_rate": 0.0008323370110330993, "loss": 1.69, "theoretical_loss": 3.88147734896068, "tokens_seen": 580780032 }, { "epoch": 0.18, "learning_rate": 0.0008323169508525577, "loss": 1.5399, "theoretical_loss": 3.8814317246457266, "tokens_seen": 580845568 }, { "epoch": 0.18, "learning_rate": 0.0008322968906720161, "loss": 1.6669, "theoretical_loss": 3.881386106919389, "tokens_seen": 580911104 }, { "epoch": 0.18, "learning_rate": 0.0008322768304914744, "loss": 1.6094, "theoretical_loss": 3.8813404957799733, "tokens_seen": 580976640 }, { "epoch": 0.18, "learning_rate": 0.0008322567703109328, "loss": 1.6382, "theoretical_loss": 3.881294891225785, "tokens_seen": 581042176 }, { "epoch": 0.18, "learning_rate": 0.0008322367101303911, "loss": 1.5975, "theoretical_loss": 3.8812492932551317, "tokens_seen": 581107712 }, { "epoch": 0.18, "learning_rate": 0.0008322166499498496, "loss": 1.7833, "theoretical_loss": 3.88120370186632, "tokens_seen": 581173248 }, { "epoch": 0.18, "learning_rate": 0.0008321965897693079, "loss": 1.6112, "theoretical_loss": 3.8811581170576575, "tokens_seen": 581238784 }, { "epoch": 0.18, "learning_rate": 0.0008321765295887663, "loss": 1.6593, "theoretical_loss": 3.881112538827453, "tokens_seen": 581304320 }, { "epoch": 0.18, "learning_rate": 0.0008321564694082247, "loss": 1.5667, "theoretical_loss": 3.881066967174016, "tokens_seen": 581369856 }, { "epoch": 0.18, "learning_rate": 0.0008321364092276831, "loss": 1.5722, "theoretical_loss": 3.881021402095657, "tokens_seen": 581435392 }, { "epoch": 0.18, "learning_rate": 0.0008321163490471414, "loss": 1.6631, "theoretical_loss": 3.8809758435906843, "tokens_seen": 581500928 }, { "epoch": 0.18, "learning_rate": 0.0008320962888665999, "loss": 1.5772, "theoretical_loss": 3.88093029165741, "tokens_seen": 581566464 }, { "epoch": 0.18, "learning_rate": 0.0008320762286860581, "loss": 1.6153, "theoretical_loss": 3.8808847462941465, "tokens_seen": 581632000 }, { "epoch": 0.18, "learning_rate": 0.0008320561685055166, "loss": 1.5789, "theoretical_loss": 3.880839207499205, "tokens_seen": 581697536 }, { "epoch": 0.18, "learning_rate": 0.0008320361083249749, "loss": 1.5706, "theoretical_loss": 3.8807936752708985, "tokens_seen": 581763072 }, { "epoch": 0.18, "learning_rate": 0.0008320160481444333, "loss": 1.697, "theoretical_loss": 3.880748149607541, "tokens_seen": 581828608 }, { "epoch": 0.18, "learning_rate": 0.0008319959879638917, "loss": 1.6527, "theoretical_loss": 3.8807026305074475, "tokens_seen": 581894144 }, { "epoch": 0.18, "learning_rate": 0.00083197592778335, "loss": 1.6531, "theoretical_loss": 3.880657117968931, "tokens_seen": 581959680 }, { "epoch": 0.18, "learning_rate": 0.0008319558676028084, "loss": 1.5888, "theoretical_loss": 3.8806116119903074, "tokens_seen": 582025216 }, { "epoch": 0.18, "learning_rate": 0.0008319358074222669, "loss": 1.6148, "theoretical_loss": 3.880566112569893, "tokens_seen": 582090752 }, { "epoch": 0.18, "learning_rate": 0.0008319157472417251, "loss": 1.7515, "theoretical_loss": 3.8805206197060045, "tokens_seen": 582156288 }, { "epoch": 0.18, "learning_rate": 0.0008318956870611836, "loss": 1.7871, "theoretical_loss": 3.880475133396959, "tokens_seen": 582221824 }, { "epoch": 0.18, "learning_rate": 0.0008318756268806418, "loss": 1.5739, "theoretical_loss": 3.880429653641075, "tokens_seen": 582287360 }, { "epoch": 0.18, "learning_rate": 0.0008318555667001003, "loss": 1.6752, "theoretical_loss": 3.8803841804366694, "tokens_seen": 582352896 }, { "epoch": 0.18, "learning_rate": 0.0008318355065195587, "loss": 1.5701, "theoretical_loss": 3.880338713782063, "tokens_seen": 582418432 }, { "epoch": 0.18, "learning_rate": 0.000831815446339017, "loss": 1.6733, "theoretical_loss": 3.8802932536755748, "tokens_seen": 582483968 }, { "epoch": 0.18, "learning_rate": 0.0008317953861584755, "loss": 1.5975, "theoretical_loss": 3.8802478001155247, "tokens_seen": 582549504 }, { "epoch": 0.18, "learning_rate": 0.0008317753259779339, "loss": 1.8073, "theoretical_loss": 3.880202353100235, "tokens_seen": 582615040 }, { "epoch": 0.18, "learning_rate": 0.0008317552657973922, "loss": 1.6272, "theoretical_loss": 3.880156912628026, "tokens_seen": 582680576 }, { "epoch": 0.18, "learning_rate": 0.0008317352056168506, "loss": 1.5908, "theoretical_loss": 3.880111478697221, "tokens_seen": 582746112 }, { "epoch": 0.18, "learning_rate": 0.000831715145436309, "loss": 1.7125, "theoretical_loss": 3.880066051306142, "tokens_seen": 582811648 }, { "epoch": 0.18, "learning_rate": 0.0008316950852557673, "loss": 1.7426, "theoretical_loss": 3.880020630453113, "tokens_seen": 582877184 }, { "epoch": 0.18, "learning_rate": 0.0008316750250752258, "loss": 1.6432, "theoretical_loss": 3.879975216136457, "tokens_seen": 582942720 }, { "epoch": 0.18, "learning_rate": 0.000831654964894684, "loss": 1.6708, "theoretical_loss": 3.8799298083545004, "tokens_seen": 583008256 }, { "epoch": 0.18, "learning_rate": 0.0008316349047141425, "loss": 1.4938, "theoretical_loss": 3.8798844071055667, "tokens_seen": 583073792 }, { "epoch": 0.18, "learning_rate": 0.0008316148445336008, "loss": 1.6715, "theoretical_loss": 3.8798390123879836, "tokens_seen": 583139328 }, { "epoch": 0.18, "learning_rate": 0.0008315947843530592, "loss": 1.668, "theoretical_loss": 3.879793624200077, "tokens_seen": 583204864 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.48885348439216614, "objective/train/docs_used": 217803, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.614006519317627, "objective/train/original_loss": 1.614006519317627, "objective/train/theoretical_loss": 3.879748242540173, "objective/train/tokens_used": 603730400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23961599171161652, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501033067703247, "objective/train/weighted_lm_loss": 1.6949542760849, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.879748242540173, "tokens_seen": 583270400 }, { "epoch": 0.18, "learning_rate": 0.0008315747241725176, "loss": 1.6647, "theoretical_loss": 3.879748242540173, "tokens_seen": 583270400 }, { "epoch": 0.18, "learning_rate": 0.000831554663991976, "loss": 1.6274, "theoretical_loss": 3.8797028674066008, "tokens_seen": 583335936 }, { "epoch": 0.18, "learning_rate": 0.0008315346038114343, "loss": 1.6726, "theoretical_loss": 3.8796574987976875, "tokens_seen": 583401472 }, { "epoch": 0.18, "learning_rate": 0.0008315145436308928, "loss": 1.6305, "theoretical_loss": 3.8796121367117635, "tokens_seen": 583467008 }, { "epoch": 0.18, "learning_rate": 0.000831494483450351, "loss": 1.7564, "theoretical_loss": 3.8795667811471573, "tokens_seen": 583532544 }, { "epoch": 0.18, "learning_rate": 0.0008314744232698095, "loss": 1.6404, "theoretical_loss": 3.8795214321022, "tokens_seen": 583598080 }, { "epoch": 0.18, "learning_rate": 0.0008314543630892678, "loss": 1.6265, "theoretical_loss": 3.8794760895752223, "tokens_seen": 583663616 }, { "epoch": 0.18, "learning_rate": 0.0008314343029087262, "loss": 1.7085, "theoretical_loss": 3.879430753564555, "tokens_seen": 583729152 }, { "epoch": 0.18, "learning_rate": 0.0008314142427281846, "loss": 1.5586, "theoretical_loss": 3.8793854240685306, "tokens_seen": 583794688 }, { "epoch": 0.18, "learning_rate": 0.000831394182547643, "loss": 1.6759, "theoretical_loss": 3.8793401010854813, "tokens_seen": 583860224 }, { "epoch": 0.18, "learning_rate": 0.0008313741223671013, "loss": 1.6092, "theoretical_loss": 3.8792947846137418, "tokens_seen": 583925760 }, { "epoch": 0.18, "learning_rate": 0.0008313540621865597, "loss": 1.5635, "theoretical_loss": 3.879249474651645, "tokens_seen": 583991296 }, { "epoch": 0.18, "learning_rate": 0.000831334002006018, "loss": 1.6645, "theoretical_loss": 3.879204171197525, "tokens_seen": 584056832 }, { "epoch": 0.18, "learning_rate": 0.0008313139418254765, "loss": 1.5576, "theoretical_loss": 3.8791588742497183, "tokens_seen": 584122368 }, { "epoch": 0.18, "learning_rate": 0.0008312938816449348, "loss": 1.5826, "theoretical_loss": 3.8791135838065594, "tokens_seen": 584187904 }, { "epoch": 0.18, "learning_rate": 0.0008312738214643932, "loss": 1.5733, "theoretical_loss": 3.8790682998663852, "tokens_seen": 584253440 }, { "epoch": 0.18, "learning_rate": 0.0008312537612838515, "loss": 1.7476, "theoretical_loss": 3.879023022427533, "tokens_seen": 584318976 }, { "epoch": 0.18, "learning_rate": 0.00083123370110331, "loss": 1.6421, "theoretical_loss": 3.87897775148834, "tokens_seen": 584384512 }, { "epoch": 0.18, "learning_rate": 0.0008312136409227683, "loss": 1.65, "theoretical_loss": 3.878932487047144, "tokens_seen": 584450048 }, { "epoch": 0.18, "learning_rate": 0.0008311935807422267, "loss": 1.6201, "theoretical_loss": 3.8788872291022845, "tokens_seen": 584515584 }, { "epoch": 0.18, "learning_rate": 0.0008311735205616851, "loss": 1.5899, "theoretical_loss": 3.878841977652101, "tokens_seen": 584581120 }, { "epoch": 0.18, "learning_rate": 0.0008311534603811435, "loss": 1.5468, "theoretical_loss": 3.8787967326949335, "tokens_seen": 584646656 }, { "epoch": 0.18, "learning_rate": 0.0008311334002006018, "loss": 1.6185, "theoretical_loss": 3.878751494229122, "tokens_seen": 584712192 }, { "epoch": 0.18, "learning_rate": 0.0008311133400200603, "loss": 1.7026, "theoretical_loss": 3.8787062622530084, "tokens_seen": 584777728 }, { "epoch": 0.18, "learning_rate": 0.0008310932798395185, "loss": 1.6082, "theoretical_loss": 3.8786610367649343, "tokens_seen": 584843264 }, { "epoch": 0.18, "learning_rate": 0.000831073219658977, "loss": 1.6696, "theoretical_loss": 3.878615817763242, "tokens_seen": 584908800 }, { "epoch": 0.18, "learning_rate": 0.0008310531594784353, "loss": 1.6589, "theoretical_loss": 3.8785706052462756, "tokens_seen": 584974336 }, { "epoch": 0.18, "learning_rate": 0.0008310330992978937, "loss": 1.5331, "theoretical_loss": 3.8785253992123776, "tokens_seen": 585039872 }, { "epoch": 0.18, "learning_rate": 0.0008310130391173521, "loss": 1.7219, "theoretical_loss": 3.8784801996598928, "tokens_seen": 585105408 }, { "epoch": 0.18, "learning_rate": 0.0008309929789368104, "loss": 1.5674, "theoretical_loss": 3.878435006587166, "tokens_seen": 585170944 }, { "epoch": 0.18, "learning_rate": 0.0008309729187562688, "loss": 1.6549, "theoretical_loss": 3.8783898199925426, "tokens_seen": 585236480 }, { "epoch": 0.18, "learning_rate": 0.0008309528585757273, "loss": 1.6957, "theoretical_loss": 3.8783446398743693, "tokens_seen": 585302016 }, { "epoch": 0.18, "learning_rate": 0.0008309327983951855, "loss": 1.6219, "theoretical_loss": 3.878299466230992, "tokens_seen": 585367552 }, { "epoch": 0.18, "learning_rate": 0.000830912738214644, "loss": 1.5805, "theoretical_loss": 3.8782542990607594, "tokens_seen": 585433088 }, { "epoch": 0.18, "learning_rate": 0.0008308926780341022, "loss": 1.5979, "theoretical_loss": 3.8782091383620183, "tokens_seen": 585498624 }, { "epoch": 0.18, "learning_rate": 0.0008308726178535607, "loss": 1.6933, "theoretical_loss": 3.878163984133117, "tokens_seen": 585564160 }, { "epoch": 0.18, "learning_rate": 0.0008308525576730191, "loss": 1.5984, "theoretical_loss": 3.8781188363724057, "tokens_seen": 585629696 }, { "epoch": 0.18, "learning_rate": 0.0008308324974924774, "loss": 1.6588, "theoretical_loss": 3.8780736950782337, "tokens_seen": 585695232 }, { "epoch": 0.18, "learning_rate": 0.0008308124373119358, "loss": 1.547, "theoretical_loss": 3.8780285602489513, "tokens_seen": 585760768 }, { "epoch": 0.18, "learning_rate": 0.0008307923771313943, "loss": 1.6371, "theoretical_loss": 3.87798343188291, "tokens_seen": 585826304 }, { "epoch": 0.18, "learning_rate": 0.0008307723169508525, "loss": 1.5934, "theoretical_loss": 3.87793830997846, "tokens_seen": 585891840 }, { "epoch": 0.18, "learning_rate": 0.000830752256770311, "loss": 1.5106, "theoretical_loss": 3.8778931945339554, "tokens_seen": 585957376 }, { "epoch": 0.18, "learning_rate": 0.0008307321965897692, "loss": 1.5949, "theoretical_loss": 3.8778480855477477, "tokens_seen": 586022912 }, { "epoch": 0.18, "learning_rate": 0.0008307121364092277, "loss": 1.7127, "theoretical_loss": 3.8778029830181904, "tokens_seen": 586088448 }, { "epoch": 0.18, "learning_rate": 0.0008306920762286861, "loss": 1.5959, "theoretical_loss": 3.8777578869436384, "tokens_seen": 586153984 }, { "epoch": 0.18, "learning_rate": 0.0008306720160481444, "loss": 1.7218, "theoretical_loss": 3.8777127973224452, "tokens_seen": 586219520 }, { "epoch": 0.18, "learning_rate": 0.0008306519558676028, "loss": 1.6409, "theoretical_loss": 3.8776677141529667, "tokens_seen": 586285056 }, { "epoch": 0.18, "learning_rate": 0.0008306318956870612, "loss": 1.5809, "theoretical_loss": 3.877622637433558, "tokens_seen": 586350592 }, { "epoch": 0.18, "learning_rate": 0.0008306118355065195, "loss": 1.5752, "theoretical_loss": 3.8775775671625765, "tokens_seen": 586416128 }, { "epoch": 0.18, "learning_rate": 0.000830591775325978, "loss": 1.6401, "theoretical_loss": 3.8775325033383785, "tokens_seen": 586481664 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4921160936355591, "objective/train/docs_used": 218927, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7031680345535278, "objective/train/original_loss": 1.7031681537628174, "objective/train/theoretical_loss": 3.8774874459593223, "objective/train/tokens_used": 607007200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.242936372756958, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050446629524231, "objective/train/weighted_lm_loss": 1.7889472246170044, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8774874459593223, "tokens_seen": 586547200 }, { "epoch": 0.18, "learning_rate": 0.0008305717151454363, "loss": 1.7481, "theoretical_loss": 3.8774874459593223, "tokens_seen": 586547200 }, { "epoch": 0.18, "learning_rate": 0.0008305516549648947, "loss": 1.5825, "theoretical_loss": 3.877442395023765, "tokens_seen": 586612736 }, { "epoch": 0.18, "learning_rate": 0.000830531594784353, "loss": 1.5842, "theoretical_loss": 3.8773973505300674, "tokens_seen": 586678272 }, { "epoch": 0.18, "learning_rate": 0.0008305115346038114, "loss": 1.5653, "theoretical_loss": 3.8773523124765865, "tokens_seen": 586743808 }, { "epoch": 0.18, "learning_rate": 0.0008304914744232698, "loss": 1.653, "theoretical_loss": 3.8773072808616837, "tokens_seen": 586809344 }, { "epoch": 0.18, "learning_rate": 0.0008304714142427282, "loss": 1.5497, "theoretical_loss": 3.8772622556837195, "tokens_seen": 586874880 }, { "epoch": 0.18, "learning_rate": 0.0008304513540621865, "loss": 1.6068, "theoretical_loss": 3.877217236941055, "tokens_seen": 586940416 }, { "epoch": 0.18, "learning_rate": 0.000830431293881645, "loss": 1.7406, "theoretical_loss": 3.8771722246320524, "tokens_seen": 587005952 }, { "epoch": 0.18, "learning_rate": 0.0008304112337011033, "loss": 1.632, "theoretical_loss": 3.8771272187550734, "tokens_seen": 587071488 }, { "epoch": 0.18, "learning_rate": 0.0008303911735205617, "loss": 1.6805, "theoretical_loss": 3.8770822193084817, "tokens_seen": 587137024 }, { "epoch": 0.18, "learning_rate": 0.00083037111334002, "loss": 1.6109, "theoretical_loss": 3.877037226290641, "tokens_seen": 587202560 }, { "epoch": 0.18, "learning_rate": 0.0008303510531594785, "loss": 1.6222, "theoretical_loss": 3.8769922396999146, "tokens_seen": 587268096 }, { "epoch": 0.18, "learning_rate": 0.0008303309929789368, "loss": 1.5739, "theoretical_loss": 3.8769472595346683, "tokens_seen": 587333632 }, { "epoch": 0.18, "learning_rate": 0.0008303109327983952, "loss": 1.5446, "theoretical_loss": 3.876902285793267, "tokens_seen": 587399168 }, { "epoch": 0.18, "learning_rate": 0.0008302908726178536, "loss": 1.6361, "theoretical_loss": 3.8768573184740767, "tokens_seen": 587464704 }, { "epoch": 0.18, "learning_rate": 0.0008302708124373119, "loss": 1.5991, "theoretical_loss": 3.8768123575754645, "tokens_seen": 587530240 }, { "epoch": 0.18, "learning_rate": 0.0008302507522567704, "loss": 1.6164, "theoretical_loss": 3.8767674030957977, "tokens_seen": 587595776 }, { "epoch": 0.18, "learning_rate": 0.0008302306920762287, "loss": 1.6073, "theoretical_loss": 3.876722455033443, "tokens_seen": 587661312 }, { "epoch": 0.18, "learning_rate": 0.0008302106318956871, "loss": 1.5783, "theoretical_loss": 3.87667751338677, "tokens_seen": 587726848 }, { "epoch": 0.18, "learning_rate": 0.0008301905717151455, "loss": 1.5493, "theoretical_loss": 3.8766325781541475, "tokens_seen": 587792384 }, { "epoch": 0.18, "learning_rate": 0.0008301705115346039, "loss": 1.6647, "theoretical_loss": 3.876587649333944, "tokens_seen": 587857920 }, { "epoch": 0.18, "learning_rate": 0.0008301504513540622, "loss": 1.6051, "theoretical_loss": 3.8765427269245314, "tokens_seen": 587923456 }, { "epoch": 0.18, "learning_rate": 0.0008301303911735207, "loss": 1.5461, "theoretical_loss": 3.8764978109242794, "tokens_seen": 587988992 }, { "epoch": 0.18, "learning_rate": 0.0008301103309929789, "loss": 1.5925, "theoretical_loss": 3.8764529013315596, "tokens_seen": 588054528 }, { "epoch": 0.18, "learning_rate": 0.0008300902708124374, "loss": 1.6489, "theoretical_loss": 3.876407998144744, "tokens_seen": 588120064 }, { "epoch": 0.18, "learning_rate": 0.0008300702106318957, "loss": 1.6229, "theoretical_loss": 3.8763631013622053, "tokens_seen": 588185600 }, { "epoch": 0.18, "learning_rate": 0.0008300501504513541, "loss": 1.6815, "theoretical_loss": 3.8763182109823173, "tokens_seen": 588251136 }, { "epoch": 0.18, "learning_rate": 0.0008300300902708125, "loss": 1.5642, "theoretical_loss": 3.876273327003452, "tokens_seen": 588316672 }, { "epoch": 0.18, "learning_rate": 0.0008300100300902708, "loss": 1.4461, "theoretical_loss": 3.876228449423986, "tokens_seen": 588382208 }, { "epoch": 0.18, "learning_rate": 0.0008299899699097292, "loss": 1.5003, "theoretical_loss": 3.8761835782422924, "tokens_seen": 588447744 }, { "epoch": 0.18, "learning_rate": 0.0008299699097291877, "loss": 1.5458, "theoretical_loss": 3.8761387134567475, "tokens_seen": 588513280 }, { "epoch": 0.18, "learning_rate": 0.0008299498495486459, "loss": 1.5513, "theoretical_loss": 3.8760938550657276, "tokens_seen": 588578816 }, { "epoch": 0.18, "learning_rate": 0.0008299297893681044, "loss": 1.6935, "theoretical_loss": 3.8760490030676094, "tokens_seen": 588644352 }, { "epoch": 0.18, "learning_rate": 0.0008299097291875626, "loss": 1.6617, "theoretical_loss": 3.8760041574607698, "tokens_seen": 588709888 }, { "epoch": 0.18, "learning_rate": 0.0008298896690070211, "loss": 1.5717, "theoretical_loss": 3.8759593182435874, "tokens_seen": 588775424 }, { "epoch": 0.18, "learning_rate": 0.0008298696088264795, "loss": 1.7028, "theoretical_loss": 3.87591448541444, "tokens_seen": 588840960 }, { "epoch": 0.18, "learning_rate": 0.0008298495486459378, "loss": 1.6496, "theoretical_loss": 3.875869658971707, "tokens_seen": 588906496 }, { "epoch": 0.18, "learning_rate": 0.0008298294884653962, "loss": 1.7078, "theoretical_loss": 3.875824838913769, "tokens_seen": 588972032 }, { "epoch": 0.18, "learning_rate": 0.0008298094282848547, "loss": 1.6872, "theoretical_loss": 3.875780025239005, "tokens_seen": 589037568 }, { "epoch": 0.18, "learning_rate": 0.0008297893681043129, "loss": 1.6225, "theoretical_loss": 3.8757352179457962, "tokens_seen": 589103104 }, { "epoch": 0.18, "learning_rate": 0.0008297693079237714, "loss": 1.5302, "theoretical_loss": 3.8756904170325246, "tokens_seen": 589168640 }, { "epoch": 0.18, "learning_rate": 0.0008297492477432296, "loss": 1.5347, "theoretical_loss": 3.8756456224975713, "tokens_seen": 589234176 }, { "epoch": 0.18, "learning_rate": 0.0008297291875626881, "loss": 1.6227, "theoretical_loss": 3.8756008343393202, "tokens_seen": 589299712 }, { "epoch": 0.18, "learning_rate": 0.0008297091273821465, "loss": 1.6826, "theoretical_loss": 3.8755560525561537, "tokens_seen": 589365248 }, { "epoch": 0.18, "learning_rate": 0.0008296890672016048, "loss": 1.5985, "theoretical_loss": 3.8755112771464555, "tokens_seen": 589430784 }, { "epoch": 0.18, "learning_rate": 0.0008296690070210632, "loss": 1.7784, "theoretical_loss": 3.8754665081086106, "tokens_seen": 589496320 }, { "epoch": 0.18, "learning_rate": 0.0008296489468405216, "loss": 1.5733, "theoretical_loss": 3.8754217454410043, "tokens_seen": 589561856 }, { "epoch": 0.18, "learning_rate": 0.0008296288866599799, "loss": 1.5693, "theoretical_loss": 3.875376989142021, "tokens_seen": 589627392 }, { "epoch": 0.18, "learning_rate": 0.0008296088264794384, "loss": 1.6317, "theoretical_loss": 3.8753322392100475, "tokens_seen": 589692928 }, { "epoch": 0.18, "learning_rate": 0.0008295887662988967, "loss": 1.6052, "theoretical_loss": 3.8752874956434713, "tokens_seen": 589758464 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4909812808036804, "objective/train/docs_used": 220165, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6117116212844849, "objective/train/original_loss": 1.6117116212844849, "objective/train/theoretical_loss": 3.875242758440679, "objective/train/tokens_used": 610284000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24177321791648865, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503270626068115, "objective/train/weighted_lm_loss": 1.6927611827850342, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.875242758440679, "tokens_seen": 589824000 }, { "epoch": 0.18, "learning_rate": 0.0008295687061183551, "loss": 1.7046, "theoretical_loss": 3.875242758440679, "tokens_seen": 589824000 }, { "epoch": 0.18, "learning_rate": 0.0008295486459378134, "loss": 1.5758, "theoretical_loss": 3.8751980276000584, "tokens_seen": 589889536 }, { "epoch": 0.18, "learning_rate": 0.0008295285857572718, "loss": 1.6406, "theoretical_loss": 3.8751533031199985, "tokens_seen": 589955072 }, { "epoch": 0.18, "learning_rate": 0.0008295085255767302, "loss": 1.5666, "theoretical_loss": 3.875108584998888, "tokens_seen": 590020608 }, { "epoch": 0.18, "learning_rate": 0.0008294884653961886, "loss": 1.6276, "theoretical_loss": 3.875063873235117, "tokens_seen": 590086144 }, { "epoch": 0.18, "learning_rate": 0.0008294684052156469, "loss": 1.6714, "theoretical_loss": 3.875019167827076, "tokens_seen": 590151680 }, { "epoch": 0.18, "learning_rate": 0.0008294483450351054, "loss": 1.8013, "theoretical_loss": 3.8749744687731553, "tokens_seen": 590217216 }, { "epoch": 0.18, "learning_rate": 0.0008294282848545637, "loss": 1.632, "theoretical_loss": 3.8749297760717463, "tokens_seen": 590282752 }, { "epoch": 0.18, "learning_rate": 0.0008294082246740221, "loss": 1.6734, "theoretical_loss": 3.874885089721242, "tokens_seen": 590348288 }, { "epoch": 0.18, "learning_rate": 0.0008293881644934804, "loss": 1.6035, "theoretical_loss": 3.8748404097200346, "tokens_seen": 590413824 }, { "epoch": 0.18, "learning_rate": 0.0008293681043129389, "loss": 1.6007, "theoretical_loss": 3.874795736066517, "tokens_seen": 590479360 }, { "epoch": 0.18, "learning_rate": 0.0008293480441323972, "loss": 1.5973, "theoretical_loss": 3.8747510687590827, "tokens_seen": 590544896 }, { "epoch": 0.18, "learning_rate": 0.0008293279839518556, "loss": 1.4097, "theoretical_loss": 3.8747064077961264, "tokens_seen": 590610432 }, { "epoch": 0.18, "learning_rate": 0.0008293079237713139, "loss": 1.6399, "theoretical_loss": 3.874661753176044, "tokens_seen": 590675968 }, { "epoch": 0.18, "learning_rate": 0.0008292878635907723, "loss": 1.4542, "theoretical_loss": 3.87461710489723, "tokens_seen": 590741504 }, { "epoch": 0.18, "learning_rate": 0.0008292678034102307, "loss": 1.6091, "theoretical_loss": 3.8745724629580813, "tokens_seen": 590807040 }, { "epoch": 0.18, "learning_rate": 0.0008292477432296891, "loss": 1.5679, "theoretical_loss": 3.874527827356994, "tokens_seen": 590872576 }, { "epoch": 0.18, "learning_rate": 0.0008292276830491474, "loss": 1.6006, "theoretical_loss": 3.874483198092366, "tokens_seen": 590938112 }, { "epoch": 0.18, "learning_rate": 0.0008292076228686059, "loss": 1.5959, "theoretical_loss": 3.8744385751625945, "tokens_seen": 591003648 }, { "epoch": 0.18, "learning_rate": 0.0008291875626880642, "loss": 1.6411, "theoretical_loss": 3.8743939585660785, "tokens_seen": 591069184 }, { "epoch": 0.18, "learning_rate": 0.0008291675025075226, "loss": 1.7404, "theoretical_loss": 3.8743493483012172, "tokens_seen": 591134720 }, { "epoch": 0.18, "learning_rate": 0.000829147442326981, "loss": 1.5292, "theoretical_loss": 3.87430474436641, "tokens_seen": 591200256 }, { "epoch": 0.18, "learning_rate": 0.0008291273821464393, "loss": 1.6631, "theoretical_loss": 3.8742601467600566, "tokens_seen": 591265792 }, { "epoch": 0.18, "learning_rate": 0.0008291073219658977, "loss": 1.5965, "theoretical_loss": 3.874215555480559, "tokens_seen": 591331328 }, { "epoch": 0.18, "learning_rate": 0.0008290872617853561, "loss": 1.6225, "theoretical_loss": 3.874170970526317, "tokens_seen": 591396864 }, { "epoch": 0.18, "learning_rate": 0.0008290672016048144, "loss": 1.5969, "theoretical_loss": 3.874126391895734, "tokens_seen": 591462400 }, { "epoch": 0.18, "learning_rate": 0.0008290471414242729, "loss": 1.656, "theoretical_loss": 3.874081819587212, "tokens_seen": 591527936 }, { "epoch": 0.18, "learning_rate": 0.0008290270812437311, "loss": 1.5633, "theoretical_loss": 3.8740372535991545, "tokens_seen": 591593472 }, { "epoch": 0.18, "learning_rate": 0.0008290070210631896, "loss": 1.7388, "theoretical_loss": 3.873992693929965, "tokens_seen": 591659008 }, { "epoch": 0.18, "learning_rate": 0.000828986960882648, "loss": 1.4588, "theoretical_loss": 3.8739481405780474, "tokens_seen": 591724544 }, { "epoch": 0.18, "learning_rate": 0.0008289669007021063, "loss": 1.599, "theoretical_loss": 3.873903593541807, "tokens_seen": 591790080 }, { "epoch": 0.18, "learning_rate": 0.0008289468405215647, "loss": 1.6276, "theoretical_loss": 3.8738590528196486, "tokens_seen": 591855616 }, { "epoch": 0.18, "learning_rate": 0.000828926780341023, "loss": 1.5245, "theoretical_loss": 3.8738145184099797, "tokens_seen": 591921152 }, { "epoch": 0.18, "learning_rate": 0.0008289067201604814, "loss": 1.6088, "theoretical_loss": 3.8737699903112057, "tokens_seen": 591986688 }, { "epoch": 0.18, "learning_rate": 0.0008288866599799399, "loss": 1.5537, "theoretical_loss": 3.8737254685217337, "tokens_seen": 592052224 }, { "epoch": 0.18, "learning_rate": 0.0008288665997993981, "loss": 1.5496, "theoretical_loss": 3.8736809530399725, "tokens_seen": 592117760 }, { "epoch": 0.18, "learning_rate": 0.0008288465396188566, "loss": 1.6273, "theoretical_loss": 3.8736364438643296, "tokens_seen": 592183296 }, { "epoch": 0.18, "learning_rate": 0.0008288264794383151, "loss": 1.5786, "theoretical_loss": 3.8735919409932134, "tokens_seen": 592248832 }, { "epoch": 0.18, "learning_rate": 0.0008288064192577733, "loss": 1.6814, "theoretical_loss": 3.873547444425035, "tokens_seen": 592314368 }, { "epoch": 0.18, "learning_rate": 0.0008287863590772318, "loss": 1.6656, "theoretical_loss": 3.8735029541582033, "tokens_seen": 592379904 }, { "epoch": 0.18, "learning_rate": 0.00082876629889669, "loss": 1.6918, "theoretical_loss": 3.87345847019113, "tokens_seen": 592445440 }, { "epoch": 0.18, "learning_rate": 0.0008287462387161485, "loss": 1.5025, "theoretical_loss": 3.8734139925222246, "tokens_seen": 592510976 }, { "epoch": 0.18, "learning_rate": 0.0008287261785356069, "loss": 1.6032, "theoretical_loss": 3.8733695211499004, "tokens_seen": 592576512 }, { "epoch": 0.18, "learning_rate": 0.0008287061183550652, "loss": 1.6024, "theoretical_loss": 3.8733250560725696, "tokens_seen": 592642048 }, { "epoch": 0.18, "learning_rate": 0.0008286860581745236, "loss": 1.5592, "theoretical_loss": 3.8732805972886446, "tokens_seen": 592707584 }, { "epoch": 0.18, "learning_rate": 0.000828665997993982, "loss": 1.6073, "theoretical_loss": 3.873236144796539, "tokens_seen": 592773120 }, { "epoch": 0.18, "learning_rate": 0.0008286459378134403, "loss": 1.6096, "theoretical_loss": 3.8731916985946677, "tokens_seen": 592838656 }, { "epoch": 0.18, "learning_rate": 0.0008286258776328988, "loss": 1.5658, "theoretical_loss": 3.8731472586814446, "tokens_seen": 592904192 }, { "epoch": 0.18, "learning_rate": 0.000828605817452357, "loss": 1.5567, "theoretical_loss": 3.873102825055285, "tokens_seen": 592969728 }, { "epoch": 0.18, "learning_rate": 0.0008285857572718155, "loss": 1.6636, "theoretical_loss": 3.8730583977146047, "tokens_seen": 593035264 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4914178252220154, "objective/train/docs_used": 221319, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5754297971725464, "objective/train/original_loss": 1.5754297971725464, "objective/train/theoretical_loss": 3.873013976657821, "objective/train/tokens_used": 613560800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24230973422527313, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503736734390259, "objective/train/weighted_lm_loss": 1.6547985076904297, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.873013976657821, "tokens_seen": 593100800 }, { "epoch": 0.18, "learning_rate": 0.0008285656970912738, "loss": 1.6206, "theoretical_loss": 3.873013976657821, "tokens_seen": 593100800 }, { "epoch": 0.18, "learning_rate": 0.0008285456369107322, "loss": 1.6143, "theoretical_loss": 3.87296956188335, "tokens_seen": 593166336 }, { "epoch": 0.18, "learning_rate": 0.0008285255767301906, "loss": 1.4283, "theoretical_loss": 3.87292515338961, "tokens_seen": 593231872 }, { "epoch": 0.18, "learning_rate": 0.000828505516549649, "loss": 1.6161, "theoretical_loss": 3.8728807511750176, "tokens_seen": 593297408 }, { "epoch": 0.18, "learning_rate": 0.0008284854563691073, "loss": 1.6033, "theoretical_loss": 3.872836355237993, "tokens_seen": 593362944 }, { "epoch": 0.18, "learning_rate": 0.0008284653961885658, "loss": 1.6209, "theoretical_loss": 3.8727919655769547, "tokens_seen": 593428480 }, { "epoch": 0.18, "learning_rate": 0.0008284453360080241, "loss": 1.5363, "theoretical_loss": 3.872747582190324, "tokens_seen": 593494016 }, { "epoch": 0.18, "learning_rate": 0.0008284252758274825, "loss": 1.6599, "theoretical_loss": 3.872703205076519, "tokens_seen": 593559552 }, { "epoch": 0.18, "learning_rate": 0.0008284052156469408, "loss": 1.6903, "theoretical_loss": 3.8726588342339623, "tokens_seen": 593625088 }, { "epoch": 0.18, "learning_rate": 0.0008283851554663993, "loss": 1.6047, "theoretical_loss": 3.872614469661075, "tokens_seen": 593690624 }, { "epoch": 0.18, "learning_rate": 0.0008283650952858576, "loss": 1.538, "theoretical_loss": 3.8725701113562794, "tokens_seen": 593756160 }, { "epoch": 0.18, "learning_rate": 0.000828345035105316, "loss": 1.5646, "theoretical_loss": 3.8725257593179983, "tokens_seen": 593821696 }, { "epoch": 0.18, "learning_rate": 0.0008283249749247743, "loss": 1.5392, "theoretical_loss": 3.872481413544654, "tokens_seen": 593887232 }, { "epoch": 0.18, "learning_rate": 0.0008283049147442327, "loss": 1.6154, "theoretical_loss": 3.8724370740346723, "tokens_seen": 593952768 }, { "epoch": 0.18, "learning_rate": 0.0008282848545636911, "loss": 1.6049, "theoretical_loss": 3.8723927407864758, "tokens_seen": 594018304 }, { "epoch": 0.18, "learning_rate": 0.0008282647943831495, "loss": 1.6822, "theoretical_loss": 3.8723484137984903, "tokens_seen": 594083840 }, { "epoch": 0.18, "learning_rate": 0.0008282447342026078, "loss": 1.4928, "theoretical_loss": 3.872304093069141, "tokens_seen": 594149376 }, { "epoch": 0.18, "learning_rate": 0.0008282246740220663, "loss": 1.6281, "theoretical_loss": 3.8722597785968547, "tokens_seen": 594214912 }, { "epoch": 0.18, "learning_rate": 0.0008282046138415246, "loss": 1.6902, "theoretical_loss": 3.8722154703800573, "tokens_seen": 594280448 }, { "epoch": 0.18, "learning_rate": 0.000828184553660983, "loss": 1.5848, "theoretical_loss": 3.8721711684171765, "tokens_seen": 594345984 }, { "epoch": 0.18, "learning_rate": 0.0008281644934804413, "loss": 1.5481, "theoretical_loss": 3.87212687270664, "tokens_seen": 594411520 }, { "epoch": 0.18, "learning_rate": 0.0008281444332998997, "loss": 1.7675, "theoretical_loss": 3.8720825832468764, "tokens_seen": 594477056 }, { "epoch": 0.18, "learning_rate": 0.0008281243731193581, "loss": 1.6445, "theoretical_loss": 3.8720383000363148, "tokens_seen": 594542592 }, { "epoch": 0.18, "learning_rate": 0.0008281043129388165, "loss": 1.6253, "theoretical_loss": 3.871994023073384, "tokens_seen": 594608128 }, { "epoch": 0.18, "learning_rate": 0.0008280842527582748, "loss": 1.5153, "theoretical_loss": 3.8719497523565147, "tokens_seen": 594673664 }, { "epoch": 0.18, "learning_rate": 0.0008280641925777333, "loss": 1.6036, "theoretical_loss": 3.871905487884138, "tokens_seen": 594739200 }, { "epoch": 0.18, "learning_rate": 0.0008280441323971915, "loss": 1.7277, "theoretical_loss": 3.871861229654684, "tokens_seen": 594804736 }, { "epoch": 0.18, "learning_rate": 0.00082802407221665, "loss": 1.4775, "theoretical_loss": 3.871816977666586, "tokens_seen": 594870272 }, { "epoch": 0.18, "learning_rate": 0.0008280040120361084, "loss": 1.494, "theoretical_loss": 3.8717727319182744, "tokens_seen": 594935808 }, { "epoch": 0.18, "learning_rate": 0.0008279839518555667, "loss": 1.6224, "theoretical_loss": 3.8717284924081836, "tokens_seen": 595001344 }, { "epoch": 0.18, "learning_rate": 0.0008279638916750251, "loss": 1.5985, "theoretical_loss": 3.8716842591347476, "tokens_seen": 595066880 }, { "epoch": 0.18, "learning_rate": 0.0008279438314944834, "loss": 1.5947, "theoretical_loss": 3.8716400320963986, "tokens_seen": 595132416 }, { "epoch": 0.18, "learning_rate": 0.0008279237713139418, "loss": 1.6328, "theoretical_loss": 3.8715958112915727, "tokens_seen": 595197952 }, { "epoch": 0.18, "learning_rate": 0.0008279037111334003, "loss": 1.592, "theoretical_loss": 3.871551596718705, "tokens_seen": 595263488 }, { "epoch": 0.18, "learning_rate": 0.0008278836509528585, "loss": 1.7456, "theoretical_loss": 3.871507388376231, "tokens_seen": 595329024 }, { "epoch": 0.18, "learning_rate": 0.000827863590772317, "loss": 1.6105, "theoretical_loss": 3.8714631862625866, "tokens_seen": 595394560 }, { "epoch": 0.18, "learning_rate": 0.0008278435305917754, "loss": 1.5579, "theoretical_loss": 3.8714189903762093, "tokens_seen": 595460096 }, { "epoch": 0.18, "learning_rate": 0.0008278234704112337, "loss": 1.5667, "theoretical_loss": 3.8713748007155364, "tokens_seen": 595525632 }, { "epoch": 0.18, "learning_rate": 0.0008278034102306921, "loss": 1.5983, "theoretical_loss": 3.871330617279006, "tokens_seen": 595591168 }, { "epoch": 0.18, "learning_rate": 0.0008277833500501504, "loss": 1.6201, "theoretical_loss": 3.871286440065057, "tokens_seen": 595656704 }, { "epoch": 0.18, "learning_rate": 0.0008277632898696088, "loss": 1.6441, "theoretical_loss": 3.8712422690721278, "tokens_seen": 595722240 }, { "epoch": 0.18, "learning_rate": 0.0008277432296890673, "loss": 1.4712, "theoretical_loss": 3.8711981042986583, "tokens_seen": 595787776 }, { "epoch": 0.18, "learning_rate": 0.0008277231695085255, "loss": 1.7621, "theoretical_loss": 3.8711539457430897, "tokens_seen": 595853312 }, { "epoch": 0.18, "learning_rate": 0.000827703109327984, "loss": 1.599, "theoretical_loss": 3.8711097934038614, "tokens_seen": 595918848 }, { "epoch": 0.18, "learning_rate": 0.0008276830491474423, "loss": 1.5107, "theoretical_loss": 3.8710656472794156, "tokens_seen": 595984384 }, { "epoch": 0.18, "learning_rate": 0.0008276629889669007, "loss": 1.6662, "theoretical_loss": 3.8710215073681944, "tokens_seen": 596049920 }, { "epoch": 0.18, "learning_rate": 0.0008276429287863591, "loss": 1.5608, "theoretical_loss": 3.87097737366864, "tokens_seen": 596115456 }, { "epoch": 0.18, "learning_rate": 0.0008276228686058175, "loss": 1.7127, "theoretical_loss": 3.870933246179196, "tokens_seen": 596180992 }, { "epoch": 0.18, "learning_rate": 0.0008276028084252758, "loss": 1.5064, "theoretical_loss": 3.870889124898306, "tokens_seen": 596246528 }, { "epoch": 0.18, "learning_rate": 0.0008275827482447342, "loss": 1.579, "theoretical_loss": 3.8708450098244134, "tokens_seen": 596312064 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4931483566761017, "objective/train/docs_used": 222574, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4788110256195068, "objective/train/original_loss": 1.4788110256195068, "objective/train/theoretical_loss": 3.870800900955963, "objective/train/tokens_used": 616837600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2440672218799591, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505554676055908, "objective/train/weighted_lm_loss": 1.5536764860153198, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.870800900955963, "tokens_seen": 596377600 }, { "epoch": 0.18, "learning_rate": 0.0008275626880641925, "loss": 1.5266, "theoretical_loss": 3.870800900955963, "tokens_seen": 596377600 }, { "epoch": 0.18, "learning_rate": 0.000827542627883651, "loss": 1.5448, "theoretical_loss": 3.8707567982914015, "tokens_seen": 596443136 }, { "epoch": 0.18, "learning_rate": 0.0008275225677031093, "loss": 1.7643, "theoretical_loss": 3.8707127018291736, "tokens_seen": 596508672 }, { "epoch": 0.18, "learning_rate": 0.0008275025075225677, "loss": 1.7255, "theoretical_loss": 3.8706686115677265, "tokens_seen": 596574208 }, { "epoch": 0.18, "learning_rate": 0.0008274824473420261, "loss": 1.4608, "theoretical_loss": 3.8706245275055062, "tokens_seen": 596639744 }, { "epoch": 0.18, "learning_rate": 0.0008274623871614845, "loss": 1.6486, "theoretical_loss": 3.8705804496409613, "tokens_seen": 596705280 }, { "epoch": 0.18, "learning_rate": 0.0008274423269809428, "loss": 1.5271, "theoretical_loss": 3.87053637797254, "tokens_seen": 596770816 }, { "epoch": 0.18, "learning_rate": 0.0008274222668004012, "loss": 1.5131, "theoretical_loss": 3.8704923124986896, "tokens_seen": 596836352 }, { "epoch": 0.18, "learning_rate": 0.0008274022066198595, "loss": 1.6762, "theoretical_loss": 3.8704482532178606, "tokens_seen": 596901888 }, { "epoch": 0.18, "learning_rate": 0.000827382146439318, "loss": 1.6253, "theoretical_loss": 3.870404200128503, "tokens_seen": 596967424 }, { "epoch": 0.18, "learning_rate": 0.0008273620862587763, "loss": 1.7444, "theoretical_loss": 3.870360153229066, "tokens_seen": 597032960 }, { "epoch": 0.18, "learning_rate": 0.0008273420260782347, "loss": 1.6915, "theoretical_loss": 3.8703161125180015, "tokens_seen": 597098496 }, { "epoch": 0.18, "learning_rate": 0.0008273219658976931, "loss": 1.6255, "theoretical_loss": 3.8702720779937607, "tokens_seen": 597164032 }, { "epoch": 0.18, "learning_rate": 0.0008273019057171515, "loss": 1.6267, "theoretical_loss": 3.8702280496547954, "tokens_seen": 597229568 }, { "epoch": 0.18, "learning_rate": 0.0008272818455366099, "loss": 1.6136, "theoretical_loss": 3.870184027499559, "tokens_seen": 597295104 }, { "epoch": 0.18, "learning_rate": 0.0008272617853560682, "loss": 1.482, "theoretical_loss": 3.8701400115265034, "tokens_seen": 597360640 }, { "epoch": 0.18, "learning_rate": 0.0008272417251755267, "loss": 1.6012, "theoretical_loss": 3.8700960017340833, "tokens_seen": 597426176 }, { "epoch": 0.18, "learning_rate": 0.000827221664994985, "loss": 1.5897, "theoretical_loss": 3.870051998120753, "tokens_seen": 597491712 }, { "epoch": 0.18, "learning_rate": 0.0008272016048144434, "loss": 1.4931, "theoretical_loss": 3.8700080006849666, "tokens_seen": 597557248 }, { "epoch": 0.18, "learning_rate": 0.0008271815446339017, "loss": 1.6767, "theoretical_loss": 3.86996400942518, "tokens_seen": 597622784 }, { "epoch": 0.18, "learning_rate": 0.0008271614844533601, "loss": 1.6117, "theoretical_loss": 3.8699200243398493, "tokens_seen": 597688320 }, { "epoch": 0.18, "learning_rate": 0.0008271414242728185, "loss": 1.7407, "theoretical_loss": 3.8698760454274304, "tokens_seen": 597753856 }, { "epoch": 0.18, "learning_rate": 0.0008271213640922769, "loss": 1.6222, "theoretical_loss": 3.869832072686381, "tokens_seen": 597819392 }, { "epoch": 0.18, "learning_rate": 0.0008271013039117352, "loss": 1.6342, "theoretical_loss": 3.869788106115158, "tokens_seen": 597884928 }, { "epoch": 0.18, "learning_rate": 0.0008270812437311937, "loss": 1.7497, "theoretical_loss": 3.8697441457122204, "tokens_seen": 597950464 }, { "epoch": 0.18, "learning_rate": 0.0008270611835506519, "loss": 1.527, "theoretical_loss": 3.869700191476026, "tokens_seen": 598016000 }, { "epoch": 0.18, "learning_rate": 0.0008270411233701104, "loss": 1.6388, "theoretical_loss": 3.869656243405035, "tokens_seen": 598081536 }, { "epoch": 0.18, "learning_rate": 0.0008270210631895688, "loss": 1.6888, "theoretical_loss": 3.869612301497707, "tokens_seen": 598147072 }, { "epoch": 0.18, "learning_rate": 0.0008270010030090271, "loss": 1.6937, "theoretical_loss": 3.8695683657525013, "tokens_seen": 598212608 }, { "epoch": 0.18, "learning_rate": 0.0008269809428284855, "loss": 1.7128, "theoretical_loss": 3.8695244361678798, "tokens_seen": 598278144 }, { "epoch": 0.18, "learning_rate": 0.0008269608826479438, "loss": 1.5467, "theoretical_loss": 3.869480512742304, "tokens_seen": 598343680 }, { "epoch": 0.18, "learning_rate": 0.0008269408224674022, "loss": 1.6887, "theoretical_loss": 3.8694365954742356, "tokens_seen": 598409216 }, { "epoch": 0.18, "learning_rate": 0.0008269207622868607, "loss": 1.6296, "theoretical_loss": 3.8693926843621376, "tokens_seen": 598474752 }, { "epoch": 0.18, "learning_rate": 0.0008269007021063189, "loss": 1.6146, "theoretical_loss": 3.869348779404473, "tokens_seen": 598540288 }, { "epoch": 0.18, "learning_rate": 0.0008268806419257774, "loss": 1.5223, "theoretical_loss": 3.869304880599705, "tokens_seen": 598605824 }, { "epoch": 0.18, "learning_rate": 0.0008268605817452358, "loss": 1.65, "theoretical_loss": 3.8692609879462987, "tokens_seen": 598671360 }, { "epoch": 0.18, "learning_rate": 0.0008268405215646941, "loss": 1.635, "theoretical_loss": 3.8692171014427177, "tokens_seen": 598736896 }, { "epoch": 0.18, "learning_rate": 0.0008268204613841525, "loss": 1.5668, "theoretical_loss": 3.8691732210874283, "tokens_seen": 598802432 }, { "epoch": 0.18, "learning_rate": 0.0008268004012036108, "loss": 1.5304, "theoretical_loss": 3.8691293468788963, "tokens_seen": 598867968 }, { "epoch": 0.18, "learning_rate": 0.0008267803410230692, "loss": 1.5948, "theoretical_loss": 3.869085478815588, "tokens_seen": 598933504 }, { "epoch": 0.18, "learning_rate": 0.0008267602808425277, "loss": 1.6285, "theoretical_loss": 3.86904161689597, "tokens_seen": 598999040 }, { "epoch": 0.18, "learning_rate": 0.0008267402206619859, "loss": 1.6064, "theoretical_loss": 3.8689977611185107, "tokens_seen": 599064576 }, { "epoch": 0.18, "learning_rate": 0.0008267201604814444, "loss": 1.6543, "theoretical_loss": 3.868953911481678, "tokens_seen": 599130112 }, { "epoch": 0.18, "learning_rate": 0.0008267001003009027, "loss": 1.6609, "theoretical_loss": 3.86891006798394, "tokens_seen": 599195648 }, { "epoch": 0.18, "learning_rate": 0.0008266800401203611, "loss": 1.694, "theoretical_loss": 3.868866230623766, "tokens_seen": 599261184 }, { "epoch": 0.18, "learning_rate": 0.0008266599799398195, "loss": 1.7556, "theoretical_loss": 3.868822399399626, "tokens_seen": 599326720 }, { "epoch": 0.18, "learning_rate": 0.0008266399197592779, "loss": 1.5449, "theoretical_loss": 3.8687785743099896, "tokens_seen": 599392256 }, { "epoch": 0.18, "learning_rate": 0.0008266198595787362, "loss": 1.5468, "theoretical_loss": 3.868734755353329, "tokens_seen": 599457792 }, { "epoch": 0.18, "learning_rate": 0.0008265997993981946, "loss": 1.5997, "theoretical_loss": 3.8686909425281146, "tokens_seen": 599523328 }, { "epoch": 0.18, "learning_rate": 0.0008265797392176529, "loss": 1.55, "theoretical_loss": 3.8686471358328185, "tokens_seen": 599588864 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.4909364879131317, "objective/train/docs_used": 223680, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6145431995391846, "objective/train/original_loss": 1.6145431995391846, "objective/train/theoretical_loss": 3.868603335265913, "objective/train/tokens_used": 620114400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24157437682151794, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503215789794922, "objective/train/weighted_lm_loss": 1.695879578590393, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.868603335265913, "tokens_seen": 599654400 }, { "epoch": 0.18, "learning_rate": 0.0008265596790371114, "loss": 1.594, "theoretical_loss": 3.868603335265913, "tokens_seen": 599654400 }, { "epoch": 0.18, "learning_rate": 0.0008265396188565697, "loss": 1.6526, "theoretical_loss": 3.8685595408258724, "tokens_seen": 599719936 }, { "epoch": 0.18, "learning_rate": 0.0008265195586760281, "loss": 1.6839, "theoretical_loss": 3.8685157525111684, "tokens_seen": 599785472 }, { "epoch": 0.18, "learning_rate": 0.0008264994984954865, "loss": 1.5806, "theoretical_loss": 3.868471970320276, "tokens_seen": 599851008 }, { "epoch": 0.18, "learning_rate": 0.0008264794383149449, "loss": 1.6813, "theoretical_loss": 3.86842819425167, "tokens_seen": 599916544 }, { "epoch": 0.18, "learning_rate": 0.0008264593781344032, "loss": 1.6634, "theoretical_loss": 3.8683844243038257, "tokens_seen": 599982080 }, { "epoch": 0.18, "learning_rate": 0.0008264393179538616, "loss": 1.5757, "theoretical_loss": 3.8683406604752184, "tokens_seen": 600047616 }, { "epoch": 0.18, "learning_rate": 0.0008264192577733199, "loss": 1.5867, "theoretical_loss": 3.8682969027643246, "tokens_seen": 600113152 }, { "epoch": 0.18, "learning_rate": 0.0008263991975927784, "loss": 1.6753, "theoretical_loss": 3.8682531511696214, "tokens_seen": 600178688 }, { "epoch": 0.18, "learning_rate": 0.0008263791374122367, "loss": 1.5887, "theoretical_loss": 3.868209405689586, "tokens_seen": 600244224 }, { "epoch": 0.18, "learning_rate": 0.0008263590772316951, "loss": 1.7754, "theoretical_loss": 3.868165666322696, "tokens_seen": 600309760 }, { "epoch": 0.18, "learning_rate": 0.0008263390170511534, "loss": 1.6739, "theoretical_loss": 3.868121933067431, "tokens_seen": 600375296 }, { "epoch": 0.18, "learning_rate": 0.0008263189568706119, "loss": 1.589, "theoretical_loss": 3.8680782059222687, "tokens_seen": 600440832 }, { "epoch": 0.18, "learning_rate": 0.0008262988966900702, "loss": 1.6292, "theoretical_loss": 3.8680344848856896, "tokens_seen": 600506368 }, { "epoch": 0.18, "learning_rate": 0.0008262788365095286, "loss": 1.6832, "theoretical_loss": 3.8679907699561733, "tokens_seen": 600571904 }, { "epoch": 0.18, "learning_rate": 0.000826258776328987, "loss": 1.6069, "theoretical_loss": 3.8679470611322007, "tokens_seen": 600637440 }, { "epoch": 0.18, "learning_rate": 0.0008262387161484454, "loss": 1.6778, "theoretical_loss": 3.8679033584122533, "tokens_seen": 600702976 }, { "epoch": 0.18, "learning_rate": 0.0008262186559679037, "loss": 1.5571, "theoretical_loss": 3.867859661794812, "tokens_seen": 600768512 }, { "epoch": 0.18, "learning_rate": 0.0008261985957873621, "loss": 1.7327, "theoretical_loss": 3.86781597127836, "tokens_seen": 600834048 }, { "epoch": 0.18, "learning_rate": 0.0008261785356068204, "loss": 1.6719, "theoretical_loss": 3.8677722868613804, "tokens_seen": 600899584 }, { "epoch": 0.18, "learning_rate": 0.0008261584754262789, "loss": 1.7021, "theoretical_loss": 3.867728608542355, "tokens_seen": 600965120 }, { "epoch": 0.18, "learning_rate": 0.0008261384152457372, "loss": 1.5693, "theoretical_loss": 3.867684936319769, "tokens_seen": 601030656 }, { "epoch": 0.18, "learning_rate": 0.0008261183550651956, "loss": 1.6478, "theoretical_loss": 3.867641270192107, "tokens_seen": 601096192 }, { "epoch": 0.18, "learning_rate": 0.000826098294884654, "loss": 1.6648, "theoretical_loss": 3.867597610157853, "tokens_seen": 601161728 }, { "epoch": 0.18, "learning_rate": 0.0008260782347041123, "loss": 1.6999, "theoretical_loss": 3.8675539562154935, "tokens_seen": 601227264 }, { "epoch": 0.18, "learning_rate": 0.0008260581745235707, "loss": 1.6054, "theoretical_loss": 3.8675103083635145, "tokens_seen": 601292800 }, { "epoch": 0.18, "learning_rate": 0.0008260381143430292, "loss": 1.6909, "theoretical_loss": 3.867466666600402, "tokens_seen": 601358336 }, { "epoch": 0.18, "learning_rate": 0.0008260180541624874, "loss": 1.7423, "theoretical_loss": 3.867423030924644, "tokens_seen": 601423872 }, { "epoch": 0.18, "learning_rate": 0.0008259979939819459, "loss": 1.6517, "theoretical_loss": 3.8673794013347274, "tokens_seen": 601489408 }, { "epoch": 0.18, "learning_rate": 0.0008259779338014041, "loss": 1.5173, "theoretical_loss": 3.8673357778291404, "tokens_seen": 601554944 }, { "epoch": 0.18, "learning_rate": 0.0008259578736208626, "loss": 1.594, "theoretical_loss": 3.867292160406373, "tokens_seen": 601620480 }, { "epoch": 0.18, "learning_rate": 0.000825937813440321, "loss": 1.5296, "theoretical_loss": 3.8672485490649136, "tokens_seen": 601686016 }, { "epoch": 0.18, "learning_rate": 0.0008259177532597793, "loss": 1.6407, "theoretical_loss": 3.8672049438032525, "tokens_seen": 601751552 }, { "epoch": 0.18, "learning_rate": 0.0008258976930792377, "loss": 1.515, "theoretical_loss": 3.8671613446198796, "tokens_seen": 601817088 }, { "epoch": 0.18, "learning_rate": 0.0008258776328986962, "loss": 1.694, "theoretical_loss": 3.8671177515132857, "tokens_seen": 601882624 }, { "epoch": 0.18, "learning_rate": 0.0008258575727181544, "loss": 1.7133, "theoretical_loss": 3.8670741644819637, "tokens_seen": 601948160 }, { "epoch": 0.18, "learning_rate": 0.0008258375125376129, "loss": 1.5727, "theoretical_loss": 3.867030583524404, "tokens_seen": 602013696 }, { "epoch": 0.18, "learning_rate": 0.0008258174523570712, "loss": 1.6105, "theoretical_loss": 3.8669870086391, "tokens_seen": 602079232 }, { "epoch": 0.18, "learning_rate": 0.0008257973921765296, "loss": 1.6828, "theoretical_loss": 3.866943439824545, "tokens_seen": 602144768 }, { "epoch": 0.18, "learning_rate": 0.0008257773319959881, "loss": 1.4657, "theoretical_loss": 3.866899877079232, "tokens_seen": 602210304 }, { "epoch": 0.18, "learning_rate": 0.0008257572718154463, "loss": 1.6577, "theoretical_loss": 3.8668563204016557, "tokens_seen": 602275840 }, { "epoch": 0.18, "learning_rate": 0.0008257372116349048, "loss": 1.5897, "theoretical_loss": 3.86681276979031, "tokens_seen": 602341376 }, { "epoch": 0.18, "learning_rate": 0.0008257171514543631, "loss": 1.6591, "theoretical_loss": 3.8667692252436914, "tokens_seen": 602406912 }, { "epoch": 0.18, "learning_rate": 0.0008256970912738215, "loss": 1.7114, "theoretical_loss": 3.866725686760295, "tokens_seen": 602472448 }, { "epoch": 0.18, "learning_rate": 0.0008256770310932799, "loss": 1.5512, "theoretical_loss": 3.8666821543386174, "tokens_seen": 602537984 }, { "epoch": 0.18, "learning_rate": 0.0008256569709127383, "loss": 1.579, "theoretical_loss": 3.8666386279771547, "tokens_seen": 602603520 }, { "epoch": 0.18, "learning_rate": 0.0008256369107321966, "loss": 1.6909, "theoretical_loss": 3.8665951076744056, "tokens_seen": 602669056 }, { "epoch": 0.18, "learning_rate": 0.000825616850551655, "loss": 1.5716, "theoretical_loss": 3.8665515934288672, "tokens_seen": 602734592 }, { "epoch": 0.18, "learning_rate": 0.0008255967903711133, "loss": 1.5794, "theoretical_loss": 3.8665080852390377, "tokens_seen": 602800128 }, { "epoch": 0.18, "learning_rate": 0.0008255767301905718, "loss": 1.6037, "theoretical_loss": 3.866464583103417, "tokens_seen": 602865664 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.49399736523628235, "objective/train/docs_used": 224736, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.500554084777832, "objective/train/original_loss": 1.5005537271499634, "objective/train/theoretical_loss": 3.866421087020504, "objective/train/tokens_used": 623391200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24457556009292603, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506432056427002, "objective/train/weighted_lm_loss": 1.5765460729599, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.866421087020504, "tokens_seen": 602931200 }, { "epoch": 0.18, "learning_rate": 0.0008255566700100301, "loss": 1.5648, "theoretical_loss": 3.866421087020504, "tokens_seen": 602931200 }, { "epoch": 0.18, "learning_rate": 0.0008255366098294885, "loss": 1.619, "theoretical_loss": 3.866377596988799, "tokens_seen": 602996736 }, { "epoch": 0.18, "learning_rate": 0.0008255165496489469, "loss": 1.5137, "theoretical_loss": 3.8663341130068023, "tokens_seen": 603062272 }, { "epoch": 0.18, "learning_rate": 0.0008254964894684053, "loss": 1.5574, "theoretical_loss": 3.8662906350730157, "tokens_seen": 603127808 }, { "epoch": 0.18, "learning_rate": 0.0008254764292878636, "loss": 1.4186, "theoretical_loss": 3.8662471631859407, "tokens_seen": 603193344 }, { "epoch": 0.18, "learning_rate": 0.000825456369107322, "loss": 1.701, "theoretical_loss": 3.8662036973440794, "tokens_seen": 603258880 }, { "epoch": 0.18, "learning_rate": 0.0008254363089267803, "loss": 1.6054, "theoretical_loss": 3.866160237545934, "tokens_seen": 603324416 }, { "epoch": 0.18, "learning_rate": 0.0008254162487462388, "loss": 1.6217, "theoretical_loss": 3.866116783790009, "tokens_seen": 603389952 }, { "epoch": 0.18, "learning_rate": 0.0008253961885656971, "loss": 1.612, "theoretical_loss": 3.866073336074807, "tokens_seen": 603455488 }, { "epoch": 0.18, "learning_rate": 0.0008253761283851555, "loss": 1.5529, "theoretical_loss": 3.8660298943988334, "tokens_seen": 603521024 }, { "epoch": 0.18, "learning_rate": 0.0008253560682046138, "loss": 1.5292, "theoretical_loss": 3.8659864587605917, "tokens_seen": 603586560 }, { "epoch": 0.18, "learning_rate": 0.0008253360080240723, "loss": 1.6586, "theoretical_loss": 3.865943029158589, "tokens_seen": 603652096 }, { "epoch": 0.18, "learning_rate": 0.0008253159478435306, "loss": 1.5184, "theoretical_loss": 3.8658996055913297, "tokens_seen": 603717632 }, { "epoch": 0.18, "learning_rate": 0.000825295887662989, "loss": 1.6554, "theoretical_loss": 3.8658561880573217, "tokens_seen": 603783168 }, { "epoch": 0.18, "learning_rate": 0.0008252758274824474, "loss": 1.6835, "theoretical_loss": 3.865812776555071, "tokens_seen": 603848704 }, { "epoch": 0.18, "learning_rate": 0.0008252557673019058, "loss": 1.6259, "theoretical_loss": 3.8657693710830863, "tokens_seen": 603914240 }, { "epoch": 0.18, "learning_rate": 0.0008252357071213641, "loss": 1.6972, "theoretical_loss": 3.8657259716398737, "tokens_seen": 603979776 }, { "epoch": 0.18, "learning_rate": 0.0008252156469408225, "loss": 1.5604, "theoretical_loss": 3.865682578223944, "tokens_seen": 604045312 }, { "epoch": 0.18, "learning_rate": 0.0008251955867602808, "loss": 1.6027, "theoretical_loss": 3.8656391908338046, "tokens_seen": 604110848 }, { "epoch": 0.18, "learning_rate": 0.0008251755265797393, "loss": 1.6397, "theoretical_loss": 3.8655958094679663, "tokens_seen": 604176384 }, { "epoch": 0.18, "learning_rate": 0.0008251554663991976, "loss": 1.5769, "theoretical_loss": 3.8655524341249388, "tokens_seen": 604241920 }, { "epoch": 0.18, "learning_rate": 0.000825135406218656, "loss": 1.5215, "theoretical_loss": 3.8655090648032333, "tokens_seen": 604307456 }, { "epoch": 0.18, "learning_rate": 0.0008251153460381144, "loss": 1.7109, "theoretical_loss": 3.8654657015013605, "tokens_seen": 604372992 }, { "epoch": 0.18, "learning_rate": 0.0008250952858575727, "loss": 1.7039, "theoretical_loss": 3.8654223442178317, "tokens_seen": 604438528 }, { "epoch": 0.18, "learning_rate": 0.0008250752256770311, "loss": 1.6434, "theoretical_loss": 3.865378992951161, "tokens_seen": 604504064 }, { "epoch": 0.18, "learning_rate": 0.0008250551654964896, "loss": 1.6853, "theoretical_loss": 3.865335647699859, "tokens_seen": 604569600 }, { "epoch": 0.18, "learning_rate": 0.0008250351053159478, "loss": 1.6419, "theoretical_loss": 3.8652923084624415, "tokens_seen": 604635136 }, { "epoch": 0.18, "learning_rate": 0.0008250150451354063, "loss": 1.577, "theoretical_loss": 3.86524897523742, "tokens_seen": 604700672 }, { "epoch": 0.18, "learning_rate": 0.0008249949849548645, "loss": 1.5877, "theoretical_loss": 3.865205648023311, "tokens_seen": 604766208 }, { "epoch": 0.18, "learning_rate": 0.000824974924774323, "loss": 1.6295, "theoretical_loss": 3.865162326818628, "tokens_seen": 604831744 }, { "epoch": 0.18, "learning_rate": 0.0008249548645937814, "loss": 1.6224, "theoretical_loss": 3.865119011621887, "tokens_seen": 604897280 }, { "epoch": 0.18, "learning_rate": 0.0008249348044132397, "loss": 1.588, "theoretical_loss": 3.8650757024316045, "tokens_seen": 604962816 }, { "epoch": 0.18, "learning_rate": 0.0008249147442326981, "loss": 1.6898, "theoretical_loss": 3.8650323992462963, "tokens_seen": 605028352 }, { "epoch": 0.18, "learning_rate": 0.0008248946840521566, "loss": 1.4756, "theoretical_loss": 3.8649891020644795, "tokens_seen": 605093888 }, { "epoch": 0.18, "learning_rate": 0.0008248746238716148, "loss": 1.6003, "theoretical_loss": 3.8649458108846724, "tokens_seen": 605159424 }, { "epoch": 0.18, "learning_rate": 0.0008248545636910733, "loss": 1.7556, "theoretical_loss": 3.864902525705393, "tokens_seen": 605224960 }, { "epoch": 0.18, "learning_rate": 0.0008248345035105315, "loss": 1.6128, "theoretical_loss": 3.8648592465251586, "tokens_seen": 605290496 }, { "epoch": 0.18, "learning_rate": 0.00082481444332999, "loss": 1.6823, "theoretical_loss": 3.8648159733424903, "tokens_seen": 605356032 }, { "epoch": 0.18, "learning_rate": 0.0008247943831494484, "loss": 1.6702, "theoretical_loss": 3.8647727061559065, "tokens_seen": 605421568 }, { "epoch": 0.18, "learning_rate": 0.0008247743229689067, "loss": 1.586, "theoretical_loss": 3.8647294449639276, "tokens_seen": 605487104 }, { "epoch": 0.18, "learning_rate": 0.0008247542627883651, "loss": 1.5767, "theoretical_loss": 3.864686189765075, "tokens_seen": 605552640 }, { "epoch": 0.18, "learning_rate": 0.0008247342026078235, "loss": 1.7416, "theoretical_loss": 3.8646429405578697, "tokens_seen": 605618176 }, { "epoch": 0.18, "learning_rate": 0.0008247141424272818, "loss": 1.6241, "theoretical_loss": 3.864599697340833, "tokens_seen": 605683712 }, { "epoch": 0.18, "learning_rate": 0.0008246940822467403, "loss": 1.5612, "theoretical_loss": 3.864556460112488, "tokens_seen": 605749248 }, { "epoch": 0.18, "learning_rate": 0.0008246740220661985, "loss": 1.6083, "theoretical_loss": 3.864513228871357, "tokens_seen": 605814784 }, { "epoch": 0.18, "learning_rate": 0.000824653961885657, "loss": 1.6448, "theoretical_loss": 3.8644700036159634, "tokens_seen": 605880320 }, { "epoch": 0.18, "learning_rate": 0.0008246339017051153, "loss": 1.5935, "theoretical_loss": 3.8644267843448317, "tokens_seen": 605945856 }, { "epoch": 0.18, "learning_rate": 0.0008246138415245737, "loss": 1.5513, "theoretical_loss": 3.8643835710564858, "tokens_seen": 606011392 }, { "epoch": 0.18, "learning_rate": 0.0008245937813440321, "loss": 1.6612, "theoretical_loss": 3.8643403637494504, "tokens_seen": 606076928 }, { "epoch": 0.18, "learning_rate": 0.0008245737211634905, "loss": 1.5263, "theoretical_loss": 3.8642971624222513, "tokens_seen": 606142464 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.49447712302207947, "objective/train/docs_used": 225863, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5234355926513672, "objective/train/original_loss": 1.5234355926513672, "objective/train/theoretical_loss": 3.8642539670734144, "objective/train/tokens_used": 626668000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446836531162262, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506914854049683, "objective/train/weighted_lm_loss": 1.6006100177764893, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0293704271316528, "theoretical_loss": 3.8642539670734144, "tokens_seen": 606208000 }, { "epoch": 0.18, "learning_rate": 0.0008245536609829488, "loss": 1.5679, "theoretical_loss": 3.8642539670734144, "tokens_seen": 606208000 }, { "epoch": 0.18, "learning_rate": 0.0008245336008024073, "loss": 1.6517, "theoretical_loss": 3.8642107777014667, "tokens_seen": 606273536 }, { "epoch": 0.18, "learning_rate": 0.0008245135406218656, "loss": 1.6136, "theoretical_loss": 3.8641675943049343, "tokens_seen": 606339072 }, { "epoch": 0.18, "learning_rate": 0.000824493480441324, "loss": 1.6884, "theoretical_loss": 3.8641244168823454, "tokens_seen": 606404608 }, { "epoch": 0.18, "learning_rate": 0.0008244734202607823, "loss": 1.633, "theoretical_loss": 3.8640812454322284, "tokens_seen": 606470144 }, { "epoch": 0.18, "learning_rate": 0.0008244533600802407, "loss": 1.6995, "theoretical_loss": 3.864038079953111, "tokens_seen": 606535680 }, { "epoch": 0.18, "learning_rate": 0.0008244332998996991, "loss": 1.6062, "theoretical_loss": 3.863994920443523, "tokens_seen": 606601216 }, { "epoch": 0.18, "learning_rate": 0.0008244132397191575, "loss": 1.6901, "theoretical_loss": 3.8639517669019945, "tokens_seen": 606666752 }, { "epoch": 0.18, "learning_rate": 0.0008243931795386158, "loss": 1.5642, "theoretical_loss": 3.863908619327054, "tokens_seen": 606732288 }, { "epoch": 0.18, "learning_rate": 0.0008243731193580742, "loss": 1.6432, "theoretical_loss": 3.863865477717234, "tokens_seen": 606797824 }, { "epoch": 0.18, "learning_rate": 0.0008243530591775326, "loss": 1.6101, "theoretical_loss": 3.8638223420710647, "tokens_seen": 606863360 }, { "epoch": 0.18, "learning_rate": 0.000824332998996991, "loss": 1.5649, "theoretical_loss": 3.8637792123870778, "tokens_seen": 606928896 }, { "epoch": 0.18, "learning_rate": 0.0008243129388164494, "loss": 1.4683, "theoretical_loss": 3.863736088663806, "tokens_seen": 606994432 }, { "epoch": 0.18, "learning_rate": 0.0008242928786359078, "loss": 1.6181, "theoretical_loss": 3.8636929708997814, "tokens_seen": 607059968 }, { "epoch": 0.18, "learning_rate": 0.0008242728184553662, "loss": 1.6326, "theoretical_loss": 3.863649859093538, "tokens_seen": 607125504 }, { "epoch": 0.18, "learning_rate": 0.0008242527582748245, "loss": 1.5195, "theoretical_loss": 3.8636067532436105, "tokens_seen": 607191040 }, { "epoch": 0.18, "learning_rate": 0.000824232698094283, "loss": 1.5985, "theoretical_loss": 3.863563653348531, "tokens_seen": 607256576 }, { "epoch": 0.18, "learning_rate": 0.0008242126379137412, "loss": 1.6593, "theoretical_loss": 3.8635205594068354, "tokens_seen": 607322112 }, { "epoch": 0.18, "learning_rate": 0.0008241925777331997, "loss": 1.564, "theoretical_loss": 3.863477471417059, "tokens_seen": 607387648 }, { "epoch": 0.18, "learning_rate": 0.000824172517552658, "loss": 1.5371, "theoretical_loss": 3.8634343893777383, "tokens_seen": 607453184 }, { "epoch": 0.18, "learning_rate": 0.0008241524573721164, "loss": 1.6972, "theoretical_loss": 3.8633913132874094, "tokens_seen": 607518720 }, { "epoch": 0.18, "learning_rate": 0.0008241323971915748, "loss": 1.6091, "theoretical_loss": 3.8633482431446082, "tokens_seen": 607584256 }, { "epoch": 0.18, "learning_rate": 0.0008241123370110331, "loss": 1.7134, "theoretical_loss": 3.8633051789478734, "tokens_seen": 607649792 }, { "epoch": 0.18, "learning_rate": 0.0008240922768304915, "loss": 1.6356, "theoretical_loss": 3.8632621206957425, "tokens_seen": 607715328 }, { "epoch": 0.18, "learning_rate": 0.00082407221664995, "loss": 1.7405, "theoretical_loss": 3.863219068386754, "tokens_seen": 607780864 }, { "epoch": 0.18, "learning_rate": 0.0008240521564694082, "loss": 1.6688, "theoretical_loss": 3.863176022019447, "tokens_seen": 607846400 }, { "epoch": 0.18, "learning_rate": 0.0008240320962888667, "loss": 1.6639, "theoretical_loss": 3.8631329815923605, "tokens_seen": 607911936 }, { "epoch": 0.18, "learning_rate": 0.0008240120361083249, "loss": 1.5745, "theoretical_loss": 3.8630899471040347, "tokens_seen": 607977472 }, { "epoch": 0.18, "learning_rate": 0.0008239919759277834, "loss": 1.6226, "theoretical_loss": 3.863046918553011, "tokens_seen": 608043008 }, { "epoch": 0.18, "learning_rate": 0.0008239719157472418, "loss": 1.483, "theoretical_loss": 3.8630038959378292, "tokens_seen": 608108544 }, { "epoch": 0.18, "learning_rate": 0.0008239518555667001, "loss": 1.6049, "theoretical_loss": 3.862960879257032, "tokens_seen": 608174080 }, { "epoch": 0.18, "learning_rate": 0.0008239317953861585, "loss": 1.5995, "theoretical_loss": 3.86291786850916, "tokens_seen": 608239616 }, { "epoch": 0.18, "learning_rate": 0.000823911735205617, "loss": 1.7919, "theoretical_loss": 3.862874863692758, "tokens_seen": 608305152 }, { "epoch": 0.18, "learning_rate": 0.0008238916750250752, "loss": 1.629, "theoretical_loss": 3.862831864806367, "tokens_seen": 608370688 }, { "epoch": 0.18, "learning_rate": 0.0008238716148445337, "loss": 1.6048, "theoretical_loss": 3.8627888718485313, "tokens_seen": 608436224 }, { "epoch": 0.18, "learning_rate": 0.0008238515546639919, "loss": 1.4945, "theoretical_loss": 3.862745884817796, "tokens_seen": 608501760 }, { "epoch": 0.18, "learning_rate": 0.0008238314944834504, "loss": 1.7123, "theoretical_loss": 3.8627029037127043, "tokens_seen": 608567296 }, { "epoch": 0.18, "learning_rate": 0.0008238114343029088, "loss": 1.5196, "theoretical_loss": 3.862659928531802, "tokens_seen": 608632832 }, { "epoch": 0.18, "learning_rate": 0.0008237913741223671, "loss": 1.6041, "theoretical_loss": 3.862616959273635, "tokens_seen": 608698368 }, { "epoch": 0.18, "learning_rate": 0.0008237713139418255, "loss": 1.5851, "theoretical_loss": 3.8625739959367493, "tokens_seen": 608763904 }, { "epoch": 0.18, "learning_rate": 0.0008237512537612839, "loss": 1.6814, "theoretical_loss": 3.862531038519692, "tokens_seen": 608829440 }, { "epoch": 0.18, "learning_rate": 0.0008237311935807422, "loss": 1.5637, "theoretical_loss": 3.8624880870210094, "tokens_seen": 608894976 }, { "epoch": 0.18, "learning_rate": 0.0008237111334002007, "loss": 1.5645, "theoretical_loss": 3.8624451414392498, "tokens_seen": 608960512 }, { "epoch": 0.18, "learning_rate": 0.0008236910732196589, "loss": 1.6494, "theoretical_loss": 3.8624022017729622, "tokens_seen": 609026048 }, { "epoch": 0.18, "learning_rate": 0.0008236710130391174, "loss": 1.6423, "theoretical_loss": 3.862359268020694, "tokens_seen": 609091584 }, { "epoch": 0.18, "learning_rate": 0.0008236509528585757, "loss": 1.5312, "theoretical_loss": 3.8623163401809952, "tokens_seen": 609157120 }, { "epoch": 0.18, "learning_rate": 0.0008236308926780341, "loss": 1.4567, "theoretical_loss": 3.8622734182524154, "tokens_seen": 609222656 }, { "epoch": 0.18, "learning_rate": 0.0008236108324974925, "loss": 1.6388, "theoretical_loss": 3.862230502233505, "tokens_seen": 609288192 }, { "epoch": 0.18, "learning_rate": 0.0008235907723169509, "loss": 1.5897, "theoretical_loss": 3.8621875921228153, "tokens_seen": 609353728 }, { "epoch": 0.18, "learning_rate": 0.0008235707121364092, "loss": 1.6345, "theoretical_loss": 3.8621446879188963, "tokens_seen": 609419264 }, { "epoch": 0.18, "objective/train/advantage_avg": 0.49629247188568115, "objective/train/docs_used": 227108, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4768539667129517, "objective/train/original_loss": 1.4768540859222412, "objective/train/theoretical_loss": 3.8621017896203007, "objective/train/tokens_used": 629944800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24641580879688263, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05088210105896, "objective/train/weighted_lm_loss": 1.5519256591796875, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.8621017896203007, "tokens_seen": 609484800 }, { "epoch": 0.18, "learning_rate": 0.0008235506519558677, "loss": 1.5544, "theoretical_loss": 3.8621017896203007, "tokens_seen": 609484800 }, { "epoch": 0.18, "learning_rate": 0.000823530591775326, "loss": 1.6336, "theoretical_loss": 3.862058897225581, "tokens_seen": 609550336 }, { "epoch": 0.18, "learning_rate": 0.0008235105315947844, "loss": 1.5458, "theoretical_loss": 3.8620160107332904, "tokens_seen": 609615872 }, { "epoch": 0.18, "learning_rate": 0.0008234904714142427, "loss": 1.5553, "theoretical_loss": 3.861973130141981, "tokens_seen": 609681408 }, { "epoch": 0.18, "learning_rate": 0.0008234704112337011, "loss": 1.5939, "theoretical_loss": 3.8619302554502077, "tokens_seen": 609746944 }, { "epoch": 0.18, "learning_rate": 0.0008234503510531595, "loss": 1.6292, "theoretical_loss": 3.861887386656524, "tokens_seen": 609812480 }, { "epoch": 0.18, "learning_rate": 0.0008234302908726179, "loss": 1.4184, "theoretical_loss": 3.861844523759486, "tokens_seen": 609878016 }, { "epoch": 0.18, "learning_rate": 0.0008234102306920762, "loss": 1.6175, "theoretical_loss": 3.861801666757648, "tokens_seen": 609943552 }, { "epoch": 0.18, "learning_rate": 0.0008233901705115346, "loss": 1.6142, "theoretical_loss": 3.8617588156495666, "tokens_seen": 610009088 }, { "epoch": 0.18, "learning_rate": 0.000823370110330993, "loss": 1.7761, "theoretical_loss": 3.8617159704337984, "tokens_seen": 610074624 }, { "epoch": 0.18, "learning_rate": 0.0008233500501504514, "loss": 1.5401, "theoretical_loss": 3.8616731311088994, "tokens_seen": 610140160 }, { "epoch": 0.18, "learning_rate": 0.0008233299899699097, "loss": 1.5921, "theoretical_loss": 3.8616302976734276, "tokens_seen": 610205696 }, { "epoch": 0.18, "learning_rate": 0.0008233099297893682, "loss": 1.7097, "theoretical_loss": 3.861587470125941, "tokens_seen": 610271232 }, { "epoch": 0.18, "learning_rate": 0.0008232898696088264, "loss": 1.5588, "theoretical_loss": 3.8615446484649976, "tokens_seen": 610336768 }, { "epoch": 0.18, "learning_rate": 0.0008232698094282849, "loss": 1.6388, "theoretical_loss": 3.861501832689157, "tokens_seen": 610402304 }, { "epoch": 0.18, "learning_rate": 0.0008232497492477432, "loss": 1.5997, "theoretical_loss": 3.861459022796978, "tokens_seen": 610467840 }, { "epoch": 0.19, "learning_rate": 0.0008232296890672016, "loss": 1.6778, "theoretical_loss": 3.8614162187870216, "tokens_seen": 610533376 }, { "epoch": 0.19, "learning_rate": 0.00082320962888666, "loss": 1.4831, "theoretical_loss": 3.861373420657847, "tokens_seen": 610598912 }, { "epoch": 0.19, "learning_rate": 0.0008231895687061184, "loss": 1.7374, "theoretical_loss": 3.861330628408016, "tokens_seen": 610664448 }, { "epoch": 0.19, "learning_rate": 0.0008231695085255767, "loss": 1.6045, "theoretical_loss": 3.8612878420360905, "tokens_seen": 610729984 }, { "epoch": 0.19, "learning_rate": 0.0008231494483450352, "loss": 1.602, "theoretical_loss": 3.861245061540631, "tokens_seen": 610795520 }, { "epoch": 0.19, "learning_rate": 0.0008231293881644934, "loss": 1.6448, "theoretical_loss": 3.861202286920202, "tokens_seen": 610861056 }, { "epoch": 0.19, "learning_rate": 0.0008231093279839519, "loss": 1.6841, "theoretical_loss": 3.8611595181733644, "tokens_seen": 610926592 }, { "epoch": 0.19, "learning_rate": 0.0008230892678034102, "loss": 1.5038, "theoretical_loss": 3.861116755298683, "tokens_seen": 610992128 }, { "epoch": 0.19, "learning_rate": 0.0008230692076228686, "loss": 1.5688, "theoretical_loss": 3.8610739982947218, "tokens_seen": 611057664 }, { "epoch": 0.19, "learning_rate": 0.000823049147442327, "loss": 1.5498, "theoretical_loss": 3.861031247160045, "tokens_seen": 611123200 }, { "epoch": 0.19, "learning_rate": 0.0008230290872617853, "loss": 1.5346, "theoretical_loss": 3.8609885018932175, "tokens_seen": 611188736 }, { "epoch": 0.19, "learning_rate": 0.0008230090270812437, "loss": 1.5068, "theoretical_loss": 3.860945762492806, "tokens_seen": 611254272 }, { "epoch": 0.19, "learning_rate": 0.0008229889669007022, "loss": 1.5697, "theoretical_loss": 3.8609030289573747, "tokens_seen": 611319808 }, { "epoch": 0.19, "learning_rate": 0.0008229689067201604, "loss": 1.6114, "theoretical_loss": 3.8608603012854914, "tokens_seen": 611385344 }, { "epoch": 0.19, "learning_rate": 0.0008229488465396189, "loss": 1.6014, "theoretical_loss": 3.860817579475723, "tokens_seen": 611450880 }, { "epoch": 0.19, "learning_rate": 0.0008229287863590771, "loss": 1.6972, "theoretical_loss": 3.860774863526637, "tokens_seen": 611516416 }, { "epoch": 0.19, "learning_rate": 0.0008229087261785356, "loss": 1.6748, "theoretical_loss": 3.8607321534368007, "tokens_seen": 611581952 }, { "epoch": 0.19, "learning_rate": 0.000822888665997994, "loss": 1.6369, "theoretical_loss": 3.860689449204784, "tokens_seen": 611647488 }, { "epoch": 0.19, "learning_rate": 0.0008228686058174523, "loss": 1.5479, "theoretical_loss": 3.860646750829155, "tokens_seen": 611713024 }, { "epoch": 0.19, "learning_rate": 0.0008228485456369107, "loss": 1.4678, "theoretical_loss": 3.8606040583084833, "tokens_seen": 611778560 }, { "epoch": 0.19, "learning_rate": 0.0008228284854563692, "loss": 1.5103, "theoretical_loss": 3.8605613716413396, "tokens_seen": 611844096 }, { "epoch": 0.19, "learning_rate": 0.0008228084252758275, "loss": 1.5572, "theoretical_loss": 3.860518690826294, "tokens_seen": 611909632 }, { "epoch": 0.19, "learning_rate": 0.0008227883650952859, "loss": 1.7006, "theoretical_loss": 3.8604760158619174, "tokens_seen": 611975168 }, { "epoch": 0.19, "learning_rate": 0.0008227683049147443, "loss": 1.5919, "theoretical_loss": 3.860433346746782, "tokens_seen": 612040704 }, { "epoch": 0.19, "learning_rate": 0.0008227482447342026, "loss": 1.7025, "theoretical_loss": 3.860390683479459, "tokens_seen": 612106240 }, { "epoch": 0.19, "learning_rate": 0.0008227281845536611, "loss": 1.4717, "theoretical_loss": 3.860348026058522, "tokens_seen": 612171776 }, { "epoch": 0.19, "learning_rate": 0.0008227081243731193, "loss": 1.5342, "theoretical_loss": 3.8603053744825435, "tokens_seen": 612237312 }, { "epoch": 0.19, "learning_rate": 0.0008226880641925778, "loss": 1.5627, "theoretical_loss": 3.8602627287500972, "tokens_seen": 612302848 }, { "epoch": 0.19, "learning_rate": 0.0008226680040120361, "loss": 1.6263, "theoretical_loss": 3.860220088859757, "tokens_seen": 612368384 }, { "epoch": 0.19, "learning_rate": 0.0008226479438314945, "loss": 1.6842, "theoretical_loss": 3.8601774548100973, "tokens_seen": 612433920 }, { "epoch": 0.19, "learning_rate": 0.0008226278836509529, "loss": 1.3856, "theoretical_loss": 3.860134826599694, "tokens_seen": 612499456 }, { "epoch": 0.19, "learning_rate": 0.0008226078234704113, "loss": 1.5841, "theoretical_loss": 3.860092204227122, "tokens_seen": 612564992 }, { "epoch": 0.19, "learning_rate": 0.0008225877632898696, "loss": 1.5106, "theoretical_loss": 3.860049587690958, "tokens_seen": 612630528 }, { "epoch": 0.19, "learning_rate": 0.0008225677031093281, "loss": 1.6423, "theoretical_loss": 3.860006976989778, "tokens_seen": 612696064 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.4955649971961975, "objective/train/docs_used": 228263, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6900759935379028, "objective/train/original_loss": 1.6900761127471924, "objective/train/theoretical_loss": 3.8599643721221586, "objective/train/tokens_used": 633221600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24580927193164825, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508062839508057, "objective/train/weighted_lm_loss": 1.7758455276489258, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0281672477722168, "theoretical_loss": 3.8599643721221586, "tokens_seen": 612761600 }, { "epoch": 0.19, "learning_rate": 0.0008225476429287864, "loss": 1.6875, "theoretical_loss": 3.8599643721221586, "tokens_seen": 612761600 }, { "epoch": 0.19, "learning_rate": 0.0008225275827482448, "loss": 1.4918, "theoretical_loss": 3.859921773086679, "tokens_seen": 612827136 }, { "epoch": 0.19, "learning_rate": 0.0008225075225677031, "loss": 1.5538, "theoretical_loss": 3.8598791798819154, "tokens_seen": 612892672 }, { "epoch": 0.19, "learning_rate": 0.0008224874623871615, "loss": 1.4891, "theoretical_loss": 3.859836592506448, "tokens_seen": 612958208 }, { "epoch": 0.19, "learning_rate": 0.0008224674022066199, "loss": 1.5989, "theoretical_loss": 3.8597940109588547, "tokens_seen": 613023744 }, { "epoch": 0.19, "learning_rate": 0.0008224473420260783, "loss": 1.6383, "theoretical_loss": 3.859751435237716, "tokens_seen": 613089280 }, { "epoch": 0.19, "learning_rate": 0.0008224272818455366, "loss": 1.4104, "theoretical_loss": 3.859708865341611, "tokens_seen": 613154816 }, { "epoch": 0.19, "learning_rate": 0.000822407221664995, "loss": 1.6049, "theoretical_loss": 3.8596663012691206, "tokens_seen": 613220352 }, { "epoch": 0.19, "learning_rate": 0.0008223871614844534, "loss": 1.6655, "theoretical_loss": 3.859623743018827, "tokens_seen": 613285888 }, { "epoch": 0.19, "learning_rate": 0.0008223671013039118, "loss": 1.6336, "theoretical_loss": 3.85958119058931, "tokens_seen": 613351424 }, { "epoch": 0.19, "learning_rate": 0.0008223470411233701, "loss": 1.6416, "theoretical_loss": 3.8595386439791532, "tokens_seen": 613416960 }, { "epoch": 0.19, "learning_rate": 0.0008223269809428286, "loss": 1.5586, "theoretical_loss": 3.859496103186938, "tokens_seen": 613482496 }, { "epoch": 0.19, "learning_rate": 0.0008223069207622868, "loss": 1.6274, "theoretical_loss": 3.859453568211248, "tokens_seen": 613548032 }, { "epoch": 0.19, "learning_rate": 0.0008222868605817453, "loss": 1.6393, "theoretical_loss": 3.8594110390506664, "tokens_seen": 613613568 }, { "epoch": 0.19, "learning_rate": 0.0008222668004012036, "loss": 1.5215, "theoretical_loss": 3.859368515703778, "tokens_seen": 613679104 }, { "epoch": 0.19, "learning_rate": 0.000822246740220662, "loss": 1.4824, "theoretical_loss": 3.8593259981691665, "tokens_seen": 613744640 }, { "epoch": 0.19, "learning_rate": 0.0008222266800401204, "loss": 1.5944, "theoretical_loss": 3.8592834864454177, "tokens_seen": 613810176 }, { "epoch": 0.19, "learning_rate": 0.0008222066198595788, "loss": 1.5089, "theoretical_loss": 3.8592409805311165, "tokens_seen": 613875712 }, { "epoch": 0.19, "learning_rate": 0.0008221865596790371, "loss": 1.6413, "theoretical_loss": 3.859198480424849, "tokens_seen": 613941248 }, { "epoch": 0.19, "learning_rate": 0.0008221664994984956, "loss": 1.5523, "theoretical_loss": 3.859155986125202, "tokens_seen": 614006784 }, { "epoch": 0.19, "learning_rate": 0.0008221464393179538, "loss": 1.6317, "theoretical_loss": 3.859113497630762, "tokens_seen": 614072320 }, { "epoch": 0.19, "learning_rate": 0.0008221263791374123, "loss": 1.6131, "theoretical_loss": 3.8590710149401177, "tokens_seen": 614137856 }, { "epoch": 0.19, "learning_rate": 0.0008221063189568706, "loss": 1.4801, "theoretical_loss": 3.859028538051856, "tokens_seen": 614203392 }, { "epoch": 0.19, "learning_rate": 0.000822086258776329, "loss": 1.7205, "theoretical_loss": 3.8589860669645653, "tokens_seen": 614268928 }, { "epoch": 0.19, "learning_rate": 0.0008220661985957874, "loss": 1.6196, "theoretical_loss": 3.8589436016768355, "tokens_seen": 614334464 }, { "epoch": 0.19, "learning_rate": 0.0008220461384152457, "loss": 1.5722, "theoretical_loss": 3.858901142187256, "tokens_seen": 614400000 }, { "epoch": 0.19, "learning_rate": 0.0008220260782347041, "loss": 1.4802, "theoretical_loss": 3.858858688494416, "tokens_seen": 614465536 }, { "epoch": 0.19, "learning_rate": 0.0008220060180541626, "loss": 1.6181, "theoretical_loss": 3.8588162405969064, "tokens_seen": 614531072 }, { "epoch": 0.19, "learning_rate": 0.0008219859578736208, "loss": 1.473, "theoretical_loss": 3.8587737984933184, "tokens_seen": 614596608 }, { "epoch": 0.19, "learning_rate": 0.0008219658976930793, "loss": 1.6362, "theoretical_loss": 3.8587313621822434, "tokens_seen": 614662144 }, { "epoch": 0.19, "learning_rate": 0.0008219458375125375, "loss": 1.5643, "theoretical_loss": 3.8586889316622726, "tokens_seen": 614727680 }, { "epoch": 0.19, "learning_rate": 0.000821925777331996, "loss": 1.5142, "theoretical_loss": 3.8586465069319997, "tokens_seen": 614793216 }, { "epoch": 0.19, "learning_rate": 0.0008219057171514544, "loss": 1.4805, "theoretical_loss": 3.8586040879900168, "tokens_seen": 614858752 }, { "epoch": 0.19, "learning_rate": 0.0008218856569709127, "loss": 1.4964, "theoretical_loss": 3.8585616748349167, "tokens_seen": 614924288 }, { "epoch": 0.19, "learning_rate": 0.0008218655967903711, "loss": 1.5681, "theoretical_loss": 3.8585192674652955, "tokens_seen": 614989824 }, { "epoch": 0.19, "learning_rate": 0.0008218455366098296, "loss": 1.4802, "theoretical_loss": 3.8584768658797453, "tokens_seen": 615055360 }, { "epoch": 0.19, "learning_rate": 0.0008218254764292878, "loss": 1.6116, "theoretical_loss": 3.8584344700768622, "tokens_seen": 615120896 }, { "epoch": 0.19, "learning_rate": 0.0008218054162487463, "loss": 1.5727, "theoretical_loss": 3.858392080055242, "tokens_seen": 615186432 }, { "epoch": 0.19, "learning_rate": 0.0008217853560682046, "loss": 1.6323, "theoretical_loss": 3.8583496958134793, "tokens_seen": 615251968 }, { "epoch": 0.19, "learning_rate": 0.000821765295887663, "loss": 1.5314, "theoretical_loss": 3.858307317350171, "tokens_seen": 615317504 }, { "epoch": 0.19, "learning_rate": 0.0008217452357071214, "loss": 1.4508, "theoretical_loss": 3.8582649446639143, "tokens_seen": 615383040 }, { "epoch": 0.19, "learning_rate": 0.0008217251755265797, "loss": 1.541, "theoretical_loss": 3.858222577753307, "tokens_seen": 615448576 }, { "epoch": 0.19, "learning_rate": 0.0008217051153460381, "loss": 1.6024, "theoretical_loss": 3.8581802166169457, "tokens_seen": 615514112 }, { "epoch": 0.19, "learning_rate": 0.0008216850551654965, "loss": 1.6622, "theoretical_loss": 3.8581378612534296, "tokens_seen": 615579648 }, { "epoch": 0.19, "learning_rate": 0.0008216649949849548, "loss": 1.5519, "theoretical_loss": 3.8580955116613573, "tokens_seen": 615645184 }, { "epoch": 0.19, "learning_rate": 0.0008216449348044133, "loss": 1.5248, "theoretical_loss": 3.858053167839328, "tokens_seen": 615710720 }, { "epoch": 0.19, "learning_rate": 0.0008216248746238716, "loss": 1.6547, "theoretical_loss": 3.8580108297859415, "tokens_seen": 615776256 }, { "epoch": 0.19, "learning_rate": 0.00082160481444333, "loss": 1.5183, "theoretical_loss": 3.8579684974997983, "tokens_seen": 615841792 }, { "epoch": 0.19, "learning_rate": 0.0008215847542627884, "loss": 1.4812, "theoretical_loss": 3.8579261709794994, "tokens_seen": 615907328 }, { "epoch": 0.19, "learning_rate": 0.0008215646940822468, "loss": 1.5726, "theoretical_loss": 3.8578838502236454, "tokens_seen": 615972864 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.492830753326416, "objective/train/docs_used": 229528, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.466249704360962, "objective/train/original_loss": 1.466249704360962, "objective/train/theoretical_loss": 3.857841535230839, "objective/train/tokens_used": 636498400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24335187673568726, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505203008651733, "objective/train/weighted_lm_loss": 1.5402671098709106, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.857841535230839, "tokens_seen": 616038400 }, { "epoch": 0.19, "learning_rate": 0.0008215446339017051, "loss": 1.608, "theoretical_loss": 3.857841535230839, "tokens_seen": 616038400 }, { "epoch": 0.19, "learning_rate": 0.0008215245737211635, "loss": 1.5664, "theoretical_loss": 3.8577992259996816, "tokens_seen": 616103936 }, { "epoch": 0.19, "learning_rate": 0.0008215045135406218, "loss": 1.5859, "theoretical_loss": 3.8577569225287762, "tokens_seen": 616169472 }, { "epoch": 0.19, "learning_rate": 0.0008214844533600803, "loss": 1.558, "theoretical_loss": 3.857714624816726, "tokens_seen": 616235008 }, { "epoch": 0.19, "learning_rate": 0.0008214643931795386, "loss": 1.6013, "theoretical_loss": 3.8576723328621347, "tokens_seen": 616300544 }, { "epoch": 0.19, "learning_rate": 0.000821444332998997, "loss": 1.6573, "theoretical_loss": 3.8576300466636066, "tokens_seen": 616366080 }, { "epoch": 0.19, "learning_rate": 0.0008214242728184553, "loss": 1.5305, "theoretical_loss": 3.857587766219747, "tokens_seen": 616431616 }, { "epoch": 0.19, "learning_rate": 0.0008214042126379138, "loss": 1.5478, "theoretical_loss": 3.8575454915291596, "tokens_seen": 616497152 }, { "epoch": 0.19, "learning_rate": 0.0008213841524573721, "loss": 1.6022, "theoretical_loss": 3.8575032225904513, "tokens_seen": 616562688 }, { "epoch": 0.19, "learning_rate": 0.0008213640922768305, "loss": 1.5505, "theoretical_loss": 3.8574609594022276, "tokens_seen": 616628224 }, { "epoch": 0.19, "learning_rate": 0.0008213440320962888, "loss": 1.7057, "theoretical_loss": 3.8574187019630957, "tokens_seen": 616693760 }, { "epoch": 0.19, "learning_rate": 0.0008213239719157472, "loss": 1.4051, "theoretical_loss": 3.857376450271662, "tokens_seen": 616759296 }, { "epoch": 0.19, "learning_rate": 0.0008213039117352057, "loss": 1.5181, "theoretical_loss": 3.8573342043265346, "tokens_seen": 616824832 }, { "epoch": 0.19, "learning_rate": 0.000821283851554664, "loss": 1.6967, "theoretical_loss": 3.857291964126322, "tokens_seen": 616890368 }, { "epoch": 0.19, "learning_rate": 0.0008212637913741224, "loss": 1.7542, "theoretical_loss": 3.8572497296696313, "tokens_seen": 616955904 }, { "epoch": 0.19, "learning_rate": 0.0008212437311935808, "loss": 1.5992, "theoretical_loss": 3.857207500955073, "tokens_seen": 617021440 }, { "epoch": 0.19, "learning_rate": 0.0008212236710130392, "loss": 1.6053, "theoretical_loss": 3.857165277981256, "tokens_seen": 617086976 }, { "epoch": 0.19, "learning_rate": 0.0008212036108324975, "loss": 1.6847, "theoretical_loss": 3.8571230607467912, "tokens_seen": 617152512 }, { "epoch": 0.19, "learning_rate": 0.000821183550651956, "loss": 1.5465, "theoretical_loss": 3.8570808492502877, "tokens_seen": 617218048 }, { "epoch": 0.19, "learning_rate": 0.0008211634904714142, "loss": 1.6344, "theoretical_loss": 3.8570386434903567, "tokens_seen": 617283584 }, { "epoch": 0.19, "learning_rate": 0.0008211434302908727, "loss": 1.5999, "theoretical_loss": 3.8569964434656105, "tokens_seen": 617349120 }, { "epoch": 0.19, "learning_rate": 0.000821123370110331, "loss": 1.6031, "theoretical_loss": 3.8569542491746613, "tokens_seen": 617414656 }, { "epoch": 0.19, "learning_rate": 0.0008211033099297894, "loss": 1.5452, "theoretical_loss": 3.8569120606161205, "tokens_seen": 617480192 }, { "epoch": 0.19, "learning_rate": 0.0008210832497492478, "loss": 1.6047, "theoretical_loss": 3.8568698777886015, "tokens_seen": 617545728 }, { "epoch": 0.19, "learning_rate": 0.0008210631895687061, "loss": 1.7153, "theoretical_loss": 3.856827700690718, "tokens_seen": 617611264 }, { "epoch": 0.19, "learning_rate": 0.0008210431293881645, "loss": 1.574, "theoretical_loss": 3.856785529321083, "tokens_seen": 617676800 }, { "epoch": 0.19, "learning_rate": 0.000821023069207623, "loss": 1.6403, "theoretical_loss": 3.8567433636783113, "tokens_seen": 617742336 }, { "epoch": 0.19, "learning_rate": 0.0008210030090270812, "loss": 1.637, "theoretical_loss": 3.8567012037610184, "tokens_seen": 617807872 }, { "epoch": 0.19, "learning_rate": 0.0008209829488465397, "loss": 1.493, "theoretical_loss": 3.8566590495678192, "tokens_seen": 617873408 }, { "epoch": 0.19, "learning_rate": 0.0008209628886659979, "loss": 1.6298, "theoretical_loss": 3.8566169010973295, "tokens_seen": 617938944 }, { "epoch": 0.19, "learning_rate": 0.0008209428284854564, "loss": 1.6373, "theoretical_loss": 3.856574758348165, "tokens_seen": 618004480 }, { "epoch": 0.19, "learning_rate": 0.0008209227683049148, "loss": 1.6059, "theoretical_loss": 3.8565326213189435, "tokens_seen": 618070016 }, { "epoch": 0.19, "learning_rate": 0.0008209027081243731, "loss": 1.6655, "theoretical_loss": 3.856490490008282, "tokens_seen": 618135552 }, { "epoch": 0.19, "learning_rate": 0.0008208826479438315, "loss": 1.5592, "theoretical_loss": 3.8564483644147978, "tokens_seen": 618201088 }, { "epoch": 0.19, "learning_rate": 0.00082086258776329, "loss": 1.7345, "theoretical_loss": 3.8564062445371095, "tokens_seen": 618266624 }, { "epoch": 0.19, "learning_rate": 0.0008208425275827482, "loss": 1.6147, "theoretical_loss": 3.8563641303738354, "tokens_seen": 618332160 }, { "epoch": 0.19, "learning_rate": 0.0008208224674022067, "loss": 1.5514, "theoretical_loss": 3.856322021923595, "tokens_seen": 618397696 }, { "epoch": 0.19, "learning_rate": 0.000820802407221665, "loss": 1.6845, "theoretical_loss": 3.856279919185008, "tokens_seen": 618463232 }, { "epoch": 0.19, "learning_rate": 0.0008207823470411234, "loss": 1.5381, "theoretical_loss": 3.856237822156695, "tokens_seen": 618528768 }, { "epoch": 0.19, "learning_rate": 0.0008207622868605818, "loss": 1.5259, "theoretical_loss": 3.8561957308372756, "tokens_seen": 618594304 }, { "epoch": 0.19, "learning_rate": 0.0008207422266800401, "loss": 1.6203, "theoretical_loss": 3.8561536452253713, "tokens_seen": 618659840 }, { "epoch": 0.19, "learning_rate": 0.0008207221664994985, "loss": 1.5652, "theoretical_loss": 3.856111565319604, "tokens_seen": 618725376 }, { "epoch": 0.19, "learning_rate": 0.0008207021063189569, "loss": 1.6238, "theoretical_loss": 3.8560694911185953, "tokens_seen": 618790912 }, { "epoch": 0.19, "learning_rate": 0.0008206820461384152, "loss": 1.4398, "theoretical_loss": 3.8560274226209685, "tokens_seen": 618856448 }, { "epoch": 0.19, "learning_rate": 0.0008206619859578737, "loss": 1.5396, "theoretical_loss": 3.855985359825346, "tokens_seen": 618921984 }, { "epoch": 0.19, "learning_rate": 0.000820641925777332, "loss": 1.697, "theoretical_loss": 3.8559433027303514, "tokens_seen": 618987520 }, { "epoch": 0.19, "learning_rate": 0.0008206218655967904, "loss": 1.6485, "theoretical_loss": 3.8559012513346085, "tokens_seen": 619053056 }, { "epoch": 0.19, "learning_rate": 0.0008206018054162488, "loss": 1.6622, "theoretical_loss": 3.855859205636742, "tokens_seen": 619118592 }, { "epoch": 0.19, "learning_rate": 0.0008205817452357072, "loss": 1.6001, "theoretical_loss": 3.855817165635377, "tokens_seen": 619184128 }, { "epoch": 0.19, "learning_rate": 0.0008205616850551655, "loss": 1.532, "theoretical_loss": 3.855775131329138, "tokens_seen": 619249664 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.4949982166290283, "objective/train/docs_used": 230719, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6773806810379028, "objective/train/original_loss": 1.6773808002471924, "objective/train/theoretical_loss": 3.855733102716653, "objective/train/tokens_used": 639775200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24520695209503174, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507465600967407, "objective/train/weighted_lm_loss": 1.7623634338378906, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.855733102716653, "tokens_seen": 619315200 }, { "epoch": 0.19, "learning_rate": 0.0008205416248746239, "loss": 1.7109, "theoretical_loss": 3.855733102716653, "tokens_seen": 619315200 }, { "epoch": 0.19, "learning_rate": 0.0008205215646940822, "loss": 1.5925, "theoretical_loss": 3.8556910797965456, "tokens_seen": 619380736 }, { "epoch": 0.19, "learning_rate": 0.0008205015045135407, "loss": 1.7159, "theoretical_loss": 3.8556490625674447, "tokens_seen": 619446272 }, { "epoch": 0.19, "learning_rate": 0.000820481444332999, "loss": 1.7182, "theoretical_loss": 3.8556070510279765, "tokens_seen": 619511808 }, { "epoch": 0.19, "learning_rate": 0.0008204613841524574, "loss": 1.6026, "theoretical_loss": 3.8555650451767693, "tokens_seen": 619577344 }, { "epoch": 0.19, "learning_rate": 0.0008204413239719157, "loss": 1.68, "theoretical_loss": 3.8555230450124514, "tokens_seen": 619642880 }, { "epoch": 0.19, "learning_rate": 0.0008204212637913742, "loss": 1.5025, "theoretical_loss": 3.855481050533651, "tokens_seen": 619708416 }, { "epoch": 0.19, "learning_rate": 0.0008204012036108325, "loss": 1.5698, "theoretical_loss": 3.855439061738998, "tokens_seen": 619773952 }, { "epoch": 0.19, "learning_rate": 0.0008203811434302909, "loss": 1.6344, "theoretical_loss": 3.8553970786271217, "tokens_seen": 619839488 }, { "epoch": 0.19, "learning_rate": 0.0008203610832497492, "loss": 1.6571, "theoretical_loss": 3.8553551011966523, "tokens_seen": 619905024 }, { "epoch": 0.19, "learning_rate": 0.0008203410230692076, "loss": 1.6364, "theoretical_loss": 3.8553131294462206, "tokens_seen": 619970560 }, { "epoch": 0.19, "learning_rate": 0.000820320962888666, "loss": 1.6088, "theoretical_loss": 3.855271163374458, "tokens_seen": 620036096 }, { "epoch": 0.19, "learning_rate": 0.0008203009027081244, "loss": 1.6577, "theoretical_loss": 3.855229202979995, "tokens_seen": 620101632 }, { "epoch": 0.19, "learning_rate": 0.0008202808425275827, "loss": 1.6194, "theoretical_loss": 3.8551872482614655, "tokens_seen": 620167168 }, { "epoch": 0.19, "learning_rate": 0.0008202607823470412, "loss": 1.6074, "theoretical_loss": 3.8551452992175, "tokens_seen": 620232704 }, { "epoch": 0.19, "learning_rate": 0.0008202407221664995, "loss": 1.6324, "theoretical_loss": 3.8551033558467327, "tokens_seen": 620298240 }, { "epoch": 0.19, "learning_rate": 0.0008202206619859579, "loss": 1.6571, "theoretical_loss": 3.8550614181477965, "tokens_seen": 620363776 }, { "epoch": 0.19, "learning_rate": 0.0008202006018054163, "loss": 1.6409, "theoretical_loss": 3.8550194861193265, "tokens_seen": 620429312 }, { "epoch": 0.19, "learning_rate": 0.0008201805416248746, "loss": 1.5578, "theoretical_loss": 3.8549775597599556, "tokens_seen": 620494848 }, { "epoch": 0.19, "learning_rate": 0.000820160481444333, "loss": 1.601, "theoretical_loss": 3.8549356390683203, "tokens_seen": 620560384 }, { "epoch": 0.19, "learning_rate": 0.0008201404212637914, "loss": 1.5341, "theoretical_loss": 3.8548937240430545, "tokens_seen": 620625920 }, { "epoch": 0.19, "learning_rate": 0.0008201203610832497, "loss": 1.613, "theoretical_loss": 3.854851814682795, "tokens_seen": 620691456 }, { "epoch": 0.19, "learning_rate": 0.0008201003009027082, "loss": 1.5435, "theoretical_loss": 3.8548099109861775, "tokens_seen": 620756992 }, { "epoch": 0.19, "learning_rate": 0.0008200802407221664, "loss": 1.5476, "theoretical_loss": 3.8547680129518396, "tokens_seen": 620822528 }, { "epoch": 0.19, "learning_rate": 0.0008200601805416249, "loss": 1.6422, "theoretical_loss": 3.854726120578418, "tokens_seen": 620888064 }, { "epoch": 0.19, "learning_rate": 0.0008200401203610833, "loss": 1.7115, "theoretical_loss": 3.8546842338645497, "tokens_seen": 620953600 }, { "epoch": 0.19, "learning_rate": 0.0008200200601805416, "loss": 1.5755, "theoretical_loss": 3.8546423528088747, "tokens_seen": 621019136 }, { "epoch": 0.19, "learning_rate": 0.00082, "loss": 1.7127, "theoretical_loss": 3.85460047741003, "tokens_seen": 621084672 }, { "epoch": 0.19, "learning_rate": 0.0008199799398194583, "loss": 1.5826, "theoretical_loss": 3.8545586076666565, "tokens_seen": 621150208 }, { "epoch": 0.19, "learning_rate": 0.0008199598796389167, "loss": 1.5554, "theoretical_loss": 3.854516743577392, "tokens_seen": 621215744 }, { "epoch": 0.19, "learning_rate": 0.0008199398194583752, "loss": 1.5614, "theoretical_loss": 3.8544748851408777, "tokens_seen": 621281280 }, { "epoch": 0.19, "learning_rate": 0.0008199197592778334, "loss": 1.6355, "theoretical_loss": 3.854433032355754, "tokens_seen": 621346816 }, { "epoch": 0.19, "learning_rate": 0.0008198996990972919, "loss": 1.4199, "theoretical_loss": 3.8543911852206616, "tokens_seen": 621412352 }, { "epoch": 0.19, "learning_rate": 0.0008198796389167503, "loss": 1.6398, "theoretical_loss": 3.8543493437342424, "tokens_seen": 621477888 }, { "epoch": 0.19, "learning_rate": 0.0008198595787362086, "loss": 1.5345, "theoretical_loss": 3.8543075078951388, "tokens_seen": 621543424 }, { "epoch": 0.19, "learning_rate": 0.000819839518555667, "loss": 1.5795, "theoretical_loss": 3.8542656777019917, "tokens_seen": 621608960 }, { "epoch": 0.19, "learning_rate": 0.0008198194583751254, "loss": 1.5518, "theoretical_loss": 3.8542238531534454, "tokens_seen": 621674496 }, { "epoch": 0.19, "learning_rate": 0.0008197993981945838, "loss": 1.6004, "theoretical_loss": 3.8541820342481428, "tokens_seen": 621740032 }, { "epoch": 0.19, "learning_rate": 0.0008197793380140422, "loss": 1.5146, "theoretical_loss": 3.8541402209847284, "tokens_seen": 621805568 }, { "epoch": 0.19, "learning_rate": 0.0008197592778335005, "loss": 1.5916, "theoretical_loss": 3.8540984133618448, "tokens_seen": 621871104 }, { "epoch": 0.19, "learning_rate": 0.0008197392176529589, "loss": 1.7015, "theoretical_loss": 3.854056611378139, "tokens_seen": 621936640 }, { "epoch": 0.19, "learning_rate": 0.0008197191574724173, "loss": 1.5986, "theoretical_loss": 3.854014815032255, "tokens_seen": 622002176 }, { "epoch": 0.19, "learning_rate": 0.0008196990972918756, "loss": 1.6376, "theoretical_loss": 3.8539730243228387, "tokens_seen": 622067712 }, { "epoch": 0.19, "learning_rate": 0.0008196790371113341, "loss": 1.5778, "theoretical_loss": 3.853931239248536, "tokens_seen": 622133248 }, { "epoch": 0.19, "learning_rate": 0.0008196589769307924, "loss": 1.6422, "theoretical_loss": 3.8538894598079945, "tokens_seen": 622198784 }, { "epoch": 0.19, "learning_rate": 0.0008196389167502508, "loss": 1.5142, "theoretical_loss": 3.8538476859998605, "tokens_seen": 622264320 }, { "epoch": 0.19, "learning_rate": 0.0008196188565697092, "loss": 1.4573, "theoretical_loss": 3.8538059178227817, "tokens_seen": 622329856 }, { "epoch": 0.19, "learning_rate": 0.0008195987963891676, "loss": 1.7258, "theoretical_loss": 3.8537641552754067, "tokens_seen": 622395392 }, { "epoch": 0.19, "learning_rate": 0.0008195787362086259, "loss": 1.7015, "theoretical_loss": 3.853722398356383, "tokens_seen": 622460928 }, { "epoch": 0.19, "learning_rate": 0.0008195586760280843, "loss": 1.6101, "theoretical_loss": 3.853680647064361, "tokens_seen": 622526464 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.4887832999229431, "objective/train/docs_used": 231894, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6082185506820679, "objective/train/original_loss": 1.6082186698913574, "objective/train/theoretical_loss": 3.8536389013979893, "objective/train/tokens_used": 643052000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23972667753696442, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500969886779785, "objective/train/weighted_lm_loss": 1.6888190507888794, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8536389013979893, "tokens_seen": 622592000 }, { "epoch": 0.19, "learning_rate": 0.0008195386158475426, "loss": 1.6239, "theoretical_loss": 3.8536389013979893, "tokens_seen": 622592000 }, { "epoch": 0.19, "learning_rate": 0.0008195185556670011, "loss": 1.6087, "theoretical_loss": 3.8535971613559177, "tokens_seen": 622657536 }, { "epoch": 0.19, "learning_rate": 0.0008194984954864594, "loss": 1.6609, "theoretical_loss": 3.8535554269367966, "tokens_seen": 622723072 }, { "epoch": 0.19, "learning_rate": 0.0008194784353059178, "loss": 1.4851, "theoretical_loss": 3.8535136981392775, "tokens_seen": 622788608 }, { "epoch": 0.19, "learning_rate": 0.0008194583751253761, "loss": 1.5719, "theoretical_loss": 3.8534719749620114, "tokens_seen": 622854144 }, { "epoch": 0.19, "learning_rate": 0.0008194383149448346, "loss": 1.6139, "theoretical_loss": 3.85343025740365, "tokens_seen": 622919680 }, { "epoch": 0.19, "learning_rate": 0.0008194182547642929, "loss": 1.4939, "theoretical_loss": 3.8533885454628454, "tokens_seen": 622985216 }, { "epoch": 0.19, "learning_rate": 0.0008193981945837513, "loss": 1.5971, "theoretical_loss": 3.8533468391382515, "tokens_seen": 623050752 }, { "epoch": 0.19, "learning_rate": 0.0008193781344032096, "loss": 1.5851, "theoretical_loss": 3.8533051384285195, "tokens_seen": 623116288 }, { "epoch": 0.19, "learning_rate": 0.000819358074222668, "loss": 1.554, "theoretical_loss": 3.8532634433323043, "tokens_seen": 623181824 }, { "epoch": 0.19, "learning_rate": 0.0008193380140421264, "loss": 1.8111, "theoretical_loss": 3.85322175384826, "tokens_seen": 623247360 }, { "epoch": 0.19, "learning_rate": 0.0008193179538615848, "loss": 1.5707, "theoretical_loss": 3.853180069975041, "tokens_seen": 623312896 }, { "epoch": 0.19, "learning_rate": 0.0008192978936810431, "loss": 1.5713, "theoretical_loss": 3.853138391711303, "tokens_seen": 623378432 }, { "epoch": 0.19, "learning_rate": 0.0008192778335005016, "loss": 1.564, "theoretical_loss": 3.8530967190556997, "tokens_seen": 623443968 }, { "epoch": 0.19, "learning_rate": 0.0008192577733199599, "loss": 1.5382, "theoretical_loss": 3.853055052006889, "tokens_seen": 623509504 }, { "epoch": 0.19, "learning_rate": 0.0008192377131394183, "loss": 1.5818, "theoretical_loss": 3.853013390563526, "tokens_seen": 623575040 }, { "epoch": 0.19, "learning_rate": 0.0008192176529588767, "loss": 1.6479, "theoretical_loss": 3.852971734724269, "tokens_seen": 623640576 }, { "epoch": 0.19, "learning_rate": 0.000819197592778335, "loss": 1.5934, "theoretical_loss": 3.852930084487774, "tokens_seen": 623706112 }, { "epoch": 0.19, "learning_rate": 0.0008191775325977934, "loss": 1.5378, "theoretical_loss": 3.8528884398526992, "tokens_seen": 623771648 }, { "epoch": 0.19, "learning_rate": 0.0008191574724172518, "loss": 1.5815, "theoretical_loss": 3.852846800817704, "tokens_seen": 623837184 }, { "epoch": 0.19, "learning_rate": 0.0008191374122367101, "loss": 1.5563, "theoretical_loss": 3.8528051673814456, "tokens_seen": 623902720 }, { "epoch": 0.19, "learning_rate": 0.0008191173520561686, "loss": 1.5153, "theoretical_loss": 3.852763539542584, "tokens_seen": 623968256 }, { "epoch": 0.19, "learning_rate": 0.0008190972918756268, "loss": 1.6816, "theoretical_loss": 3.8527219172997786, "tokens_seen": 624033792 }, { "epoch": 0.19, "learning_rate": 0.0008190772316950853, "loss": 1.6855, "theoretical_loss": 3.8526803006516896, "tokens_seen": 624099328 }, { "epoch": 0.19, "learning_rate": 0.0008190571715145437, "loss": 1.5917, "theoretical_loss": 3.8526386895969775, "tokens_seen": 624164864 }, { "epoch": 0.19, "learning_rate": 0.000819037111334002, "loss": 1.6849, "theoretical_loss": 3.8525970841343042, "tokens_seen": 624230400 }, { "epoch": 0.19, "learning_rate": 0.0008190170511534604, "loss": 1.5308, "theoretical_loss": 3.85255548426233, "tokens_seen": 624295936 }, { "epoch": 0.19, "learning_rate": 0.0008189969909729187, "loss": 1.7186, "theoretical_loss": 3.8525138899797176, "tokens_seen": 624361472 }, { "epoch": 0.19, "learning_rate": 0.0008189769307923771, "loss": 1.6299, "theoretical_loss": 3.8524723012851294, "tokens_seen": 624427008 }, { "epoch": 0.19, "learning_rate": 0.0008189568706118356, "loss": 1.7516, "theoretical_loss": 3.8524307181772284, "tokens_seen": 624492544 }, { "epoch": 0.19, "learning_rate": 0.0008189368104312938, "loss": 1.5709, "theoretical_loss": 3.8523891406546773, "tokens_seen": 624558080 }, { "epoch": 0.19, "learning_rate": 0.0008189167502507523, "loss": 1.5958, "theoretical_loss": 3.8523475687161404, "tokens_seen": 624623616 }, { "epoch": 0.19, "learning_rate": 0.0008188966900702107, "loss": 1.545, "theoretical_loss": 3.852306002360282, "tokens_seen": 624689152 }, { "epoch": 0.19, "learning_rate": 0.000818876629889669, "loss": 1.6013, "theoretical_loss": 3.852264441585767, "tokens_seen": 624754688 }, { "epoch": 0.19, "learning_rate": 0.0008188565697091274, "loss": 1.6479, "theoretical_loss": 3.85222288639126, "tokens_seen": 624820224 }, { "epoch": 0.19, "learning_rate": 0.0008188365095285858, "loss": 1.624, "theoretical_loss": 3.852181336775428, "tokens_seen": 624885760 }, { "epoch": 0.19, "learning_rate": 0.0008188164493480441, "loss": 1.6374, "theoretical_loss": 3.852139792736936, "tokens_seen": 624951296 }, { "epoch": 0.19, "learning_rate": 0.0008187963891675026, "loss": 1.4283, "theoretical_loss": 3.85209825427445, "tokens_seen": 625016832 }, { "epoch": 0.19, "learning_rate": 0.0008187763289869608, "loss": 1.513, "theoretical_loss": 3.8520567213866386, "tokens_seen": 625082368 }, { "epoch": 0.19, "learning_rate": 0.0008187562688064193, "loss": 1.7715, "theoretical_loss": 3.852015194072168, "tokens_seen": 625147904 }, { "epoch": 0.19, "learning_rate": 0.0008187362086258776, "loss": 1.5732, "theoretical_loss": 3.8519736723297067, "tokens_seen": 625213440 }, { "epoch": 0.19, "learning_rate": 0.000818716148445336, "loss": 1.6342, "theoretical_loss": 3.8519321561579236, "tokens_seen": 625278976 }, { "epoch": 0.19, "learning_rate": 0.0008186960882647944, "loss": 1.555, "theoretical_loss": 3.8518906455554864, "tokens_seen": 625344512 }, { "epoch": 0.19, "learning_rate": 0.0008186760280842528, "loss": 1.54, "theoretical_loss": 3.8518491405210655, "tokens_seen": 625410048 }, { "epoch": 0.19, "learning_rate": 0.0008186559679037111, "loss": 1.6034, "theoretical_loss": 3.8518076410533304, "tokens_seen": 625475584 }, { "epoch": 0.19, "learning_rate": 0.0008186359077231696, "loss": 1.5722, "theoretical_loss": 3.8517661471509506, "tokens_seen": 625541120 }, { "epoch": 0.19, "learning_rate": 0.0008186158475426278, "loss": 1.6391, "theoretical_loss": 3.851724658812598, "tokens_seen": 625606656 }, { "epoch": 0.19, "learning_rate": 0.0008185957873620863, "loss": 1.5547, "theoretical_loss": 3.851683176036943, "tokens_seen": 625672192 }, { "epoch": 0.19, "learning_rate": 0.0008185757271815446, "loss": 1.5753, "theoretical_loss": 3.8516416988226574, "tokens_seen": 625737728 }, { "epoch": 0.19, "learning_rate": 0.000818555667001003, "loss": 1.6727, "theoretical_loss": 3.8516002271684133, "tokens_seen": 625803264 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.4916975498199463, "objective/train/docs_used": 233149, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3925726413726807, "objective/train/original_loss": 1.3925726413726807, "objective/train/theoretical_loss": 3.8515587610728836, "objective/train/tokens_used": 646328800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2422853410243988, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504014492034912, "objective/train/weighted_lm_loss": 1.4627898931503296, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8515587610728836, "tokens_seen": 625868800 }, { "epoch": 0.19, "learning_rate": 0.0008185356068204614, "loss": 1.5648, "theoretical_loss": 3.8515587610728836, "tokens_seen": 625868800 }, { "epoch": 0.19, "learning_rate": 0.0008185155466399198, "loss": 1.5074, "theoretical_loss": 3.8515173005347405, "tokens_seen": 625934336 }, { "epoch": 0.19, "learning_rate": 0.0008184954864593781, "loss": 1.6098, "theoretical_loss": 3.851475845552658, "tokens_seen": 625999872 }, { "epoch": 0.19, "learning_rate": 0.0008184754262788365, "loss": 1.6126, "theoretical_loss": 3.8514343961253092, "tokens_seen": 626065408 }, { "epoch": 0.19, "learning_rate": 0.0008184553660982949, "loss": 1.6273, "theoretical_loss": 3.851392952251369, "tokens_seen": 626130944 }, { "epoch": 0.19, "learning_rate": 0.0008184353059177533, "loss": 1.6988, "theoretical_loss": 3.8513515139295134, "tokens_seen": 626196480 }, { "epoch": 0.19, "learning_rate": 0.0008184152457372116, "loss": 1.6243, "theoretical_loss": 3.8513100811584158, "tokens_seen": 626262016 }, { "epoch": 0.19, "learning_rate": 0.00081839518555667, "loss": 1.5949, "theoretical_loss": 3.851268653936753, "tokens_seen": 626327552 }, { "epoch": 0.19, "learning_rate": 0.0008183751253761283, "loss": 1.6994, "theoretical_loss": 3.8512272322631995, "tokens_seen": 626393088 }, { "epoch": 0.19, "learning_rate": 0.0008183550651955868, "loss": 1.5009, "theoretical_loss": 3.8511858161364345, "tokens_seen": 626458624 }, { "epoch": 0.19, "learning_rate": 0.0008183350050150451, "loss": 1.775, "theoretical_loss": 3.851144405555134, "tokens_seen": 626524160 }, { "epoch": 0.19, "learning_rate": 0.0008183149448345035, "loss": 1.5517, "theoretical_loss": 3.8511030005179743, "tokens_seen": 626589696 }, { "epoch": 0.19, "learning_rate": 0.000818294884653962, "loss": 1.7334, "theoretical_loss": 3.851061601023635, "tokens_seen": 626655232 }, { "epoch": 0.19, "learning_rate": 0.0008182748244734203, "loss": 1.5323, "theoretical_loss": 3.851020207070794, "tokens_seen": 626720768 }, { "epoch": 0.19, "learning_rate": 0.0008182547642928787, "loss": 1.531, "theoretical_loss": 3.85097881865813, "tokens_seen": 626786304 }, { "epoch": 0.19, "learning_rate": 0.000818234704112337, "loss": 1.5273, "theoretical_loss": 3.8509374357843225, "tokens_seen": 626851840 }, { "epoch": 0.19, "learning_rate": 0.0008182146439317954, "loss": 1.6216, "theoretical_loss": 3.8508960584480514, "tokens_seen": 626917376 }, { "epoch": 0.19, "learning_rate": 0.0008181945837512538, "loss": 1.5957, "theoretical_loss": 3.8508546866479962, "tokens_seen": 626982912 }, { "epoch": 0.19, "learning_rate": 0.0008181745235707122, "loss": 1.7507, "theoretical_loss": 3.850813320382839, "tokens_seen": 627048448 }, { "epoch": 0.19, "learning_rate": 0.0008181544633901705, "loss": 1.5464, "theoretical_loss": 3.85077195965126, "tokens_seen": 627113984 }, { "epoch": 0.19, "learning_rate": 0.000818134403209629, "loss": 1.6804, "theoretical_loss": 3.850730604451941, "tokens_seen": 627179520 }, { "epoch": 0.19, "learning_rate": 0.0008181143430290872, "loss": 1.704, "theoretical_loss": 3.850689254783564, "tokens_seen": 627245056 }, { "epoch": 0.19, "learning_rate": 0.0008180942828485457, "loss": 1.5882, "theoretical_loss": 3.8506479106448115, "tokens_seen": 627310592 }, { "epoch": 0.19, "learning_rate": 0.0008180742226680041, "loss": 1.6426, "theoretical_loss": 3.8506065720343665, "tokens_seen": 627376128 }, { "epoch": 0.19, "learning_rate": 0.0008180541624874624, "loss": 1.6072, "theoretical_loss": 3.850565238950913, "tokens_seen": 627441664 }, { "epoch": 0.19, "learning_rate": 0.0008180341023069208, "loss": 1.734, "theoretical_loss": 3.8505239113931333, "tokens_seen": 627507200 }, { "epoch": 0.19, "learning_rate": 0.0008180140421263791, "loss": 1.6028, "theoretical_loss": 3.8504825893597134, "tokens_seen": 627572736 }, { "epoch": 0.19, "learning_rate": 0.0008179939819458375, "loss": 1.7099, "theoretical_loss": 3.850441272849337, "tokens_seen": 627638272 }, { "epoch": 0.19, "learning_rate": 0.000817973921765296, "loss": 1.4988, "theoretical_loss": 3.85039996186069, "tokens_seen": 627703808 }, { "epoch": 0.19, "learning_rate": 0.0008179538615847542, "loss": 1.549, "theoretical_loss": 3.8503586563924577, "tokens_seen": 627769344 }, { "epoch": 0.19, "learning_rate": 0.0008179338014042127, "loss": 1.6557, "theoretical_loss": 3.850317356443326, "tokens_seen": 627834880 }, { "epoch": 0.19, "learning_rate": 0.0008179137412236711, "loss": 1.5299, "theoretical_loss": 3.8502760620119822, "tokens_seen": 627900416 }, { "epoch": 0.19, "learning_rate": 0.0008178936810431294, "loss": 1.6339, "theoretical_loss": 3.850234773097112, "tokens_seen": 627965952 }, { "epoch": 0.19, "learning_rate": 0.0008178736208625878, "loss": 1.5002, "theoretical_loss": 3.8501934896974044, "tokens_seen": 628031488 }, { "epoch": 0.19, "learning_rate": 0.0008178535606820462, "loss": 1.6185, "theoretical_loss": 3.8501522118115465, "tokens_seen": 628097024 }, { "epoch": 0.19, "learning_rate": 0.0008178335005015045, "loss": 1.7303, "theoretical_loss": 3.8501109394382267, "tokens_seen": 628162560 }, { "epoch": 0.19, "learning_rate": 0.000817813440320963, "loss": 1.6692, "theoretical_loss": 3.850069672576134, "tokens_seen": 628228096 }, { "epoch": 0.19, "learning_rate": 0.0008177933801404212, "loss": 1.6016, "theoretical_loss": 3.850028411223958, "tokens_seen": 628293632 }, { "epoch": 0.19, "learning_rate": 0.0008177733199598797, "loss": 1.6357, "theoretical_loss": 3.8499871553803873, "tokens_seen": 628359168 }, { "epoch": 0.19, "learning_rate": 0.000817753259779338, "loss": 1.516, "theoretical_loss": 3.8499459050441125, "tokens_seen": 628424704 }, { "epoch": 0.19, "learning_rate": 0.0008177331995987964, "loss": 1.626, "theoretical_loss": 3.849904660213825, "tokens_seen": 628490240 }, { "epoch": 0.19, "learning_rate": 0.0008177131394182548, "loss": 1.6112, "theoretical_loss": 3.849863420888215, "tokens_seen": 628555776 }, { "epoch": 0.19, "learning_rate": 0.0008176930792377132, "loss": 1.6741, "theoretical_loss": 3.8498221870659743, "tokens_seen": 628621312 }, { "epoch": 0.19, "learning_rate": 0.0008176730190571715, "loss": 1.5285, "theoretical_loss": 3.8497809587457947, "tokens_seen": 628686848 }, { "epoch": 0.19, "learning_rate": 0.00081765295887663, "loss": 1.4918, "theoretical_loss": 3.849739735926369, "tokens_seen": 628752384 }, { "epoch": 0.19, "learning_rate": 0.0008176328986960882, "loss": 1.5062, "theoretical_loss": 3.84969851860639, "tokens_seen": 628817920 }, { "epoch": 0.19, "learning_rate": 0.0008176128385155467, "loss": 1.5491, "theoretical_loss": 3.8496573067845503, "tokens_seen": 628883456 }, { "epoch": 0.19, "learning_rate": 0.000817592778335005, "loss": 1.6805, "theoretical_loss": 3.849616100459544, "tokens_seen": 628948992 }, { "epoch": 0.19, "learning_rate": 0.0008175727181544634, "loss": 1.6466, "theoretical_loss": 3.8495748996300656, "tokens_seen": 629014528 }, { "epoch": 0.19, "learning_rate": 0.0008175526579739218, "loss": 1.6244, "theoretical_loss": 3.8495337042948092, "tokens_seen": 629080064 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.4909607768058777, "objective/train/docs_used": 234355, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4236242771148682, "objective/train/original_loss": 1.4236242771148682, "objective/train/theoretical_loss": 3.8494925144524705, "objective/train/tokens_used": 649605600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24220523238182068, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503273010253906, "objective/train/weighted_lm_loss": 1.4951283931732178, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8494925144524705, "tokens_seen": 629145600 }, { "epoch": 0.19, "learning_rate": 0.0008175325977933802, "loss": 1.5261, "theoretical_loss": 3.8494925144524705, "tokens_seen": 629145600 }, { "epoch": 0.19, "learning_rate": 0.0008175125376128385, "loss": 1.6114, "theoretical_loss": 3.8494513301017443, "tokens_seen": 629211136 }, { "epoch": 0.19, "learning_rate": 0.0008174924774322969, "loss": 1.6353, "theoretical_loss": 3.8494101512413277, "tokens_seen": 629276672 }, { "epoch": 0.19, "learning_rate": 0.0008174724172517553, "loss": 1.6749, "theoretical_loss": 3.849368977869916, "tokens_seen": 629342208 }, { "epoch": 0.19, "learning_rate": 0.0008174523570712137, "loss": 1.5678, "theoretical_loss": 3.849327809986206, "tokens_seen": 629407744 }, { "epoch": 0.19, "learning_rate": 0.000817432296890672, "loss": 1.6866, "theoretical_loss": 3.8492866475888956, "tokens_seen": 629473280 }, { "epoch": 0.19, "learning_rate": 0.0008174122367101304, "loss": 1.5259, "theoretical_loss": 3.849245490676682, "tokens_seen": 629538816 }, { "epoch": 0.19, "learning_rate": 0.0008173921765295887, "loss": 1.4854, "theoretical_loss": 3.8492043392482644, "tokens_seen": 629604352 }, { "epoch": 0.19, "learning_rate": 0.0008173721163490472, "loss": 1.4975, "theoretical_loss": 3.8491631933023407, "tokens_seen": 629669888 }, { "epoch": 0.19, "learning_rate": 0.0008173520561685055, "loss": 1.6544, "theoretical_loss": 3.8491220528376098, "tokens_seen": 629735424 }, { "epoch": 0.19, "learning_rate": 0.0008173319959879639, "loss": 1.6691, "theoretical_loss": 3.8490809178527714, "tokens_seen": 629800960 }, { "epoch": 0.19, "learning_rate": 0.0008173119358074223, "loss": 1.7029, "theoretical_loss": 3.849039788346526, "tokens_seen": 629866496 }, { "epoch": 0.19, "learning_rate": 0.0008172918756268807, "loss": 1.5522, "theoretical_loss": 3.8489986643175733, "tokens_seen": 629932032 }, { "epoch": 0.19, "learning_rate": 0.000817271815446339, "loss": 1.5926, "theoretical_loss": 3.8489575457646144, "tokens_seen": 629997568 }, { "epoch": 0.19, "learning_rate": 0.0008172517552657975, "loss": 1.5624, "theoretical_loss": 3.8489164326863508, "tokens_seen": 630063104 }, { "epoch": 0.19, "learning_rate": 0.0008172316950852557, "loss": 1.6351, "theoretical_loss": 3.848875325081484, "tokens_seen": 630128640 }, { "epoch": 0.19, "learning_rate": 0.0008172116349047142, "loss": 1.6827, "theoretical_loss": 3.8488342229487156, "tokens_seen": 630194176 }, { "epoch": 0.19, "learning_rate": 0.0008171915747241725, "loss": 1.6491, "theoretical_loss": 3.8487931262867496, "tokens_seen": 630259712 }, { "epoch": 0.19, "learning_rate": 0.0008171715145436309, "loss": 1.6055, "theoretical_loss": 3.8487520350942876, "tokens_seen": 630325248 }, { "epoch": 0.19, "learning_rate": 0.0008171514543630893, "loss": 1.686, "theoretical_loss": 3.8487109493700347, "tokens_seen": 630390784 }, { "epoch": 0.19, "learning_rate": 0.0008171313941825476, "loss": 1.691, "theoretical_loss": 3.8486698691126935, "tokens_seen": 630456320 }, { "epoch": 0.19, "learning_rate": 0.000817111334002006, "loss": 1.5864, "theoretical_loss": 3.8486287943209687, "tokens_seen": 630521856 }, { "epoch": 0.19, "learning_rate": 0.0008170912738214645, "loss": 1.6892, "theoretical_loss": 3.848587724993566, "tokens_seen": 630587392 }, { "epoch": 0.19, "learning_rate": 0.0008170712136409227, "loss": 1.5977, "theoretical_loss": 3.8485466611291894, "tokens_seen": 630652928 }, { "epoch": 0.19, "learning_rate": 0.0008170511534603812, "loss": 1.6303, "theoretical_loss": 3.8485056027265454, "tokens_seen": 630718464 }, { "epoch": 0.19, "learning_rate": 0.0008170310932798394, "loss": 1.5844, "theoretical_loss": 3.8484645497843397, "tokens_seen": 630784000 }, { "epoch": 0.19, "learning_rate": 0.0008170110330992979, "loss": 1.5034, "theoretical_loss": 3.848423502301279, "tokens_seen": 630849536 }, { "epoch": 0.19, "learning_rate": 0.0008169909729187563, "loss": 1.7574, "theoretical_loss": 3.8483824602760714, "tokens_seen": 630915072 }, { "epoch": 0.19, "learning_rate": 0.0008169709127382146, "loss": 1.5968, "theoretical_loss": 3.848341423707423, "tokens_seen": 630980608 }, { "epoch": 0.19, "learning_rate": 0.000816950852557673, "loss": 1.489, "theoretical_loss": 3.848300392594042, "tokens_seen": 631046144 }, { "epoch": 0.19, "learning_rate": 0.0008169307923771315, "loss": 1.6075, "theoretical_loss": 3.8482593669346374, "tokens_seen": 631111680 }, { "epoch": 0.19, "learning_rate": 0.0008169107321965897, "loss": 1.661, "theoretical_loss": 3.8482183467279176, "tokens_seen": 631177216 }, { "epoch": 0.19, "learning_rate": 0.0008168906720160482, "loss": 1.5972, "theoretical_loss": 3.8481773319725914, "tokens_seen": 631242752 }, { "epoch": 0.19, "learning_rate": 0.0008168706118355064, "loss": 1.6962, "theoretical_loss": 3.848136322667369, "tokens_seen": 631308288 }, { "epoch": 0.19, "learning_rate": 0.0008168505516549649, "loss": 1.6175, "theoretical_loss": 3.8480953188109606, "tokens_seen": 631373824 }, { "epoch": 0.19, "learning_rate": 0.0008168304914744233, "loss": 1.6909, "theoretical_loss": 3.8480543204020763, "tokens_seen": 631439360 }, { "epoch": 0.19, "learning_rate": 0.0008168104312938816, "loss": 1.6689, "theoretical_loss": 3.8480133274394275, "tokens_seen": 631504896 }, { "epoch": 0.19, "learning_rate": 0.0008167903711133401, "loss": 1.5611, "theoretical_loss": 3.847972339921726, "tokens_seen": 631570432 }, { "epoch": 0.19, "learning_rate": 0.0008167703109327984, "loss": 1.4894, "theoretical_loss": 3.8479313578476826, "tokens_seen": 631635968 }, { "epoch": 0.19, "learning_rate": 0.0008167502507522568, "loss": 1.5413, "theoretical_loss": 3.8478903812160103, "tokens_seen": 631701504 }, { "epoch": 0.19, "learning_rate": 0.0008167301905717152, "loss": 1.5309, "theoretical_loss": 3.8478494100254217, "tokens_seen": 631767040 }, { "epoch": 0.19, "learning_rate": 0.0008167101303911736, "loss": 1.6383, "theoretical_loss": 3.84780844427463, "tokens_seen": 631832576 }, { "epoch": 0.19, "learning_rate": 0.0008166900702106319, "loss": 1.7528, "theoretical_loss": 3.8477674839623495, "tokens_seen": 631898112 }, { "epoch": 0.19, "learning_rate": 0.0008166700100300904, "loss": 1.5873, "theoretical_loss": 3.847726529087293, "tokens_seen": 631963648 }, { "epoch": 0.19, "learning_rate": 0.0008166499498495486, "loss": 1.6397, "theoretical_loss": 3.847685579648176, "tokens_seen": 632029184 }, { "epoch": 0.19, "learning_rate": 0.0008166298896690071, "loss": 1.6154, "theoretical_loss": 3.8476446356437126, "tokens_seen": 632094720 }, { "epoch": 0.19, "learning_rate": 0.0008166098294884654, "loss": 1.6617, "theoretical_loss": 3.8476036970726186, "tokens_seen": 632160256 }, { "epoch": 0.19, "learning_rate": 0.0008165897693079238, "loss": 1.6953, "theoretical_loss": 3.8475627639336105, "tokens_seen": 632225792 }, { "epoch": 0.19, "learning_rate": 0.0008165697091273822, "loss": 1.6312, "theoretical_loss": 3.847521836225404, "tokens_seen": 632291328 }, { "epoch": 0.19, "learning_rate": 0.0008165496489468406, "loss": 1.5592, "theoretical_loss": 3.847480913946715, "tokens_seen": 632356864 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.49222224950790405, "objective/train/docs_used": 235545, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.8225845098495483, "objective/train/original_loss": 1.8225843906402588, "objective/train/theoretical_loss": 3.847439997096262, "objective/train/tokens_used": 652882400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2427038848400116, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050455927848816, "objective/train/weighted_lm_loss": 1.914535403251648, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.847439997096262, "tokens_seen": 632422400 }, { "epoch": 0.19, "learning_rate": 0.0008165295887662989, "loss": 1.7776, "theoretical_loss": 3.847439997096262, "tokens_seen": 632422400 }, { "epoch": 0.19, "learning_rate": 0.0008165095285857573, "loss": 1.6502, "theoretical_loss": 3.8473990856727616, "tokens_seen": 632487936 }, { "epoch": 0.19, "learning_rate": 0.0008164894684052157, "loss": 1.6379, "theoretical_loss": 3.8473581796749317, "tokens_seen": 632553472 }, { "epoch": 0.19, "learning_rate": 0.0008164694082246741, "loss": 1.5226, "theoretical_loss": 3.8473172791014916, "tokens_seen": 632619008 }, { "epoch": 0.19, "learning_rate": 0.0008164493480441324, "loss": 1.5734, "theoretical_loss": 3.8472763839511597, "tokens_seen": 632684544 }, { "epoch": 0.19, "learning_rate": 0.0008164292878635908, "loss": 1.5846, "theoretical_loss": 3.847235494222655, "tokens_seen": 632750080 }, { "epoch": 0.19, "learning_rate": 0.0008164092276830491, "loss": 1.5095, "theoretical_loss": 3.8471946099146983, "tokens_seen": 632815616 }, { "epoch": 0.19, "learning_rate": 0.0008163891675025076, "loss": 1.6385, "theoretical_loss": 3.847153731026008, "tokens_seen": 632881152 }, { "epoch": 0.19, "learning_rate": 0.0008163691073219659, "loss": 1.5517, "theoretical_loss": 3.847112857555306, "tokens_seen": 632946688 }, { "epoch": 0.19, "learning_rate": 0.0008163490471414243, "loss": 1.6175, "theoretical_loss": 3.8470719895013135, "tokens_seen": 633012224 }, { "epoch": 0.19, "learning_rate": 0.0008163289869608827, "loss": 1.5434, "theoretical_loss": 3.847031126862751, "tokens_seen": 633077760 }, { "epoch": 0.19, "learning_rate": 0.0008163089267803411, "loss": 1.6316, "theoretical_loss": 3.846990269638341, "tokens_seen": 633143296 }, { "epoch": 0.19, "learning_rate": 0.0008162888665997994, "loss": 1.5763, "theoretical_loss": 3.8469494178268056, "tokens_seen": 633208832 }, { "epoch": 0.19, "learning_rate": 0.0008162688064192579, "loss": 1.542, "theoretical_loss": 3.8469085714268676, "tokens_seen": 633274368 }, { "epoch": 0.19, "learning_rate": 0.0008162487462387161, "loss": 1.5828, "theoretical_loss": 3.8468677304372507, "tokens_seen": 633339904 }, { "epoch": 0.19, "learning_rate": 0.0008162286860581746, "loss": 1.5444, "theoretical_loss": 3.8468268948566786, "tokens_seen": 633405440 }, { "epoch": 0.19, "learning_rate": 0.0008162086258776329, "loss": 1.5582, "theoretical_loss": 3.846786064683874, "tokens_seen": 633470976 }, { "epoch": 0.19, "learning_rate": 0.0008161885656970913, "loss": 1.5706, "theoretical_loss": 3.8467452399175635, "tokens_seen": 633536512 }, { "epoch": 0.19, "learning_rate": 0.0008161685055165497, "loss": 1.5734, "theoretical_loss": 3.8467044205564704, "tokens_seen": 633602048 }, { "epoch": 0.19, "learning_rate": 0.000816148445336008, "loss": 1.5057, "theoretical_loss": 3.8466636065993205, "tokens_seen": 633667584 }, { "epoch": 0.19, "learning_rate": 0.0008161283851554664, "loss": 1.6447, "theoretical_loss": 3.8466227980448395, "tokens_seen": 633733120 }, { "epoch": 0.19, "learning_rate": 0.0008161083249749249, "loss": 1.6633, "theoretical_loss": 3.8465819948917543, "tokens_seen": 633798656 }, { "epoch": 0.19, "learning_rate": 0.0008160882647943831, "loss": 1.6112, "theoretical_loss": 3.846541197138791, "tokens_seen": 633864192 }, { "epoch": 0.19, "learning_rate": 0.0008160682046138416, "loss": 1.625, "theoretical_loss": 3.8465004047846767, "tokens_seen": 633929728 }, { "epoch": 0.19, "learning_rate": 0.0008160481444332998, "loss": 1.7111, "theoretical_loss": 3.846459617828139, "tokens_seen": 633995264 }, { "epoch": 0.19, "learning_rate": 0.0008160280842527583, "loss": 1.6754, "theoretical_loss": 3.8464188362679055, "tokens_seen": 634060800 }, { "epoch": 0.19, "learning_rate": 0.0008160080240722167, "loss": 1.6947, "theoretical_loss": 3.8463780601027056, "tokens_seen": 634126336 }, { "epoch": 0.19, "learning_rate": 0.000815987963891675, "loss": 1.5935, "theoretical_loss": 3.8463372893312675, "tokens_seen": 634191872 }, { "epoch": 0.19, "learning_rate": 0.0008159679037111334, "loss": 1.5846, "theoretical_loss": 3.8462965239523204, "tokens_seen": 634257408 }, { "epoch": 0.19, "learning_rate": 0.0008159478435305919, "loss": 1.5438, "theoretical_loss": 3.846255763964594, "tokens_seen": 634322944 }, { "epoch": 0.19, "learning_rate": 0.0008159277833500501, "loss": 1.5796, "theoretical_loss": 3.846215009366819, "tokens_seen": 634388480 }, { "epoch": 0.19, "learning_rate": 0.0008159077231695086, "loss": 1.6794, "theoretical_loss": 3.8461742601577247, "tokens_seen": 634454016 }, { "epoch": 0.19, "learning_rate": 0.0008158876629889668, "loss": 1.5451, "theoretical_loss": 3.8461335163360433, "tokens_seen": 634519552 }, { "epoch": 0.19, "learning_rate": 0.0008158676028084253, "loss": 1.6057, "theoretical_loss": 3.8460927779005054, "tokens_seen": 634585088 }, { "epoch": 0.19, "learning_rate": 0.0008158475426278837, "loss": 1.664, "theoretical_loss": 3.846052044849843, "tokens_seen": 634650624 }, { "epoch": 0.19, "learning_rate": 0.000815827482447342, "loss": 1.6116, "theoretical_loss": 3.846011317182789, "tokens_seen": 634716160 }, { "epoch": 0.19, "learning_rate": 0.0008158074222668004, "loss": 1.5671, "theoretical_loss": 3.845970594898076, "tokens_seen": 634781696 }, { "epoch": 0.19, "learning_rate": 0.0008157873620862588, "loss": 1.6006, "theoretical_loss": 3.845929877994436, "tokens_seen": 634847232 }, { "epoch": 0.19, "learning_rate": 0.0008157673019057171, "loss": 1.5838, "theoretical_loss": 3.845889166470604, "tokens_seen": 634912768 }, { "epoch": 0.19, "learning_rate": 0.0008157472417251756, "loss": 1.5436, "theoretical_loss": 3.845848460325313, "tokens_seen": 634978304 }, { "epoch": 0.19, "learning_rate": 0.0008157271815446339, "loss": 1.7046, "theoretical_loss": 3.8458077595572977, "tokens_seen": 635043840 }, { "epoch": 0.19, "learning_rate": 0.0008157071213640923, "loss": 1.5955, "theoretical_loss": 3.8457670641652935, "tokens_seen": 635109376 }, { "epoch": 0.19, "learning_rate": 0.0008156870611835506, "loss": 1.5783, "theoretical_loss": 3.8457263741480343, "tokens_seen": 635174912 }, { "epoch": 0.19, "learning_rate": 0.000815667001003009, "loss": 1.573, "theoretical_loss": 3.8456856895042573, "tokens_seen": 635240448 }, { "epoch": 0.19, "learning_rate": 0.0008156469408224674, "loss": 1.5688, "theoretical_loss": 3.8456450102326976, "tokens_seen": 635305984 }, { "epoch": 0.19, "learning_rate": 0.0008156268806419258, "loss": 1.6171, "theoretical_loss": 3.8456043363320926, "tokens_seen": 635371520 }, { "epoch": 0.19, "learning_rate": 0.0008156068204613841, "loss": 1.5597, "theoretical_loss": 3.845563667801178, "tokens_seen": 635437056 }, { "epoch": 0.19, "learning_rate": 0.0008155867602808426, "loss": 1.6134, "theoretical_loss": 3.8455230046386926, "tokens_seen": 635502592 }, { "epoch": 0.19, "learning_rate": 0.0008155667001003009, "loss": 1.6806, "theoretical_loss": 3.845482346843373, "tokens_seen": 635568128 }, { "epoch": 0.19, "learning_rate": 0.0008155466399197593, "loss": 1.5767, "theoretical_loss": 3.845441694413959, "tokens_seen": 635633664 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.49294331669807434, "objective/train/docs_used": 236526, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5541789531707764, "objective/train/original_loss": 1.5541788339614868, "objective/train/theoretical_loss": 3.8454010473491884, "objective/train/tokens_used": 656159200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24326615035533905, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505311489105225, "objective/train/weighted_lm_loss": 1.6325575113296509, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 3.8454010473491884, "tokens_seen": 635699200 }, { "epoch": 0.19, "learning_rate": 0.0008155265797392176, "loss": 1.5994, "theoretical_loss": 3.8454010473491884, "tokens_seen": 635699200 }, { "epoch": 0.19, "learning_rate": 0.000815506519558676, "loss": 1.6319, "theoretical_loss": 3.8453604056477997, "tokens_seen": 635764736 }, { "epoch": 0.19, "learning_rate": 0.0008154864593781344, "loss": 1.579, "theoretical_loss": 3.8453197693085333, "tokens_seen": 635830272 }, { "epoch": 0.19, "learning_rate": 0.0008154663991975928, "loss": 1.6322, "theoretical_loss": 3.845279138330129, "tokens_seen": 635895808 }, { "epoch": 0.19, "learning_rate": 0.0008154463390170511, "loss": 1.5124, "theoretical_loss": 3.845238512711327, "tokens_seen": 635961344 }, { "epoch": 0.19, "learning_rate": 0.0008154262788365095, "loss": 1.5947, "theoretical_loss": 3.845197892450868, "tokens_seen": 636026880 }, { "epoch": 0.19, "learning_rate": 0.0008154062186559679, "loss": 1.6175, "theoretical_loss": 3.845157277547494, "tokens_seen": 636092416 }, { "epoch": 0.19, "learning_rate": 0.0008153861584754263, "loss": 1.6552, "theoretical_loss": 3.845116667999946, "tokens_seen": 636157952 }, { "epoch": 0.19, "learning_rate": 0.0008153660982948846, "loss": 1.6637, "theoretical_loss": 3.845076063806966, "tokens_seen": 636223488 }, { "epoch": 0.19, "learning_rate": 0.0008153460381143431, "loss": 1.6709, "theoretical_loss": 3.845035464967297, "tokens_seen": 636289024 }, { "epoch": 0.19, "learning_rate": 0.0008153259779338014, "loss": 1.6537, "theoretical_loss": 3.8449948714796816, "tokens_seen": 636354560 }, { "epoch": 0.19, "learning_rate": 0.0008153059177532598, "loss": 1.623, "theoretical_loss": 3.8449542833428634, "tokens_seen": 636420096 }, { "epoch": 0.19, "learning_rate": 0.0008152858575727183, "loss": 1.714, "theoretical_loss": 3.844913700555586, "tokens_seen": 636485632 }, { "epoch": 0.19, "learning_rate": 0.0008152657973921765, "loss": 1.5764, "theoretical_loss": 3.844873123116594, "tokens_seen": 636551168 }, { "epoch": 0.19, "learning_rate": 0.000815245737211635, "loss": 1.5439, "theoretical_loss": 3.844832551024631, "tokens_seen": 636616704 }, { "epoch": 0.19, "learning_rate": 0.0008152256770310933, "loss": 1.5508, "theoretical_loss": 3.8447919842784435, "tokens_seen": 636682240 }, { "epoch": 0.19, "learning_rate": 0.0008152056168505517, "loss": 1.579, "theoretical_loss": 3.8447514228767763, "tokens_seen": 636747776 }, { "epoch": 0.19, "learning_rate": 0.0008151855566700101, "loss": 1.5836, "theoretical_loss": 3.844710866818375, "tokens_seen": 636813312 }, { "epoch": 0.19, "learning_rate": 0.0008151654964894684, "loss": 1.862, "theoretical_loss": 3.844670316101986, "tokens_seen": 636878848 }, { "epoch": 0.19, "learning_rate": 0.0008151454363089268, "loss": 1.5483, "theoretical_loss": 3.844629770726357, "tokens_seen": 636944384 }, { "epoch": 0.19, "learning_rate": 0.0008151253761283853, "loss": 1.6434, "theoretical_loss": 3.844589230690234, "tokens_seen": 637009920 }, { "epoch": 0.19, "learning_rate": 0.0008151053159478435, "loss": 1.5362, "theoretical_loss": 3.844548695992365, "tokens_seen": 637075456 }, { "epoch": 0.19, "learning_rate": 0.000815085255767302, "loss": 1.6246, "theoretical_loss": 3.8445081666314986, "tokens_seen": 637140992 }, { "epoch": 0.19, "learning_rate": 0.0008150651955867602, "loss": 1.5281, "theoretical_loss": 3.8444676426063826, "tokens_seen": 637206528 }, { "epoch": 0.19, "learning_rate": 0.0008150451354062187, "loss": 1.6882, "theoretical_loss": 3.844427123915766, "tokens_seen": 637272064 }, { "epoch": 0.19, "learning_rate": 0.0008150250752256771, "loss": 1.5928, "theoretical_loss": 3.844386610558398, "tokens_seen": 637337600 }, { "epoch": 0.19, "learning_rate": 0.0008150050150451354, "loss": 1.568, "theoretical_loss": 3.844346102533029, "tokens_seen": 637403136 }, { "epoch": 0.19, "learning_rate": 0.0008149849548645938, "loss": 1.5826, "theoretical_loss": 3.8443055998384077, "tokens_seen": 637468672 }, { "epoch": 0.19, "learning_rate": 0.0008149648946840523, "loss": 1.516, "theoretical_loss": 3.8442651024732863, "tokens_seen": 637534208 }, { "epoch": 0.19, "learning_rate": 0.0008149448345035105, "loss": 1.6055, "theoretical_loss": 3.844224610436415, "tokens_seen": 637599744 }, { "epoch": 0.19, "learning_rate": 0.000814924774322969, "loss": 1.455, "theoretical_loss": 3.844184123726545, "tokens_seen": 637665280 }, { "epoch": 0.19, "learning_rate": 0.0008149047141424272, "loss": 1.5898, "theoretical_loss": 3.844143642342428, "tokens_seen": 637730816 }, { "epoch": 0.19, "learning_rate": 0.0008148846539618857, "loss": 1.605, "theoretical_loss": 3.8441031662828173, "tokens_seen": 637796352 }, { "epoch": 0.19, "learning_rate": 0.0008148645937813441, "loss": 1.6104, "theoretical_loss": 3.8440626955464645, "tokens_seen": 637861888 }, { "epoch": 0.19, "learning_rate": 0.0008148445336008024, "loss": 1.5913, "theoretical_loss": 3.844022230132123, "tokens_seen": 637927424 }, { "epoch": 0.19, "learning_rate": 0.0008148244734202608, "loss": 1.5559, "theoretical_loss": 3.8439817700385466, "tokens_seen": 637992960 }, { "epoch": 0.19, "learning_rate": 0.0008148044132397192, "loss": 1.6045, "theoretical_loss": 3.843941315264489, "tokens_seen": 638058496 }, { "epoch": 0.19, "learning_rate": 0.0008147843530591775, "loss": 1.7066, "theoretical_loss": 3.8439008658087044, "tokens_seen": 638124032 }, { "epoch": 0.19, "learning_rate": 0.000814764292878636, "loss": 1.5802, "theoretical_loss": 3.8438604216699477, "tokens_seen": 638189568 }, { "epoch": 0.19, "learning_rate": 0.0008147442326980943, "loss": 1.5175, "theoretical_loss": 3.843819982846974, "tokens_seen": 638255104 }, { "epoch": 0.19, "learning_rate": 0.0008147241725175527, "loss": 1.4899, "theoretical_loss": 3.8437795493385387, "tokens_seen": 638320640 }, { "epoch": 0.19, "learning_rate": 0.000814704112337011, "loss": 1.5917, "theoretical_loss": 3.8437391211433987, "tokens_seen": 638386176 }, { "epoch": 0.19, "learning_rate": 0.0008146840521564694, "loss": 1.6376, "theoretical_loss": 3.84369869826031, "tokens_seen": 638451712 }, { "epoch": 0.19, "learning_rate": 0.0008146639919759278, "loss": 1.5972, "theoretical_loss": 3.843658280688029, "tokens_seen": 638517248 }, { "epoch": 0.19, "learning_rate": 0.0008146439317953862, "loss": 1.6802, "theoretical_loss": 3.8436178684253126, "tokens_seen": 638582784 }, { "epoch": 0.19, "learning_rate": 0.0008146238716148445, "loss": 1.6295, "theoretical_loss": 3.84357746147092, "tokens_seen": 638648320 }, { "epoch": 0.19, "learning_rate": 0.000814603811434303, "loss": 1.7287, "theoretical_loss": 3.843537059823608, "tokens_seen": 638713856 }, { "epoch": 0.19, "learning_rate": 0.0008145837512537613, "loss": 1.6448, "theoretical_loss": 3.843496663482136, "tokens_seen": 638779392 }, { "epoch": 0.19, "learning_rate": 0.0008145636910732197, "loss": 1.5549, "theoretical_loss": 3.843456272445262, "tokens_seen": 638844928 }, { "epoch": 0.19, "learning_rate": 0.000814543630892678, "loss": 1.5987, "theoretical_loss": 3.8434158867117465, "tokens_seen": 638910464 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.49233630299568176, "objective/train/docs_used": 237858, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3402748107910156, "objective/train/original_loss": 1.3402745723724365, "objective/train/theoretical_loss": 3.8433755062803483, "objective/train/tokens_used": 659436000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2428392469882965, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05046808719635, "objective/train/weighted_lm_loss": 1.407797932624817, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8433755062803483, "tokens_seen": 638976000 }, { "epoch": 0.19, "learning_rate": 0.0008145235707121365, "loss": 1.3713, "theoretical_loss": 3.8433755062803483, "tokens_seen": 638976000 }, { "epoch": 0.19, "learning_rate": 0.0008145035105315948, "loss": 1.6112, "theoretical_loss": 3.8433351311498285, "tokens_seen": 639041536 }, { "epoch": 0.19, "learning_rate": 0.0008144834503510532, "loss": 1.6616, "theoretical_loss": 3.8432947613189468, "tokens_seen": 639107072 }, { "epoch": 0.19, "learning_rate": 0.0008144633901705115, "loss": 1.5815, "theoretical_loss": 3.843254396786465, "tokens_seen": 639172608 }, { "epoch": 0.19, "learning_rate": 0.0008144433299899699, "loss": 1.5886, "theoretical_loss": 3.843214037551144, "tokens_seen": 639238144 }, { "epoch": 0.19, "learning_rate": 0.0008144232698094283, "loss": 1.6515, "theoretical_loss": 3.843173683611746, "tokens_seen": 639303680 }, { "epoch": 0.19, "learning_rate": 0.0008144032096288867, "loss": 1.7762, "theoretical_loss": 3.8431333349670336, "tokens_seen": 639369216 }, { "epoch": 0.19, "learning_rate": 0.000814383149448345, "loss": 1.5744, "theoretical_loss": 3.8430929916157686, "tokens_seen": 639434752 }, { "epoch": 0.19, "learning_rate": 0.0008143630892678035, "loss": 1.4854, "theoretical_loss": 3.843052653556714, "tokens_seen": 639500288 }, { "epoch": 0.19, "learning_rate": 0.0008143430290872618, "loss": 1.6078, "theoretical_loss": 3.8430123207886346, "tokens_seen": 639565824 }, { "epoch": 0.19, "learning_rate": 0.0008143229689067202, "loss": 1.6266, "theoretical_loss": 3.842971993310294, "tokens_seen": 639631360 }, { "epoch": 0.19, "learning_rate": 0.0008143029087261785, "loss": 1.5957, "theoretical_loss": 3.8429316711204557, "tokens_seen": 639696896 }, { "epoch": 0.19, "learning_rate": 0.0008142828485456369, "loss": 1.5743, "theoretical_loss": 3.842891354217885, "tokens_seen": 639762432 }, { "epoch": 0.19, "learning_rate": 0.0008142627883650953, "loss": 1.6018, "theoretical_loss": 3.842851042601348, "tokens_seen": 639827968 }, { "epoch": 0.19, "learning_rate": 0.0008142427281845537, "loss": 1.5752, "theoretical_loss": 3.8428107362696085, "tokens_seen": 639893504 }, { "epoch": 0.19, "learning_rate": 0.000814222668004012, "loss": 1.5521, "theoretical_loss": 3.842770435221434, "tokens_seen": 639959040 }, { "epoch": 0.19, "learning_rate": 0.0008142026078234705, "loss": 1.5399, "theoretical_loss": 3.8427301394555897, "tokens_seen": 640024576 }, { "epoch": 0.19, "learning_rate": 0.0008141825476429287, "loss": 1.526, "theoretical_loss": 3.8426898489708434, "tokens_seen": 640090112 }, { "epoch": 0.19, "learning_rate": 0.0008141624874623872, "loss": 1.6133, "theoretical_loss": 3.842649563765962, "tokens_seen": 640155648 }, { "epoch": 0.19, "learning_rate": 0.0008141424272818456, "loss": 1.6805, "theoretical_loss": 3.8426092838397135, "tokens_seen": 640221184 }, { "epoch": 0.19, "learning_rate": 0.0008141223671013039, "loss": 1.7152, "theoretical_loss": 3.842569009190866, "tokens_seen": 640286720 }, { "epoch": 0.19, "learning_rate": 0.0008141023069207623, "loss": 1.5326, "theoretical_loss": 3.8425287398181873, "tokens_seen": 640352256 }, { "epoch": 0.19, "learning_rate": 0.0008140822467402206, "loss": 1.6237, "theoretical_loss": 3.8424884757204474, "tokens_seen": 640417792 }, { "epoch": 0.19, "learning_rate": 0.000814062186559679, "loss": 1.6939, "theoretical_loss": 3.8424482168964142, "tokens_seen": 640483328 }, { "epoch": 0.19, "learning_rate": 0.0008140421263791375, "loss": 1.5402, "theoretical_loss": 3.8424079633448587, "tokens_seen": 640548864 }, { "epoch": 0.19, "learning_rate": 0.0008140220661985957, "loss": 1.5025, "theoretical_loss": 3.8423677150645505, "tokens_seen": 640614400 }, { "epoch": 0.19, "learning_rate": 0.0008140020060180542, "loss": 1.6547, "theoretical_loss": 3.8423274720542606, "tokens_seen": 640679936 }, { "epoch": 0.19, "learning_rate": 0.0008139819458375126, "loss": 1.5912, "theoretical_loss": 3.8422872343127596, "tokens_seen": 640745472 }, { "epoch": 0.19, "learning_rate": 0.0008139618856569709, "loss": 1.5802, "theoretical_loss": 3.842247001838819, "tokens_seen": 640811008 }, { "epoch": 0.19, "learning_rate": 0.0008139418254764293, "loss": 1.4553, "theoretical_loss": 3.8422067746312107, "tokens_seen": 640876544 }, { "epoch": 0.19, "learning_rate": 0.0008139217652958876, "loss": 1.6781, "theoretical_loss": 3.842166552688706, "tokens_seen": 640942080 }, { "epoch": 0.19, "learning_rate": 0.000813901705115346, "loss": 1.5691, "theoretical_loss": 3.8421263360100797, "tokens_seen": 641007616 }, { "epoch": 0.19, "learning_rate": 0.0008138816449348045, "loss": 1.6562, "theoretical_loss": 3.8420861245941027, "tokens_seen": 641073152 }, { "epoch": 0.19, "learning_rate": 0.0008138615847542627, "loss": 1.6452, "theoretical_loss": 3.842045918439549, "tokens_seen": 641138688 }, { "epoch": 0.19, "learning_rate": 0.0008138415245737212, "loss": 1.5871, "theoretical_loss": 3.8420057175451934, "tokens_seen": 641204224 }, { "epoch": 0.19, "learning_rate": 0.0008138214643931795, "loss": 1.6131, "theoretical_loss": 3.8419655219098097, "tokens_seen": 641269760 }, { "epoch": 0.19, "learning_rate": 0.0008138014042126379, "loss": 1.6284, "theoretical_loss": 3.8419253315321713, "tokens_seen": 641335296 }, { "epoch": 0.19, "learning_rate": 0.0008137813440320964, "loss": 1.6019, "theoretical_loss": 3.8418851464110553, "tokens_seen": 641400832 }, { "epoch": 0.19, "learning_rate": 0.0008137612838515547, "loss": 1.6425, "theoretical_loss": 3.841844966545236, "tokens_seen": 641466368 }, { "epoch": 0.19, "learning_rate": 0.0008137412236710131, "loss": 1.5938, "theoretical_loss": 3.8418047919334892, "tokens_seen": 641531904 }, { "epoch": 0.19, "learning_rate": 0.0008137211634904714, "loss": 1.5786, "theoretical_loss": 3.8417646225745923, "tokens_seen": 641597440 }, { "epoch": 0.19, "learning_rate": 0.0008137011033099298, "loss": 1.5369, "theoretical_loss": 3.841724458467321, "tokens_seen": 641662976 }, { "epoch": 0.19, "learning_rate": 0.0008136810431293882, "loss": 1.6833, "theoretical_loss": 3.841684299610453, "tokens_seen": 641728512 }, { "epoch": 0.19, "learning_rate": 0.0008136609829488466, "loss": 1.5156, "theoretical_loss": 3.841644146002766, "tokens_seen": 641794048 }, { "epoch": 0.19, "learning_rate": 0.0008136409227683049, "loss": 1.5341, "theoretical_loss": 3.841603997643037, "tokens_seen": 641859584 }, { "epoch": 0.19, "learning_rate": 0.0008136208625877634, "loss": 1.687, "theoretical_loss": 3.8415638545300457, "tokens_seen": 641925120 }, { "epoch": 0.19, "learning_rate": 0.0008136008024072217, "loss": 1.5458, "theoretical_loss": 3.8415237166625698, "tokens_seen": 641990656 }, { "epoch": 0.19, "learning_rate": 0.0008135807422266801, "loss": 1.5651, "theoretical_loss": 3.8414835840393886, "tokens_seen": 642056192 }, { "epoch": 0.19, "learning_rate": 0.0008135606820461384, "loss": 1.4712, "theoretical_loss": 3.8414434566592828, "tokens_seen": 642121728 }, { "epoch": 0.19, "learning_rate": 0.0008135406218655969, "loss": 1.5997, "theoretical_loss": 3.8414033345210314, "tokens_seen": 642187264 }, { "epoch": 0.19, "objective/train/advantage_avg": 0.49311363697052, "objective/train/docs_used": 239059, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5280405282974243, "objective/train/original_loss": 1.5280404090881348, "objective/train/theoretical_loss": 3.8413632176234147, "objective/train/tokens_used": 662712800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24341195821762085, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050548791885376, "objective/train/weighted_lm_loss": 1.6052095890045166, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.8413632176234147, "tokens_seen": 642252800 }, { "epoch": 0.19, "learning_rate": 0.0008135205616850552, "loss": 1.7193, "theoretical_loss": 3.8413632176234147, "tokens_seen": 642252800 }, { "epoch": 0.19, "learning_rate": 0.0008135005015045136, "loss": 1.5913, "theoretical_loss": 3.8413231059652144, "tokens_seen": 642318336 }, { "epoch": 0.19, "learning_rate": 0.0008134804413239719, "loss": 1.6132, "theoretical_loss": 3.8412829995452107, "tokens_seen": 642383872 }, { "epoch": 0.19, "learning_rate": 0.0008134603811434303, "loss": 1.734, "theoretical_loss": 3.8412428983621867, "tokens_seen": 642449408 }, { "epoch": 0.19, "learning_rate": 0.0008134403209628887, "loss": 1.7358, "theoretical_loss": 3.8412028024149225, "tokens_seen": 642514944 }, { "epoch": 0.19, "learning_rate": 0.0008134202607823471, "loss": 1.5482, "theoretical_loss": 3.8411627117022022, "tokens_seen": 642580480 }, { "epoch": 0.19, "learning_rate": 0.0008134002006018054, "loss": 1.5465, "theoretical_loss": 3.8411226262228078, "tokens_seen": 642646016 }, { "epoch": 0.19, "learning_rate": 0.0008133801404212639, "loss": 1.6358, "theoretical_loss": 3.841082545975523, "tokens_seen": 642711552 }, { "epoch": 0.19, "learning_rate": 0.0008133600802407222, "loss": 1.5882, "theoretical_loss": 3.841042470959131, "tokens_seen": 642777088 }, { "epoch": 0.19, "learning_rate": 0.0008133400200601806, "loss": 1.5375, "theoretical_loss": 3.8410024011724166, "tokens_seen": 642842624 }, { "epoch": 0.19, "learning_rate": 0.0008133199598796389, "loss": 1.5786, "theoretical_loss": 3.840962336614164, "tokens_seen": 642908160 }, { "epoch": 0.19, "learning_rate": 0.0008132998996990973, "loss": 1.6254, "theoretical_loss": 3.8409222772831577, "tokens_seen": 642973696 }, { "epoch": 0.19, "learning_rate": 0.0008132798395185557, "loss": 1.5837, "theoretical_loss": 3.840882223178183, "tokens_seen": 643039232 }, { "epoch": 0.19, "learning_rate": 0.0008132597793380141, "loss": 1.6823, "theoretical_loss": 3.8408421742980265, "tokens_seen": 643104768 }, { "epoch": 0.19, "learning_rate": 0.0008132397191574724, "loss": 1.5178, "theoretical_loss": 3.8408021306414737, "tokens_seen": 643170304 }, { "epoch": 0.19, "learning_rate": 0.0008132196589769309, "loss": 1.6362, "theoretical_loss": 3.840762092207311, "tokens_seen": 643235840 }, { "epoch": 0.19, "learning_rate": 0.0008131995987963891, "loss": 1.6533, "theoretical_loss": 3.8407220589943254, "tokens_seen": 643301376 }, { "epoch": 0.19, "learning_rate": 0.0008131795386158476, "loss": 1.6076, "theoretical_loss": 3.840682031001305, "tokens_seen": 643366912 }, { "epoch": 0.19, "learning_rate": 0.000813159478435306, "loss": 1.5621, "theoretical_loss": 3.840642008227036, "tokens_seen": 643432448 }, { "epoch": 0.19, "learning_rate": 0.0008131394182547643, "loss": 1.5643, "theoretical_loss": 3.840601990670308, "tokens_seen": 643497984 }, { "epoch": 0.2, "learning_rate": 0.0008131193580742227, "loss": 1.4832, "theoretical_loss": 3.8405619783299083, "tokens_seen": 643563520 }, { "epoch": 0.2, "learning_rate": 0.000813099297893681, "loss": 1.4709, "theoretical_loss": 3.8405219712046272, "tokens_seen": 643629056 }, { "epoch": 0.2, "learning_rate": 0.0008130792377131394, "loss": 1.5877, "theoretical_loss": 3.8404819692932533, "tokens_seen": 643694592 }, { "epoch": 0.2, "learning_rate": 0.0008130591775325979, "loss": 1.5957, "theoretical_loss": 3.840441972594576, "tokens_seen": 643760128 }, { "epoch": 0.2, "learning_rate": 0.0008130391173520561, "loss": 1.6079, "theoretical_loss": 3.8404019811073864, "tokens_seen": 643825664 }, { "epoch": 0.2, "learning_rate": 0.0008130190571715146, "loss": 1.5431, "theoretical_loss": 3.8403619948304746, "tokens_seen": 643891200 }, { "epoch": 0.2, "learning_rate": 0.000812998996990973, "loss": 1.5753, "theoretical_loss": 3.8403220137626315, "tokens_seen": 643956736 }, { "epoch": 0.2, "learning_rate": 0.0008129789368104313, "loss": 1.5984, "theoretical_loss": 3.8402820379026483, "tokens_seen": 644022272 }, { "epoch": 0.2, "learning_rate": 0.0008129588766298897, "loss": 1.577, "theoretical_loss": 3.840242067249317, "tokens_seen": 644087808 }, { "epoch": 0.2, "learning_rate": 0.000812938816449348, "loss": 1.5498, "theoretical_loss": 3.84020210180143, "tokens_seen": 644153344 }, { "epoch": 0.2, "learning_rate": 0.0008129187562688064, "loss": 1.5375, "theoretical_loss": 3.84016214155778, "tokens_seen": 644218880 }, { "epoch": 0.2, "learning_rate": 0.0008128986960882649, "loss": 1.6124, "theoretical_loss": 3.8401221865171595, "tokens_seen": 644284416 }, { "epoch": 0.2, "learning_rate": 0.0008128786359077231, "loss": 1.5779, "theoretical_loss": 3.840082236678362, "tokens_seen": 644349952 }, { "epoch": 0.2, "learning_rate": 0.0008128585757271816, "loss": 1.534, "theoretical_loss": 3.8400422920401818, "tokens_seen": 644415488 }, { "epoch": 0.2, "learning_rate": 0.0008128385155466399, "loss": 1.5585, "theoretical_loss": 3.840002352601412, "tokens_seen": 644481024 }, { "epoch": 0.2, "learning_rate": 0.0008128184553660983, "loss": 1.6898, "theoretical_loss": 3.8399624183608485, "tokens_seen": 644546560 }, { "epoch": 0.2, "learning_rate": 0.0008127983951855567, "loss": 1.6361, "theoretical_loss": 3.8399224893172854, "tokens_seen": 644612096 }, { "epoch": 0.2, "learning_rate": 0.000812778335005015, "loss": 1.6244, "theoretical_loss": 3.8398825654695186, "tokens_seen": 644677632 }, { "epoch": 0.2, "learning_rate": 0.0008127582748244734, "loss": 1.6029, "theoretical_loss": 3.8398426468163436, "tokens_seen": 644743168 }, { "epoch": 0.2, "learning_rate": 0.0008127382146439318, "loss": 1.5932, "theoretical_loss": 3.8398027333565565, "tokens_seen": 644808704 }, { "epoch": 0.2, "learning_rate": 0.0008127181544633901, "loss": 1.5407, "theoretical_loss": 3.839762825088955, "tokens_seen": 644874240 }, { "epoch": 0.2, "learning_rate": 0.0008126980942828486, "loss": 1.6714, "theoretical_loss": 3.839722922012334, "tokens_seen": 644939776 }, { "epoch": 0.2, "learning_rate": 0.0008126780341023069, "loss": 1.681, "theoretical_loss": 3.8396830241254927, "tokens_seen": 645005312 }, { "epoch": 0.2, "learning_rate": 0.0008126579739217653, "loss": 1.7181, "theoretical_loss": 3.839643131427229, "tokens_seen": 645070848 }, { "epoch": 0.2, "learning_rate": 0.0008126379137412237, "loss": 1.6032, "theoretical_loss": 3.8396032439163394, "tokens_seen": 645136384 }, { "epoch": 0.2, "learning_rate": 0.0008126178535606821, "loss": 1.5822, "theoretical_loss": 3.8395633615916243, "tokens_seen": 645201920 }, { "epoch": 0.2, "learning_rate": 0.0008125977933801404, "loss": 1.6175, "theoretical_loss": 3.839523484451882, "tokens_seen": 645267456 }, { "epoch": 0.2, "learning_rate": 0.0008125777331995988, "loss": 1.5985, "theoretical_loss": 3.8394836124959113, "tokens_seen": 645332992 }, { "epoch": 0.2, "learning_rate": 0.0008125576730190571, "loss": 1.6482, "theoretical_loss": 3.8394437457225132, "tokens_seen": 645398528 }, { "epoch": 0.2, "learning_rate": 0.0008125376128385156, "loss": 1.6193, "theoretical_loss": 3.8394038841304874, "tokens_seen": 645464064 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.4884245991706848, "objective/train/docs_used": 240316, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5354140996932983, "objective/train/original_loss": 1.5354139804840088, "objective/train/theoretical_loss": 3.8393640277186343, "objective/train/tokens_used": 665989600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23942209780216217, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500595569610596, "objective/train/weighted_lm_loss": 1.611963152885437, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8393640277186343, "tokens_seen": 645529600 }, { "epoch": 0.2, "learning_rate": 0.0008125175526579739, "loss": 1.566, "theoretical_loss": 3.8393640277186343, "tokens_seen": 645529600 }, { "epoch": 0.2, "learning_rate": 0.0008124974924774323, "loss": 1.6982, "theoretical_loss": 3.839324176485755, "tokens_seen": 645595136 }, { "epoch": 0.2, "learning_rate": 0.0008124774322968906, "loss": 1.7881, "theoretical_loss": 3.839284330430651, "tokens_seen": 645660672 }, { "epoch": 0.2, "learning_rate": 0.0008124573721163491, "loss": 1.5892, "theoretical_loss": 3.839244489552124, "tokens_seen": 645726208 }, { "epoch": 0.2, "learning_rate": 0.0008124373119358074, "loss": 1.6584, "theoretical_loss": 3.8392046538489764, "tokens_seen": 645791744 }, { "epoch": 0.2, "learning_rate": 0.0008124172517552658, "loss": 1.6323, "theoretical_loss": 3.839164823320011, "tokens_seen": 645857280 }, { "epoch": 0.2, "learning_rate": 0.0008123971915747242, "loss": 1.6147, "theoretical_loss": 3.8391249979640305, "tokens_seen": 645922816 }, { "epoch": 0.2, "learning_rate": 0.0008123771313941825, "loss": 1.6646, "theoretical_loss": 3.839085177779838, "tokens_seen": 645988352 }, { "epoch": 0.2, "learning_rate": 0.0008123570712136409, "loss": 1.6631, "theoretical_loss": 3.839045362766238, "tokens_seen": 646053888 }, { "epoch": 0.2, "learning_rate": 0.0008123370110330993, "loss": 1.4806, "theoretical_loss": 3.8390055529220337, "tokens_seen": 646119424 }, { "epoch": 0.2, "learning_rate": 0.0008123169508525576, "loss": 1.5989, "theoretical_loss": 3.8389657482460313, "tokens_seen": 646184960 }, { "epoch": 0.2, "learning_rate": 0.0008122968906720161, "loss": 1.5877, "theoretical_loss": 3.838925948737034, "tokens_seen": 646250496 }, { "epoch": 0.2, "learning_rate": 0.0008122768304914745, "loss": 1.5171, "theoretical_loss": 3.8388861543938484, "tokens_seen": 646316032 }, { "epoch": 0.2, "learning_rate": 0.0008122567703109328, "loss": 1.5722, "theoretical_loss": 3.8388463652152796, "tokens_seen": 646381568 }, { "epoch": 0.2, "learning_rate": 0.0008122367101303913, "loss": 1.5325, "theoretical_loss": 3.838806581200134, "tokens_seen": 646447104 }, { "epoch": 0.2, "learning_rate": 0.0008122166499498495, "loss": 1.5838, "theoretical_loss": 3.8387668023472195, "tokens_seen": 646512640 }, { "epoch": 0.2, "learning_rate": 0.000812196589769308, "loss": 1.6213, "theoretical_loss": 3.8387270286553408, "tokens_seen": 646578176 }, { "epoch": 0.2, "learning_rate": 0.0008121765295887664, "loss": 1.699, "theoretical_loss": 3.838687260123306, "tokens_seen": 646643712 }, { "epoch": 0.2, "learning_rate": 0.0008121564694082247, "loss": 1.5451, "theoretical_loss": 3.838647496749924, "tokens_seen": 646709248 }, { "epoch": 0.2, "learning_rate": 0.0008121364092276831, "loss": 1.6904, "theoretical_loss": 3.838607738534002, "tokens_seen": 646774784 }, { "epoch": 0.2, "learning_rate": 0.0008121163490471414, "loss": 1.7643, "theoretical_loss": 3.8385679854743486, "tokens_seen": 646840320 }, { "epoch": 0.2, "learning_rate": 0.0008120962888665998, "loss": 1.6247, "theoretical_loss": 3.838528237569773, "tokens_seen": 646905856 }, { "epoch": 0.2, "learning_rate": 0.0008120762286860583, "loss": 1.4815, "theoretical_loss": 3.8384884948190847, "tokens_seen": 646971392 }, { "epoch": 0.2, "learning_rate": 0.0008120561685055165, "loss": 1.5986, "theoretical_loss": 3.8384487572210935, "tokens_seen": 647036928 }, { "epoch": 0.2, "learning_rate": 0.000812036108324975, "loss": 1.6638, "theoretical_loss": 3.8384090247746085, "tokens_seen": 647102464 }, { "epoch": 0.2, "learning_rate": 0.0008120160481444334, "loss": 1.6351, "theoretical_loss": 3.8383692974784416, "tokens_seen": 647168000 }, { "epoch": 0.2, "learning_rate": 0.0008119959879638917, "loss": 1.569, "theoretical_loss": 3.838329575331403, "tokens_seen": 647233536 }, { "epoch": 0.2, "learning_rate": 0.0008119759277833501, "loss": 1.5627, "theoretical_loss": 3.8382898583323044, "tokens_seen": 647299072 }, { "epoch": 0.2, "learning_rate": 0.0008119558676028084, "loss": 1.568, "theoretical_loss": 3.8382501464799565, "tokens_seen": 647364608 }, { "epoch": 0.2, "learning_rate": 0.0008119358074222668, "loss": 1.5953, "theoretical_loss": 3.8382104397731736, "tokens_seen": 647430144 }, { "epoch": 0.2, "learning_rate": 0.0008119157472417253, "loss": 1.6566, "theoretical_loss": 3.8381707382107657, "tokens_seen": 647495680 }, { "epoch": 0.2, "learning_rate": 0.0008118956870611835, "loss": 1.649, "theoretical_loss": 3.8381310417915477, "tokens_seen": 647561216 }, { "epoch": 0.2, "learning_rate": 0.000811875626880642, "loss": 1.7117, "theoretical_loss": 3.8380913505143317, "tokens_seen": 647626752 }, { "epoch": 0.2, "learning_rate": 0.0008118555667001003, "loss": 1.6518, "theoretical_loss": 3.8380516643779323, "tokens_seen": 647692288 }, { "epoch": 0.2, "learning_rate": 0.0008118355065195587, "loss": 1.6882, "theoretical_loss": 3.838011983381162, "tokens_seen": 647757824 }, { "epoch": 0.2, "learning_rate": 0.0008118154463390171, "loss": 1.6258, "theoretical_loss": 3.837972307522837, "tokens_seen": 647823360 }, { "epoch": 0.2, "learning_rate": 0.0008117953861584755, "loss": 1.5789, "theoretical_loss": 3.837932636801772, "tokens_seen": 647888896 }, { "epoch": 0.2, "learning_rate": 0.0008117753259779338, "loss": 1.5619, "theoretical_loss": 3.8378929712167817, "tokens_seen": 647954432 }, { "epoch": 0.2, "learning_rate": 0.0008117552657973922, "loss": 1.5697, "theoretical_loss": 3.8378533107666817, "tokens_seen": 648019968 }, { "epoch": 0.2, "learning_rate": 0.0008117352056168505, "loss": 1.612, "theoretical_loss": 3.8378136554502884, "tokens_seen": 648085504 }, { "epoch": 0.2, "learning_rate": 0.000811715145436309, "loss": 1.7064, "theoretical_loss": 3.837774005266418, "tokens_seen": 648151040 }, { "epoch": 0.2, "learning_rate": 0.0008116950852557673, "loss": 1.6931, "theoretical_loss": 3.8377343602138874, "tokens_seen": 648216576 }, { "epoch": 0.2, "learning_rate": 0.0008116750250752257, "loss": 1.6846, "theoretical_loss": 3.8376947202915144, "tokens_seen": 648282112 }, { "epoch": 0.2, "learning_rate": 0.0008116549648946841, "loss": 1.612, "theoretical_loss": 3.8376550854981155, "tokens_seen": 648347648 }, { "epoch": 0.2, "learning_rate": 0.0008116349047141425, "loss": 1.6302, "theoretical_loss": 3.83761545583251, "tokens_seen": 648413184 }, { "epoch": 0.2, "learning_rate": 0.0008116148445336008, "loss": 1.5701, "theoretical_loss": 3.837575831293515, "tokens_seen": 648478720 }, { "epoch": 0.2, "learning_rate": 0.0008115947843530592, "loss": 1.627, "theoretical_loss": 3.8375362118799505, "tokens_seen": 648544256 }, { "epoch": 0.2, "learning_rate": 0.0008115747241725175, "loss": 1.5537, "theoretical_loss": 3.837496597590635, "tokens_seen": 648609792 }, { "epoch": 0.2, "learning_rate": 0.000811554663991976, "loss": 1.6683, "theoretical_loss": 3.837456988424388, "tokens_seen": 648675328 }, { "epoch": 0.2, "learning_rate": 0.0008115346038114343, "loss": 1.5657, "theoretical_loss": 3.8374173843800303, "tokens_seen": 648740864 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.4949766993522644, "objective/train/docs_used": 241544, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4393831491470337, "objective/train/original_loss": 1.4393832683563232, "objective/train/theoretical_loss": 3.8373777854563813, "objective/train/tokens_used": 669266400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2453908920288086, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507452487945557, "objective/train/weighted_lm_loss": 1.512376308441162, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8373777854563813, "tokens_seen": 648806400 }, { "epoch": 0.2, "learning_rate": 0.0008115145436308927, "loss": 1.6015, "theoretical_loss": 3.8373777854563813, "tokens_seen": 648806400 }, { "epoch": 0.2, "learning_rate": 0.000811494483450351, "loss": 1.5641, "theoretical_loss": 3.8373381916522624, "tokens_seen": 648871936 }, { "epoch": 0.2, "learning_rate": 0.0008114744232698095, "loss": 1.6364, "theoretical_loss": 3.8372986029664946, "tokens_seen": 648937472 }, { "epoch": 0.2, "learning_rate": 0.0008114543630892678, "loss": 1.6498, "theoretical_loss": 3.8372590193978993, "tokens_seen": 649003008 }, { "epoch": 0.2, "learning_rate": 0.0008114343029087262, "loss": 1.6915, "theoretical_loss": 3.837219440945298, "tokens_seen": 649068544 }, { "epoch": 0.2, "learning_rate": 0.0008114142427281846, "loss": 1.6399, "theoretical_loss": 3.8371798676075146, "tokens_seen": 649134080 }, { "epoch": 0.2, "learning_rate": 0.0008113941825476429, "loss": 1.5462, "theoretical_loss": 3.83714029938337, "tokens_seen": 649199616 }, { "epoch": 0.2, "learning_rate": 0.0008113741223671013, "loss": 1.6549, "theoretical_loss": 3.837100736271688, "tokens_seen": 649265152 }, { "epoch": 0.2, "learning_rate": 0.0008113540621865597, "loss": 1.5815, "theoretical_loss": 3.8370611782712922, "tokens_seen": 649330688 }, { "epoch": 0.2, "learning_rate": 0.000811334002006018, "loss": 1.6956, "theoretical_loss": 3.8370216253810066, "tokens_seen": 649396224 }, { "epoch": 0.2, "learning_rate": 0.0008113139418254765, "loss": 1.7814, "theoretical_loss": 3.8369820775996555, "tokens_seen": 649461760 }, { "epoch": 0.2, "learning_rate": 0.0008112938816449348, "loss": 1.5998, "theoretical_loss": 3.836942534926063, "tokens_seen": 649527296 }, { "epoch": 0.2, "learning_rate": 0.0008112738214643932, "loss": 1.5409, "theoretical_loss": 3.8369029973590543, "tokens_seen": 649592832 }, { "epoch": 0.2, "learning_rate": 0.0008112537612838516, "loss": 1.5699, "theoretical_loss": 3.8368634648974558, "tokens_seen": 649658368 }, { "epoch": 0.2, "learning_rate": 0.0008112337011033099, "loss": 1.6917, "theoretical_loss": 3.8368239375400917, "tokens_seen": 649723904 }, { "epoch": 0.2, "learning_rate": 0.0008112136409227683, "loss": 1.6013, "theoretical_loss": 3.8367844152857895, "tokens_seen": 649789440 }, { "epoch": 0.2, "learning_rate": 0.0008111935807422268, "loss": 1.5228, "theoretical_loss": 3.836744898133376, "tokens_seen": 649854976 }, { "epoch": 0.2, "learning_rate": 0.000811173520561685, "loss": 1.6308, "theoretical_loss": 3.836705386081676, "tokens_seen": 649920512 }, { "epoch": 0.2, "learning_rate": 0.0008111534603811435, "loss": 1.6035, "theoretical_loss": 3.83666587912952, "tokens_seen": 649986048 }, { "epoch": 0.2, "learning_rate": 0.0008111334002006017, "loss": 1.5487, "theoretical_loss": 3.8366263772757336, "tokens_seen": 650051584 }, { "epoch": 0.2, "learning_rate": 0.0008111133400200602, "loss": 1.5378, "theoretical_loss": 3.8365868805191456, "tokens_seen": 650117120 }, { "epoch": 0.2, "learning_rate": 0.0008110932798395186, "loss": 1.5322, "theoretical_loss": 3.836547388858585, "tokens_seen": 650182656 }, { "epoch": 0.2, "learning_rate": 0.0008110732196589769, "loss": 1.5584, "theoretical_loss": 3.8365079022928796, "tokens_seen": 650248192 }, { "epoch": 0.2, "learning_rate": 0.0008110531594784353, "loss": 1.7369, "theoretical_loss": 3.836468420820859, "tokens_seen": 650313728 }, { "epoch": 0.2, "learning_rate": 0.0008110330992978938, "loss": 1.5655, "theoretical_loss": 3.836428944441354, "tokens_seen": 650379264 }, { "epoch": 0.2, "learning_rate": 0.000811013039117352, "loss": 1.6268, "theoretical_loss": 3.8363894731531936, "tokens_seen": 650444800 }, { "epoch": 0.2, "learning_rate": 0.0008109929789368105, "loss": 1.6064, "theoretical_loss": 3.8363500069552092, "tokens_seen": 650510336 }, { "epoch": 0.2, "learning_rate": 0.0008109729187562687, "loss": 1.6259, "theoretical_loss": 3.8363105458462305, "tokens_seen": 650575872 }, { "epoch": 0.2, "learning_rate": 0.0008109528585757272, "loss": 1.5815, "theoretical_loss": 3.8362710898250896, "tokens_seen": 650641408 }, { "epoch": 0.2, "learning_rate": 0.0008109327983951856, "loss": 1.6482, "theoretical_loss": 3.8362316388906184, "tokens_seen": 650706944 }, { "epoch": 0.2, "learning_rate": 0.0008109127382146439, "loss": 1.5952, "theoretical_loss": 3.836192193041647, "tokens_seen": 650772480 }, { "epoch": 0.2, "learning_rate": 0.0008108926780341023, "loss": 1.6838, "theoretical_loss": 3.8361527522770107, "tokens_seen": 650838016 }, { "epoch": 0.2, "learning_rate": 0.0008108726178535607, "loss": 1.5973, "theoretical_loss": 3.83611331659554, "tokens_seen": 650903552 }, { "epoch": 0.2, "learning_rate": 0.000810852557673019, "loss": 1.575, "theoretical_loss": 3.8360738859960692, "tokens_seen": 650969088 }, { "epoch": 0.2, "learning_rate": 0.0008108324974924775, "loss": 1.5135, "theoretical_loss": 3.836034460477431, "tokens_seen": 651034624 }, { "epoch": 0.2, "learning_rate": 0.0008108124373119357, "loss": 1.4913, "theoretical_loss": 3.8359950400384606, "tokens_seen": 651100160 }, { "epoch": 0.2, "learning_rate": 0.0008107923771313942, "loss": 1.5501, "theoretical_loss": 3.8359556246779913, "tokens_seen": 651165696 }, { "epoch": 0.2, "learning_rate": 0.0008107723169508526, "loss": 1.6536, "theoretical_loss": 3.8359162143948584, "tokens_seen": 651231232 }, { "epoch": 0.2, "learning_rate": 0.0008107522567703109, "loss": 1.7162, "theoretical_loss": 3.835876809187896, "tokens_seen": 651296768 }, { "epoch": 0.2, "learning_rate": 0.0008107321965897694, "loss": 1.622, "theoretical_loss": 3.8358374090559413, "tokens_seen": 651362304 }, { "epoch": 0.2, "learning_rate": 0.0008107121364092277, "loss": 1.6346, "theoretical_loss": 3.8357980139978283, "tokens_seen": 651427840 }, { "epoch": 0.2, "learning_rate": 0.0008106920762286861, "loss": 1.64, "theoretical_loss": 3.835758624012395, "tokens_seen": 651493376 }, { "epoch": 0.2, "learning_rate": 0.0008106720160481445, "loss": 1.7091, "theoretical_loss": 3.835719239098477, "tokens_seen": 651558912 }, { "epoch": 0.2, "learning_rate": 0.0008106519558676029, "loss": 1.6619, "theoretical_loss": 3.835679859254911, "tokens_seen": 651624448 }, { "epoch": 0.2, "learning_rate": 0.0008106318956870612, "loss": 1.6016, "theoretical_loss": 3.8356404844805354, "tokens_seen": 651689984 }, { "epoch": 0.2, "learning_rate": 0.0008106118355065196, "loss": 1.6643, "theoretical_loss": 3.835601114774188, "tokens_seen": 651755520 }, { "epoch": 0.2, "learning_rate": 0.0008105917753259779, "loss": 1.6405, "theoretical_loss": 3.8355617501347057, "tokens_seen": 651821056 }, { "epoch": 0.2, "learning_rate": 0.0008105717151454364, "loss": 1.6398, "theoretical_loss": 3.8355223905609277, "tokens_seen": 651886592 }, { "epoch": 0.2, "learning_rate": 0.0008105516549648947, "loss": 1.5885, "theoretical_loss": 3.835483036051694, "tokens_seen": 651952128 }, { "epoch": 0.2, "learning_rate": 0.0008105315947843531, "loss": 1.6238, "theoretical_loss": 3.835443686605842, "tokens_seen": 652017664 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.49520987272262573, "objective/train/docs_used": 242832, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5519492626190186, "objective/train/original_loss": 1.5519492626190186, "objective/train/theoretical_loss": 3.8354043422222133, "objective/train/tokens_used": 672543200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24547232687473297, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507689714431763, "objective/train/weighted_lm_loss": 1.6308265924453735, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8354043422222133, "tokens_seen": 652083200 }, { "epoch": 0.2, "learning_rate": 0.0008105115346038114, "loss": 1.5766, "theoretical_loss": 3.8354043422222133, "tokens_seen": 652083200 }, { "epoch": 0.2, "learning_rate": 0.0008104914744232699, "loss": 1.6648, "theoretical_loss": 3.835365002899647, "tokens_seen": 652148736 }, { "epoch": 0.2, "learning_rate": 0.0008104714142427282, "loss": 1.5517, "theoretical_loss": 3.835325668636983, "tokens_seen": 652214272 }, { "epoch": 0.2, "learning_rate": 0.0008104513540621866, "loss": 1.5991, "theoretical_loss": 3.835286339433064, "tokens_seen": 652279808 }, { "epoch": 0.2, "learning_rate": 0.000810431293881645, "loss": 1.7126, "theoretical_loss": 3.835247015286729, "tokens_seen": 652345344 }, { "epoch": 0.2, "learning_rate": 0.0008104112337011033, "loss": 1.6634, "theoretical_loss": 3.8352076961968207, "tokens_seen": 652410880 }, { "epoch": 0.2, "learning_rate": 0.0008103911735205617, "loss": 1.5613, "theoretical_loss": 3.8351683821621814, "tokens_seen": 652476416 }, { "epoch": 0.2, "learning_rate": 0.0008103711133400201, "loss": 1.5562, "theoretical_loss": 3.8351290731816534, "tokens_seen": 652541952 }, { "epoch": 0.2, "learning_rate": 0.0008103510531594784, "loss": 1.6435, "theoretical_loss": 3.835089769254079, "tokens_seen": 652607488 }, { "epoch": 0.2, "learning_rate": 0.0008103309929789369, "loss": 1.7236, "theoretical_loss": 3.8350504703783015, "tokens_seen": 652673024 }, { "epoch": 0.2, "learning_rate": 0.0008103109327983952, "loss": 1.6332, "theoretical_loss": 3.8350111765531647, "tokens_seen": 652738560 }, { "epoch": 0.2, "learning_rate": 0.0008102908726178536, "loss": 1.6058, "theoretical_loss": 3.8349718877775123, "tokens_seen": 652804096 }, { "epoch": 0.2, "learning_rate": 0.000810270812437312, "loss": 1.5609, "theoretical_loss": 3.8349326040501888, "tokens_seen": 652869632 }, { "epoch": 0.2, "learning_rate": 0.0008102507522567703, "loss": 1.6216, "theoretical_loss": 3.834893325370038, "tokens_seen": 652935168 }, { "epoch": 0.2, "learning_rate": 0.0008102306920762287, "loss": 1.6131, "theoretical_loss": 3.834854051735906, "tokens_seen": 653000704 }, { "epoch": 0.2, "learning_rate": 0.0008102106318956872, "loss": 1.678, "theoretical_loss": 3.834814783146638, "tokens_seen": 653066240 }, { "epoch": 0.2, "learning_rate": 0.0008101905717151454, "loss": 1.5165, "theoretical_loss": 3.834775519601079, "tokens_seen": 653131776 }, { "epoch": 0.2, "learning_rate": 0.0008101705115346039, "loss": 1.7688, "theoretical_loss": 3.8347362610980764, "tokens_seen": 653197312 }, { "epoch": 0.2, "learning_rate": 0.0008101504513540621, "loss": 1.604, "theoretical_loss": 3.8346970076364757, "tokens_seen": 653262848 }, { "epoch": 0.2, "learning_rate": 0.0008101303911735206, "loss": 1.5796, "theoretical_loss": 3.8346577592151245, "tokens_seen": 653328384 }, { "epoch": 0.2, "learning_rate": 0.000810110330992979, "loss": 1.5307, "theoretical_loss": 3.83461851583287, "tokens_seen": 653393920 }, { "epoch": 0.2, "learning_rate": 0.0008100902708124373, "loss": 1.6857, "theoretical_loss": 3.83457927748856, "tokens_seen": 653459456 }, { "epoch": 0.2, "learning_rate": 0.0008100702106318957, "loss": 1.6034, "theoretical_loss": 3.8345400441810424, "tokens_seen": 653524992 }, { "epoch": 0.2, "learning_rate": 0.0008100501504513542, "loss": 1.619, "theoretical_loss": 3.8345008159091654, "tokens_seen": 653590528 }, { "epoch": 0.2, "learning_rate": 0.0008100300902708124, "loss": 1.6036, "theoretical_loss": 3.8344615926717784, "tokens_seen": 653656064 }, { "epoch": 0.2, "learning_rate": 0.0008100100300902709, "loss": 1.6723, "theoretical_loss": 3.8344223744677297, "tokens_seen": 653721600 }, { "epoch": 0.2, "learning_rate": 0.0008099899699097291, "loss": 1.6536, "theoretical_loss": 3.8343831612958703, "tokens_seen": 653787136 }, { "epoch": 0.2, "learning_rate": 0.0008099699097291876, "loss": 1.6551, "theoretical_loss": 3.834343953155049, "tokens_seen": 653852672 }, { "epoch": 0.2, "learning_rate": 0.000809949849548646, "loss": 1.5267, "theoretical_loss": 3.834304750044117, "tokens_seen": 653918208 }, { "epoch": 0.2, "learning_rate": 0.0008099297893681043, "loss": 1.7122, "theoretical_loss": 3.8342655519619244, "tokens_seen": 653983744 }, { "epoch": 0.2, "learning_rate": 0.0008099097291875627, "loss": 1.6517, "theoretical_loss": 3.834226358907322, "tokens_seen": 654049280 }, { "epoch": 0.2, "learning_rate": 0.0008098896690070211, "loss": 1.6659, "theoretical_loss": 3.8341871708791624, "tokens_seen": 654114816 }, { "epoch": 0.2, "learning_rate": 0.0008098696088264794, "loss": 1.5852, "theoretical_loss": 3.8341479878762965, "tokens_seen": 654180352 }, { "epoch": 0.2, "learning_rate": 0.0008098495486459379, "loss": 1.5873, "theoretical_loss": 3.834108809897577, "tokens_seen": 654245888 }, { "epoch": 0.2, "learning_rate": 0.0008098294884653961, "loss": 1.6979, "theoretical_loss": 3.8340696369418565, "tokens_seen": 654311424 }, { "epoch": 0.2, "learning_rate": 0.0008098094282848546, "loss": 1.583, "theoretical_loss": 3.834030469007988, "tokens_seen": 654376960 }, { "epoch": 0.2, "learning_rate": 0.0008097893681043129, "loss": 1.5965, "theoretical_loss": 3.8339913060948243, "tokens_seen": 654442496 }, { "epoch": 0.2, "learning_rate": 0.0008097693079237713, "loss": 1.5352, "theoretical_loss": 3.83395214820122, "tokens_seen": 654508032 }, { "epoch": 0.2, "learning_rate": 0.0008097492477432297, "loss": 1.5438, "theoretical_loss": 3.833912995326029, "tokens_seen": 654573568 }, { "epoch": 0.2, "learning_rate": 0.0008097291875626881, "loss": 1.6002, "theoretical_loss": 3.833873847468105, "tokens_seen": 654639104 }, { "epoch": 0.2, "learning_rate": 0.0008097091273821464, "loss": 1.6113, "theoretical_loss": 3.8338347046263044, "tokens_seen": 654704640 }, { "epoch": 0.2, "learning_rate": 0.0008096890672016049, "loss": 1.492, "theoretical_loss": 3.833795566799481, "tokens_seen": 654770176 }, { "epoch": 0.2, "learning_rate": 0.0008096690070210631, "loss": 1.6333, "theoretical_loss": 3.8337564339864914, "tokens_seen": 654835712 }, { "epoch": 0.2, "learning_rate": 0.0008096489468405216, "loss": 1.7008, "theoretical_loss": 3.83371730618619, "tokens_seen": 654901248 }, { "epoch": 0.2, "learning_rate": 0.0008096288866599799, "loss": 1.6477, "theoretical_loss": 3.833678183397436, "tokens_seen": 654966784 }, { "epoch": 0.2, "learning_rate": 0.0008096088264794383, "loss": 1.4679, "theoretical_loss": 3.833639065619084, "tokens_seen": 655032320 }, { "epoch": 0.2, "learning_rate": 0.0008095887662988967, "loss": 1.5969, "theoretical_loss": 3.8335999528499913, "tokens_seen": 655097856 }, { "epoch": 0.2, "learning_rate": 0.0008095687061183551, "loss": 1.7129, "theoretical_loss": 3.833560845089016, "tokens_seen": 655163392 }, { "epoch": 0.2, "learning_rate": 0.0008095486459378134, "loss": 1.6872, "theoretical_loss": 3.833521742335016, "tokens_seen": 655228928 }, { "epoch": 0.2, "learning_rate": 0.0008095285857572718, "loss": 1.5545, "theoretical_loss": 3.833482644586849, "tokens_seen": 655294464 }, { "debugging/Compilability": 0.9230769230769231, "debugging/distinct-1-grams": 0.7560193640250044, "debugging/entropy-1-grams": 5.2534808493234895, "debugging/length": 422.2307692307692, "debugging/num_segments": 13, "debugging/raw_token_scores_avg": 0.00857908371835947, "debugging/raw_token_scores_std": 0.02154596894979477, "debugging/score": 0.01638830111902192, "debugging/score_std": 0.019821935735086043, "epoch": 0.2, "objective/train/advantage_avg": 0.49142131209373474, "objective/train/docs_used": 243976, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.465399980545044, "objective/train/original_loss": 1.465399980545044, "objective/train/theoretical_loss": 3.833443551843374, "objective/train/tokens_used": 675820000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24195925891399384, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503722429275513, "objective/train/weighted_lm_loss": 1.538944125175476, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.833443551843374, "tokens_seen": 655360000 }, { "epoch": 0.2, "learning_rate": 0.0008095085255767302, "loss": 1.6607, "theoretical_loss": 3.833443551843374, "tokens_seen": 655360000 }, { "epoch": 0.2, "learning_rate": 0.0008094884653961886, "loss": 1.6405, "theoretical_loss": 3.83340446410345, "tokens_seen": 655425536 }, { "epoch": 0.2, "learning_rate": 0.0008094684052156469, "loss": 1.5339, "theoretical_loss": 3.8333653813659363, "tokens_seen": 655491072 }, { "epoch": 0.2, "learning_rate": 0.0008094483450351054, "loss": 1.6343, "theoretical_loss": 3.8333263036296925, "tokens_seen": 655556608 }, { "epoch": 0.2, "learning_rate": 0.0008094282848545636, "loss": 1.604, "theoretical_loss": 3.8332872308935793, "tokens_seen": 655622144 }, { "epoch": 0.2, "learning_rate": 0.0008094082246740221, "loss": 1.579, "theoretical_loss": 3.8332481631564566, "tokens_seen": 655687680 }, { "epoch": 0.2, "learning_rate": 0.0008093881644934804, "loss": 1.6304, "theoretical_loss": 3.8332091004171853, "tokens_seen": 655753216 }, { "epoch": 0.2, "learning_rate": 0.0008093681043129388, "loss": 1.6733, "theoretical_loss": 3.8331700426746274, "tokens_seen": 655818752 }, { "epoch": 0.2, "learning_rate": 0.0008093480441323972, "loss": 1.5976, "theoretical_loss": 3.833130989927643, "tokens_seen": 655884288 }, { "epoch": 0.2, "learning_rate": 0.0008093279839518556, "loss": 1.5416, "theoretical_loss": 3.8330919421750957, "tokens_seen": 655949824 }, { "epoch": 0.2, "learning_rate": 0.000809307923771314, "loss": 1.4586, "theoretical_loss": 3.833052899415847, "tokens_seen": 656015360 }, { "epoch": 0.2, "learning_rate": 0.0008092878635907724, "loss": 1.6714, "theoretical_loss": 3.8330138616487597, "tokens_seen": 656080896 }, { "epoch": 0.2, "learning_rate": 0.0008092678034102307, "loss": 1.6958, "theoretical_loss": 3.8329748288726972, "tokens_seen": 656146432 }, { "epoch": 0.2, "learning_rate": 0.0008092477432296891, "loss": 1.6458, "theoretical_loss": 3.832935801086523, "tokens_seen": 656211968 }, { "epoch": 0.2, "learning_rate": 0.0008092276830491476, "loss": 1.629, "theoretical_loss": 3.8328967782891006, "tokens_seen": 656277504 }, { "epoch": 0.2, "learning_rate": 0.0008092076228686058, "loss": 1.8014, "theoretical_loss": 3.8328577604792944, "tokens_seen": 656343040 }, { "epoch": 0.2, "learning_rate": 0.0008091875626880643, "loss": 1.6359, "theoretical_loss": 3.8328187476559687, "tokens_seen": 656408576 }, { "epoch": 0.2, "learning_rate": 0.0008091675025075225, "loss": 1.5431, "theoretical_loss": 3.8327797398179895, "tokens_seen": 656474112 }, { "epoch": 0.2, "learning_rate": 0.000809147442326981, "loss": 1.6703, "theoretical_loss": 3.8327407369642206, "tokens_seen": 656539648 }, { "epoch": 0.2, "learning_rate": 0.0008091273821464394, "loss": 1.7301, "theoretical_loss": 3.832701739093529, "tokens_seen": 656605184 }, { "epoch": 0.2, "learning_rate": 0.0008091073219658977, "loss": 1.6201, "theoretical_loss": 3.83266274620478, "tokens_seen": 656670720 }, { "epoch": 0.2, "learning_rate": 0.0008090872617853561, "loss": 1.6111, "theoretical_loss": 3.832623758296841, "tokens_seen": 656736256 }, { "epoch": 0.2, "learning_rate": 0.0008090672016048146, "loss": 1.5389, "theoretical_loss": 3.832584775368578, "tokens_seen": 656801792 }, { "epoch": 0.2, "learning_rate": 0.0008090471414242728, "loss": 1.5878, "theoretical_loss": 3.832545797418858, "tokens_seen": 656867328 }, { "epoch": 0.2, "learning_rate": 0.0008090270812437313, "loss": 1.5454, "theoretical_loss": 3.832506824446549, "tokens_seen": 656932864 }, { "epoch": 0.2, "learning_rate": 0.0008090070210631895, "loss": 1.5918, "theoretical_loss": 3.8324678564505192, "tokens_seen": 656998400 }, { "epoch": 0.2, "learning_rate": 0.000808986960882648, "loss": 1.4737, "theoretical_loss": 3.8324288934296367, "tokens_seen": 657063936 }, { "epoch": 0.2, "learning_rate": 0.0008089669007021064, "loss": 1.599, "theoretical_loss": 3.83238993538277, "tokens_seen": 657129472 }, { "epoch": 0.2, "learning_rate": 0.0008089468405215647, "loss": 1.6811, "theoretical_loss": 3.832350982308788, "tokens_seen": 657195008 }, { "epoch": 0.2, "learning_rate": 0.0008089267803410231, "loss": 1.6363, "theoretical_loss": 3.8323120342065606, "tokens_seen": 657260544 }, { "epoch": 0.2, "learning_rate": 0.0008089067201604815, "loss": 1.4928, "theoretical_loss": 3.832273091074957, "tokens_seen": 657326080 }, { "epoch": 0.2, "learning_rate": 0.0008088866599799398, "loss": 1.5677, "theoretical_loss": 3.8322341529128483, "tokens_seen": 657391616 }, { "epoch": 0.2, "learning_rate": 0.0008088665997993983, "loss": 1.5585, "theoretical_loss": 3.8321952197191043, "tokens_seen": 657457152 }, { "epoch": 0.2, "learning_rate": 0.0008088465396188565, "loss": 1.5735, "theoretical_loss": 3.8321562914925957, "tokens_seen": 657522688 }, { "epoch": 0.2, "learning_rate": 0.000808826479438315, "loss": 1.7222, "theoretical_loss": 3.8321173682321943, "tokens_seen": 657588224 }, { "epoch": 0.2, "learning_rate": 0.0008088064192577733, "loss": 1.652, "theoretical_loss": 3.832078449936772, "tokens_seen": 657653760 }, { "epoch": 0.2, "learning_rate": 0.0008087863590772317, "loss": 1.5807, "theoretical_loss": 3.8320395366052, "tokens_seen": 657719296 }, { "epoch": 0.2, "learning_rate": 0.0008087662988966901, "loss": 1.5722, "theoretical_loss": 3.832000628236351, "tokens_seen": 657784832 }, { "epoch": 0.2, "learning_rate": 0.0008087462387161485, "loss": 1.5228, "theoretical_loss": 3.831961724829098, "tokens_seen": 657850368 }, { "epoch": 0.2, "learning_rate": 0.0008087261785356068, "loss": 1.6183, "theoretical_loss": 3.8319228263823133, "tokens_seen": 657915904 }, { "epoch": 0.2, "learning_rate": 0.0008087061183550653, "loss": 1.6565, "theoretical_loss": 3.8318839328948715, "tokens_seen": 657981440 }, { "epoch": 0.2, "learning_rate": 0.0008086860581745236, "loss": 1.5765, "theoretical_loss": 3.8318450443656458, "tokens_seen": 658046976 }, { "epoch": 0.2, "learning_rate": 0.000808665997993982, "loss": 1.6736, "theoretical_loss": 3.8318061607935103, "tokens_seen": 658112512 }, { "epoch": 0.2, "learning_rate": 0.0008086459378134403, "loss": 1.6562, "theoretical_loss": 3.83176728217734, "tokens_seen": 658178048 }, { "epoch": 0.2, "learning_rate": 0.0008086258776328987, "loss": 1.5601, "theoretical_loss": 3.8317284085160095, "tokens_seen": 658243584 }, { "epoch": 0.2, "learning_rate": 0.0008086058174523571, "loss": 1.6646, "theoretical_loss": 3.8316895398083943, "tokens_seen": 658309120 }, { "epoch": 0.2, "learning_rate": 0.0008085857572718155, "loss": 1.5948, "theoretical_loss": 3.8316506760533704, "tokens_seen": 658374656 }, { "epoch": 0.2, "learning_rate": 0.0008085656970912738, "loss": 1.6021, "theoretical_loss": 3.8316118172498133, "tokens_seen": 658440192 }, { "epoch": 0.2, "learning_rate": 0.0008085456369107322, "loss": 1.6017, "theoretical_loss": 3.8315729633965994, "tokens_seen": 658505728 }, { "epoch": 0.2, "learning_rate": 0.0008085255767301906, "loss": 1.5475, "theoretical_loss": 3.831534114492606, "tokens_seen": 658571264 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.4889923930168152, "objective/train/docs_used": 245288, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4206156730651855, "objective/train/original_loss": 1.4206156730651855, "objective/train/theoretical_loss": 3.83149527053671, "objective/train/tokens_used": 679096800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23963674902915955, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501173734664917, "objective/train/weighted_lm_loss": 1.4917279481887817, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.83149527053671, "tokens_seen": 658636800 }, { "epoch": 0.2, "learning_rate": 0.000808505516549649, "loss": 1.5777, "theoretical_loss": 3.83149527053671, "tokens_seen": 658636800 }, { "epoch": 0.2, "learning_rate": 0.0008084854563691073, "loss": 1.5938, "theoretical_loss": 3.831456431527789, "tokens_seen": 658702336 }, { "epoch": 0.2, "learning_rate": 0.0008084653961885658, "loss": 1.5555, "theoretical_loss": 3.8314175974647195, "tokens_seen": 658767872 }, { "epoch": 0.2, "learning_rate": 0.000808445336008024, "loss": 1.6148, "theoretical_loss": 3.831378768346382, "tokens_seen": 658833408 }, { "epoch": 0.2, "learning_rate": 0.0008084252758274825, "loss": 1.6196, "theoretical_loss": 3.8313399441716545, "tokens_seen": 658898944 }, { "epoch": 0.2, "learning_rate": 0.0008084052156469408, "loss": 1.6469, "theoretical_loss": 3.831301124939415, "tokens_seen": 658964480 }, { "epoch": 0.2, "learning_rate": 0.0008083851554663992, "loss": 1.5654, "theoretical_loss": 3.831262310648544, "tokens_seen": 659030016 }, { "epoch": 0.2, "learning_rate": 0.0008083650952858576, "loss": 1.5986, "theoretical_loss": 3.83122350129792, "tokens_seen": 659095552 }, { "epoch": 0.2, "learning_rate": 0.000808345035105316, "loss": 1.6141, "theoretical_loss": 3.8311846968864245, "tokens_seen": 659161088 }, { "epoch": 0.2, "learning_rate": 0.0008083249749247743, "loss": 1.6455, "theoretical_loss": 3.831145897412937, "tokens_seen": 659226624 }, { "epoch": 0.2, "learning_rate": 0.0008083049147442328, "loss": 1.6642, "theoretical_loss": 3.831107102876338, "tokens_seen": 659292160 }, { "epoch": 0.2, "learning_rate": 0.000808284854563691, "loss": 1.6648, "theoretical_loss": 3.8310683132755097, "tokens_seen": 659357696 }, { "epoch": 0.2, "learning_rate": 0.0008082647943831495, "loss": 1.666, "theoretical_loss": 3.831029528609333, "tokens_seen": 659423232 }, { "epoch": 0.2, "learning_rate": 0.0008082447342026078, "loss": 1.6229, "theoretical_loss": 3.83099074887669, "tokens_seen": 659488768 }, { "epoch": 0.2, "learning_rate": 0.0008082246740220662, "loss": 1.6607, "theoretical_loss": 3.830951974076463, "tokens_seen": 659554304 }, { "epoch": 0.2, "learning_rate": 0.0008082046138415246, "loss": 1.6777, "theoretical_loss": 3.830913204207534, "tokens_seen": 659619840 }, { "epoch": 0.2, "learning_rate": 0.0008081845536609829, "loss": 1.715, "theoretical_loss": 3.830874439268787, "tokens_seen": 659685376 }, { "epoch": 0.2, "learning_rate": 0.0008081644934804413, "loss": 1.6152, "theoretical_loss": 3.8308356792591045, "tokens_seen": 659750912 }, { "epoch": 0.2, "learning_rate": 0.0008081444332998998, "loss": 1.6225, "theoretical_loss": 3.830796924177371, "tokens_seen": 659816448 }, { "epoch": 0.2, "learning_rate": 0.000808124373119358, "loss": 1.5804, "theoretical_loss": 3.8307581740224697, "tokens_seen": 659881984 }, { "epoch": 0.2, "learning_rate": 0.0008081043129388165, "loss": 1.6829, "theoretical_loss": 3.8307194287932855, "tokens_seen": 659947520 }, { "epoch": 0.2, "learning_rate": 0.0008080842527582747, "loss": 1.5084, "theoretical_loss": 3.8306806884887035, "tokens_seen": 660013056 }, { "epoch": 0.2, "learning_rate": 0.0008080641925777332, "loss": 1.5822, "theoretical_loss": 3.830641953107609, "tokens_seen": 660078592 }, { "epoch": 0.2, "learning_rate": 0.0008080441323971916, "loss": 1.6421, "theoretical_loss": 3.830603222648887, "tokens_seen": 660144128 }, { "epoch": 0.2, "learning_rate": 0.0008080240722166499, "loss": 1.6527, "theoretical_loss": 3.8305644971114234, "tokens_seen": 660209664 }, { "epoch": 0.2, "learning_rate": 0.0008080040120361083, "loss": 1.6338, "theoretical_loss": 3.8305257764941048, "tokens_seen": 660275200 }, { "epoch": 0.2, "learning_rate": 0.0008079839518555668, "loss": 1.5111, "theoretical_loss": 3.8304870607958175, "tokens_seen": 660340736 }, { "epoch": 0.2, "learning_rate": 0.000807963891675025, "loss": 1.5984, "theoretical_loss": 3.8304483500154487, "tokens_seen": 660406272 }, { "epoch": 0.2, "learning_rate": 0.0008079438314944835, "loss": 1.6517, "theoretical_loss": 3.830409644151886, "tokens_seen": 660471808 }, { "epoch": 0.2, "learning_rate": 0.0008079237713139417, "loss": 1.6072, "theoretical_loss": 3.830370943204016, "tokens_seen": 660537344 }, { "epoch": 0.2, "learning_rate": 0.0008079037111334002, "loss": 1.5927, "theoretical_loss": 3.8303322471707286, "tokens_seen": 660602880 }, { "epoch": 0.2, "learning_rate": 0.0008078836509528586, "loss": 1.6451, "theoretical_loss": 3.8302935560509104, "tokens_seen": 660668416 }, { "epoch": 0.2, "learning_rate": 0.0008078635907723169, "loss": 1.5211, "theoretical_loss": 3.8302548698434515, "tokens_seen": 660733952 }, { "epoch": 0.2, "learning_rate": 0.0008078435305917753, "loss": 1.5369, "theoretical_loss": 3.830216188547241, "tokens_seen": 660799488 }, { "epoch": 0.2, "learning_rate": 0.0008078234704112337, "loss": 1.5686, "theoretical_loss": 3.830177512161167, "tokens_seen": 660865024 }, { "epoch": 0.2, "learning_rate": 0.0008078034102306921, "loss": 1.7609, "theoretical_loss": 3.8301388406841212, "tokens_seen": 660930560 }, { "epoch": 0.2, "learning_rate": 0.0008077833500501505, "loss": 1.6087, "theoretical_loss": 3.8301001741149934, "tokens_seen": 660996096 }, { "epoch": 0.2, "learning_rate": 0.0008077632898696089, "loss": 1.6037, "theoretical_loss": 3.830061512452673, "tokens_seen": 661061632 }, { "epoch": 0.2, "learning_rate": 0.0008077432296890672, "loss": 1.576, "theoretical_loss": 3.8300228556960523, "tokens_seen": 661127168 }, { "epoch": 0.2, "learning_rate": 0.0008077231695085257, "loss": 1.481, "theoretical_loss": 3.829984203844022, "tokens_seen": 661192704 }, { "epoch": 0.2, "learning_rate": 0.000807703109327984, "loss": 1.5844, "theoretical_loss": 3.829945556895474, "tokens_seen": 661258240 }, { "epoch": 0.2, "learning_rate": 0.0008076830491474424, "loss": 1.5123, "theoretical_loss": 3.8299069148493, "tokens_seen": 661323776 }, { "epoch": 0.2, "learning_rate": 0.0008076629889669007, "loss": 1.6352, "theoretical_loss": 3.829868277704393, "tokens_seen": 661389312 }, { "epoch": 0.2, "learning_rate": 0.0008076429287863591, "loss": 1.665, "theoretical_loss": 3.829829645459646, "tokens_seen": 661454848 }, { "epoch": 0.2, "learning_rate": 0.0008076228686058175, "loss": 1.5309, "theoretical_loss": 3.8297910181139505, "tokens_seen": 661520384 }, { "epoch": 0.2, "learning_rate": 0.0008076028084252759, "loss": 1.655, "theoretical_loss": 3.829752395666202, "tokens_seen": 661585920 }, { "epoch": 0.2, "learning_rate": 0.0008075827482447342, "loss": 1.629, "theoretical_loss": 3.829713778115293, "tokens_seen": 661651456 }, { "epoch": 0.2, "learning_rate": 0.0008075626880641926, "loss": 1.6145, "theoretical_loss": 3.8296751654601184, "tokens_seen": 661716992 }, { "epoch": 0.2, "learning_rate": 0.000807542627883651, "loss": 1.5272, "theoretical_loss": 3.829636557699572, "tokens_seen": 661782528 }, { "epoch": 0.2, "learning_rate": 0.0008075225677031094, "loss": 1.6803, "theoretical_loss": 3.8295979548325496, "tokens_seen": 661848064 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.48947271704673767, "objective/train/docs_used": 246530, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5787867307662964, "objective/train/original_loss": 1.578786849975586, "objective/train/theoretical_loss": 3.8295593568579465, "objective/train/tokens_used": 682373600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24023346602916718, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501683950424194, "objective/train/weighted_lm_loss": 1.657979130744934, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8295593568579465, "tokens_seen": 661913600 }, { "epoch": 0.2, "learning_rate": 0.0008075025075225677, "loss": 1.7248, "theoretical_loss": 3.8295593568579465, "tokens_seen": 661913600 }, { "epoch": 0.2, "learning_rate": 0.0008074824473420262, "loss": 1.5461, "theoretical_loss": 3.8295207637746573, "tokens_seen": 661979136 }, { "epoch": 0.2, "learning_rate": 0.0008074623871614844, "loss": 1.5983, "theoretical_loss": 3.829482175581579, "tokens_seen": 662044672 }, { "epoch": 0.2, "learning_rate": 0.0008074423269809429, "loss": 1.6615, "theoretical_loss": 3.8294435922776078, "tokens_seen": 662110208 }, { "epoch": 0.2, "learning_rate": 0.0008074222668004012, "loss": 1.7078, "theoretical_loss": 3.8294050138616402, "tokens_seen": 662175744 }, { "epoch": 0.2, "learning_rate": 0.0008074022066198596, "loss": 1.7188, "theoretical_loss": 3.829366440332573, "tokens_seen": 662241280 }, { "epoch": 0.2, "learning_rate": 0.000807382146439318, "loss": 1.6146, "theoretical_loss": 3.829327871689304, "tokens_seen": 662306816 }, { "epoch": 0.2, "learning_rate": 0.0008073620862587764, "loss": 1.6156, "theoretical_loss": 3.829289307930731, "tokens_seen": 662372352 }, { "epoch": 0.2, "learning_rate": 0.0008073420260782347, "loss": 1.5238, "theoretical_loss": 3.8292507490557526, "tokens_seen": 662437888 }, { "epoch": 0.2, "learning_rate": 0.0008073219658976932, "loss": 1.5607, "theoretical_loss": 3.829212195063266, "tokens_seen": 662503424 }, { "epoch": 0.2, "learning_rate": 0.0008073019057171514, "loss": 1.5285, "theoretical_loss": 3.8291736459521712, "tokens_seen": 662568960 }, { "epoch": 0.2, "learning_rate": 0.0008072818455366099, "loss": 1.4719, "theoretical_loss": 3.8291351017213673, "tokens_seen": 662634496 }, { "epoch": 0.2, "learning_rate": 0.0008072617853560682, "loss": 1.5779, "theoretical_loss": 3.8290965623697537, "tokens_seen": 662700032 }, { "epoch": 0.2, "learning_rate": 0.0008072417251755266, "loss": 1.698, "theoretical_loss": 3.82905802789623, "tokens_seen": 662765568 }, { "epoch": 0.2, "learning_rate": 0.000807221664994985, "loss": 1.5219, "theoretical_loss": 3.8290194982996972, "tokens_seen": 662831104 }, { "epoch": 0.2, "learning_rate": 0.0008072016048144433, "loss": 1.4465, "theoretical_loss": 3.8289809735790548, "tokens_seen": 662896640 }, { "epoch": 0.2, "learning_rate": 0.0008071815446339017, "loss": 1.6047, "theoretical_loss": 3.8289424537332053, "tokens_seen": 662962176 }, { "epoch": 0.2, "learning_rate": 0.0008071614844533602, "loss": 1.6498, "theoretical_loss": 3.828903938761049, "tokens_seen": 663027712 }, { "epoch": 0.2, "learning_rate": 0.0008071414242728184, "loss": 1.6072, "theoretical_loss": 3.828865428661488, "tokens_seen": 663093248 }, { "epoch": 0.2, "learning_rate": 0.0008071213640922769, "loss": 1.7724, "theoretical_loss": 3.8288269234334242, "tokens_seen": 663158784 }, { "epoch": 0.2, "learning_rate": 0.0008071013039117351, "loss": 1.6244, "theoretical_loss": 3.82878842307576, "tokens_seen": 663224320 }, { "epoch": 0.2, "learning_rate": 0.0008070812437311936, "loss": 1.5777, "theoretical_loss": 3.828749927587398, "tokens_seen": 663289856 }, { "epoch": 0.2, "learning_rate": 0.000807061183550652, "loss": 1.5811, "theoretical_loss": 3.828711436967243, "tokens_seen": 663355392 }, { "epoch": 0.2, "learning_rate": 0.0008070411233701103, "loss": 1.5661, "theoretical_loss": 3.8286729512141964, "tokens_seen": 663420928 }, { "epoch": 0.2, "learning_rate": 0.0008070210631895687, "loss": 1.646, "theoretical_loss": 3.828634470327162, "tokens_seen": 663486464 }, { "epoch": 0.2, "learning_rate": 0.0008070010030090272, "loss": 1.6593, "theoretical_loss": 3.8285959943050463, "tokens_seen": 663552000 }, { "epoch": 0.2, "learning_rate": 0.0008069809428284854, "loss": 1.7145, "theoretical_loss": 3.8285575231467517, "tokens_seen": 663617536 }, { "epoch": 0.2, "learning_rate": 0.0008069608826479439, "loss": 1.5623, "theoretical_loss": 3.8285190568511833, "tokens_seen": 663683072 }, { "epoch": 0.2, "learning_rate": 0.0008069408224674021, "loss": 1.5455, "theoretical_loss": 3.8284805954172474, "tokens_seen": 663748608 }, { "epoch": 0.2, "learning_rate": 0.0008069207622868606, "loss": 1.5862, "theoretical_loss": 3.828442138843849, "tokens_seen": 663814144 }, { "epoch": 0.2, "learning_rate": 0.000806900702106319, "loss": 1.7224, "theoretical_loss": 3.828403687129894, "tokens_seen": 663879680 }, { "epoch": 0.2, "learning_rate": 0.0008068806419257773, "loss": 1.6059, "theoretical_loss": 3.828365240274289, "tokens_seen": 663945216 }, { "epoch": 0.2, "learning_rate": 0.0008068605817452357, "loss": 1.6, "theoretical_loss": 3.828326798275941, "tokens_seen": 664010752 }, { "epoch": 0.2, "learning_rate": 0.0008068405215646941, "loss": 1.5576, "theoretical_loss": 3.8282883611337564, "tokens_seen": 664076288 }, { "epoch": 0.2, "learning_rate": 0.0008068204613841524, "loss": 1.5852, "theoretical_loss": 3.8282499288466427, "tokens_seen": 664141824 }, { "epoch": 0.2, "learning_rate": 0.0008068004012036109, "loss": 1.6618, "theoretical_loss": 3.8282115014135076, "tokens_seen": 664207360 }, { "epoch": 0.2, "learning_rate": 0.0008067803410230692, "loss": 1.574, "theoretical_loss": 3.82817307883326, "tokens_seen": 664272896 }, { "epoch": 0.2, "learning_rate": 0.0008067602808425276, "loss": 1.7069, "theoretical_loss": 3.8281346611048073, "tokens_seen": 664338432 }, { "epoch": 0.2, "learning_rate": 0.000806740220661986, "loss": 1.6034, "theoretical_loss": 3.828096248227059, "tokens_seen": 664403968 }, { "epoch": 0.2, "learning_rate": 0.0008067201604814444, "loss": 1.4631, "theoretical_loss": 3.8280578401989236, "tokens_seen": 664469504 }, { "epoch": 0.2, "learning_rate": 0.0008067001003009027, "loss": 1.6192, "theoretical_loss": 3.8280194370193112, "tokens_seen": 664535040 }, { "epoch": 0.2, "learning_rate": 0.0008066800401203611, "loss": 1.6552, "theoretical_loss": 3.827981038687132, "tokens_seen": 664600576 }, { "epoch": 0.2, "learning_rate": 0.0008066599799398194, "loss": 1.5685, "theoretical_loss": 3.8279426452012952, "tokens_seen": 664666112 }, { "epoch": 0.2, "learning_rate": 0.0008066399197592779, "loss": 1.6436, "theoretical_loss": 3.827904256560712, "tokens_seen": 664731648 }, { "epoch": 0.2, "learning_rate": 0.0008066198595787362, "loss": 1.5219, "theoretical_loss": 3.827865872764293, "tokens_seen": 664797184 }, { "epoch": 0.2, "learning_rate": 0.0008065997993981946, "loss": 1.6272, "theoretical_loss": 3.82782749381095, "tokens_seen": 664862720 }, { "epoch": 0.2, "learning_rate": 0.0008065797392176529, "loss": 1.5302, "theoretical_loss": 3.8277891196995943, "tokens_seen": 664928256 }, { "epoch": 0.2, "learning_rate": 0.0008065596790371114, "loss": 1.6373, "theoretical_loss": 3.8277507504291384, "tokens_seen": 664993792 }, { "epoch": 0.2, "learning_rate": 0.0008065396188565697, "loss": 1.6188, "theoretical_loss": 3.8277123859984936, "tokens_seen": 665059328 }, { "epoch": 0.2, "learning_rate": 0.0008065195586760281, "loss": 1.7614, "theoretical_loss": 3.827674026406573, "tokens_seen": 665124864 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.4918051064014435, "objective/train/docs_used": 247583, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.641771674156189, "objective/train/original_loss": 1.6417717933654785, "objective/train/theoretical_loss": 3.82763567165229, "objective/train/tokens_used": 685650400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24246832728385925, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504131317138672, "objective/train/weighted_lm_loss": 1.7244248390197754, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.82763567165229, "tokens_seen": 665190400 }, { "epoch": 0.2, "learning_rate": 0.0008064994984954864, "loss": 1.6398, "theoretical_loss": 3.82763567165229, "tokens_seen": 665190400 }, { "epoch": 0.2, "learning_rate": 0.0008064794383149448, "loss": 1.5133, "theoretical_loss": 3.827597321734557, "tokens_seen": 665255936 }, { "epoch": 0.2, "learning_rate": 0.0008064593781344032, "loss": 1.6254, "theoretical_loss": 3.8275589766522895, "tokens_seen": 665321472 }, { "epoch": 0.2, "learning_rate": 0.0008064393179538616, "loss": 1.703, "theoretical_loss": 3.8275206364044, "tokens_seen": 665387008 }, { "epoch": 0.2, "learning_rate": 0.0008064192577733199, "loss": 1.5623, "theoretical_loss": 3.8274823009898045, "tokens_seen": 665452544 }, { "epoch": 0.2, "learning_rate": 0.0008063991975927784, "loss": 1.5296, "theoretical_loss": 3.8274439704074155, "tokens_seen": 665518080 }, { "epoch": 0.2, "learning_rate": 0.0008063791374122367, "loss": 1.5814, "theoretical_loss": 3.8274056446561504, "tokens_seen": 665583616 }, { "epoch": 0.2, "learning_rate": 0.0008063590772316951, "loss": 1.5752, "theoretical_loss": 3.8273673237349235, "tokens_seen": 665649152 }, { "epoch": 0.2, "learning_rate": 0.0008063390170511535, "loss": 1.4642, "theoretical_loss": 3.8273290076426507, "tokens_seen": 665714688 }, { "epoch": 0.2, "learning_rate": 0.0008063189568706118, "loss": 1.5254, "theoretical_loss": 3.8272906963782485, "tokens_seen": 665780224 }, { "epoch": 0.2, "learning_rate": 0.0008062988966900703, "loss": 1.6066, "theoretical_loss": 3.827252389940633, "tokens_seen": 665845760 }, { "epoch": 0.2, "learning_rate": 0.0008062788365095286, "loss": 1.5965, "theoretical_loss": 3.827214088328722, "tokens_seen": 665911296 }, { "epoch": 0.2, "learning_rate": 0.000806258776328987, "loss": 1.5741, "theoretical_loss": 3.827175791541432, "tokens_seen": 665976832 }, { "epoch": 0.2, "learning_rate": 0.0008062387161484454, "loss": 1.5974, "theoretical_loss": 3.8271374995776806, "tokens_seen": 666042368 }, { "epoch": 0.2, "learning_rate": 0.0008062186559679037, "loss": 1.5623, "theoretical_loss": 3.827099212436386, "tokens_seen": 666107904 }, { "epoch": 0.2, "learning_rate": 0.0008061985957873621, "loss": 1.6402, "theoretical_loss": 3.827060930116466, "tokens_seen": 666173440 }, { "epoch": 0.2, "learning_rate": 0.0008061785356068206, "loss": 1.6192, "theoretical_loss": 3.82702265261684, "tokens_seen": 666238976 }, { "epoch": 0.2, "learning_rate": 0.0008061584754262788, "loss": 1.615, "theoretical_loss": 3.8269843799364267, "tokens_seen": 666304512 }, { "epoch": 0.2, "learning_rate": 0.0008061384152457373, "loss": 1.5594, "theoretical_loss": 3.826946112074145, "tokens_seen": 666370048 }, { "epoch": 0.2, "learning_rate": 0.0008061183550651955, "loss": 1.5905, "theoretical_loss": 3.826907849028915, "tokens_seen": 666435584 }, { "epoch": 0.2, "learning_rate": 0.000806098294884654, "loss": 1.6237, "theoretical_loss": 3.8268695907996566, "tokens_seen": 666501120 }, { "epoch": 0.2, "learning_rate": 0.0008060782347041124, "loss": 1.4994, "theoretical_loss": 3.8268313373852902, "tokens_seen": 666566656 }, { "epoch": 0.2, "learning_rate": 0.0008060581745235707, "loss": 1.6246, "theoretical_loss": 3.826793088784737, "tokens_seen": 666632192 }, { "epoch": 0.2, "learning_rate": 0.0008060381143430291, "loss": 1.69, "theoretical_loss": 3.826754844996917, "tokens_seen": 666697728 }, { "epoch": 0.2, "learning_rate": 0.0008060180541624876, "loss": 1.5547, "theoretical_loss": 3.826716606020753, "tokens_seen": 666763264 }, { "epoch": 0.2, "learning_rate": 0.0008059979939819458, "loss": 1.6581, "theoretical_loss": 3.826678371855165, "tokens_seen": 666828800 }, { "epoch": 0.2, "learning_rate": 0.0008059779338014043, "loss": 1.6429, "theoretical_loss": 3.826640142499077, "tokens_seen": 666894336 }, { "epoch": 0.2, "learning_rate": 0.0008059578736208625, "loss": 1.5683, "theoretical_loss": 3.8266019179514106, "tokens_seen": 666959872 }, { "epoch": 0.2, "learning_rate": 0.000805937813440321, "loss": 1.5195, "theoretical_loss": 3.826563698211088, "tokens_seen": 667025408 }, { "epoch": 0.2, "learning_rate": 0.0008059177532597794, "loss": 1.7288, "theoretical_loss": 3.8265254832770337, "tokens_seen": 667090944 }, { "epoch": 0.2, "learning_rate": 0.0008058976930792377, "loss": 1.4852, "theoretical_loss": 3.8264872731481705, "tokens_seen": 667156480 }, { "epoch": 0.2, "learning_rate": 0.0008058776328986961, "loss": 1.5198, "theoretical_loss": 3.8264490678234218, "tokens_seen": 667222016 }, { "epoch": 0.2, "learning_rate": 0.0008058575727181545, "loss": 1.6224, "theoretical_loss": 3.8264108673017128, "tokens_seen": 667287552 }, { "epoch": 0.2, "learning_rate": 0.0008058375125376128, "loss": 1.5776, "theoretical_loss": 3.826372671581967, "tokens_seen": 667353088 }, { "epoch": 0.2, "learning_rate": 0.0008058174523570713, "loss": 1.5839, "theoretical_loss": 3.8263344806631103, "tokens_seen": 667418624 }, { "epoch": 0.2, "learning_rate": 0.0008057973921765296, "loss": 1.6449, "theoretical_loss": 3.826296294544067, "tokens_seen": 667484160 }, { "epoch": 0.2, "learning_rate": 0.000805777331995988, "loss": 1.6329, "theoretical_loss": 3.8262581132237634, "tokens_seen": 667549696 }, { "epoch": 0.2, "learning_rate": 0.0008057572718154464, "loss": 1.5845, "theoretical_loss": 3.8262199367011256, "tokens_seen": 667615232 }, { "epoch": 0.2, "learning_rate": 0.0008057372116349048, "loss": 1.5933, "theoretical_loss": 3.8261817649750784, "tokens_seen": 667680768 }, { "epoch": 0.2, "learning_rate": 0.0008057171514543631, "loss": 1.5366, "theoretical_loss": 3.8261435980445504, "tokens_seen": 667746304 }, { "epoch": 0.2, "learning_rate": 0.0008056970912738215, "loss": 1.4927, "theoretical_loss": 3.8261054359084667, "tokens_seen": 667811840 }, { "epoch": 0.2, "learning_rate": 0.0008056770310932798, "loss": 1.6556, "theoretical_loss": 3.826067278565757, "tokens_seen": 667877376 }, { "epoch": 0.2, "learning_rate": 0.0008056569709127383, "loss": 1.5709, "theoretical_loss": 3.8260291260153463, "tokens_seen": 667942912 }, { "epoch": 0.2, "learning_rate": 0.0008056369107321966, "loss": 1.6031, "theoretical_loss": 3.825990978256164, "tokens_seen": 668008448 }, { "epoch": 0.2, "learning_rate": 0.000805616850551655, "loss": 1.5309, "theoretical_loss": 3.825952835287139, "tokens_seen": 668073984 }, { "epoch": 0.2, "learning_rate": 0.0008055967903711133, "loss": 1.577, "theoretical_loss": 3.8259146971071987, "tokens_seen": 668139520 }, { "epoch": 0.2, "learning_rate": 0.0008055767301905718, "loss": 1.6768, "theoretical_loss": 3.8258765637152727, "tokens_seen": 668205056 }, { "epoch": 0.2, "learning_rate": 0.0008055566700100301, "loss": 1.5768, "theoretical_loss": 3.825838435110291, "tokens_seen": 668270592 }, { "epoch": 0.2, "learning_rate": 0.0008055366098294885, "loss": 1.6087, "theoretical_loss": 3.8258003112911823, "tokens_seen": 668336128 }, { "epoch": 0.2, "learning_rate": 0.0008055165496489468, "loss": 1.5799, "theoretical_loss": 3.825762192256877, "tokens_seen": 668401664 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.49283918738365173, "objective/train/docs_used": 248744, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5623775720596313, "objective/train/original_loss": 1.5623774528503418, "objective/train/theoretical_loss": 3.8257240780063055, "objective/train/tokens_used": 688927200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24347048997879028, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050521731376648, "objective/train/weighted_lm_loss": 1.6415270566940308, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8257240780063055, "tokens_seen": 668467200 }, { "epoch": 0.2, "learning_rate": 0.0008054964894684052, "loss": 1.6941, "theoretical_loss": 3.8257240780063055, "tokens_seen": 668467200 }, { "epoch": 0.2, "learning_rate": 0.0008054764292878636, "loss": 1.5395, "theoretical_loss": 3.825685968538399, "tokens_seen": 668532736 }, { "epoch": 0.2, "learning_rate": 0.000805456369107322, "loss": 1.6504, "theoretical_loss": 3.8256478638520885, "tokens_seen": 668598272 }, { "epoch": 0.2, "learning_rate": 0.000805456369107322, "loss": 1.5479, "theoretical_loss": 3.825609763946305, "tokens_seen": 668663808 }, { "epoch": 0.2, "learning_rate": 0.0008054363089267803, "loss": 1.5018, "theoretical_loss": 3.8255716688199803, "tokens_seen": 668729344 }, { "epoch": 0.2, "learning_rate": 0.0008054162487462388, "loss": 1.6585, "theoretical_loss": 3.8255335784720472, "tokens_seen": 668794880 }, { "epoch": 0.2, "learning_rate": 0.0008053961885656971, "loss": 1.5092, "theoretical_loss": 3.825495492901438, "tokens_seen": 668860416 }, { "epoch": 0.2, "learning_rate": 0.0008053761283851555, "loss": 1.6239, "theoretical_loss": 3.8254574121070846, "tokens_seen": 668925952 }, { "epoch": 0.2, "learning_rate": 0.0008053560682046139, "loss": 1.5325, "theoretical_loss": 3.825419336087921, "tokens_seen": 668991488 }, { "epoch": 0.2, "learning_rate": 0.0008053360080240722, "loss": 1.5311, "theoretical_loss": 3.8253812648428807, "tokens_seen": 669057024 }, { "epoch": 0.2, "learning_rate": 0.0008053159478435306, "loss": 1.5849, "theoretical_loss": 3.825343198370897, "tokens_seen": 669122560 }, { "epoch": 0.2, "learning_rate": 0.000805295887662989, "loss": 1.6427, "theoretical_loss": 3.825305136670905, "tokens_seen": 669188096 }, { "epoch": 0.2, "learning_rate": 0.0008052758274824473, "loss": 1.5594, "theoretical_loss": 3.825267079741839, "tokens_seen": 669253632 }, { "epoch": 0.2, "learning_rate": 0.0008052557673019058, "loss": 1.6214, "theoretical_loss": 3.8252290275826333, "tokens_seen": 669319168 }, { "epoch": 0.2, "learning_rate": 0.000805235707121364, "loss": 1.5823, "theoretical_loss": 3.8251909801922235, "tokens_seen": 669384704 }, { "epoch": 0.2, "learning_rate": 0.0008052156469408225, "loss": 1.5861, "theoretical_loss": 3.8251529375695448, "tokens_seen": 669450240 }, { "epoch": 0.2, "learning_rate": 0.0008051955867602809, "loss": 1.5721, "theoretical_loss": 3.825114899713533, "tokens_seen": 669515776 }, { "epoch": 0.2, "learning_rate": 0.0008051755265797392, "loss": 1.6808, "theoretical_loss": 3.8250768666231254, "tokens_seen": 669581312 }, { "epoch": 0.2, "learning_rate": 0.0008051554663991976, "loss": 1.5711, "theoretical_loss": 3.825038838297258, "tokens_seen": 669646848 }, { "epoch": 0.2, "learning_rate": 0.0008051354062186559, "loss": 1.58, "theoretical_loss": 3.8250008147348673, "tokens_seen": 669712384 }, { "epoch": 0.2, "learning_rate": 0.0008051153460381143, "loss": 1.6596, "theoretical_loss": 3.8249627959348915, "tokens_seen": 669777920 }, { "epoch": 0.2, "learning_rate": 0.0008050952858575728, "loss": 1.5548, "theoretical_loss": 3.824924781896267, "tokens_seen": 669843456 }, { "epoch": 0.2, "learning_rate": 0.000805075225677031, "loss": 1.5535, "theoretical_loss": 3.8248867726179325, "tokens_seen": 669908992 }, { "epoch": 0.2, "learning_rate": 0.0008050551654964895, "loss": 1.6706, "theoretical_loss": 3.8248487680988266, "tokens_seen": 669974528 }, { "epoch": 0.2, "learning_rate": 0.0008050351053159479, "loss": 1.5618, "theoretical_loss": 3.824810768337887, "tokens_seen": 670040064 }, { "epoch": 0.2, "learning_rate": 0.0008050150451354062, "loss": 1.5837, "theoretical_loss": 3.824772773334053, "tokens_seen": 670105600 }, { "epoch": 0.2, "learning_rate": 0.0008049949849548646, "loss": 1.5237, "theoretical_loss": 3.8247347830862646, "tokens_seen": 670171136 }, { "epoch": 0.2, "learning_rate": 0.000804974924774323, "loss": 1.6789, "theoretical_loss": 3.824696797593461, "tokens_seen": 670236672 }, { "epoch": 0.2, "learning_rate": 0.0008049548645937813, "loss": 1.6224, "theoretical_loss": 3.8246588168545816, "tokens_seen": 670302208 }, { "epoch": 0.2, "learning_rate": 0.0008049348044132398, "loss": 1.5468, "theoretical_loss": 3.824620840868568, "tokens_seen": 670367744 }, { "epoch": 0.2, "learning_rate": 0.000804914744232698, "loss": 1.3762, "theoretical_loss": 3.82458286963436, "tokens_seen": 670433280 }, { "epoch": 0.2, "learning_rate": 0.0008048946840521565, "loss": 1.4916, "theoretical_loss": 3.8245449031508985, "tokens_seen": 670498816 }, { "epoch": 0.2, "learning_rate": 0.0008048746238716148, "loss": 1.5651, "theoretical_loss": 3.824506941417125, "tokens_seen": 670564352 }, { "epoch": 0.2, "learning_rate": 0.0008048545636910732, "loss": 1.6503, "theoretical_loss": 3.8244689844319817, "tokens_seen": 670629888 }, { "epoch": 0.2, "learning_rate": 0.0008048345035105316, "loss": 1.5854, "theoretical_loss": 3.8244310321944095, "tokens_seen": 670695424 }, { "epoch": 0.2, "learning_rate": 0.00080481444332999, "loss": 1.6439, "theoretical_loss": 3.8243930847033525, "tokens_seen": 670760960 }, { "epoch": 0.2, "learning_rate": 0.0008047943831494484, "loss": 1.6139, "theoretical_loss": 3.824355141957752, "tokens_seen": 670826496 }, { "epoch": 0.2, "learning_rate": 0.0008047743229689068, "loss": 1.6497, "theoretical_loss": 3.824317203956551, "tokens_seen": 670892032 }, { "epoch": 0.2, "learning_rate": 0.0008047542627883652, "loss": 1.5332, "theoretical_loss": 3.8242792706986934, "tokens_seen": 670957568 }, { "epoch": 0.2, "learning_rate": 0.0008047342026078235, "loss": 1.564, "theoretical_loss": 3.8242413421831234, "tokens_seen": 671023104 }, { "epoch": 0.2, "learning_rate": 0.0008047141424272819, "loss": 1.6738, "theoretical_loss": 3.8242034184087847, "tokens_seen": 671088640 }, { "epoch": 0.2, "learning_rate": 0.0008046940822467402, "loss": 1.5866, "theoretical_loss": 3.824165499374621, "tokens_seen": 671154176 }, { "epoch": 0.2, "learning_rate": 0.0008046740220661987, "loss": 1.5079, "theoretical_loss": 3.8241275850795775, "tokens_seen": 671219712 }, { "epoch": 0.2, "learning_rate": 0.000804653961885657, "loss": 1.546, "theoretical_loss": 3.8240896755226, "tokens_seen": 671285248 }, { "epoch": 0.2, "learning_rate": 0.0008046339017051154, "loss": 1.5593, "theoretical_loss": 3.824051770702633, "tokens_seen": 671350784 }, { "epoch": 0.2, "learning_rate": 0.0008046138415245737, "loss": 1.6308, "theoretical_loss": 3.8240138706186224, "tokens_seen": 671416320 }, { "epoch": 0.2, "learning_rate": 0.0008045937813440322, "loss": 1.6196, "theoretical_loss": 3.823975975269514, "tokens_seen": 671481856 }, { "epoch": 0.2, "learning_rate": 0.0008045737211634905, "loss": 1.6442, "theoretical_loss": 3.823938084654255, "tokens_seen": 671547392 }, { "epoch": 0.2, "learning_rate": 0.0008045536609829489, "loss": 1.6753, "theoretical_loss": 3.823900198771792, "tokens_seen": 671612928 }, { "epoch": 0.2, "learning_rate": 0.0008045336008024072, "loss": 1.6353, "theoretical_loss": 3.8238623176210718, "tokens_seen": 671678464 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.4925973117351532, "objective/train/docs_used": 249880, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4061464071273804, "objective/train/original_loss": 1.40614652633667, "objective/train/theoretical_loss": 3.823824441201042, "objective/train/tokens_used": 692204000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24312211573123932, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504958629608154, "objective/train/weighted_lm_loss": 1.4770593643188477, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.823824441201042, "tokens_seen": 671744000 }, { "epoch": 0.2, "learning_rate": 0.0008045135406218656, "loss": 1.5135, "theoretical_loss": 3.823824441201042, "tokens_seen": 671744000 }, { "epoch": 0.2, "learning_rate": 0.000804493480441324, "loss": 1.4581, "theoretical_loss": 3.8237865695106503, "tokens_seen": 671809536 }, { "epoch": 0.2, "learning_rate": 0.0008044734202607824, "loss": 1.5251, "theoretical_loss": 3.823748702548845, "tokens_seen": 671875072 }, { "epoch": 0.2, "learning_rate": 0.0008044533600802407, "loss": 1.5031, "theoretical_loss": 3.8237108403145736, "tokens_seen": 671940608 }, { "epoch": 0.2, "learning_rate": 0.0008044332998996992, "loss": 1.6428, "theoretical_loss": 3.8236729828067864, "tokens_seen": 672006144 }, { "epoch": 0.2, "learning_rate": 0.0008044132397191575, "loss": 1.5619, "theoretical_loss": 3.8236351300244316, "tokens_seen": 672071680 }, { "epoch": 0.2, "learning_rate": 0.0008043931795386159, "loss": 1.4918, "theoretical_loss": 3.823597281966459, "tokens_seen": 672137216 }, { "epoch": 0.2, "learning_rate": 0.0008043731193580743, "loss": 1.5527, "theoretical_loss": 3.823559438631818, "tokens_seen": 672202752 }, { "epoch": 0.2, "learning_rate": 0.0008043530591775326, "loss": 1.6208, "theoretical_loss": 3.823521600019459, "tokens_seen": 672268288 }, { "epoch": 0.2, "learning_rate": 0.000804332998996991, "loss": 1.6099, "theoretical_loss": 3.8234837661283327, "tokens_seen": 672333824 }, { "epoch": 0.2, "learning_rate": 0.0008043129388164494, "loss": 1.5344, "theoretical_loss": 3.8234459369573894, "tokens_seen": 672399360 }, { "epoch": 0.2, "learning_rate": 0.0008042928786359077, "loss": 1.6276, "theoretical_loss": 3.8234081125055805, "tokens_seen": 672464896 }, { "epoch": 0.2, "learning_rate": 0.0008042728184553662, "loss": 1.4961, "theoretical_loss": 3.823370292771857, "tokens_seen": 672530432 }, { "epoch": 0.2, "learning_rate": 0.0008042527582748244, "loss": 1.6389, "theoretical_loss": 3.823332477755172, "tokens_seen": 672595968 }, { "epoch": 0.2, "learning_rate": 0.0008042326980942829, "loss": 1.6051, "theoretical_loss": 3.8232946674544763, "tokens_seen": 672661504 }, { "epoch": 0.2, "learning_rate": 0.0008042126379137413, "loss": 1.6242, "theoretical_loss": 3.823256861868723, "tokens_seen": 672727040 }, { "epoch": 0.2, "learning_rate": 0.0008041925777331996, "loss": 1.6606, "theoretical_loss": 3.8232190609968644, "tokens_seen": 672792576 }, { "epoch": 0.2, "learning_rate": 0.000804172517552658, "loss": 1.5083, "theoretical_loss": 3.8231812648378547, "tokens_seen": 672858112 }, { "epoch": 0.2, "learning_rate": 0.0008041524573721163, "loss": 1.6659, "theoretical_loss": 3.8231434733906458, "tokens_seen": 672923648 }, { "epoch": 0.2, "learning_rate": 0.0008041323971915747, "loss": 1.5494, "theoretical_loss": 3.823105686654193, "tokens_seen": 672989184 }, { "epoch": 0.2, "learning_rate": 0.0008041123370110332, "loss": 1.6282, "theoretical_loss": 3.8230679046274503, "tokens_seen": 673054720 }, { "epoch": 0.2, "learning_rate": 0.0008040922768304914, "loss": 1.5388, "theoretical_loss": 3.823030127309371, "tokens_seen": 673120256 }, { "epoch": 0.2, "learning_rate": 0.0008040722166499499, "loss": 1.7218, "theoretical_loss": 3.822992354698911, "tokens_seen": 673185792 }, { "epoch": 0.2, "learning_rate": 0.0008040521564694083, "loss": 1.6344, "theoretical_loss": 3.8229545867950248, "tokens_seen": 673251328 }, { "epoch": 0.2, "learning_rate": 0.0008040320962888666, "loss": 1.4885, "theoretical_loss": 3.8229168235966684, "tokens_seen": 673316864 }, { "epoch": 0.2, "learning_rate": 0.000804012036108325, "loss": 1.5777, "theoretical_loss": 3.8228790651027973, "tokens_seen": 673382400 }, { "epoch": 0.2, "learning_rate": 0.0008039919759277834, "loss": 1.5871, "theoretical_loss": 3.822841311312368, "tokens_seen": 673447936 }, { "epoch": 0.2, "learning_rate": 0.0008039719157472417, "loss": 1.6214, "theoretical_loss": 3.822803562224337, "tokens_seen": 673513472 }, { "epoch": 0.2, "learning_rate": 0.0008039518555667002, "loss": 1.6379, "theoretical_loss": 3.8227658178376602, "tokens_seen": 673579008 }, { "epoch": 0.2, "learning_rate": 0.0008039317953861584, "loss": 1.6012, "theoretical_loss": 3.822728078151296, "tokens_seen": 673644544 }, { "epoch": 0.2, "learning_rate": 0.0008039117352056169, "loss": 1.4917, "theoretical_loss": 3.8226903431642008, "tokens_seen": 673710080 }, { "epoch": 0.2, "learning_rate": 0.0008038916750250752, "loss": 1.5202, "theoretical_loss": 3.822652612875333, "tokens_seen": 673775616 }, { "epoch": 0.2, "learning_rate": 0.0008038716148445336, "loss": 1.5413, "theoretical_loss": 3.8226148872836507, "tokens_seen": 673841152 }, { "epoch": 0.2, "learning_rate": 0.000803851554663992, "loss": 1.6453, "theoretical_loss": 3.822577166388112, "tokens_seen": 673906688 }, { "epoch": 0.2, "learning_rate": 0.0008038314944834504, "loss": 1.6092, "theoretical_loss": 3.8225394501876764, "tokens_seen": 673972224 }, { "epoch": 0.2, "learning_rate": 0.0008038114343029087, "loss": 1.558, "theoretical_loss": 3.8225017386813027, "tokens_seen": 674037760 }, { "epoch": 0.2, "learning_rate": 0.0008037913741223672, "loss": 1.6233, "theoretical_loss": 3.82246403186795, "tokens_seen": 674103296 }, { "epoch": 0.2, "learning_rate": 0.0008037713139418254, "loss": 1.6469, "theoretical_loss": 3.822426329746579, "tokens_seen": 674168832 }, { "epoch": 0.2, "learning_rate": 0.0008037512537612839, "loss": 1.591, "theoretical_loss": 3.822388632316149, "tokens_seen": 674234368 }, { "epoch": 0.2, "learning_rate": 0.0008037311935807422, "loss": 1.5824, "theoretical_loss": 3.822350939575621, "tokens_seen": 674299904 }, { "epoch": 0.2, "learning_rate": 0.0008037111334002006, "loss": 1.4637, "theoretical_loss": 3.8223132515239553, "tokens_seen": 674365440 }, { "epoch": 0.2, "learning_rate": 0.000803691073219659, "loss": 1.6411, "theoretical_loss": 3.822275568160114, "tokens_seen": 674430976 }, { "epoch": 0.2, "learning_rate": 0.0008036710130391174, "loss": 1.5376, "theoretical_loss": 3.822237889483057, "tokens_seen": 674496512 }, { "epoch": 0.2, "learning_rate": 0.0008036509528585757, "loss": 1.5464, "theoretical_loss": 3.822200215491747, "tokens_seen": 674562048 }, { "epoch": 0.2, "learning_rate": 0.0008036308926780341, "loss": 1.5831, "theoretical_loss": 3.8221625461851465, "tokens_seen": 674627584 }, { "epoch": 0.2, "learning_rate": 0.0008036108324974924, "loss": 1.5933, "theoretical_loss": 3.8221248815622175, "tokens_seen": 674693120 }, { "epoch": 0.2, "learning_rate": 0.0008035907723169509, "loss": 1.648, "theoretical_loss": 3.822087221621923, "tokens_seen": 674758656 }, { "epoch": 0.2, "learning_rate": 0.0008035707121364092, "loss": 1.4938, "theoretical_loss": 3.8220495663632255, "tokens_seen": 674824192 }, { "epoch": 0.2, "learning_rate": 0.0008035506519558676, "loss": 1.504, "theoretical_loss": 3.8220119157850894, "tokens_seen": 674889728 }, { "epoch": 0.2, "learning_rate": 0.0008035305917753259, "loss": 1.4771, "theoretical_loss": 3.8219742698864776, "tokens_seen": 674955264 }, { "epoch": 0.2, "objective/train/advantage_avg": 0.492687463760376, "objective/train/docs_used": 251058, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5048130750656128, "objective/train/original_loss": 1.5048130750656128, "objective/train/theoretical_loss": 3.821936628666355, "objective/train/tokens_used": 695480800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2432936728000641, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050505518913269, "objective/train/weighted_lm_loss": 1.5806468725204468, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.821936628666355, "tokens_seen": 675020800 }, { "epoch": 0.2, "learning_rate": 0.0008035105315947844, "loss": 1.556, "theoretical_loss": 3.821936628666355, "tokens_seen": 675020800 }, { "epoch": 0.2, "learning_rate": 0.0008034904714142427, "loss": 1.5471, "theoretical_loss": 3.8218989921236854, "tokens_seen": 675086336 }, { "epoch": 0.2, "learning_rate": 0.0008034704112337011, "loss": 1.587, "theoretical_loss": 3.8218613602574334, "tokens_seen": 675151872 }, { "epoch": 0.2, "learning_rate": 0.0008034503510531595, "loss": 1.58, "theoretical_loss": 3.821823733066565, "tokens_seen": 675217408 }, { "epoch": 0.2, "learning_rate": 0.0008034302908726179, "loss": 1.5252, "theoretical_loss": 3.821786110550045, "tokens_seen": 675282944 }, { "epoch": 0.2, "learning_rate": 0.0008034102306920762, "loss": 1.5797, "theoretical_loss": 3.8217484927068393, "tokens_seen": 675348480 }, { "epoch": 0.2, "learning_rate": 0.0008033901705115347, "loss": 1.5183, "theoretical_loss": 3.821710879535914, "tokens_seen": 675414016 }, { "epoch": 0.2, "learning_rate": 0.0008033701103309929, "loss": 1.5176, "theoretical_loss": 3.8216732710362353, "tokens_seen": 675479552 }, { "epoch": 0.2, "learning_rate": 0.0008033500501504514, "loss": 1.54, "theoretical_loss": 3.8216356672067704, "tokens_seen": 675545088 }, { "epoch": 0.2, "learning_rate": 0.0008033299899699097, "loss": 1.5901, "theoretical_loss": 3.8215980680464856, "tokens_seen": 675610624 }, { "epoch": 0.2, "learning_rate": 0.0008033099297893681, "loss": 1.6545, "theoretical_loss": 3.8215604735543494, "tokens_seen": 675676160 }, { "epoch": 0.2, "learning_rate": 0.0008032898696088266, "loss": 1.593, "theoretical_loss": 3.8215228837293282, "tokens_seen": 675741696 }, { "epoch": 0.2, "learning_rate": 0.0008032698094282848, "loss": 1.5136, "theoretical_loss": 3.821485298570391, "tokens_seen": 675807232 }, { "epoch": 0.2, "learning_rate": 0.0008032497492477433, "loss": 1.5327, "theoretical_loss": 3.8214477180765063, "tokens_seen": 675872768 }, { "epoch": 0.2, "learning_rate": 0.0008032296890672017, "loss": 1.5051, "theoretical_loss": 3.821410142246642, "tokens_seen": 675938304 }, { "epoch": 0.2, "learning_rate": 0.00080320962888666, "loss": 1.615, "theoretical_loss": 3.821372571079768, "tokens_seen": 676003840 }, { "epoch": 0.2, "learning_rate": 0.0008031895687061184, "loss": 1.5315, "theoretical_loss": 3.8213350045748533, "tokens_seen": 676069376 }, { "epoch": 0.2, "learning_rate": 0.0008031695085255767, "loss": 1.5044, "theoretical_loss": 3.8212974427308675, "tokens_seen": 676134912 }, { "epoch": 0.2, "learning_rate": 0.0008031494483450351, "loss": 1.6371, "theoretical_loss": 3.8212598855467803, "tokens_seen": 676200448 }, { "epoch": 0.2, "learning_rate": 0.0008031293881644936, "loss": 1.5681, "theoretical_loss": 3.821222333021563, "tokens_seen": 676265984 }, { "epoch": 0.2, "learning_rate": 0.0008031093279839518, "loss": 1.583, "theoretical_loss": 3.821184785154186, "tokens_seen": 676331520 }, { "epoch": 0.2, "learning_rate": 0.0008030892678034103, "loss": 1.5636, "theoretical_loss": 3.8211472419436197, "tokens_seen": 676397056 }, { "epoch": 0.2, "learning_rate": 0.0008030692076228687, "loss": 1.6033, "theoretical_loss": 3.821109703388835, "tokens_seen": 676462592 }, { "epoch": 0.21, "learning_rate": 0.000803049147442327, "loss": 1.6203, "theoretical_loss": 3.8210721694888052, "tokens_seen": 676528128 }, { "epoch": 0.21, "learning_rate": 0.0008030290872617854, "loss": 1.5691, "theoretical_loss": 3.8210346402425013, "tokens_seen": 676593664 }, { "epoch": 0.21, "learning_rate": 0.0008030090270812438, "loss": 1.6195, "theoretical_loss": 3.820997115648896, "tokens_seen": 676659200 }, { "epoch": 0.21, "learning_rate": 0.0008029889669007021, "loss": 1.6045, "theoretical_loss": 3.8209595957069613, "tokens_seen": 676724736 }, { "epoch": 0.21, "learning_rate": 0.0008029689067201606, "loss": 1.4939, "theoretical_loss": 3.8209220804156705, "tokens_seen": 676790272 }, { "epoch": 0.21, "learning_rate": 0.0008029488465396188, "loss": 1.6088, "theoretical_loss": 3.820884569773997, "tokens_seen": 676855808 }, { "epoch": 0.21, "learning_rate": 0.0008029287863590773, "loss": 1.6113, "theoretical_loss": 3.820847063780914, "tokens_seen": 676921344 }, { "epoch": 0.21, "learning_rate": 0.0008029087261785356, "loss": 1.4363, "theoretical_loss": 3.8208095624353966, "tokens_seen": 676986880 }, { "epoch": 0.21, "learning_rate": 0.000802888665997994, "loss": 1.5372, "theoretical_loss": 3.8207720657364175, "tokens_seen": 677052416 }, { "epoch": 0.21, "learning_rate": 0.0008028686058174524, "loss": 1.5815, "theoretical_loss": 3.8207345736829526, "tokens_seen": 677117952 }, { "epoch": 0.21, "learning_rate": 0.0008028485456369108, "loss": 1.437, "theoretical_loss": 3.820697086273976, "tokens_seen": 677183488 }, { "epoch": 0.21, "learning_rate": 0.0008028284854563691, "loss": 1.6432, "theoretical_loss": 3.8206596035084632, "tokens_seen": 677249024 }, { "epoch": 0.21, "learning_rate": 0.0008028084252758276, "loss": 1.5943, "theoretical_loss": 3.82062212538539, "tokens_seen": 677314560 }, { "epoch": 0.21, "learning_rate": 0.0008027883650952858, "loss": 1.5809, "theoretical_loss": 3.820584651903732, "tokens_seen": 677380096 }, { "epoch": 0.21, "learning_rate": 0.0008027683049147443, "loss": 1.5974, "theoretical_loss": 3.820547183062465, "tokens_seen": 677445632 }, { "epoch": 0.21, "learning_rate": 0.0008027482447342026, "loss": 1.5033, "theoretical_loss": 3.820509718860567, "tokens_seen": 677511168 }, { "epoch": 0.21, "learning_rate": 0.000802728184553661, "loss": 1.5847, "theoretical_loss": 3.8204722592970137, "tokens_seen": 677576704 }, { "epoch": 0.21, "learning_rate": 0.0008027081243731194, "loss": 1.5899, "theoretical_loss": 3.820434804370782, "tokens_seen": 677642240 }, { "epoch": 0.21, "learning_rate": 0.0008026880641925778, "loss": 1.6461, "theoretical_loss": 3.8203973540808507, "tokens_seen": 677707776 }, { "epoch": 0.21, "learning_rate": 0.0008026680040120361, "loss": 1.5392, "theoretical_loss": 3.8203599084261963, "tokens_seen": 677773312 }, { "epoch": 0.21, "learning_rate": 0.0008026479438314945, "loss": 1.586, "theoretical_loss": 3.8203224674057976, "tokens_seen": 677838848 }, { "epoch": 0.21, "learning_rate": 0.0008026278836509529, "loss": 1.4787, "theoretical_loss": 3.820285031018633, "tokens_seen": 677904384 }, { "epoch": 0.21, "learning_rate": 0.0008026078234704113, "loss": 1.551, "theoretical_loss": 3.820247599263682, "tokens_seen": 677969920 }, { "epoch": 0.21, "learning_rate": 0.0008025877632898696, "loss": 1.5822, "theoretical_loss": 3.8202101721399226, "tokens_seen": 678035456 }, { "epoch": 0.21, "learning_rate": 0.000802567703109328, "loss": 1.5526, "theoretical_loss": 3.8201727496463347, "tokens_seen": 678100992 }, { "epoch": 0.21, "learning_rate": 0.0008025476429287863, "loss": 1.6435, "theoretical_loss": 3.8201353317818985, "tokens_seen": 678166528 }, { "epoch": 0.21, "learning_rate": 0.0008025275827482448, "loss": 1.6288, "theoretical_loss": 3.820097918545594, "tokens_seen": 678232064 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.49411365389823914, "objective/train/docs_used": 252282, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.430901288986206, "objective/train/original_loss": 1.4309011697769165, "objective/train/theoretical_loss": 3.8200605099364005, "objective/train/tokens_used": 698757600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24448274075984955, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506542921066284, "objective/train/weighted_lm_loss": 1.5033304691314697, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8200605099364005, "tokens_seen": 678297600 }, { "epoch": 0.21, "learning_rate": 0.0008025075225677031, "loss": 1.4869, "theoretical_loss": 3.8200605099364005, "tokens_seen": 678297600 }, { "epoch": 0.21, "learning_rate": 0.0008024874623871615, "loss": 1.57, "theoretical_loss": 3.8200231059533003, "tokens_seen": 678363136 }, { "epoch": 0.21, "learning_rate": 0.0008024674022066199, "loss": 1.4631, "theoretical_loss": 3.819985706595274, "tokens_seen": 678428672 }, { "epoch": 0.21, "learning_rate": 0.0008024473420260783, "loss": 1.6472, "theoretical_loss": 3.8199483118613022, "tokens_seen": 678494208 }, { "epoch": 0.21, "learning_rate": 0.0008024272818455366, "loss": 1.5785, "theoretical_loss": 3.8199109217503677, "tokens_seen": 678559744 }, { "epoch": 0.21, "learning_rate": 0.000802407221664995, "loss": 1.6879, "theoretical_loss": 3.8198735362614524, "tokens_seen": 678625280 }, { "epoch": 0.21, "learning_rate": 0.0008023871614844533, "loss": 1.631, "theoretical_loss": 3.8198361553935385, "tokens_seen": 678690816 }, { "epoch": 0.21, "learning_rate": 0.0008023671013039118, "loss": 1.6277, "theoretical_loss": 3.819798779145608, "tokens_seen": 678756352 }, { "epoch": 0.21, "learning_rate": 0.0008023470411233701, "loss": 1.6684, "theoretical_loss": 3.8197614075166446, "tokens_seen": 678821888 }, { "epoch": 0.21, "learning_rate": 0.0008023269809428285, "loss": 1.6442, "theoretical_loss": 3.8197240405056316, "tokens_seen": 678887424 }, { "epoch": 0.21, "learning_rate": 0.0008023069207622869, "loss": 1.5968, "theoretical_loss": 3.8196866781115526, "tokens_seen": 678952960 }, { "epoch": 0.21, "learning_rate": 0.0008022868605817452, "loss": 1.6437, "theoretical_loss": 3.819649320333392, "tokens_seen": 679018496 }, { "epoch": 0.21, "learning_rate": 0.0008022668004012036, "loss": 1.66, "theoretical_loss": 3.819611967170133, "tokens_seen": 679084032 }, { "epoch": 0.21, "learning_rate": 0.0008022467402206621, "loss": 1.6421, "theoretical_loss": 3.819574618620761, "tokens_seen": 679149568 }, { "epoch": 0.21, "learning_rate": 0.0008022266800401203, "loss": 1.7343, "theoretical_loss": 3.8195372746842615, "tokens_seen": 679215104 }, { "epoch": 0.21, "learning_rate": 0.0008022066198595788, "loss": 1.4686, "theoretical_loss": 3.8194999353596186, "tokens_seen": 679280640 }, { "epoch": 0.21, "learning_rate": 0.000802186559679037, "loss": 1.5529, "theoretical_loss": 3.819462600645818, "tokens_seen": 679346176 }, { "epoch": 0.21, "learning_rate": 0.0008021664994984955, "loss": 1.5401, "theoretical_loss": 3.819425270541847, "tokens_seen": 679411712 }, { "epoch": 0.21, "learning_rate": 0.0008021464393179539, "loss": 1.5726, "theoretical_loss": 3.8193879450466905, "tokens_seen": 679477248 }, { "epoch": 0.21, "learning_rate": 0.0008021263791374122, "loss": 1.7235, "theoretical_loss": 3.819350624159335, "tokens_seen": 679542784 }, { "epoch": 0.21, "learning_rate": 0.0008021063189568706, "loss": 1.5611, "theoretical_loss": 3.819313307878768, "tokens_seen": 679608320 }, { "epoch": 0.21, "learning_rate": 0.0008020862587763291, "loss": 1.5859, "theoretical_loss": 3.8192759962039764, "tokens_seen": 679673856 }, { "epoch": 0.21, "learning_rate": 0.0008020661985957873, "loss": 1.5364, "theoretical_loss": 3.819238689133948, "tokens_seen": 679739392 }, { "epoch": 0.21, "learning_rate": 0.0008020461384152458, "loss": 1.6159, "theoretical_loss": 3.8192013866676704, "tokens_seen": 679804928 }, { "epoch": 0.21, "learning_rate": 0.000802026078234704, "loss": 1.5549, "theoretical_loss": 3.819164088804132, "tokens_seen": 679870464 }, { "epoch": 0.21, "learning_rate": 0.0008020060180541625, "loss": 1.62, "theoretical_loss": 3.8191267955423203, "tokens_seen": 679936000 }, { "epoch": 0.21, "learning_rate": 0.0008019859578736209, "loss": 1.5928, "theoretical_loss": 3.819089506881225, "tokens_seen": 680001536 }, { "epoch": 0.21, "learning_rate": 0.0008019658976930792, "loss": 1.5809, "theoretical_loss": 3.8190522228198356, "tokens_seen": 680067072 }, { "epoch": 0.21, "learning_rate": 0.0008019458375125376, "loss": 1.5064, "theoretical_loss": 3.81901494335714, "tokens_seen": 680132608 }, { "epoch": 0.21, "learning_rate": 0.000801925777331996, "loss": 1.5809, "theoretical_loss": 3.8189776684921295, "tokens_seen": 680198144 }, { "epoch": 0.21, "learning_rate": 0.0008019057171514543, "loss": 1.6652, "theoretical_loss": 3.8189403982237935, "tokens_seen": 680263680 }, { "epoch": 0.21, "learning_rate": 0.0008018856569709128, "loss": 1.4886, "theoretical_loss": 3.8189031325511227, "tokens_seen": 680329216 }, { "epoch": 0.21, "learning_rate": 0.000801865596790371, "loss": 1.5602, "theoretical_loss": 3.8188658714731076, "tokens_seen": 680394752 }, { "epoch": 0.21, "learning_rate": 0.0008018455366098295, "loss": 1.638, "theoretical_loss": 3.818828614988739, "tokens_seen": 680460288 }, { "epoch": 0.21, "learning_rate": 0.0008018254764292878, "loss": 1.5084, "theoretical_loss": 3.818791363097008, "tokens_seen": 680525824 }, { "epoch": 0.21, "learning_rate": 0.0008018054162487462, "loss": 1.6107, "theoretical_loss": 3.818754115796907, "tokens_seen": 680591360 }, { "epoch": 0.21, "learning_rate": 0.0008017853560682047, "loss": 1.6343, "theoretical_loss": 3.8187168730874275, "tokens_seen": 680656896 }, { "epoch": 0.21, "learning_rate": 0.000801765295887663, "loss": 1.5922, "theoretical_loss": 3.8186796349675625, "tokens_seen": 680722432 }, { "epoch": 0.21, "learning_rate": 0.0008017452357071214, "loss": 1.5014, "theoretical_loss": 3.818642401436304, "tokens_seen": 680787968 }, { "epoch": 0.21, "learning_rate": 0.0008017251755265798, "loss": 1.6048, "theoretical_loss": 3.818605172492645, "tokens_seen": 680853504 }, { "epoch": 0.21, "learning_rate": 0.0008017051153460382, "loss": 1.6152, "theoretical_loss": 3.8185679481355788, "tokens_seen": 680919040 }, { "epoch": 0.21, "learning_rate": 0.0008016850551654965, "loss": 1.4628, "theoretical_loss": 3.8185307283640983, "tokens_seen": 680984576 }, { "epoch": 0.21, "learning_rate": 0.0008016649949849549, "loss": 1.6703, "theoretical_loss": 3.8184935131771987, "tokens_seen": 681050112 }, { "epoch": 0.21, "learning_rate": 0.0008016449348044133, "loss": 1.6035, "theoretical_loss": 3.8184563025738734, "tokens_seen": 681115648 }, { "epoch": 0.21, "learning_rate": 0.0008016248746238717, "loss": 1.4916, "theoretical_loss": 3.818419096553117, "tokens_seen": 681181184 }, { "epoch": 0.21, "learning_rate": 0.00080160481444333, "loss": 1.6209, "theoretical_loss": 3.818381895113925, "tokens_seen": 681246720 }, { "epoch": 0.21, "learning_rate": 0.0008015847542627884, "loss": 1.5641, "theoretical_loss": 3.8183446982552915, "tokens_seen": 681312256 }, { "epoch": 0.21, "learning_rate": 0.0008015646940822467, "loss": 1.6276, "theoretical_loss": 3.8183075059762124, "tokens_seen": 681377792 }, { "epoch": 0.21, "learning_rate": 0.0008015446339017052, "loss": 1.6178, "theoretical_loss": 3.8182703182756836, "tokens_seen": 681443328 }, { "epoch": 0.21, "learning_rate": 0.0008015245737211635, "loss": 1.6189, "theoretical_loss": 3.8182331351527017, "tokens_seen": 681508864 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.4955112338066101, "objective/train/docs_used": 253498, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5169893503189087, "objective/train/original_loss": 1.5169892311096191, "objective/train/theoretical_loss": 3.818195956606262, "objective/train/tokens_used": 702034400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24576736986637115, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508005619049072, "objective/train/weighted_lm_loss": 1.5940165519714355, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.818195956606262, "tokens_seen": 681574400 }, { "epoch": 0.21, "learning_rate": 0.0008015045135406219, "loss": 1.621, "theoretical_loss": 3.818195956606262, "tokens_seen": 681574400 }, { "epoch": 0.21, "learning_rate": 0.0008014844533600803, "loss": 1.5552, "theoretical_loss": 3.818158782635362, "tokens_seen": 681639936 }, { "epoch": 0.21, "learning_rate": 0.0008014643931795387, "loss": 1.6968, "theoretical_loss": 3.8181216132389983, "tokens_seen": 681705472 }, { "epoch": 0.21, "learning_rate": 0.000801444332998997, "loss": 1.6022, "theoretical_loss": 3.818084448416169, "tokens_seen": 681771008 }, { "epoch": 0.21, "learning_rate": 0.0008014242728184555, "loss": 1.5787, "theoretical_loss": 3.8180472881658707, "tokens_seen": 681836544 }, { "epoch": 0.21, "learning_rate": 0.0008014042126379137, "loss": 1.6462, "theoretical_loss": 3.818010132487103, "tokens_seen": 681902080 }, { "epoch": 0.21, "learning_rate": 0.0008013841524573722, "loss": 1.5661, "theoretical_loss": 3.8179729813788628, "tokens_seen": 681967616 }, { "epoch": 0.21, "learning_rate": 0.0008013640922768305, "loss": 1.6059, "theoretical_loss": 3.8179358348401493, "tokens_seen": 682033152 }, { "epoch": 0.21, "learning_rate": 0.0008013440320962889, "loss": 1.6553, "theoretical_loss": 3.817898692869961, "tokens_seen": 682098688 }, { "epoch": 0.21, "learning_rate": 0.0008013239719157473, "loss": 1.5404, "theoretical_loss": 3.817861555467298, "tokens_seen": 682164224 }, { "epoch": 0.21, "learning_rate": 0.0008013039117352056, "loss": 1.6554, "theoretical_loss": 3.8178244226311597, "tokens_seen": 682229760 }, { "epoch": 0.21, "learning_rate": 0.000801283851554664, "loss": 1.6585, "theoretical_loss": 3.817787294360545, "tokens_seen": 682295296 }, { "epoch": 0.21, "learning_rate": 0.0008012637913741225, "loss": 1.6564, "theoretical_loss": 3.817750170654455, "tokens_seen": 682360832 }, { "epoch": 0.21, "learning_rate": 0.0008012437311935807, "loss": 1.6004, "theoretical_loss": 3.817713051511891, "tokens_seen": 682426368 }, { "epoch": 0.21, "learning_rate": 0.0008012236710130392, "loss": 1.6653, "theoretical_loss": 3.8176759369318525, "tokens_seen": 682491904 }, { "epoch": 0.21, "learning_rate": 0.0008012036108324974, "loss": 1.6103, "theoretical_loss": 3.8176388269133406, "tokens_seen": 682557440 }, { "epoch": 0.21, "learning_rate": 0.0008011835506519559, "loss": 1.5103, "theoretical_loss": 3.8176017214553575, "tokens_seen": 682622976 }, { "epoch": 0.21, "learning_rate": 0.0008011634904714143, "loss": 1.6258, "theoretical_loss": 3.8175646205569045, "tokens_seen": 682688512 }, { "epoch": 0.21, "learning_rate": 0.0008011434302908726, "loss": 1.6678, "theoretical_loss": 3.8175275242169846, "tokens_seen": 682754048 }, { "epoch": 0.21, "learning_rate": 0.000801123370110331, "loss": 1.6727, "theoretical_loss": 3.817490432434599, "tokens_seen": 682819584 }, { "epoch": 0.21, "learning_rate": 0.0008011033099297895, "loss": 1.4748, "theoretical_loss": 3.8174533452087513, "tokens_seen": 682885120 }, { "epoch": 0.21, "learning_rate": 0.0008010832497492477, "loss": 1.5809, "theoretical_loss": 3.817416262538444, "tokens_seen": 682950656 }, { "epoch": 0.21, "learning_rate": 0.0008010631895687062, "loss": 1.5509, "theoretical_loss": 3.817379184422681, "tokens_seen": 683016192 }, { "epoch": 0.21, "learning_rate": 0.0008010431293881644, "loss": 1.5299, "theoretical_loss": 3.8173421108604657, "tokens_seen": 683081728 }, { "epoch": 0.21, "learning_rate": 0.0008010230692076229, "loss": 1.5632, "theoretical_loss": 3.817305041850802, "tokens_seen": 683147264 }, { "epoch": 0.21, "learning_rate": 0.0008010030090270813, "loss": 1.6129, "theoretical_loss": 3.817267977392694, "tokens_seen": 683212800 }, { "epoch": 0.21, "learning_rate": 0.0008009829488465396, "loss": 1.5801, "theoretical_loss": 3.817230917485147, "tokens_seen": 683278336 }, { "epoch": 0.21, "learning_rate": 0.000800962888665998, "loss": 1.6283, "theoretical_loss": 3.817193862127165, "tokens_seen": 683343872 }, { "epoch": 0.21, "learning_rate": 0.0008009428284854564, "loss": 1.6558, "theoretical_loss": 3.817156811317754, "tokens_seen": 683409408 }, { "epoch": 0.21, "learning_rate": 0.0008009227683049147, "loss": 1.5399, "theoretical_loss": 3.81711976505592, "tokens_seen": 683474944 }, { "epoch": 0.21, "learning_rate": 0.0008009027081243732, "loss": 1.7733, "theoretical_loss": 3.8170827233406674, "tokens_seen": 683540480 }, { "epoch": 0.21, "learning_rate": 0.0008008826479438314, "loss": 1.6144, "theoretical_loss": 3.817045686171003, "tokens_seen": 683606016 }, { "epoch": 0.21, "learning_rate": 0.0008008625877632899, "loss": 1.5258, "theoretical_loss": 3.8170086535459333, "tokens_seen": 683671552 }, { "epoch": 0.21, "learning_rate": 0.0008008425275827482, "loss": 1.5926, "theoretical_loss": 3.816971625464466, "tokens_seen": 683737088 }, { "epoch": 0.21, "learning_rate": 0.0008008224674022066, "loss": 1.5895, "theoretical_loss": 3.816934601925607, "tokens_seen": 683802624 }, { "epoch": 0.21, "learning_rate": 0.000800802407221665, "loss": 1.6567, "theoretical_loss": 3.8168975829283642, "tokens_seen": 683868160 }, { "epoch": 0.21, "learning_rate": 0.0008007823470411234, "loss": 1.5822, "theoretical_loss": 3.8168605684717454, "tokens_seen": 683933696 }, { "epoch": 0.21, "learning_rate": 0.0008007622868605817, "loss": 1.5838, "theoretical_loss": 3.8168235585547587, "tokens_seen": 683999232 }, { "epoch": 0.21, "learning_rate": 0.0008007422266800402, "loss": 1.7083, "theoretical_loss": 3.816786553176412, "tokens_seen": 684064768 }, { "epoch": 0.21, "learning_rate": 0.0008007221664994985, "loss": 1.5816, "theoretical_loss": 3.8167495523357147, "tokens_seen": 684130304 }, { "epoch": 0.21, "learning_rate": 0.0008007021063189569, "loss": 1.5373, "theoretical_loss": 3.816712556031675, "tokens_seen": 684195840 }, { "epoch": 0.21, "learning_rate": 0.0008006820461384152, "loss": 1.7265, "theoretical_loss": 3.816675564263303, "tokens_seen": 684261376 }, { "epoch": 0.21, "learning_rate": 0.0008006619859578737, "loss": 1.4646, "theoretical_loss": 3.8166385770296074, "tokens_seen": 684326912 }, { "epoch": 0.21, "learning_rate": 0.000800641925777332, "loss": 1.5245, "theoretical_loss": 3.816601594329599, "tokens_seen": 684392448 }, { "epoch": 0.21, "learning_rate": 0.0008006218655967904, "loss": 1.6153, "theoretical_loss": 3.816564616162287, "tokens_seen": 684457984 }, { "epoch": 0.21, "learning_rate": 0.0008006018054162487, "loss": 1.5494, "theoretical_loss": 3.816527642526683, "tokens_seen": 684523520 }, { "epoch": 0.21, "learning_rate": 0.0008005817452357071, "loss": 1.587, "theoretical_loss": 3.8164906734217974, "tokens_seen": 684589056 }, { "epoch": 0.21, "learning_rate": 0.0008005616850551655, "loss": 1.5202, "theoretical_loss": 3.816453708846642, "tokens_seen": 684654592 }, { "epoch": 0.21, "learning_rate": 0.0008005416248746239, "loss": 1.5808, "theoretical_loss": 3.8164167488002265, "tokens_seen": 684720128 }, { "epoch": 0.21, "learning_rate": 0.0008005215646940822, "loss": 1.5932, "theoretical_loss": 3.8163797932815644, "tokens_seen": 684785664 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.49446743726730347, "objective/train/docs_used": 254674, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4938709735870361, "objective/train/original_loss": 1.4938709735870361, "objective/train/theoretical_loss": 3.816342842289668, "objective/train/tokens_used": 705311200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2447027564048767, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050690770149231, "objective/train/weighted_lm_loss": 1.5695686340332031, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.816342842289668, "tokens_seen": 684851200 }, { "epoch": 0.21, "learning_rate": 0.0008005015045135407, "loss": 1.5732, "theoretical_loss": 3.816342842289668, "tokens_seen": 684851200 }, { "epoch": 0.21, "learning_rate": 0.0008004814443329989, "loss": 1.6135, "theoretical_loss": 3.8163058958235476, "tokens_seen": 684916736 }, { "epoch": 0.21, "learning_rate": 0.0008004613841524574, "loss": 1.6286, "theoretical_loss": 3.816268953882218, "tokens_seen": 684982272 }, { "epoch": 0.21, "learning_rate": 0.0008004413239719157, "loss": 1.5237, "theoretical_loss": 3.8162320164646912, "tokens_seen": 685047808 }, { "epoch": 0.21, "learning_rate": 0.0008004212637913741, "loss": 1.5382, "theoretical_loss": 3.816195083569981, "tokens_seen": 685113344 }, { "epoch": 0.21, "learning_rate": 0.0008004012036108325, "loss": 1.5408, "theoretical_loss": 3.816158155197101, "tokens_seen": 685178880 }, { "epoch": 0.21, "learning_rate": 0.0008003811434302909, "loss": 1.6047, "theoretical_loss": 3.8161212313450648, "tokens_seen": 685244416 }, { "epoch": 0.21, "learning_rate": 0.0008003610832497492, "loss": 1.6447, "theoretical_loss": 3.8160843120128867, "tokens_seen": 685309952 }, { "epoch": 0.21, "learning_rate": 0.0008003410230692077, "loss": 1.5582, "theoretical_loss": 3.816047397199582, "tokens_seen": 685375488 }, { "epoch": 0.21, "learning_rate": 0.0008003209628886659, "loss": 1.6029, "theoretical_loss": 3.8160104869041644, "tokens_seen": 685441024 }, { "epoch": 0.21, "learning_rate": 0.0008003009027081244, "loss": 1.5618, "theoretical_loss": 3.81597358112565, "tokens_seen": 685506560 }, { "epoch": 0.21, "learning_rate": 0.0008002808425275829, "loss": 1.7055, "theoretical_loss": 3.8159366798630536, "tokens_seen": 685572096 }, { "epoch": 0.21, "learning_rate": 0.0008002607823470411, "loss": 1.5197, "theoretical_loss": 3.8158997831153916, "tokens_seen": 685637632 }, { "epoch": 0.21, "learning_rate": 0.0008002407221664996, "loss": 1.5811, "theoretical_loss": 3.81586289088168, "tokens_seen": 685703168 }, { "epoch": 0.21, "learning_rate": 0.0008002206619859578, "loss": 1.6259, "theoretical_loss": 3.815826003160935, "tokens_seen": 685768704 }, { "epoch": 0.21, "learning_rate": 0.0008002006018054163, "loss": 1.5439, "theoretical_loss": 3.8157891199521736, "tokens_seen": 685834240 }, { "epoch": 0.21, "learning_rate": 0.0008001805416248747, "loss": 1.5799, "theoretical_loss": 3.8157522412544127, "tokens_seen": 685899776 }, { "epoch": 0.21, "learning_rate": 0.000800160481444333, "loss": 1.7461, "theoretical_loss": 3.8157153670666695, "tokens_seen": 685965312 }, { "epoch": 0.21, "learning_rate": 0.0008001404212637914, "loss": 1.6544, "theoretical_loss": 3.815678497387962, "tokens_seen": 686030848 }, { "epoch": 0.21, "learning_rate": 0.0008001203610832499, "loss": 1.4647, "theoretical_loss": 3.815641632217308, "tokens_seen": 686096384 }, { "epoch": 0.21, "learning_rate": 0.0008001003009027081, "loss": 1.5925, "theoretical_loss": 3.8156047715537253, "tokens_seen": 686161920 }, { "epoch": 0.21, "learning_rate": 0.0008000802407221666, "loss": 1.5962, "theoretical_loss": 3.8155679153962336, "tokens_seen": 686227456 }, { "epoch": 0.21, "learning_rate": 0.0008000601805416248, "loss": 1.6627, "theoretical_loss": 3.8155310637438506, "tokens_seen": 686292992 }, { "epoch": 0.21, "learning_rate": 0.0008000401203610833, "loss": 1.6375, "theoretical_loss": 3.815494216595596, "tokens_seen": 686358528 }, { "epoch": 0.21, "learning_rate": 0.0008000200601805417, "loss": 1.4875, "theoretical_loss": 3.8154573739504896, "tokens_seen": 686424064 }, { "epoch": 0.21, "learning_rate": 0.0008, "loss": 1.6557, "theoretical_loss": 3.815420535807551, "tokens_seen": 686489600 }, { "epoch": 0.21, "learning_rate": 0.0007999799398194584, "loss": 1.5671, "theoretical_loss": 3.8153837021657995, "tokens_seen": 686555136 }, { "epoch": 0.21, "learning_rate": 0.0007999598796389168, "loss": 1.5943, "theoretical_loss": 3.815346873024257, "tokens_seen": 686620672 }, { "epoch": 0.21, "learning_rate": 0.0007999398194583751, "loss": 1.5247, "theoretical_loss": 3.8153100483819427, "tokens_seen": 686686208 }, { "epoch": 0.21, "learning_rate": 0.0007999197592778336, "loss": 1.533, "theoretical_loss": 3.8152732282378787, "tokens_seen": 686751744 }, { "epoch": 0.21, "learning_rate": 0.0007998996990972918, "loss": 1.5665, "theoretical_loss": 3.8152364125910863, "tokens_seen": 686817280 }, { "epoch": 0.21, "learning_rate": 0.0007998796389167503, "loss": 1.5765, "theoretical_loss": 3.815199601440587, "tokens_seen": 686882816 }, { "epoch": 0.21, "learning_rate": 0.0007998595787362086, "loss": 1.6301, "theoretical_loss": 3.815162794785402, "tokens_seen": 686948352 }, { "epoch": 0.21, "learning_rate": 0.000799839518555667, "loss": 1.5349, "theoretical_loss": 3.815125992624554, "tokens_seen": 687013888 }, { "epoch": 0.21, "learning_rate": 0.0007998194583751254, "loss": 1.5315, "theoretical_loss": 3.8150891949570664, "tokens_seen": 687079424 }, { "epoch": 0.21, "learning_rate": 0.0007997993981945838, "loss": 1.5514, "theoretical_loss": 3.815052401781961, "tokens_seen": 687144960 }, { "epoch": 0.21, "learning_rate": 0.0007997793380140421, "loss": 1.6791, "theoretical_loss": 3.8150156130982618, "tokens_seen": 687210496 }, { "epoch": 0.21, "learning_rate": 0.0007997592778335006, "loss": 1.5273, "theoretical_loss": 3.8149788289049917, "tokens_seen": 687276032 }, { "epoch": 0.21, "learning_rate": 0.0007997392176529589, "loss": 1.5077, "theoretical_loss": 3.814942049201175, "tokens_seen": 687341568 }, { "epoch": 0.21, "learning_rate": 0.0007997191574724173, "loss": 1.6135, "theoretical_loss": 3.8149052739858345, "tokens_seen": 687407104 }, { "epoch": 0.21, "learning_rate": 0.0007996990972918756, "loss": 1.7439, "theoretical_loss": 3.8148685032579963, "tokens_seen": 687472640 }, { "epoch": 0.21, "learning_rate": 0.000799679037111334, "loss": 1.6633, "theoretical_loss": 3.814831737016684, "tokens_seen": 687538176 }, { "epoch": 0.21, "learning_rate": 0.0007996589769307924, "loss": 1.5305, "theoretical_loss": 3.8147949752609236, "tokens_seen": 687603712 }, { "epoch": 0.21, "learning_rate": 0.0007996389167502508, "loss": 1.7444, "theoretical_loss": 3.814758217989739, "tokens_seen": 687669248 }, { "epoch": 0.21, "learning_rate": 0.0007996188565697091, "loss": 1.593, "theoretical_loss": 3.814721465202157, "tokens_seen": 687734784 }, { "epoch": 0.21, "learning_rate": 0.0007995987963891675, "loss": 1.5504, "theoretical_loss": 3.8146847168972027, "tokens_seen": 687800320 }, { "epoch": 0.21, "learning_rate": 0.0007995787362086259, "loss": 1.453, "theoretical_loss": 3.814647973073903, "tokens_seen": 687865856 }, { "epoch": 0.21, "learning_rate": 0.0007995586760280843, "loss": 1.5786, "theoretical_loss": 3.8146112337312843, "tokens_seen": 687931392 }, { "epoch": 0.21, "learning_rate": 0.0007995386158475426, "loss": 1.5101, "theoretical_loss": 3.8145744988683727, "tokens_seen": 687996928 }, { "epoch": 0.21, "learning_rate": 0.0007995185556670011, "loss": 1.6444, "theoretical_loss": 3.814537768484197, "tokens_seen": 688062464 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.4902955889701843, "objective/train/docs_used": 255827, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4737927913665771, "objective/train/original_loss": 1.4737927913665771, "objective/train/theoretical_loss": 3.8145010425777826, "objective/train/tokens_used": 708588000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24105313420295715, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502549409866333, "objective/train/weighted_lm_loss": 1.548177719116211, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.8145010425777826, "tokens_seen": 688128000 }, { "epoch": 0.21, "learning_rate": 0.0007994984954864593, "loss": 1.5881, "theoretical_loss": 3.8145010425777826, "tokens_seen": 688128000 }, { "epoch": 0.21, "learning_rate": 0.0007994784353059178, "loss": 1.5737, "theoretical_loss": 3.8144643211481584, "tokens_seen": 688193536 }, { "epoch": 0.21, "learning_rate": 0.0007994583751253761, "loss": 1.6205, "theoretical_loss": 3.8144276041943526, "tokens_seen": 688259072 }, { "epoch": 0.21, "learning_rate": 0.0007994383149448345, "loss": 1.6015, "theoretical_loss": 3.8143908917153926, "tokens_seen": 688324608 }, { "epoch": 0.21, "learning_rate": 0.0007994182547642929, "loss": 1.5934, "theoretical_loss": 3.814354183710308, "tokens_seen": 688390144 }, { "epoch": 0.21, "learning_rate": 0.0007993981945837513, "loss": 1.5689, "theoretical_loss": 3.814317480178128, "tokens_seen": 688455680 }, { "epoch": 0.21, "learning_rate": 0.0007993781344032096, "loss": 1.6545, "theoretical_loss": 3.8142807811178807, "tokens_seen": 688521216 }, { "epoch": 0.21, "learning_rate": 0.0007993580742226681, "loss": 1.5859, "theoretical_loss": 3.8142440865285963, "tokens_seen": 688586752 }, { "epoch": 0.21, "learning_rate": 0.0007993380140421263, "loss": 1.5753, "theoretical_loss": 3.8142073964093046, "tokens_seen": 688652288 }, { "epoch": 0.21, "learning_rate": 0.0007993179538615848, "loss": 1.4878, "theoretical_loss": 3.814170710759036, "tokens_seen": 688717824 }, { "epoch": 0.21, "learning_rate": 0.0007992978936810432, "loss": 1.6496, "theoretical_loss": 3.8141340295768202, "tokens_seen": 688783360 }, { "epoch": 0.21, "learning_rate": 0.0007992778335005015, "loss": 1.5481, "theoretical_loss": 3.814097352861689, "tokens_seen": 688848896 }, { "epoch": 0.21, "learning_rate": 0.0007992577733199599, "loss": 1.6138, "theoretical_loss": 3.8140606806126733, "tokens_seen": 688914432 }, { "epoch": 0.21, "learning_rate": 0.0007992377131394182, "loss": 1.5535, "theoretical_loss": 3.8140240128288037, "tokens_seen": 688979968 }, { "epoch": 0.21, "learning_rate": 0.0007992176529588766, "loss": 1.6351, "theoretical_loss": 3.8139873495091123, "tokens_seen": 689045504 }, { "epoch": 0.21, "learning_rate": 0.0007991975927783351, "loss": 1.592, "theoretical_loss": 3.8139506906526317, "tokens_seen": 689111040 }, { "epoch": 0.21, "learning_rate": 0.0007991775325977933, "loss": 1.5992, "theoretical_loss": 3.813914036258393, "tokens_seen": 689176576 }, { "epoch": 0.21, "learning_rate": 0.0007991574724172518, "loss": 1.4772, "theoretical_loss": 3.81387738632543, "tokens_seen": 689242112 }, { "epoch": 0.21, "learning_rate": 0.0007991374122367102, "loss": 1.6113, "theoretical_loss": 3.8138407408527755, "tokens_seen": 689307648 }, { "epoch": 0.21, "learning_rate": 0.0007991173520561685, "loss": 1.7327, "theoretical_loss": 3.8138040998394613, "tokens_seen": 689373184 }, { "epoch": 0.21, "learning_rate": 0.0007990972918756269, "loss": 1.5241, "theoretical_loss": 3.813767463284522, "tokens_seen": 689438720 }, { "epoch": 0.21, "learning_rate": 0.0007990772316950852, "loss": 1.6101, "theoretical_loss": 3.8137308311869917, "tokens_seen": 689504256 }, { "epoch": 0.21, "learning_rate": 0.0007990571715145436, "loss": 1.6027, "theoretical_loss": 3.8136942035459036, "tokens_seen": 689569792 }, { "epoch": 0.21, "learning_rate": 0.0007990371113340021, "loss": 1.562, "theoretical_loss": 3.813657580360293, "tokens_seen": 689635328 }, { "epoch": 0.21, "learning_rate": 0.0007990170511534603, "loss": 1.6389, "theoretical_loss": 3.8136209616291934, "tokens_seen": 689700864 }, { "epoch": 0.21, "learning_rate": 0.0007989969909729188, "loss": 1.605, "theoretical_loss": 3.813584347351641, "tokens_seen": 689766400 }, { "epoch": 0.21, "learning_rate": 0.0007989769307923771, "loss": 1.6273, "theoretical_loss": 3.81354773752667, "tokens_seen": 689831936 }, { "epoch": 0.21, "learning_rate": 0.0007989568706118355, "loss": 1.5705, "theoretical_loss": 3.8135111321533173, "tokens_seen": 689897472 }, { "epoch": 0.21, "learning_rate": 0.0007989368104312939, "loss": 1.6024, "theoretical_loss": 3.813474531230618, "tokens_seen": 689963008 }, { "epoch": 0.21, "learning_rate": 0.0007989167502507522, "loss": 1.498, "theoretical_loss": 3.813437934757608, "tokens_seen": 690028544 }, { "epoch": 0.21, "learning_rate": 0.0007988966900702106, "loss": 1.6946, "theoretical_loss": 3.813401342733325, "tokens_seen": 690094080 }, { "epoch": 0.21, "learning_rate": 0.000798876629889669, "loss": 1.5686, "theoretical_loss": 3.813364755156804, "tokens_seen": 690159616 }, { "epoch": 0.21, "learning_rate": 0.0007988565697091273, "loss": 1.5396, "theoretical_loss": 3.8133281720270835, "tokens_seen": 690225152 }, { "epoch": 0.21, "learning_rate": 0.0007988365095285858, "loss": 1.5888, "theoretical_loss": 3.813291593343201, "tokens_seen": 690290688 }, { "epoch": 0.21, "learning_rate": 0.0007988164493480441, "loss": 1.6458, "theoretical_loss": 3.8132550191041936, "tokens_seen": 690356224 }, { "epoch": 0.21, "learning_rate": 0.0007987963891675025, "loss": 1.6777, "theoretical_loss": 3.8132184493090993, "tokens_seen": 690421760 }, { "epoch": 0.21, "learning_rate": 0.000798776328986961, "loss": 1.5544, "theoretical_loss": 3.8131818839569562, "tokens_seen": 690487296 }, { "epoch": 0.21, "learning_rate": 0.0007987562688064193, "loss": 1.5344, "theoretical_loss": 3.8131453230468035, "tokens_seen": 690552832 }, { "epoch": 0.21, "learning_rate": 0.0007987362086258777, "loss": 1.6199, "theoretical_loss": 3.8131087665776793, "tokens_seen": 690618368 }, { "epoch": 0.21, "learning_rate": 0.000798716148445336, "loss": 1.6303, "theoretical_loss": 3.813072214548624, "tokens_seen": 690683904 }, { "epoch": 0.21, "learning_rate": 0.0007986960882647945, "loss": 1.678, "theoretical_loss": 3.8130356669586765, "tokens_seen": 690749440 }, { "epoch": 0.21, "learning_rate": 0.0007986760280842528, "loss": 1.6316, "theoretical_loss": 3.8129991238068763, "tokens_seen": 690814976 }, { "epoch": 0.21, "learning_rate": 0.0007986559679037112, "loss": 1.5212, "theoretical_loss": 3.8129625850922633, "tokens_seen": 690880512 }, { "epoch": 0.21, "learning_rate": 0.0007986359077231695, "loss": 1.4729, "theoretical_loss": 3.8129260508138785, "tokens_seen": 690946048 }, { "epoch": 0.21, "learning_rate": 0.0007986158475426279, "loss": 1.5299, "theoretical_loss": 3.8128895209707627, "tokens_seen": 691011584 }, { "epoch": 0.21, "learning_rate": 0.0007985957873620863, "loss": 1.7006, "theoretical_loss": 3.8128529955619563, "tokens_seen": 691077120 }, { "epoch": 0.21, "learning_rate": 0.0007985757271815447, "loss": 1.6765, "theoretical_loss": 3.8128164745865014, "tokens_seen": 691142656 }, { "epoch": 0.21, "learning_rate": 0.000798555667001003, "loss": 1.7169, "theoretical_loss": 3.8127799580434383, "tokens_seen": 691208192 }, { "epoch": 0.21, "learning_rate": 0.0007985356068204615, "loss": 1.4903, "theoretical_loss": 3.81274344593181, "tokens_seen": 691273728 }, { "epoch": 0.21, "learning_rate": 0.0007985155466399197, "loss": 1.5823, "theoretical_loss": 3.8127069382506584, "tokens_seen": 691339264 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.495864599943161, "objective/train/docs_used": 257040, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4937437772750854, "objective/train/original_loss": 1.4937434196472168, "objective/train/theoretical_loss": 3.812670434999026, "objective/train/tokens_used": 711864800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24615159630775452, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508379936218262, "objective/train/weighted_lm_loss": 1.5696989297866821, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.812670434999026, "tokens_seen": 691404800 }, { "epoch": 0.21, "learning_rate": 0.0007984954864593782, "loss": 1.5931, "theoretical_loss": 3.812670434999026, "tokens_seen": 691404800 }, { "epoch": 0.21, "learning_rate": 0.0007984754262788365, "loss": 1.4626, "theoretical_loss": 3.8126339361759554, "tokens_seen": 691470336 }, { "epoch": 0.21, "learning_rate": 0.0007984553660982949, "loss": 1.5853, "theoretical_loss": 3.8125974417804893, "tokens_seen": 691535872 }, { "epoch": 0.21, "learning_rate": 0.0007984353059177533, "loss": 1.4963, "theoretical_loss": 3.8125609518116717, "tokens_seen": 691601408 }, { "epoch": 0.21, "learning_rate": 0.0007984152457372117, "loss": 1.5533, "theoretical_loss": 3.8125244662685462, "tokens_seen": 691666944 }, { "epoch": 0.21, "learning_rate": 0.00079839518555667, "loss": 1.5982, "theoretical_loss": 3.812487985150157, "tokens_seen": 691732480 }, { "epoch": 0.21, "learning_rate": 0.0007983751253761285, "loss": 1.4978, "theoretical_loss": 3.8124515084555477, "tokens_seen": 691798016 }, { "epoch": 0.21, "learning_rate": 0.0007983550651955867, "loss": 1.482, "theoretical_loss": 3.812415036183763, "tokens_seen": 691863552 }, { "epoch": 0.21, "learning_rate": 0.0007983350050150452, "loss": 1.631, "theoretical_loss": 3.8123785683338487, "tokens_seen": 691929088 }, { "epoch": 0.21, "learning_rate": 0.0007983149448345036, "loss": 1.6434, "theoretical_loss": 3.8123421049048485, "tokens_seen": 691994624 }, { "epoch": 0.21, "learning_rate": 0.0007982948846539619, "loss": 1.5355, "theoretical_loss": 3.8123056458958087, "tokens_seen": 692060160 }, { "epoch": 0.21, "learning_rate": 0.0007982748244734203, "loss": 1.6391, "theoretical_loss": 3.8122691913057754, "tokens_seen": 692125696 }, { "epoch": 0.21, "learning_rate": 0.0007982547642928786, "loss": 1.5335, "theoretical_loss": 3.8122327411337933, "tokens_seen": 692191232 }, { "epoch": 0.21, "learning_rate": 0.000798234704112337, "loss": 1.6104, "theoretical_loss": 3.8121962953789104, "tokens_seen": 692256768 }, { "epoch": 0.21, "learning_rate": 0.0007982146439317955, "loss": 1.467, "theoretical_loss": 3.812159854040172, "tokens_seen": 692322304 }, { "epoch": 0.21, "learning_rate": 0.0007981945837512537, "loss": 1.6437, "theoretical_loss": 3.812123417116626, "tokens_seen": 692387840 }, { "epoch": 0.21, "learning_rate": 0.0007981745235707122, "loss": 1.5588, "theoretical_loss": 3.812086984607319, "tokens_seen": 692453376 }, { "epoch": 0.21, "learning_rate": 0.0007981544633901706, "loss": 1.58, "theoretical_loss": 3.8120505565112985, "tokens_seen": 692518912 }, { "epoch": 0.21, "learning_rate": 0.0007981344032096289, "loss": 1.6004, "theoretical_loss": 3.8120141328276125, "tokens_seen": 692584448 }, { "epoch": 0.21, "learning_rate": 0.0007981143430290873, "loss": 1.7004, "theoretical_loss": 3.8119777135553097, "tokens_seen": 692649984 }, { "epoch": 0.21, "learning_rate": 0.0007980942828485456, "loss": 1.5998, "theoretical_loss": 3.8119412986934376, "tokens_seen": 692715520 }, { "epoch": 0.21, "learning_rate": 0.000798074222668004, "loss": 1.6219, "theoretical_loss": 3.8119048882410453, "tokens_seen": 692781056 }, { "epoch": 0.21, "learning_rate": 0.0007980541624874625, "loss": 1.5678, "theoretical_loss": 3.8118684821971813, "tokens_seen": 692846592 }, { "epoch": 0.21, "learning_rate": 0.0007980341023069207, "loss": 1.5699, "theoretical_loss": 3.8118320805608965, "tokens_seen": 692912128 }, { "epoch": 0.21, "learning_rate": 0.0007980140421263792, "loss": 1.6347, "theoretical_loss": 3.8117956833312383, "tokens_seen": 692977664 }, { "epoch": 0.21, "learning_rate": 0.0007979939819458375, "loss": 1.5784, "theoretical_loss": 3.8117592905072577, "tokens_seen": 693043200 }, { "epoch": 0.21, "learning_rate": 0.0007979739217652959, "loss": 1.6816, "theoretical_loss": 3.8117229020880057, "tokens_seen": 693108736 }, { "epoch": 0.21, "learning_rate": 0.0007979538615847543, "loss": 1.7214, "theoretical_loss": 3.8116865180725314, "tokens_seen": 693174272 }, { "epoch": 0.21, "learning_rate": 0.0007979338014042127, "loss": 1.5759, "theoretical_loss": 3.811650138459886, "tokens_seen": 693239808 }, { "epoch": 0.21, "learning_rate": 0.000797913741223671, "loss": 1.6032, "theoretical_loss": 3.8116137632491207, "tokens_seen": 693305344 }, { "epoch": 0.21, "learning_rate": 0.0007978936810431294, "loss": 1.5391, "theoretical_loss": 3.811577392439287, "tokens_seen": 693370880 }, { "epoch": 0.21, "learning_rate": 0.0007978736208625877, "loss": 1.6395, "theoretical_loss": 3.811541026029436, "tokens_seen": 693436416 }, { "epoch": 0.21, "learning_rate": 0.0007978535606820462, "loss": 1.6483, "theoretical_loss": 3.81150466401862, "tokens_seen": 693501952 }, { "epoch": 0.21, "learning_rate": 0.0007978335005015045, "loss": 1.6036, "theoretical_loss": 3.8114683064058914, "tokens_seen": 693567488 }, { "epoch": 0.21, "learning_rate": 0.0007978134403209629, "loss": 1.545, "theoretical_loss": 3.8114319531903025, "tokens_seen": 693633024 }, { "epoch": 0.21, "learning_rate": 0.0007977933801404213, "loss": 1.641, "theoretical_loss": 3.8113956043709063, "tokens_seen": 693698560 }, { "epoch": 0.21, "learning_rate": 0.0007977733199598797, "loss": 1.5923, "theoretical_loss": 3.8113592599467556, "tokens_seen": 693764096 }, { "epoch": 0.21, "learning_rate": 0.000797753259779338, "loss": 1.6431, "theoretical_loss": 3.811322919916904, "tokens_seen": 693829632 }, { "epoch": 0.21, "learning_rate": 0.0007977331995987964, "loss": 1.5936, "theoretical_loss": 3.811286584280406, "tokens_seen": 693895168 }, { "epoch": 0.21, "learning_rate": 0.0007977131394182547, "loss": 1.6318, "theoretical_loss": 3.811250253036314, "tokens_seen": 693960704 }, { "epoch": 0.21, "learning_rate": 0.0007976930792377132, "loss": 1.5063, "theoretical_loss": 3.811213926183683, "tokens_seen": 694026240 }, { "epoch": 0.21, "learning_rate": 0.0007976730190571715, "loss": 1.6774, "theoretical_loss": 3.8111776037215686, "tokens_seen": 694091776 }, { "epoch": 0.21, "learning_rate": 0.0007976529588766299, "loss": 1.619, "theoretical_loss": 3.8111412856490245, "tokens_seen": 694157312 }, { "epoch": 0.21, "learning_rate": 0.0007976328986960882, "loss": 1.7793, "theoretical_loss": 3.8111049719651056, "tokens_seen": 694222848 }, { "epoch": 0.21, "learning_rate": 0.0007976128385155467, "loss": 1.5698, "theoretical_loss": 3.811068662668869, "tokens_seen": 694288384 }, { "epoch": 0.21, "learning_rate": 0.000797592778335005, "loss": 1.5048, "theoretical_loss": 3.811032357759368, "tokens_seen": 694353920 }, { "epoch": 0.21, "learning_rate": 0.0007975727181544634, "loss": 1.5804, "theoretical_loss": 3.810996057235661, "tokens_seen": 694419456 }, { "epoch": 0.21, "learning_rate": 0.0007975526579739217, "loss": 1.7028, "theoretical_loss": 3.810959761096803, "tokens_seen": 694484992 }, { "epoch": 0.21, "learning_rate": 0.0007975325977933801, "loss": 1.5144, "theoretical_loss": 3.8109234693418514, "tokens_seen": 694550528 }, { "epoch": 0.21, "learning_rate": 0.0007975125376128385, "loss": 1.5183, "theoretical_loss": 3.8108871819698624, "tokens_seen": 694616064 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.493087500333786, "objective/train/docs_used": 258341, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5312550067901611, "objective/train/original_loss": 1.5312550067901611, "objective/train/theoretical_loss": 3.810850898979894, "objective/train/tokens_used": 715141600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24364736676216125, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505473613739014, "objective/train/weighted_lm_loss": 1.608521580696106, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.810850898979894, "tokens_seen": 694681600 }, { "epoch": 0.21, "learning_rate": 0.0007974924774322969, "loss": 1.6878, "theoretical_loss": 3.810850898979894, "tokens_seen": 694681600 }, { "epoch": 0.21, "learning_rate": 0.0007974724172517552, "loss": 1.5909, "theoretical_loss": 3.8108146203710027, "tokens_seen": 694747136 }, { "epoch": 0.21, "learning_rate": 0.0007974523570712137, "loss": 1.6253, "theoretical_loss": 3.8107783461422473, "tokens_seen": 694812672 }, { "epoch": 0.21, "learning_rate": 0.000797432296890672, "loss": 1.6755, "theoretical_loss": 3.8107420762926854, "tokens_seen": 694878208 }, { "epoch": 0.21, "learning_rate": 0.0007974122367101304, "loss": 1.5974, "theoretical_loss": 3.810705810821375, "tokens_seen": 694943744 }, { "epoch": 0.21, "learning_rate": 0.0007973921765295888, "loss": 1.5789, "theoretical_loss": 3.8106695497273755, "tokens_seen": 695009280 }, { "epoch": 0.21, "learning_rate": 0.0007973721163490471, "loss": 1.6427, "theoretical_loss": 3.810633293009746, "tokens_seen": 695074816 }, { "epoch": 0.21, "learning_rate": 0.0007973520561685055, "loss": 1.499, "theoretical_loss": 3.810597040667545, "tokens_seen": 695140352 }, { "epoch": 0.21, "learning_rate": 0.000797331995987964, "loss": 1.6556, "theoretical_loss": 3.8105607926998326, "tokens_seen": 695205888 }, { "epoch": 0.21, "learning_rate": 0.0007973119358074222, "loss": 1.5852, "theoretical_loss": 3.810524549105668, "tokens_seen": 695271424 }, { "epoch": 0.21, "learning_rate": 0.0007972918756268807, "loss": 1.5003, "theoretical_loss": 3.810488309884112, "tokens_seen": 695336960 }, { "epoch": 0.21, "learning_rate": 0.000797271815446339, "loss": 1.6606, "theoretical_loss": 3.810452075034225, "tokens_seen": 695402496 }, { "epoch": 0.21, "learning_rate": 0.0007972517552657974, "loss": 1.5402, "theoretical_loss": 3.810415844555067, "tokens_seen": 695468032 }, { "epoch": 0.21, "learning_rate": 0.0007972316950852559, "loss": 1.5619, "theoretical_loss": 3.8103796184456997, "tokens_seen": 695533568 }, { "epoch": 0.21, "learning_rate": 0.0007972116349047141, "loss": 1.4855, "theoretical_loss": 3.8103433967051843, "tokens_seen": 695599104 }, { "epoch": 0.21, "learning_rate": 0.0007971915747241726, "loss": 1.7278, "theoretical_loss": 3.8103071793325825, "tokens_seen": 695664640 }, { "epoch": 0.21, "learning_rate": 0.000797171514543631, "loss": 1.4759, "theoretical_loss": 3.8102709663269554, "tokens_seen": 695730176 }, { "epoch": 0.21, "learning_rate": 0.0007971514543630893, "loss": 1.5809, "theoretical_loss": 3.8102347576873656, "tokens_seen": 695795712 }, { "epoch": 0.21, "learning_rate": 0.0007971313941825477, "loss": 1.6217, "theoretical_loss": 3.810198553412876, "tokens_seen": 695861248 }, { "epoch": 0.21, "learning_rate": 0.000797111334002006, "loss": 1.5495, "theoretical_loss": 3.8101623535025495, "tokens_seen": 695926784 }, { "epoch": 0.21, "learning_rate": 0.0007970912738214644, "loss": 1.6009, "theoretical_loss": 3.810126157955448, "tokens_seen": 695992320 }, { "epoch": 0.21, "learning_rate": 0.0007970712136409229, "loss": 1.4819, "theoretical_loss": 3.8100899667706356, "tokens_seen": 696057856 }, { "epoch": 0.21, "learning_rate": 0.0007970511534603811, "loss": 1.5304, "theoretical_loss": 3.8100537799471756, "tokens_seen": 696123392 }, { "epoch": 0.21, "learning_rate": 0.0007970310932798396, "loss": 1.6377, "theoretical_loss": 3.810017597484132, "tokens_seen": 696188928 }, { "epoch": 0.21, "learning_rate": 0.0007970110330992979, "loss": 1.5886, "theoretical_loss": 3.809981419380569, "tokens_seen": 696254464 }, { "epoch": 0.21, "learning_rate": 0.0007969909729187563, "loss": 1.6084, "theoretical_loss": 3.809945245635552, "tokens_seen": 696320000 }, { "epoch": 0.21, "learning_rate": 0.0007969709127382147, "loss": 1.6489, "theoretical_loss": 3.8099090762481436, "tokens_seen": 696385536 }, { "epoch": 0.21, "learning_rate": 0.000796950852557673, "loss": 1.5483, "theoretical_loss": 3.809872911217411, "tokens_seen": 696451072 }, { "epoch": 0.21, "learning_rate": 0.0007969307923771314, "loss": 1.6001, "theoretical_loss": 3.809836750542418, "tokens_seen": 696516608 }, { "epoch": 0.21, "learning_rate": 0.0007969107321965898, "loss": 1.5508, "theoretical_loss": 3.809800594222231, "tokens_seen": 696582144 }, { "epoch": 0.21, "learning_rate": 0.0007968906720160481, "loss": 1.4993, "theoretical_loss": 3.809764442255916, "tokens_seen": 696647680 }, { "epoch": 0.21, "learning_rate": 0.0007968706118355066, "loss": 1.661, "theoretical_loss": 3.809728294642539, "tokens_seen": 696713216 }, { "epoch": 0.21, "learning_rate": 0.0007968505516549649, "loss": 1.7267, "theoretical_loss": 3.8096921513811663, "tokens_seen": 696778752 }, { "epoch": 0.21, "learning_rate": 0.0007968304914744233, "loss": 1.4959, "theoretical_loss": 3.8096560124708656, "tokens_seen": 696844288 }, { "epoch": 0.21, "learning_rate": 0.0007968104312938817, "loss": 1.6139, "theoretical_loss": 3.8096198779107024, "tokens_seen": 696909824 }, { "epoch": 0.21, "learning_rate": 0.0007967903711133401, "loss": 1.6846, "theoretical_loss": 3.809583747699745, "tokens_seen": 696975360 }, { "epoch": 0.21, "learning_rate": 0.0007967703109327984, "loss": 1.6259, "theoretical_loss": 3.809547621837061, "tokens_seen": 697040896 }, { "epoch": 0.21, "learning_rate": 0.0007967502507522568, "loss": 1.5647, "theoretical_loss": 3.809511500321719, "tokens_seen": 697106432 }, { "epoch": 0.21, "learning_rate": 0.0007967301905717151, "loss": 1.5033, "theoretical_loss": 3.809475383152786, "tokens_seen": 697171968 }, { "epoch": 0.21, "learning_rate": 0.0007967101303911736, "loss": 1.5079, "theoretical_loss": 3.8094392703293307, "tokens_seen": 697237504 }, { "epoch": 0.21, "learning_rate": 0.0007966900702106319, "loss": 1.5697, "theoretical_loss": 3.809403161850423, "tokens_seen": 697303040 }, { "epoch": 0.21, "learning_rate": 0.0007966700100300903, "loss": 1.6956, "theoretical_loss": 3.8093670577151304, "tokens_seen": 697368576 }, { "epoch": 0.21, "learning_rate": 0.0007966499498495486, "loss": 1.6088, "theoretical_loss": 3.8093309579225236, "tokens_seen": 697434112 }, { "epoch": 0.21, "learning_rate": 0.0007966298896690071, "loss": 1.5542, "theoretical_loss": 3.8092948624716714, "tokens_seen": 697499648 }, { "epoch": 0.21, "learning_rate": 0.0007966098294884654, "loss": 1.7591, "theoretical_loss": 3.8092587713616446, "tokens_seen": 697565184 }, { "epoch": 0.21, "learning_rate": 0.0007965897693079238, "loss": 1.6305, "theoretical_loss": 3.809222684591512, "tokens_seen": 697630720 }, { "epoch": 0.21, "learning_rate": 0.0007965697091273821, "loss": 1.6408, "theoretical_loss": 3.809186602160346, "tokens_seen": 697696256 }, { "epoch": 0.21, "learning_rate": 0.0007965496489468405, "loss": 1.5243, "theoretical_loss": 3.809150524067215, "tokens_seen": 697761792 }, { "epoch": 0.21, "learning_rate": 0.0007965295887662989, "loss": 1.7124, "theoretical_loss": 3.809114450311193, "tokens_seen": 697827328 }, { "epoch": 0.21, "learning_rate": 0.0007965095285857573, "loss": 1.6639, "theoretical_loss": 3.809078380891349, "tokens_seen": 697892864 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.49035149812698364, "objective/train/docs_used": 259086, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.547105312347412, "objective/train/original_loss": 1.5471055507659912, "objective/train/theoretical_loss": 3.8090423158067566, "objective/train/tokens_used": 718418400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2414310872554779, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050262451171875, "objective/train/weighted_lm_loss": 1.62467360496521, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8090423158067566, "tokens_seen": 697958400 }, { "epoch": 0.21, "learning_rate": 0.0007964894684052156, "loss": 1.5776, "theoretical_loss": 3.8090423158067566, "tokens_seen": 697958400 }, { "epoch": 0.21, "learning_rate": 0.0007964694082246741, "loss": 1.5508, "theoretical_loss": 3.8090062550564854, "tokens_seen": 698023936 }, { "epoch": 0.21, "learning_rate": 0.0007964493480441324, "loss": 1.6278, "theoretical_loss": 3.808970198639609, "tokens_seen": 698089472 }, { "epoch": 0.21, "learning_rate": 0.0007964292878635908, "loss": 1.4673, "theoretical_loss": 3.8089341465552007, "tokens_seen": 698155008 }, { "epoch": 0.21, "learning_rate": 0.0007964092276830492, "loss": 1.4976, "theoretical_loss": 3.8088980988023318, "tokens_seen": 698220544 }, { "epoch": 0.21, "learning_rate": 0.0007963891675025075, "loss": 1.6829, "theoretical_loss": 3.808862055380076, "tokens_seen": 698286080 }, { "epoch": 0.21, "learning_rate": 0.0007963691073219659, "loss": 1.6115, "theoretical_loss": 3.808826016287507, "tokens_seen": 698351616 }, { "epoch": 0.21, "learning_rate": 0.0007963490471414244, "loss": 1.5584, "theoretical_loss": 3.808789981523698, "tokens_seen": 698417152 }, { "epoch": 0.21, "learning_rate": 0.0007963289869608826, "loss": 1.6336, "theoretical_loss": 3.808753951087723, "tokens_seen": 698482688 }, { "epoch": 0.21, "learning_rate": 0.0007963089267803411, "loss": 1.5842, "theoretical_loss": 3.8087179249786565, "tokens_seen": 698548224 }, { "epoch": 0.21, "learning_rate": 0.0007962888665997993, "loss": 1.6753, "theoretical_loss": 3.8086819031955725, "tokens_seen": 698613760 }, { "epoch": 0.21, "learning_rate": 0.0007962688064192578, "loss": 1.4443, "theoretical_loss": 3.8086458857375467, "tokens_seen": 698679296 }, { "epoch": 0.21, "learning_rate": 0.0007962487462387162, "loss": 1.6275, "theoretical_loss": 3.808609872603653, "tokens_seen": 698744832 }, { "epoch": 0.21, "learning_rate": 0.0007962286860581745, "loss": 1.6111, "theoretical_loss": 3.808573863792968, "tokens_seen": 698810368 }, { "epoch": 0.21, "learning_rate": 0.0007962086258776329, "loss": 1.6399, "theoretical_loss": 3.8085378593045665, "tokens_seen": 698875904 }, { "epoch": 0.21, "learning_rate": 0.0007961885656970914, "loss": 1.6592, "theoretical_loss": 3.8085018591375244, "tokens_seen": 698941440 }, { "epoch": 0.21, "learning_rate": 0.0007961685055165496, "loss": 1.6648, "theoretical_loss": 3.8084658632909183, "tokens_seen": 699006976 }, { "epoch": 0.21, "learning_rate": 0.0007961484453360081, "loss": 1.7011, "theoretical_loss": 3.808429871763825, "tokens_seen": 699072512 }, { "epoch": 0.21, "learning_rate": 0.0007961283851554663, "loss": 1.5506, "theoretical_loss": 3.8083938845553202, "tokens_seen": 699138048 }, { "epoch": 0.21, "learning_rate": 0.0007961083249749248, "loss": 1.5918, "theoretical_loss": 3.808357901664482, "tokens_seen": 699203584 }, { "epoch": 0.21, "learning_rate": 0.0007960882647943832, "loss": 1.5598, "theoretical_loss": 3.8083219230903875, "tokens_seen": 699269120 }, { "epoch": 0.21, "learning_rate": 0.0007960682046138415, "loss": 1.5336, "theoretical_loss": 3.808285948832114, "tokens_seen": 699334656 }, { "epoch": 0.21, "learning_rate": 0.0007960481444332999, "loss": 1.5881, "theoretical_loss": 3.80824997888874, "tokens_seen": 699400192 }, { "epoch": 0.21, "learning_rate": 0.0007960280842527583, "loss": 1.6279, "theoretical_loss": 3.8082140132593434, "tokens_seen": 699465728 }, { "epoch": 0.21, "learning_rate": 0.0007960080240722166, "loss": 1.6427, "theoretical_loss": 3.8081780519430026, "tokens_seen": 699531264 }, { "epoch": 0.21, "learning_rate": 0.0007959879638916751, "loss": 1.6066, "theoretical_loss": 3.808142094938796, "tokens_seen": 699596800 }, { "epoch": 0.21, "learning_rate": 0.0007959679037111333, "loss": 1.6084, "theoretical_loss": 3.8081061422458036, "tokens_seen": 699662336 }, { "epoch": 0.21, "learning_rate": 0.0007959478435305918, "loss": 1.5616, "theoretical_loss": 3.808070193863104, "tokens_seen": 699727872 }, { "epoch": 0.21, "learning_rate": 0.0007959277833500501, "loss": 1.6628, "theoretical_loss": 3.8080342497897774, "tokens_seen": 699793408 }, { "epoch": 0.21, "learning_rate": 0.0007959077231695085, "loss": 1.5142, "theoretical_loss": 3.807998310024903, "tokens_seen": 699858944 }, { "epoch": 0.21, "learning_rate": 0.0007958876629889669, "loss": 1.5766, "theoretical_loss": 3.8079623745675613, "tokens_seen": 699924480 }, { "epoch": 0.21, "learning_rate": 0.0007958676028084253, "loss": 1.6724, "theoretical_loss": 3.807926443416833, "tokens_seen": 699990016 }, { "epoch": 0.21, "learning_rate": 0.0007958475426278836, "loss": 1.4754, "theoretical_loss": 3.8078905165717987, "tokens_seen": 700055552 }, { "epoch": 0.21, "learning_rate": 0.0007958274824473421, "loss": 1.3103, "theoretical_loss": 3.8078545940315394, "tokens_seen": 700121088 }, { "epoch": 0.21, "learning_rate": 0.0007958074222668003, "loss": 1.6138, "theoretical_loss": 3.8078186757951364, "tokens_seen": 700186624 }, { "epoch": 0.21, "learning_rate": 0.0007957873620862588, "loss": 1.6303, "theoretical_loss": 3.807782761861671, "tokens_seen": 700252160 }, { "epoch": 0.21, "learning_rate": 0.0007957673019057172, "loss": 1.6188, "theoretical_loss": 3.807746852230226, "tokens_seen": 700317696 }, { "epoch": 0.21, "learning_rate": 0.0007957472417251755, "loss": 1.6338, "theoretical_loss": 3.8077109468998827, "tokens_seen": 700383232 }, { "epoch": 0.21, "learning_rate": 0.000795727181544634, "loss": 1.6137, "theoretical_loss": 3.8076750458697237, "tokens_seen": 700448768 }, { "epoch": 0.21, "learning_rate": 0.0007957071213640923, "loss": 1.629, "theoretical_loss": 3.807639149138832, "tokens_seen": 700514304 }, { "epoch": 0.21, "learning_rate": 0.0007956870611835507, "loss": 1.5426, "theoretical_loss": 3.8076032567062903, "tokens_seen": 700579840 }, { "epoch": 0.21, "learning_rate": 0.000795667001003009, "loss": 1.6689, "theoretical_loss": 3.807567368571182, "tokens_seen": 700645376 }, { "epoch": 0.21, "learning_rate": 0.0007956469408224675, "loss": 1.5117, "theoretical_loss": 3.807531484732591, "tokens_seen": 700710912 }, { "epoch": 0.21, "learning_rate": 0.0007956268806419258, "loss": 1.6377, "theoretical_loss": 3.807495605189601, "tokens_seen": 700776448 }, { "epoch": 0.21, "learning_rate": 0.0007956068204613842, "loss": 1.5663, "theoretical_loss": 3.8074597299412956, "tokens_seen": 700841984 }, { "epoch": 0.21, "learning_rate": 0.0007955867602808426, "loss": 1.5769, "theoretical_loss": 3.8074238589867595, "tokens_seen": 700907520 }, { "epoch": 0.21, "learning_rate": 0.0007955667001003009, "loss": 1.6036, "theoretical_loss": 3.8073879923250775, "tokens_seen": 700973056 }, { "epoch": 0.21, "learning_rate": 0.0007955466399197593, "loss": 1.5721, "theoretical_loss": 3.807352129955335, "tokens_seen": 701038592 }, { "epoch": 0.21, "learning_rate": 0.0007955265797392177, "loss": 1.5065, "theoretical_loss": 3.8073162718766165, "tokens_seen": 701104128 }, { "epoch": 0.21, "learning_rate": 0.000795506519558676, "loss": 1.5639, "theoretical_loss": 3.8072804180880073, "tokens_seen": 701169664 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.49331745505332947, "objective/train/docs_used": 260260, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5297163724899292, "objective/train/original_loss": 1.5297164916992188, "objective/train/theoretical_loss": 3.8072445685885947, "objective/train/tokens_used": 721695200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24370309710502625, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505706071853638, "objective/train/weighted_lm_loss": 1.6071056127548218, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8072445685885947, "tokens_seen": 701235200 }, { "epoch": 0.21, "learning_rate": 0.0007954864593781345, "loss": 1.6031, "theoretical_loss": 3.8072445685885947, "tokens_seen": 701235200 }, { "epoch": 0.21, "learning_rate": 0.0007954663991975928, "loss": 1.6038, "theoretical_loss": 3.8072087233774634, "tokens_seen": 701300736 }, { "epoch": 0.21, "learning_rate": 0.0007954463390170512, "loss": 1.5676, "theoretical_loss": 3.8071728824537003, "tokens_seen": 701366272 }, { "epoch": 0.21, "learning_rate": 0.0007954262788365096, "loss": 1.5613, "theoretical_loss": 3.807137045816392, "tokens_seen": 701431808 }, { "epoch": 0.21, "learning_rate": 0.0007954062186559679, "loss": 1.6013, "theoretical_loss": 3.807101213464625, "tokens_seen": 701497344 }, { "epoch": 0.21, "learning_rate": 0.0007953861584754263, "loss": 1.6037, "theoretical_loss": 3.807065385397488, "tokens_seen": 701562880 }, { "epoch": 0.21, "learning_rate": 0.0007953660982948848, "loss": 1.5803, "theoretical_loss": 3.8070295616140664, "tokens_seen": 701628416 }, { "epoch": 0.21, "learning_rate": 0.000795346038114343, "loss": 1.6331, "theoretical_loss": 3.806993742113449, "tokens_seen": 701693952 }, { "epoch": 0.21, "learning_rate": 0.0007953259779338015, "loss": 1.6372, "theoretical_loss": 3.8069579268947242, "tokens_seen": 701759488 }, { "epoch": 0.21, "learning_rate": 0.0007953059177532597, "loss": 1.6053, "theoretical_loss": 3.80692211595698, "tokens_seen": 701825024 }, { "epoch": 0.21, "learning_rate": 0.0007952858575727182, "loss": 1.6005, "theoretical_loss": 3.8068863092993057, "tokens_seen": 701890560 }, { "epoch": 0.21, "learning_rate": 0.0007952657973921766, "loss": 1.6922, "theoretical_loss": 3.8068505069207887, "tokens_seen": 701956096 }, { "epoch": 0.21, "learning_rate": 0.0007952457372116349, "loss": 1.6273, "theoretical_loss": 3.806814708820519, "tokens_seen": 702021632 }, { "epoch": 0.21, "learning_rate": 0.0007952256770310933, "loss": 1.5642, "theoretical_loss": 3.8067789149975857, "tokens_seen": 702087168 }, { "epoch": 0.21, "learning_rate": 0.0007952056168505518, "loss": 1.5509, "theoretical_loss": 3.8067431254510797, "tokens_seen": 702152704 }, { "epoch": 0.21, "learning_rate": 0.00079518555667001, "loss": 1.3745, "theoretical_loss": 3.8067073401800897, "tokens_seen": 702218240 }, { "epoch": 0.21, "learning_rate": 0.0007951654964894685, "loss": 1.6217, "theoretical_loss": 3.806671559183706, "tokens_seen": 702283776 }, { "epoch": 0.21, "learning_rate": 0.0007951454363089267, "loss": 1.5893, "theoretical_loss": 3.8066357824610204, "tokens_seen": 702349312 }, { "epoch": 0.21, "learning_rate": 0.0007951253761283852, "loss": 1.5119, "theoretical_loss": 3.806600010011122, "tokens_seen": 702414848 }, { "epoch": 0.21, "learning_rate": 0.0007951053159478436, "loss": 1.5991, "theoretical_loss": 3.806564241833104, "tokens_seen": 702480384 }, { "epoch": 0.21, "learning_rate": 0.0007950852557673019, "loss": 1.5648, "theoretical_loss": 3.806528477926056, "tokens_seen": 702545920 }, { "epoch": 0.21, "learning_rate": 0.0007950651955867603, "loss": 1.5748, "theoretical_loss": 3.8064927182890704, "tokens_seen": 702611456 }, { "epoch": 0.21, "learning_rate": 0.0007950451354062187, "loss": 1.732, "theoretical_loss": 3.8064569629212395, "tokens_seen": 702676992 }, { "epoch": 0.21, "learning_rate": 0.000795025075225677, "loss": 1.6394, "theoretical_loss": 3.8064212118216547, "tokens_seen": 702742528 }, { "epoch": 0.21, "learning_rate": 0.0007950050150451355, "loss": 1.609, "theoretical_loss": 3.806385464989409, "tokens_seen": 702808064 }, { "epoch": 0.21, "learning_rate": 0.0007949849548645937, "loss": 1.5847, "theoretical_loss": 3.8063497224235947, "tokens_seen": 702873600 }, { "epoch": 0.21, "learning_rate": 0.0007949648946840522, "loss": 1.6652, "theoretical_loss": 3.806313984123306, "tokens_seen": 702939136 }, { "epoch": 0.21, "learning_rate": 0.0007949448345035105, "loss": 1.6147, "theoretical_loss": 3.806278250087635, "tokens_seen": 703004672 }, { "epoch": 0.21, "learning_rate": 0.0007949247743229689, "loss": 1.6275, "theoretical_loss": 3.806242520315676, "tokens_seen": 703070208 }, { "epoch": 0.21, "learning_rate": 0.0007949047141424273, "loss": 1.6169, "theoretical_loss": 3.806206794806523, "tokens_seen": 703135744 }, { "epoch": 0.21, "learning_rate": 0.0007948846539618857, "loss": 1.6433, "theoretical_loss": 3.8061710735592698, "tokens_seen": 703201280 }, { "epoch": 0.21, "learning_rate": 0.000794864593781344, "loss": 1.5227, "theoretical_loss": 3.8061353565730105, "tokens_seen": 703266816 }, { "epoch": 0.21, "learning_rate": 0.0007948445336008025, "loss": 1.5733, "theoretical_loss": 3.806099643846841, "tokens_seen": 703332352 }, { "epoch": 0.21, "learning_rate": 0.0007948244734202607, "loss": 1.5473, "theoretical_loss": 3.8060639353798553, "tokens_seen": 703397888 }, { "epoch": 0.21, "learning_rate": 0.0007948044132397192, "loss": 1.6351, "theoretical_loss": 3.8060282311711484, "tokens_seen": 703463424 }, { "epoch": 0.21, "learning_rate": 0.0007947843530591775, "loss": 1.5236, "theoretical_loss": 3.8059925312198173, "tokens_seen": 703528960 }, { "epoch": 0.21, "learning_rate": 0.0007947642928786359, "loss": 1.6539, "theoretical_loss": 3.8059568355249564, "tokens_seen": 703594496 }, { "epoch": 0.21, "learning_rate": 0.0007947442326980943, "loss": 1.4693, "theoretical_loss": 3.8059211440856626, "tokens_seen": 703660032 }, { "epoch": 0.21, "learning_rate": 0.0007947241725175527, "loss": 1.5656, "theoretical_loss": 3.805885456901032, "tokens_seen": 703725568 }, { "epoch": 0.21, "learning_rate": 0.000794704112337011, "loss": 1.7013, "theoretical_loss": 3.8058497739701616, "tokens_seen": 703791104 }, { "epoch": 0.21, "learning_rate": 0.0007946840521564694, "loss": 1.602, "theoretical_loss": 3.8058140952921478, "tokens_seen": 703856640 }, { "epoch": 0.21, "learning_rate": 0.0007946639919759278, "loss": 1.7175, "theoretical_loss": 3.805778420866088, "tokens_seen": 703922176 }, { "epoch": 0.21, "learning_rate": 0.0007946439317953862, "loss": 1.5338, "theoretical_loss": 3.8057427506910795, "tokens_seen": 703987712 }, { "epoch": 0.21, "learning_rate": 0.0007946238716148445, "loss": 1.5493, "theoretical_loss": 3.8057070847662207, "tokens_seen": 704053248 }, { "epoch": 0.21, "learning_rate": 0.000794603811434303, "loss": 1.5876, "theoretical_loss": 3.805671423090609, "tokens_seen": 704118784 }, { "epoch": 0.21, "learning_rate": 0.0007945837512537612, "loss": 1.6319, "theoretical_loss": 3.8056357656633435, "tokens_seen": 704184320 }, { "epoch": 0.21, "learning_rate": 0.0007945636910732197, "loss": 1.5752, "theoretical_loss": 3.805600112483522, "tokens_seen": 704249856 }, { "epoch": 0.21, "learning_rate": 0.000794543630892678, "loss": 1.5798, "theoretical_loss": 3.805564463550243, "tokens_seen": 704315392 }, { "epoch": 0.21, "learning_rate": 0.0007945235707121364, "loss": 1.5116, "theoretical_loss": 3.805528818862607, "tokens_seen": 704380928 }, { "epoch": 0.21, "learning_rate": 0.0007945035105315948, "loss": 1.614, "theoretical_loss": 3.8054931784197126, "tokens_seen": 704446464 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.49504390358924866, "objective/train/docs_used": 261464, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.364923357963562, "objective/train/original_loss": 1.3649234771728516, "objective/train/theoretical_loss": 3.8054575422206596, "objective/train/tokens_used": 724972000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24523049592971802, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507512092590332, "objective/train/weighted_lm_loss": 1.4341381788253784, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 3.8054575422206596, "tokens_seen": 704512000 }, { "epoch": 0.21, "learning_rate": 0.0007944834503510532, "loss": 1.5105, "theoretical_loss": 3.8054575422206596, "tokens_seen": 704512000 }, { "epoch": 0.21, "learning_rate": 0.0007944633901705115, "loss": 1.5119, "theoretical_loss": 3.805421910264548, "tokens_seen": 704577536 }, { "epoch": 0.21, "learning_rate": 0.00079444332998997, "loss": 1.6478, "theoretical_loss": 3.8053862825504776, "tokens_seen": 704643072 }, { "epoch": 0.21, "learning_rate": 0.0007944232698094282, "loss": 1.6431, "theoretical_loss": 3.8053506590775497, "tokens_seen": 704708608 }, { "epoch": 0.21, "learning_rate": 0.0007944032096288867, "loss": 1.6046, "theoretical_loss": 3.805315039844864, "tokens_seen": 704774144 }, { "epoch": 0.21, "learning_rate": 0.000794383149448345, "loss": 1.5347, "theoretical_loss": 3.805279424851523, "tokens_seen": 704839680 }, { "epoch": 0.21, "learning_rate": 0.0007943630892678034, "loss": 1.7186, "theoretical_loss": 3.8052438140966265, "tokens_seen": 704905216 }, { "epoch": 0.21, "learning_rate": 0.0007943430290872618, "loss": 1.6004, "theoretical_loss": 3.8052082075792777, "tokens_seen": 704970752 }, { "epoch": 0.21, "learning_rate": 0.0007943229689067201, "loss": 1.6504, "theoretical_loss": 3.8051726052985773, "tokens_seen": 705036288 }, { "epoch": 0.21, "learning_rate": 0.0007943029087261785, "loss": 1.5779, "theoretical_loss": 3.8051370072536277, "tokens_seen": 705101824 }, { "epoch": 0.21, "learning_rate": 0.000794282848545637, "loss": 1.628, "theoretical_loss": 3.8051014134435315, "tokens_seen": 705167360 }, { "epoch": 0.21, "learning_rate": 0.0007942627883650953, "loss": 1.5005, "theoretical_loss": 3.8050658238673916, "tokens_seen": 705232896 }, { "epoch": 0.21, "learning_rate": 0.0007942427281845537, "loss": 1.5776, "theoretical_loss": 3.8050302385243104, "tokens_seen": 705298432 }, { "epoch": 0.21, "learning_rate": 0.0007942226680040122, "loss": 1.4885, "theoretical_loss": 3.804994657413392, "tokens_seen": 705363968 }, { "epoch": 0.21, "learning_rate": 0.0007942026078234704, "loss": 1.4819, "theoretical_loss": 3.804959080533739, "tokens_seen": 705429504 }, { "epoch": 0.21, "learning_rate": 0.0007941825476429289, "loss": 1.5084, "theoretical_loss": 3.804923507884456, "tokens_seen": 705495040 }, { "epoch": 0.21, "learning_rate": 0.0007941624874623871, "loss": 1.6455, "theoretical_loss": 3.804887939464646, "tokens_seen": 705560576 }, { "epoch": 0.21, "learning_rate": 0.0007941424272818456, "loss": 1.6027, "theoretical_loss": 3.8048523752734145, "tokens_seen": 705626112 }, { "epoch": 0.21, "learning_rate": 0.000794122367101304, "loss": 1.6124, "theoretical_loss": 3.8048168153098656, "tokens_seen": 705691648 }, { "epoch": 0.21, "learning_rate": 0.0007941023069207623, "loss": 1.4975, "theoretical_loss": 3.8047812595731045, "tokens_seen": 705757184 }, { "epoch": 0.21, "learning_rate": 0.0007940822467402207, "loss": 1.6138, "theoretical_loss": 3.804745708062236, "tokens_seen": 705822720 }, { "epoch": 0.21, "learning_rate": 0.0007940621865596791, "loss": 1.6485, "theoretical_loss": 3.804710160776365, "tokens_seen": 705888256 }, { "epoch": 0.21, "learning_rate": 0.0007940421263791374, "loss": 1.5516, "theoretical_loss": 3.8046746177145985, "tokens_seen": 705953792 }, { "epoch": 0.21, "learning_rate": 0.0007940220661985959, "loss": 1.531, "theoretical_loss": 3.8046390788760416, "tokens_seen": 706019328 }, { "epoch": 0.21, "learning_rate": 0.0007940020060180541, "loss": 1.5917, "theoretical_loss": 3.804603544259801, "tokens_seen": 706084864 }, { "epoch": 0.21, "learning_rate": 0.0007939819458375126, "loss": 1.6326, "theoretical_loss": 3.8045680138649827, "tokens_seen": 706150400 }, { "epoch": 0.21, "learning_rate": 0.0007939618856569709, "loss": 1.653, "theoretical_loss": 3.804532487690694, "tokens_seen": 706215936 }, { "epoch": 0.21, "learning_rate": 0.0007939418254764293, "loss": 1.637, "theoretical_loss": 3.8044969657360417, "tokens_seen": 706281472 }, { "epoch": 0.21, "learning_rate": 0.0007939217652958877, "loss": 1.5319, "theoretical_loss": 3.804461448000133, "tokens_seen": 706347008 }, { "epoch": 0.21, "learning_rate": 0.0007939017051153461, "loss": 1.5876, "theoretical_loss": 3.804425934482076, "tokens_seen": 706412544 }, { "epoch": 0.21, "learning_rate": 0.0007938816449348044, "loss": 1.5274, "theoretical_loss": 3.8043904251809786, "tokens_seen": 706478080 }, { "epoch": 0.21, "learning_rate": 0.0007938615847542629, "loss": 1.6128, "theoretical_loss": 3.804354920095948, "tokens_seen": 706543616 }, { "epoch": 0.21, "learning_rate": 0.0007938415245737211, "loss": 1.6492, "theoretical_loss": 3.8043194192260934, "tokens_seen": 706609152 }, { "epoch": 0.21, "learning_rate": 0.0007938214643931796, "loss": 1.5834, "theoretical_loss": 3.804283922570524, "tokens_seen": 706674688 }, { "epoch": 0.21, "learning_rate": 0.0007938014042126379, "loss": 1.5575, "theoretical_loss": 3.8042484301283475, "tokens_seen": 706740224 }, { "epoch": 0.21, "learning_rate": 0.0007937813440320963, "loss": 1.569, "theoretical_loss": 3.804212941898674, "tokens_seen": 706805760 }, { "epoch": 0.21, "learning_rate": 0.0007937612838515547, "loss": 1.6856, "theoretical_loss": 3.8041774578806127, "tokens_seen": 706871296 }, { "epoch": 0.21, "learning_rate": 0.0007937412236710131, "loss": 1.6482, "theoretical_loss": 3.804141978073274, "tokens_seen": 706936832 }, { "epoch": 0.21, "learning_rate": 0.0007937211634904714, "loss": 1.5791, "theoretical_loss": 3.8041065024757668, "tokens_seen": 707002368 }, { "epoch": 0.21, "learning_rate": 0.0007937011033099298, "loss": 1.5398, "theoretical_loss": 3.804071031087202, "tokens_seen": 707067904 }, { "epoch": 0.21, "learning_rate": 0.0007936810431293882, "loss": 1.6544, "theoretical_loss": 3.8040355639066905, "tokens_seen": 707133440 }, { "epoch": 0.21, "learning_rate": 0.0007936609829488466, "loss": 1.6486, "theoretical_loss": 3.804000100933343, "tokens_seen": 707198976 }, { "epoch": 0.21, "learning_rate": 0.0007936409227683049, "loss": 1.5004, "theoretical_loss": 3.8039646421662705, "tokens_seen": 707264512 }, { "epoch": 0.21, "learning_rate": 0.0007936208625877634, "loss": 1.563, "theoretical_loss": 3.8039291876045844, "tokens_seen": 707330048 }, { "epoch": 0.21, "learning_rate": 0.0007936008024072216, "loss": 1.4883, "theoretical_loss": 3.803893737247396, "tokens_seen": 707395584 }, { "epoch": 0.21, "learning_rate": 0.0007935807422266801, "loss": 1.6022, "theoretical_loss": 3.8038582910938183, "tokens_seen": 707461120 }, { "epoch": 0.21, "learning_rate": 0.0007935606820461384, "loss": 1.6282, "theoretical_loss": 3.8038228491429624, "tokens_seen": 707526656 }, { "epoch": 0.21, "learning_rate": 0.0007935406218655968, "loss": 1.5571, "theoretical_loss": 3.803787411393942, "tokens_seen": 707592192 }, { "epoch": 0.21, "learning_rate": 0.0007935205616850552, "loss": 1.5659, "theoretical_loss": 3.8037519778458684, "tokens_seen": 707657728 }, { "epoch": 0.21, "learning_rate": 0.0007935005015045136, "loss": 1.5979, "theoretical_loss": 3.8037165484978552, "tokens_seen": 707723264 }, { "epoch": 0.21, "objective/train/advantage_avg": 0.4892263114452362, "objective/train/docs_used": 262675, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.7046771049499512, "objective/train/original_loss": 1.7046769857406616, "objective/train/theoretical_loss": 3.8036811233490164, "objective/train/tokens_used": 728248800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.240013986825943, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501426458358765, "objective/train/weighted_lm_loss": 1.7900488376617432, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8036811233490164, "tokens_seen": 707788800 }, { "epoch": 0.21, "learning_rate": 0.0007934804413239719, "loss": 1.7129, "theoretical_loss": 3.8036811233490164, "tokens_seen": 707788800 }, { "epoch": 0.21, "learning_rate": 0.0007934603811434304, "loss": 1.5022, "theoretical_loss": 3.8036457023984642, "tokens_seen": 707854336 }, { "epoch": 0.21, "learning_rate": 0.0007934403209628886, "loss": 1.6969, "theoretical_loss": 3.803610285645314, "tokens_seen": 707919872 }, { "epoch": 0.21, "learning_rate": 0.0007934202607823471, "loss": 1.5689, "theoretical_loss": 3.803574873088679, "tokens_seen": 707985408 }, { "epoch": 0.21, "learning_rate": 0.0007934002006018054, "loss": 1.4729, "theoretical_loss": 3.803539464727673, "tokens_seen": 708050944 }, { "epoch": 0.21, "learning_rate": 0.0007933801404212638, "loss": 1.6521, "theoretical_loss": 3.803504060561412, "tokens_seen": 708116480 }, { "epoch": 0.21, "learning_rate": 0.0007933600802407222, "loss": 1.6777, "theoretical_loss": 3.80346866058901, "tokens_seen": 708182016 }, { "epoch": 0.21, "learning_rate": 0.0007933400200601805, "loss": 1.6004, "theoretical_loss": 3.8034332648095823, "tokens_seen": 708247552 }, { "epoch": 0.21, "learning_rate": 0.0007933199598796389, "loss": 1.6176, "theoretical_loss": 3.803397873222244, "tokens_seen": 708313088 }, { "epoch": 0.21, "learning_rate": 0.0007932998996990974, "loss": 1.6163, "theoretical_loss": 3.803362485826112, "tokens_seen": 708378624 }, { "epoch": 0.21, "learning_rate": 0.0007932798395185556, "loss": 1.6493, "theoretical_loss": 3.803327102620301, "tokens_seen": 708444160 }, { "epoch": 0.21, "learning_rate": 0.0007932597793380141, "loss": 1.6295, "theoretical_loss": 3.8032917236039285, "tokens_seen": 708509696 }, { "epoch": 0.21, "learning_rate": 0.0007932397191574723, "loss": 1.567, "theoretical_loss": 3.8032563487761095, "tokens_seen": 708575232 }, { "epoch": 0.21, "learning_rate": 0.0007932196589769308, "loss": 1.615, "theoretical_loss": 3.803220978135962, "tokens_seen": 708640768 }, { "epoch": 0.21, "learning_rate": 0.0007931995987963892, "loss": 1.4872, "theoretical_loss": 3.8031856116826024, "tokens_seen": 708706304 }, { "epoch": 0.21, "learning_rate": 0.0007931795386158475, "loss": 1.6779, "theoretical_loss": 3.8031502494151486, "tokens_seen": 708771840 }, { "epoch": 0.21, "learning_rate": 0.0007931594784353059, "loss": 1.4168, "theoretical_loss": 3.8031148913327177, "tokens_seen": 708837376 }, { "epoch": 0.21, "learning_rate": 0.0007931394182547644, "loss": 1.6004, "theoretical_loss": 3.803079537434427, "tokens_seen": 708902912 }, { "epoch": 0.21, "learning_rate": 0.0007931193580742226, "loss": 1.5426, "theoretical_loss": 3.8030441877193963, "tokens_seen": 708968448 }, { "epoch": 0.21, "learning_rate": 0.0007930992978936811, "loss": 1.7211, "theoretical_loss": 3.803008842186742, "tokens_seen": 709033984 }, { "epoch": 0.21, "learning_rate": 0.0007930792377131393, "loss": 1.6251, "theoretical_loss": 3.8029735008355843, "tokens_seen": 709099520 }, { "epoch": 0.21, "learning_rate": 0.0007930591775325978, "loss": 1.5593, "theoretical_loss": 3.8029381636650417, "tokens_seen": 709165056 }, { "epoch": 0.21, "learning_rate": 0.0007930391173520562, "loss": 1.5665, "theoretical_loss": 3.802902830674233, "tokens_seen": 709230592 }, { "epoch": 0.21, "learning_rate": 0.0007930190571715145, "loss": 1.6884, "theoretical_loss": 3.802867501862278, "tokens_seen": 709296128 }, { "epoch": 0.21, "learning_rate": 0.0007929989969909729, "loss": 1.6235, "theoretical_loss": 3.8028321772282965, "tokens_seen": 709361664 }, { "epoch": 0.21, "learning_rate": 0.0007929789368104313, "loss": 1.4741, "theoretical_loss": 3.802796856771408, "tokens_seen": 709427200 }, { "epoch": 0.21, "learning_rate": 0.0007929588766298896, "loss": 1.6948, "theoretical_loss": 3.8027615404907333, "tokens_seen": 709492736 }, { "epoch": 0.22, "learning_rate": 0.0007929388164493481, "loss": 1.6068, "theoretical_loss": 3.8027262283853926, "tokens_seen": 709558272 }, { "epoch": 0.22, "learning_rate": 0.0007929187562688064, "loss": 1.5802, "theoretical_loss": 3.8026909204545065, "tokens_seen": 709623808 }, { "epoch": 0.22, "learning_rate": 0.0007928986960882648, "loss": 1.6778, "theoretical_loss": 3.802655616697197, "tokens_seen": 709689344 }, { "epoch": 0.22, "learning_rate": 0.0007928786359077232, "loss": 1.613, "theoretical_loss": 3.8026203171125843, "tokens_seen": 709754880 }, { "epoch": 0.22, "learning_rate": 0.0007928585757271815, "loss": 1.5604, "theoretical_loss": 3.802585021699791, "tokens_seen": 709820416 }, { "epoch": 0.22, "learning_rate": 0.0007928385155466399, "loss": 1.6864, "theoretical_loss": 3.8025497304579376, "tokens_seen": 709885952 }, { "epoch": 0.22, "learning_rate": 0.0007928184553660983, "loss": 1.5349, "theoretical_loss": 3.8025144433861477, "tokens_seen": 709951488 }, { "epoch": 0.22, "learning_rate": 0.0007927983951855566, "loss": 1.6653, "theoretical_loss": 3.802479160483543, "tokens_seen": 710017024 }, { "epoch": 0.22, "learning_rate": 0.0007927783350050151, "loss": 1.5369, "theoretical_loss": 3.8024438817492463, "tokens_seen": 710082560 }, { "epoch": 0.22, "learning_rate": 0.0007927582748244735, "loss": 1.5805, "theoretical_loss": 3.80240860718238, "tokens_seen": 710148096 }, { "epoch": 0.22, "learning_rate": 0.0007927382146439318, "loss": 1.7039, "theoretical_loss": 3.802373336782068, "tokens_seen": 710213632 }, { "epoch": 0.22, "learning_rate": 0.0007927181544633902, "loss": 1.7207, "theoretical_loss": 3.8023380705474334, "tokens_seen": 710279168 }, { "epoch": 0.22, "learning_rate": 0.0007926980942828486, "loss": 1.635, "theoretical_loss": 3.8023028084775996, "tokens_seen": 710344704 }, { "epoch": 0.22, "learning_rate": 0.000792678034102307, "loss": 1.6163, "theoretical_loss": 3.802267550571691, "tokens_seen": 710410240 }, { "epoch": 0.22, "learning_rate": 0.0007926579739217653, "loss": 1.5427, "theoretical_loss": 3.8022322968288322, "tokens_seen": 710475776 }, { "epoch": 0.22, "learning_rate": 0.0007926379137412238, "loss": 1.7412, "theoretical_loss": 3.802197047248147, "tokens_seen": 710541312 }, { "epoch": 0.22, "learning_rate": 0.000792617853560682, "loss": 1.6544, "theoretical_loss": 3.8021618018287606, "tokens_seen": 710606848 }, { "epoch": 0.22, "learning_rate": 0.0007925977933801405, "loss": 1.6506, "theoretical_loss": 3.802126560569798, "tokens_seen": 710672384 }, { "epoch": 0.22, "learning_rate": 0.0007925777331995988, "loss": 1.7026, "theoretical_loss": 3.802091323470384, "tokens_seen": 710737920 }, { "epoch": 0.22, "learning_rate": 0.0007925576730190572, "loss": 1.6655, "theoretical_loss": 3.8020560905296445, "tokens_seen": 710803456 }, { "epoch": 0.22, "learning_rate": 0.0007925376128385156, "loss": 1.531, "theoretical_loss": 3.8020208617467057, "tokens_seen": 710868992 }, { "epoch": 0.22, "learning_rate": 0.000792517552657974, "loss": 1.6783, "theoretical_loss": 3.801985637120694, "tokens_seen": 710934528 }, { "epoch": 0.22, "learning_rate": 0.0007924974924774323, "loss": 1.6069, "theoretical_loss": 3.8019504166507345, "tokens_seen": 711000064 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.491804838180542, "objective/train/docs_used": 263840, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5849299430847168, "objective/train/original_loss": 1.5849299430847168, "objective/train/theoretical_loss": 3.801915200335954, "objective/train/tokens_used": 731525600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24257409572601318, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050413727760315, "objective/train/weighted_lm_loss": 1.6650092601776123, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.801915200335954, "tokens_seen": 711065600 }, { "epoch": 0.22, "learning_rate": 0.0007924774322968908, "loss": 1.6198, "theoretical_loss": 3.801915200335954, "tokens_seen": 711065600 }, { "epoch": 0.22, "learning_rate": 0.000792457372116349, "loss": 1.4927, "theoretical_loss": 3.8018799881754806, "tokens_seen": 711131136 }, { "epoch": 0.22, "learning_rate": 0.0007924373119358075, "loss": 1.6069, "theoretical_loss": 3.801844780168441, "tokens_seen": 711196672 }, { "epoch": 0.22, "learning_rate": 0.0007924172517552658, "loss": 1.6746, "theoretical_loss": 3.801809576313962, "tokens_seen": 711262208 }, { "epoch": 0.22, "learning_rate": 0.0007923971915747242, "loss": 1.5904, "theoretical_loss": 3.8017743766111716, "tokens_seen": 711327744 }, { "epoch": 0.22, "learning_rate": 0.0007923771313941826, "loss": 1.6472, "theoretical_loss": 3.8017391810591974, "tokens_seen": 711393280 }, { "epoch": 0.22, "learning_rate": 0.0007923570712136409, "loss": 1.6637, "theoretical_loss": 3.8017039896571685, "tokens_seen": 711458816 }, { "epoch": 0.22, "learning_rate": 0.0007923370110330993, "loss": 1.6714, "theoretical_loss": 3.8016688024042127, "tokens_seen": 711524352 }, { "epoch": 0.22, "learning_rate": 0.0007923169508525578, "loss": 1.6044, "theoretical_loss": 3.8016336192994586, "tokens_seen": 711589888 }, { "epoch": 0.22, "learning_rate": 0.000792296890672016, "loss": 1.4999, "theoretical_loss": 3.801598440342036, "tokens_seen": 711655424 }, { "epoch": 0.22, "learning_rate": 0.0007922768304914745, "loss": 1.5379, "theoretical_loss": 3.8015632655310734, "tokens_seen": 711720960 }, { "epoch": 0.22, "learning_rate": 0.0007922567703109327, "loss": 1.5861, "theoretical_loss": 3.8015280948657004, "tokens_seen": 711786496 }, { "epoch": 0.22, "learning_rate": 0.0007922367101303912, "loss": 1.5943, "theoretical_loss": 3.801492928345047, "tokens_seen": 711852032 }, { "epoch": 0.22, "learning_rate": 0.0007922166499498496, "loss": 1.5746, "theoretical_loss": 3.8014577659682436, "tokens_seen": 711917568 }, { "epoch": 0.22, "learning_rate": 0.0007921965897693079, "loss": 1.7062, "theoretical_loss": 3.8014226077344198, "tokens_seen": 711983104 }, { "epoch": 0.22, "learning_rate": 0.0007921765295887663, "loss": 1.5825, "theoretical_loss": 3.8013874536427066, "tokens_seen": 712048640 }, { "epoch": 0.22, "learning_rate": 0.0007921564694082248, "loss": 1.5413, "theoretical_loss": 3.8013523036922345, "tokens_seen": 712114176 }, { "epoch": 0.22, "learning_rate": 0.000792136409227683, "loss": 1.5859, "theoretical_loss": 3.801317157882135, "tokens_seen": 712179712 }, { "epoch": 0.22, "learning_rate": 0.0007921163490471415, "loss": 1.5603, "theoretical_loss": 3.8012820162115393, "tokens_seen": 712245248 }, { "epoch": 0.22, "learning_rate": 0.0007920962888665997, "loss": 1.6049, "theoretical_loss": 3.8012468786795788, "tokens_seen": 712310784 }, { "epoch": 0.22, "learning_rate": 0.0007920762286860582, "loss": 1.485, "theoretical_loss": 3.8012117452853857, "tokens_seen": 712376320 }, { "epoch": 0.22, "learning_rate": 0.0007920561685055166, "loss": 1.548, "theoretical_loss": 3.8011766160280924, "tokens_seen": 712441856 }, { "epoch": 0.22, "learning_rate": 0.0007920361083249749, "loss": 1.5592, "theoretical_loss": 3.801141490906831, "tokens_seen": 712507392 }, { "epoch": 0.22, "learning_rate": 0.0007920160481444333, "loss": 1.5791, "theoretical_loss": 3.801106369920734, "tokens_seen": 712572928 }, { "epoch": 0.22, "learning_rate": 0.0007919959879638917, "loss": 1.5164, "theoretical_loss": 3.801071253068934, "tokens_seen": 712638464 }, { "epoch": 0.22, "learning_rate": 0.00079197592778335, "loss": 1.6865, "theoretical_loss": 3.801036140350565, "tokens_seen": 712704000 }, { "epoch": 0.22, "learning_rate": 0.0007919558676028085, "loss": 1.4819, "theoretical_loss": 3.80100103176476, "tokens_seen": 712769536 }, { "epoch": 0.22, "learning_rate": 0.0007919358074222668, "loss": 1.6839, "theoretical_loss": 3.800965927310653, "tokens_seen": 712835072 }, { "epoch": 0.22, "learning_rate": 0.0007919157472417252, "loss": 1.5149, "theoretical_loss": 3.8009308269873774, "tokens_seen": 712900608 }, { "epoch": 0.22, "learning_rate": 0.0007918956870611836, "loss": 1.6399, "theoretical_loss": 3.8008957307940685, "tokens_seen": 712966144 }, { "epoch": 0.22, "learning_rate": 0.000791875626880642, "loss": 1.7079, "theoretical_loss": 3.8008606387298594, "tokens_seen": 713031680 }, { "epoch": 0.22, "learning_rate": 0.0007918555667001003, "loss": 1.5256, "theoretical_loss": 3.800825550793886, "tokens_seen": 713097216 }, { "epoch": 0.22, "learning_rate": 0.0007918355065195587, "loss": 1.4973, "theoretical_loss": 3.8007904669852834, "tokens_seen": 713162752 }, { "epoch": 0.22, "learning_rate": 0.000791815446339017, "loss": 1.5021, "theoretical_loss": 3.8007553873031856, "tokens_seen": 713228288 }, { "epoch": 0.22, "learning_rate": 0.0007917953861584755, "loss": 1.629, "theoretical_loss": 3.80072031174673, "tokens_seen": 713293824 }, { "epoch": 0.22, "learning_rate": 0.0007917753259779338, "loss": 1.6775, "theoretical_loss": 3.80068524031505, "tokens_seen": 713359360 }, { "epoch": 0.22, "learning_rate": 0.0007917552657973922, "loss": 1.5771, "theoretical_loss": 3.8006501730072837, "tokens_seen": 713424896 }, { "epoch": 0.22, "learning_rate": 0.0007917352056168505, "loss": 1.6107, "theoretical_loss": 3.8006151098225667, "tokens_seen": 713490432 }, { "epoch": 0.22, "learning_rate": 0.000791715145436309, "loss": 1.6098, "theoretical_loss": 3.800580050760036, "tokens_seen": 713555968 }, { "epoch": 0.22, "learning_rate": 0.0007916950852557673, "loss": 1.4269, "theoretical_loss": 3.8005449958188278, "tokens_seen": 713621504 }, { "epoch": 0.22, "learning_rate": 0.0007916750250752257, "loss": 1.5848, "theoretical_loss": 3.8005099449980793, "tokens_seen": 713687040 }, { "epoch": 0.22, "learning_rate": 0.000791654964894684, "loss": 1.6125, "theoretical_loss": 3.8004748982969283, "tokens_seen": 713752576 }, { "epoch": 0.22, "learning_rate": 0.0007916349047141424, "loss": 1.5103, "theoretical_loss": 3.800439855714512, "tokens_seen": 713818112 }, { "epoch": 0.22, "learning_rate": 0.0007916148445336008, "loss": 1.6249, "theoretical_loss": 3.8004048172499685, "tokens_seen": 713883648 }, { "epoch": 0.22, "learning_rate": 0.0007915947843530592, "loss": 1.6413, "theoretical_loss": 3.800369782902436, "tokens_seen": 713949184 }, { "epoch": 0.22, "learning_rate": 0.0007915747241725175, "loss": 1.564, "theoretical_loss": 3.800334752671053, "tokens_seen": 714014720 }, { "epoch": 0.22, "learning_rate": 0.000791554663991976, "loss": 1.6036, "theoretical_loss": 3.8002997265549574, "tokens_seen": 714080256 }, { "epoch": 0.22, "learning_rate": 0.0007915346038114343, "loss": 1.6338, "theoretical_loss": 3.800264704553289, "tokens_seen": 714145792 }, { "epoch": 0.22, "learning_rate": 0.0007915145436308927, "loss": 1.5818, "theoretical_loss": 3.800229686665187, "tokens_seen": 714211328 }, { "epoch": 0.22, "learning_rate": 0.000791494483450351, "loss": 1.6419, "theoretical_loss": 3.80019467288979, "tokens_seen": 714276864 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.49227601289749146, "objective/train/docs_used": 265036, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4128671884536743, "objective/train/original_loss": 1.4128673076629639, "objective/train/theoretical_loss": 3.8001596632262387, "objective/train/tokens_used": 734802400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24258217215538025, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050460696220398, "objective/train/weighted_lm_loss": 1.4842172861099243, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.8001596632262387, "tokens_seen": 714342400 }, { "epoch": 0.22, "learning_rate": 0.0007914744232698094, "loss": 1.6004, "theoretical_loss": 3.8001596632262387, "tokens_seen": 714342400 }, { "epoch": 0.22, "learning_rate": 0.0007914543630892678, "loss": 1.6077, "theoretical_loss": 3.8001246576736722, "tokens_seen": 714407936 }, { "epoch": 0.22, "learning_rate": 0.0007914343029087262, "loss": 1.508, "theoretical_loss": 3.800089656231231, "tokens_seen": 714473472 }, { "epoch": 0.22, "learning_rate": 0.0007914142427281845, "loss": 1.6235, "theoretical_loss": 3.800054658898056, "tokens_seen": 714539008 }, { "epoch": 0.22, "learning_rate": 0.000791394182547643, "loss": 1.5177, "theoretical_loss": 3.8000196656732874, "tokens_seen": 714604544 }, { "epoch": 0.22, "learning_rate": 0.0007913741223671012, "loss": 1.5371, "theoretical_loss": 3.7999846765560665, "tokens_seen": 714670080 }, { "epoch": 0.22, "learning_rate": 0.0007913540621865597, "loss": 1.5648, "theoretical_loss": 3.7999496915455344, "tokens_seen": 714735616 }, { "epoch": 0.22, "learning_rate": 0.0007913340020060181, "loss": 1.5554, "theoretical_loss": 3.7999147106408326, "tokens_seen": 714801152 }, { "epoch": 0.22, "learning_rate": 0.0007913139418254764, "loss": 1.6221, "theoretical_loss": 3.7998797338411032, "tokens_seen": 714866688 }, { "epoch": 0.22, "learning_rate": 0.0007912938816449348, "loss": 1.5618, "theoretical_loss": 3.7998447611454873, "tokens_seen": 714932224 }, { "epoch": 0.22, "learning_rate": 0.0007912738214643931, "loss": 1.4989, "theoretical_loss": 3.7998097925531282, "tokens_seen": 714997760 }, { "epoch": 0.22, "learning_rate": 0.0007912537612838516, "loss": 1.762, "theoretical_loss": 3.7997748280631685, "tokens_seen": 715063296 }, { "epoch": 0.22, "learning_rate": 0.00079123370110331, "loss": 1.5914, "theoretical_loss": 3.7997398676747496, "tokens_seen": 715128832 }, { "epoch": 0.22, "learning_rate": 0.0007912136409227683, "loss": 1.6376, "theoretical_loss": 3.7997049113870163, "tokens_seen": 715194368 }, { "epoch": 0.22, "learning_rate": 0.0007911935807422267, "loss": 1.5687, "theoretical_loss": 3.799669959199111, "tokens_seen": 715259904 }, { "epoch": 0.22, "learning_rate": 0.0007911735205616852, "loss": 1.5701, "theoretical_loss": 3.799635011110177, "tokens_seen": 715325440 }, { "epoch": 0.22, "learning_rate": 0.0007911534603811434, "loss": 1.6408, "theoretical_loss": 3.7996000671193593, "tokens_seen": 715390976 }, { "epoch": 0.22, "learning_rate": 0.0007911334002006019, "loss": 1.6203, "theoretical_loss": 3.799565127225801, "tokens_seen": 715456512 }, { "epoch": 0.22, "learning_rate": 0.0007911133400200601, "loss": 1.6039, "theoretical_loss": 3.799530191428646, "tokens_seen": 715522048 }, { "epoch": 0.22, "learning_rate": 0.0007910932798395186, "loss": 1.5181, "theoretical_loss": 3.79949525972704, "tokens_seen": 715587584 }, { "epoch": 0.22, "learning_rate": 0.000791073219658977, "loss": 1.5076, "theoretical_loss": 3.7994603321201277, "tokens_seen": 715653120 }, { "epoch": 0.22, "learning_rate": 0.0007910531594784353, "loss": 1.6501, "theoretical_loss": 3.7994254086070534, "tokens_seen": 715718656 }, { "epoch": 0.22, "learning_rate": 0.0007910330992978937, "loss": 1.5293, "theoretical_loss": 3.799390489186963, "tokens_seen": 715784192 }, { "epoch": 0.22, "learning_rate": 0.0007910130391173521, "loss": 1.5227, "theoretical_loss": 3.799355573859003, "tokens_seen": 715849728 }, { "epoch": 0.22, "learning_rate": 0.0007909929789368104, "loss": 1.6207, "theoretical_loss": 3.7993206626223177, "tokens_seen": 715915264 }, { "epoch": 0.22, "learning_rate": 0.0007909729187562689, "loss": 1.6393, "theoretical_loss": 3.7992857554760544, "tokens_seen": 715980800 }, { "epoch": 0.22, "learning_rate": 0.0007909528585757272, "loss": 1.5905, "theoretical_loss": 3.799250852419359, "tokens_seen": 716046336 }, { "epoch": 0.22, "learning_rate": 0.0007909327983951856, "loss": 1.5667, "theoretical_loss": 3.7992159534513776, "tokens_seen": 716111872 }, { "epoch": 0.22, "learning_rate": 0.000790912738214644, "loss": 1.5622, "theoretical_loss": 3.799181058571258, "tokens_seen": 716177408 }, { "epoch": 0.22, "learning_rate": 0.0007908926780341024, "loss": 1.553, "theoretical_loss": 3.7991461677781473, "tokens_seen": 716242944 }, { "epoch": 0.22, "learning_rate": 0.0007908726178535607, "loss": 1.5286, "theoretical_loss": 3.7991112810711924, "tokens_seen": 716308480 }, { "epoch": 0.22, "learning_rate": 0.0007908525576730191, "loss": 1.4533, "theoretical_loss": 3.7990763984495413, "tokens_seen": 716374016 }, { "epoch": 0.22, "learning_rate": 0.0007908324974924774, "loss": 1.5553, "theoretical_loss": 3.7990415199123424, "tokens_seen": 716439552 }, { "epoch": 0.22, "learning_rate": 0.0007908124373119359, "loss": 1.6166, "theoretical_loss": 3.799006645458743, "tokens_seen": 716505088 }, { "epoch": 0.22, "learning_rate": 0.0007907923771313942, "loss": 1.546, "theoretical_loss": 3.798971775087892, "tokens_seen": 716570624 }, { "epoch": 0.22, "learning_rate": 0.0007907723169508526, "loss": 1.5911, "theoretical_loss": 3.798936908798938, "tokens_seen": 716636160 }, { "epoch": 0.22, "learning_rate": 0.0007907522567703109, "loss": 1.7353, "theoretical_loss": 3.79890204659103, "tokens_seen": 716701696 }, { "epoch": 0.22, "learning_rate": 0.0007907321965897694, "loss": 1.5854, "theoretical_loss": 3.7988671884633174, "tokens_seen": 716767232 }, { "epoch": 0.22, "learning_rate": 0.0007907121364092277, "loss": 1.5094, "theoretical_loss": 3.79883233441495, "tokens_seen": 716832768 }, { "epoch": 0.22, "learning_rate": 0.0007906920762286861, "loss": 1.5658, "theoretical_loss": 3.7987974844450756, "tokens_seen": 716898304 }, { "epoch": 0.22, "learning_rate": 0.0007906720160481444, "loss": 1.6501, "theoretical_loss": 3.7987626385528466, "tokens_seen": 716963840 }, { "epoch": 0.22, "learning_rate": 0.0007906519558676028, "loss": 1.6031, "theoretical_loss": 3.7987277967374125, "tokens_seen": 717029376 }, { "epoch": 0.22, "learning_rate": 0.0007906318956870612, "loss": 1.6597, "theoretical_loss": 3.7986929589979224, "tokens_seen": 717094912 }, { "epoch": 0.22, "learning_rate": 0.0007906118355065196, "loss": 1.6718, "theoretical_loss": 3.798658125333529, "tokens_seen": 717160448 }, { "epoch": 0.22, "learning_rate": 0.0007905917753259779, "loss": 1.6507, "theoretical_loss": 3.798623295743382, "tokens_seen": 717225984 }, { "epoch": 0.22, "learning_rate": 0.0007905717151454364, "loss": 1.6237, "theoretical_loss": 3.7985884702266333, "tokens_seen": 717291520 }, { "epoch": 0.22, "learning_rate": 0.0007905516549648947, "loss": 1.6251, "theoretical_loss": 3.7985536487824336, "tokens_seen": 717357056 }, { "epoch": 0.22, "learning_rate": 0.0007905315947843531, "loss": 1.5968, "theoretical_loss": 3.798518831409936, "tokens_seen": 717422592 }, { "epoch": 0.22, "learning_rate": 0.0007905115346038114, "loss": 1.7573, "theoretical_loss": 3.798484018108291, "tokens_seen": 717488128 }, { "epoch": 0.22, "learning_rate": 0.0007904914744232698, "loss": 1.5381, "theoretical_loss": 3.7984492088766526, "tokens_seen": 717553664 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4918719232082367, "objective/train/docs_used": 266305, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5350476503372192, "objective/train/original_loss": 1.5350477695465088, "objective/train/theoretical_loss": 3.7984144037141716, "objective/train/tokens_used": 738079200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24277284741401672, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504213571548462, "objective/train/weighted_lm_loss": 1.612541675567627, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.7984144037141716, "tokens_seen": 717619200 }, { "epoch": 0.22, "learning_rate": 0.0007904714142427282, "loss": 1.5408, "theoretical_loss": 3.7984144037141716, "tokens_seen": 717619200 }, { "epoch": 0.22, "learning_rate": 0.0007904513540621866, "loss": 1.6247, "theoretical_loss": 3.7983796026200016, "tokens_seen": 717684736 }, { "epoch": 0.22, "learning_rate": 0.0007904312938816449, "loss": 1.6049, "theoretical_loss": 3.7983448055932953, "tokens_seen": 717750272 }, { "epoch": 0.22, "learning_rate": 0.0007904112337011034, "loss": 1.7175, "theoretical_loss": 3.7983100126332063, "tokens_seen": 717815808 }, { "epoch": 0.22, "learning_rate": 0.0007903911735205616, "loss": 1.7088, "theoretical_loss": 3.798275223738888, "tokens_seen": 717881344 }, { "epoch": 0.22, "learning_rate": 0.0007903711133400201, "loss": 1.5637, "theoretical_loss": 3.798240438909495, "tokens_seen": 717946880 }, { "epoch": 0.22, "learning_rate": 0.0007903510531594785, "loss": 1.6292, "theoretical_loss": 3.79820565814418, "tokens_seen": 718012416 }, { "epoch": 0.22, "learning_rate": 0.0007903309929789368, "loss": 1.5838, "theoretical_loss": 3.798170881442098, "tokens_seen": 718077952 }, { "epoch": 0.22, "learning_rate": 0.0007903109327983952, "loss": 1.558, "theoretical_loss": 3.798136108802403, "tokens_seen": 718143488 }, { "epoch": 0.22, "learning_rate": 0.0007902908726178535, "loss": 1.5955, "theoretical_loss": 3.79810134022425, "tokens_seen": 718209024 }, { "epoch": 0.22, "learning_rate": 0.0007902708124373119, "loss": 1.5749, "theoretical_loss": 3.798066575706795, "tokens_seen": 718274560 }, { "epoch": 0.22, "learning_rate": 0.0007902507522567704, "loss": 1.6152, "theoretical_loss": 3.798031815249192, "tokens_seen": 718340096 }, { "epoch": 0.22, "learning_rate": 0.0007902306920762286, "loss": 1.5295, "theoretical_loss": 3.797997058850598, "tokens_seen": 718405632 }, { "epoch": 0.22, "learning_rate": 0.0007902106318956871, "loss": 1.6052, "theoretical_loss": 3.7979623065101666, "tokens_seen": 718471168 }, { "epoch": 0.22, "learning_rate": 0.0007901905717151455, "loss": 1.5276, "theoretical_loss": 3.797927558227056, "tokens_seen": 718536704 }, { "epoch": 0.22, "learning_rate": 0.0007901705115346038, "loss": 1.468, "theoretical_loss": 3.797892814000422, "tokens_seen": 718602240 }, { "epoch": 0.22, "learning_rate": 0.0007901504513540622, "loss": 1.5467, "theoretical_loss": 3.7978580738294205, "tokens_seen": 718667776 }, { "epoch": 0.22, "learning_rate": 0.0007901303911735205, "loss": 1.5773, "theoretical_loss": 3.7978233377132087, "tokens_seen": 718733312 }, { "epoch": 0.22, "learning_rate": 0.0007901103309929789, "loss": 1.5912, "theoretical_loss": 3.7977886056509433, "tokens_seen": 718798848 }, { "epoch": 0.22, "learning_rate": 0.0007900902708124374, "loss": 1.5103, "theoretical_loss": 3.7977538776417825, "tokens_seen": 718864384 }, { "epoch": 0.22, "learning_rate": 0.0007900702106318956, "loss": 1.6416, "theoretical_loss": 3.7977191536848833, "tokens_seen": 718929920 }, { "epoch": 0.22, "learning_rate": 0.0007900501504513541, "loss": 1.5653, "theoretical_loss": 3.797684433779404, "tokens_seen": 718995456 }, { "epoch": 0.22, "learning_rate": 0.0007900300902708124, "loss": 1.5652, "theoretical_loss": 3.797649717924502, "tokens_seen": 719060992 }, { "epoch": 0.22, "learning_rate": 0.0007900100300902708, "loss": 1.5965, "theoretical_loss": 3.7976150061193352, "tokens_seen": 719126528 }, { "epoch": 0.22, "learning_rate": 0.0007899899699097292, "loss": 1.5144, "theoretical_loss": 3.7975802983630635, "tokens_seen": 719192064 }, { "epoch": 0.22, "learning_rate": 0.0007899699097291876, "loss": 1.6968, "theoretical_loss": 3.797545594654845, "tokens_seen": 719257600 }, { "epoch": 0.22, "learning_rate": 0.0007899498495486459, "loss": 1.5588, "theoretical_loss": 3.797510894993839, "tokens_seen": 719323136 }, { "epoch": 0.22, "learning_rate": 0.0007899297893681044, "loss": 1.5348, "theoretical_loss": 3.7974761993792048, "tokens_seen": 719388672 }, { "epoch": 0.22, "learning_rate": 0.0007899097291875626, "loss": 1.5873, "theoretical_loss": 3.797441507810102, "tokens_seen": 719454208 }, { "epoch": 0.22, "learning_rate": 0.0007898896690070211, "loss": 1.6881, "theoretical_loss": 3.7974068202856905, "tokens_seen": 719519744 }, { "epoch": 0.22, "learning_rate": 0.0007898696088264794, "loss": 1.4768, "theoretical_loss": 3.79737213680513, "tokens_seen": 719585280 }, { "epoch": 0.22, "learning_rate": 0.0007898495486459378, "loss": 1.5679, "theoretical_loss": 3.797337457367581, "tokens_seen": 719650816 }, { "epoch": 0.22, "learning_rate": 0.0007898294884653962, "loss": 1.6461, "theoretical_loss": 3.7973027819722045, "tokens_seen": 719716352 }, { "epoch": 0.22, "learning_rate": 0.0007898094282848546, "loss": 1.587, "theoretical_loss": 3.797268110618161, "tokens_seen": 719781888 }, { "epoch": 0.22, "learning_rate": 0.000789789368104313, "loss": 1.5568, "theoretical_loss": 3.797233443304612, "tokens_seen": 719847424 }, { "epoch": 0.22, "learning_rate": 0.0007897693079237713, "loss": 1.6034, "theoretical_loss": 3.797198780030718, "tokens_seen": 719912960 }, { "epoch": 0.22, "learning_rate": 0.0007897492477432298, "loss": 1.5823, "theoretical_loss": 3.7971641207956415, "tokens_seen": 719978496 }, { "epoch": 0.22, "learning_rate": 0.0007897291875626881, "loss": 1.6019, "theoretical_loss": 3.7971294655985437, "tokens_seen": 720044032 }, { "epoch": 0.22, "learning_rate": 0.0007897091273821465, "loss": 1.6681, "theoretical_loss": 3.7970948144385868, "tokens_seen": 720109568 }, { "epoch": 0.22, "learning_rate": 0.0007896890672016048, "loss": 1.635, "theoretical_loss": 3.7970601673149336, "tokens_seen": 720175104 }, { "epoch": 0.22, "learning_rate": 0.0007896690070210632, "loss": 1.5091, "theoretical_loss": 3.797025524226746, "tokens_seen": 720240640 }, { "epoch": 0.22, "learning_rate": 0.0007896489468405216, "loss": 1.5042, "theoretical_loss": 3.7969908851731873, "tokens_seen": 720306176 }, { "epoch": 0.22, "learning_rate": 0.00078962888665998, "loss": 1.505, "theoretical_loss": 3.796956250153421, "tokens_seen": 720371712 }, { "epoch": 0.22, "learning_rate": 0.0007896088264794383, "loss": 1.579, "theoretical_loss": 3.7969216191666098, "tokens_seen": 720437248 }, { "epoch": 0.22, "learning_rate": 0.0007895887662988968, "loss": 1.6215, "theoretical_loss": 3.796886992211917, "tokens_seen": 720502784 }, { "epoch": 0.22, "learning_rate": 0.0007895687061183551, "loss": 1.5679, "theoretical_loss": 3.796852369288507, "tokens_seen": 720568320 }, { "epoch": 0.22, "learning_rate": 0.0007895486459378135, "loss": 1.6324, "theoretical_loss": 3.796817750395544, "tokens_seen": 720633856 }, { "epoch": 0.22, "learning_rate": 0.0007895285857572719, "loss": 1.557, "theoretical_loss": 3.796783135532192, "tokens_seen": 720699392 }, { "epoch": 0.22, "learning_rate": 0.0007895085255767302, "loss": 1.6823, "theoretical_loss": 3.796748524697616, "tokens_seen": 720764928 }, { "epoch": 0.22, "learning_rate": 0.0007894884653961886, "loss": 1.455, "theoretical_loss": 3.7967139178909806, "tokens_seen": 720830464 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.494853138923645, "objective/train/docs_used": 267624, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4048925638198853, "objective/train/original_loss": 1.4048924446105957, "objective/train/theoretical_loss": 3.7966793151114504, "objective/train/tokens_used": 741356000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24536572396755219, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507327318191528, "objective/train/weighted_lm_loss": 1.4761347770690918, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.7966793151114504, "tokens_seen": 720896000 }, { "epoch": 0.22, "learning_rate": 0.000789468405215647, "loss": 1.4701, "theoretical_loss": 3.7966793151114504, "tokens_seen": 720896000 }, { "epoch": 0.22, "learning_rate": 0.0007894483450351053, "loss": 1.5125, "theoretical_loss": 3.7966447163581916, "tokens_seen": 720961536 }, { "epoch": 0.22, "learning_rate": 0.0007894282848545638, "loss": 1.5695, "theoretical_loss": 3.796610121630369, "tokens_seen": 721027072 }, { "epoch": 0.22, "learning_rate": 0.000789408224674022, "loss": 1.4918, "theoretical_loss": 3.796575530927149, "tokens_seen": 721092608 }, { "epoch": 0.22, "learning_rate": 0.0007893881644934805, "loss": 1.5916, "theoretical_loss": 3.796540944247698, "tokens_seen": 721158144 }, { "epoch": 0.22, "learning_rate": 0.0007893681043129389, "loss": 1.5412, "theoretical_loss": 3.7965063615911814, "tokens_seen": 721223680 }, { "epoch": 0.22, "learning_rate": 0.0007893480441323972, "loss": 1.5931, "theoretical_loss": 3.7964717829567665, "tokens_seen": 721289216 }, { "epoch": 0.22, "learning_rate": 0.0007893279839518556, "loss": 1.5241, "theoretical_loss": 3.7964372083436198, "tokens_seen": 721354752 }, { "epoch": 0.22, "learning_rate": 0.0007893079237713139, "loss": 1.6341, "theoretical_loss": 3.796402637750908, "tokens_seen": 721420288 }, { "epoch": 0.22, "learning_rate": 0.0007892878635907723, "loss": 1.5543, "theoretical_loss": 3.796368071177799, "tokens_seen": 721485824 }, { "epoch": 0.22, "learning_rate": 0.0007892678034102308, "loss": 1.593, "theoretical_loss": 3.7963335086234604, "tokens_seen": 721551360 }, { "epoch": 0.22, "learning_rate": 0.000789247743229689, "loss": 1.6921, "theoretical_loss": 3.79629895008706, "tokens_seen": 721616896 }, { "epoch": 0.22, "learning_rate": 0.0007892276830491475, "loss": 1.6719, "theoretical_loss": 3.796264395567766, "tokens_seen": 721682432 }, { "epoch": 0.22, "learning_rate": 0.0007892076228686059, "loss": 1.6716, "theoretical_loss": 3.7962298450647456, "tokens_seen": 721747968 }, { "epoch": 0.22, "learning_rate": 0.0007891875626880642, "loss": 1.5506, "theoretical_loss": 3.796195298577169, "tokens_seen": 721813504 }, { "epoch": 0.22, "learning_rate": 0.0007891675025075226, "loss": 1.5707, "theoretical_loss": 3.7961607561042037, "tokens_seen": 721879040 }, { "epoch": 0.22, "learning_rate": 0.000789147442326981, "loss": 1.5197, "theoretical_loss": 3.7961262176450195, "tokens_seen": 721944576 }, { "epoch": 0.22, "learning_rate": 0.0007891273821464393, "loss": 1.5943, "theoretical_loss": 3.796091683198785, "tokens_seen": 722010112 }, { "epoch": 0.22, "learning_rate": 0.0007891073219658978, "loss": 1.6489, "theoretical_loss": 3.7960571527646714, "tokens_seen": 722075648 }, { "epoch": 0.22, "learning_rate": 0.000789087261785356, "loss": 1.5536, "theoretical_loss": 3.7960226263418466, "tokens_seen": 722141184 }, { "epoch": 0.22, "learning_rate": 0.0007890672016048145, "loss": 1.6451, "theoretical_loss": 3.795988103929482, "tokens_seen": 722206720 }, { "epoch": 0.22, "learning_rate": 0.0007890471414242728, "loss": 1.5525, "theoretical_loss": 3.7959535855267466, "tokens_seen": 722272256 }, { "epoch": 0.22, "learning_rate": 0.0007890270812437312, "loss": 1.6085, "theoretical_loss": 3.795919071132812, "tokens_seen": 722337792 }, { "epoch": 0.22, "learning_rate": 0.0007890070210631896, "loss": 1.4768, "theoretical_loss": 3.795884560746849, "tokens_seen": 722403328 }, { "epoch": 0.22, "learning_rate": 0.000788986960882648, "loss": 1.4919, "theoretical_loss": 3.7958500543680276, "tokens_seen": 722468864 }, { "epoch": 0.22, "learning_rate": 0.0007889669007021063, "loss": 1.5701, "theoretical_loss": 3.7958155519955206, "tokens_seen": 722534400 }, { "epoch": 0.22, "learning_rate": 0.0007889468405215648, "loss": 1.6325, "theoretical_loss": 3.795781053628498, "tokens_seen": 722599936 }, { "epoch": 0.22, "learning_rate": 0.000788926780341023, "loss": 1.5852, "theoretical_loss": 3.7957465592661324, "tokens_seen": 722665472 }, { "epoch": 0.22, "learning_rate": 0.0007889067201604815, "loss": 1.5534, "theoretical_loss": 3.795712068907596, "tokens_seen": 722731008 }, { "epoch": 0.22, "learning_rate": 0.0007888866599799398, "loss": 1.7387, "theoretical_loss": 3.7956775825520603, "tokens_seen": 722796544 }, { "epoch": 0.22, "learning_rate": 0.0007888665997993982, "loss": 1.6786, "theoretical_loss": 3.7956431001986988, "tokens_seen": 722862080 }, { "epoch": 0.22, "learning_rate": 0.0007888465396188566, "loss": 1.6192, "theoretical_loss": 3.7956086218466836, "tokens_seen": 722927616 }, { "epoch": 0.22, "learning_rate": 0.000788826479438315, "loss": 1.5977, "theoretical_loss": 3.795574147495188, "tokens_seen": 722993152 }, { "epoch": 0.22, "learning_rate": 0.0007888064192577733, "loss": 1.5721, "theoretical_loss": 3.7955396771433847, "tokens_seen": 723058688 }, { "epoch": 0.22, "learning_rate": 0.0007887863590772317, "loss": 1.615, "theoretical_loss": 3.7955052107904477, "tokens_seen": 723124224 }, { "epoch": 0.22, "learning_rate": 0.00078876629889669, "loss": 1.6817, "theoretical_loss": 3.7954707484355508, "tokens_seen": 723189760 }, { "epoch": 0.22, "learning_rate": 0.0007887462387161485, "loss": 1.6336, "theoretical_loss": 3.795436290077868, "tokens_seen": 723255296 }, { "epoch": 0.22, "learning_rate": 0.0007887261785356068, "loss": 1.6542, "theoretical_loss": 3.7954018357165737, "tokens_seen": 723320832 }, { "epoch": 0.22, "learning_rate": 0.0007887061183550652, "loss": 1.6355, "theoretical_loss": 3.7953673853508416, "tokens_seen": 723386368 }, { "epoch": 0.22, "learning_rate": 0.0007886860581745235, "loss": 1.6461, "theoretical_loss": 3.795332938979847, "tokens_seen": 723451904 }, { "epoch": 0.22, "learning_rate": 0.000788665997993982, "loss": 1.5919, "theoretical_loss": 3.795298496602765, "tokens_seen": 723517440 }, { "epoch": 0.22, "learning_rate": 0.0007886459378134403, "loss": 1.56, "theoretical_loss": 3.7952640582187707, "tokens_seen": 723582976 }, { "epoch": 0.22, "learning_rate": 0.0007886258776328987, "loss": 1.462, "theoretical_loss": 3.795229623827039, "tokens_seen": 723648512 }, { "epoch": 0.22, "learning_rate": 0.0007886058174523571, "loss": 1.6575, "theoretical_loss": 3.7951951934267463, "tokens_seen": 723714048 }, { "epoch": 0.22, "learning_rate": 0.0007885857572718155, "loss": 1.564, "theoretical_loss": 3.795160767017068, "tokens_seen": 723779584 }, { "epoch": 0.22, "learning_rate": 0.0007885656970912738, "loss": 1.545, "theoretical_loss": 3.795126344597181, "tokens_seen": 723845120 }, { "epoch": 0.22, "learning_rate": 0.0007885456369107323, "loss": 1.5575, "theoretical_loss": 3.7950919261662612, "tokens_seen": 723910656 }, { "epoch": 0.22, "learning_rate": 0.0007885255767301905, "loss": 1.6048, "theoretical_loss": 3.7950575117234857, "tokens_seen": 723976192 }, { "epoch": 0.22, "learning_rate": 0.000788505516549649, "loss": 1.6036, "theoretical_loss": 3.795023101268031, "tokens_seen": 724041728 }, { "epoch": 0.22, "learning_rate": 0.0007884854563691073, "loss": 1.5814, "theoretical_loss": 3.7949886947990743, "tokens_seen": 724107264 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4941313862800598, "objective/train/docs_used": 268786, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5286294221878052, "objective/train/original_loss": 1.5286293029785156, "objective/train/theoretical_loss": 3.7949542923157935, "objective/train/tokens_used": 744632800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24435481429100037, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050655484199524, "objective/train/weighted_lm_loss": 1.6058937311172485, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.7949542923157935, "tokens_seen": 724172800 }, { "epoch": 0.22, "learning_rate": 0.0007884653961885657, "loss": 1.6391, "theoretical_loss": 3.7949542923157935, "tokens_seen": 724172800 }, { "epoch": 0.22, "learning_rate": 0.0007884453360080241, "loss": 1.6482, "theoretical_loss": 3.794919893817366, "tokens_seen": 724238336 }, { "epoch": 0.22, "learning_rate": 0.0007884252758274824, "loss": 1.8053, "theoretical_loss": 3.7948854993029695, "tokens_seen": 724303872 }, { "epoch": 0.22, "learning_rate": 0.0007884052156469408, "loss": 1.5236, "theoretical_loss": 3.7948511087717822, "tokens_seen": 724369408 }, { "epoch": 0.22, "learning_rate": 0.0007883851554663993, "loss": 1.5501, "theoretical_loss": 3.7948167222229827, "tokens_seen": 724434944 }, { "epoch": 0.22, "learning_rate": 0.0007883650952858575, "loss": 1.6084, "theoretical_loss": 3.7947823396557494, "tokens_seen": 724500480 }, { "epoch": 0.22, "learning_rate": 0.000788345035105316, "loss": 1.5137, "theoretical_loss": 3.7947479610692616, "tokens_seen": 724566016 }, { "epoch": 0.22, "learning_rate": 0.0007883249749247742, "loss": 1.5571, "theoretical_loss": 3.7947135864626977, "tokens_seen": 724631552 }, { "epoch": 0.22, "learning_rate": 0.0007883049147442327, "loss": 1.6306, "theoretical_loss": 3.794679215835238, "tokens_seen": 724697088 }, { "epoch": 0.22, "learning_rate": 0.0007882848545636912, "loss": 1.49, "theoretical_loss": 3.7946448491860614, "tokens_seen": 724762624 }, { "epoch": 0.22, "learning_rate": 0.0007882647943831494, "loss": 1.6241, "theoretical_loss": 3.794610486514348, "tokens_seen": 724828160 }, { "epoch": 0.22, "learning_rate": 0.0007882447342026079, "loss": 1.5668, "theoretical_loss": 3.794576127819278, "tokens_seen": 724893696 }, { "epoch": 0.22, "learning_rate": 0.0007882246740220663, "loss": 1.5605, "theoretical_loss": 3.7945417731000317, "tokens_seen": 724959232 }, { "epoch": 0.22, "learning_rate": 0.0007882046138415246, "loss": 1.6471, "theoretical_loss": 3.7945074223557893, "tokens_seen": 725024768 }, { "epoch": 0.22, "learning_rate": 0.000788184553660983, "loss": 1.5899, "theoretical_loss": 3.7944730755857323, "tokens_seen": 725090304 }, { "epoch": 0.22, "learning_rate": 0.0007881644934804413, "loss": 1.6219, "theoretical_loss": 3.794438732789041, "tokens_seen": 725155840 }, { "epoch": 0.22, "learning_rate": 0.0007881444332998997, "loss": 1.5868, "theoretical_loss": 3.7944043939648973, "tokens_seen": 725221376 }, { "epoch": 0.22, "learning_rate": 0.0007881243731193582, "loss": 1.5024, "theoretical_loss": 3.7943700591124827, "tokens_seen": 725286912 }, { "epoch": 0.22, "learning_rate": 0.0007881043129388164, "loss": 1.5052, "theoretical_loss": 3.794335728230979, "tokens_seen": 725352448 }, { "epoch": 0.22, "learning_rate": 0.0007880842527582749, "loss": 1.6316, "theoretical_loss": 3.7943014013195677, "tokens_seen": 725417984 }, { "epoch": 0.22, "learning_rate": 0.0007880641925777332, "loss": 1.5751, "theoretical_loss": 3.794267078377432, "tokens_seen": 725483520 }, { "epoch": 0.22, "learning_rate": 0.0007880441323971916, "loss": 1.5446, "theoretical_loss": 3.7942327594037537, "tokens_seen": 725549056 }, { "epoch": 0.22, "learning_rate": 0.00078802407221665, "loss": 1.5184, "theoretical_loss": 3.7941984443977157, "tokens_seen": 725614592 }, { "epoch": 0.22, "learning_rate": 0.0007880040120361084, "loss": 1.4761, "theoretical_loss": 3.7941641333585014, "tokens_seen": 725680128 }, { "epoch": 0.22, "learning_rate": 0.0007879839518555667, "loss": 1.5728, "theoretical_loss": 3.794129826285294, "tokens_seen": 725745664 }, { "epoch": 0.22, "learning_rate": 0.0007879638916750252, "loss": 1.4827, "theoretical_loss": 3.794095523177276, "tokens_seen": 725811200 }, { "epoch": 0.22, "learning_rate": 0.0007879438314944834, "loss": 1.5944, "theoretical_loss": 3.7940612240336327, "tokens_seen": 725876736 }, { "epoch": 0.22, "learning_rate": 0.0007879237713139419, "loss": 1.5847, "theoretical_loss": 3.794026928853547, "tokens_seen": 725942272 }, { "epoch": 0.22, "learning_rate": 0.0007879037111334002, "loss": 1.579, "theoretical_loss": 3.7939926376362036, "tokens_seen": 726007808 }, { "epoch": 0.22, "learning_rate": 0.0007878836509528586, "loss": 1.5409, "theoretical_loss": 3.7939583503807865, "tokens_seen": 726073344 }, { "epoch": 0.22, "learning_rate": 0.000787863590772317, "loss": 1.632, "theoretical_loss": 3.793924067086481, "tokens_seen": 726138880 }, { "epoch": 0.22, "learning_rate": 0.0007878435305917754, "loss": 1.5681, "theoretical_loss": 3.7938897877524713, "tokens_seen": 726204416 }, { "epoch": 0.22, "learning_rate": 0.0007878234704112337, "loss": 1.6034, "theoretical_loss": 3.793855512377943, "tokens_seen": 726269952 }, { "epoch": 0.22, "learning_rate": 0.0007878034102306921, "loss": 1.6, "theoretical_loss": 3.7938212409620817, "tokens_seen": 726335488 }, { "epoch": 0.22, "learning_rate": 0.0007877833500501504, "loss": 1.5289, "theoretical_loss": 3.793786973504073, "tokens_seen": 726401024 }, { "epoch": 0.22, "learning_rate": 0.0007877632898696089, "loss": 1.6196, "theoretical_loss": 3.7937527100031025, "tokens_seen": 726466560 }, { "epoch": 0.22, "learning_rate": 0.0007877432296890672, "loss": 1.6569, "theoretical_loss": 3.793718450458357, "tokens_seen": 726532096 }, { "epoch": 0.22, "learning_rate": 0.0007877231695085256, "loss": 1.5011, "theoretical_loss": 3.793684194869022, "tokens_seen": 726597632 }, { "epoch": 0.22, "learning_rate": 0.0007877031093279839, "loss": 1.4242, "theoretical_loss": 3.7936499432342847, "tokens_seen": 726663168 }, { "epoch": 0.22, "learning_rate": 0.0007876830491474424, "loss": 1.6393, "theoretical_loss": 3.7936156955533322, "tokens_seen": 726728704 }, { "epoch": 0.22, "learning_rate": 0.0007876629889669007, "loss": 1.5394, "theoretical_loss": 3.793581451825351, "tokens_seen": 726794240 }, { "epoch": 0.22, "learning_rate": 0.0007876429287863591, "loss": 1.5205, "theoretical_loss": 3.7935472120495284, "tokens_seen": 726859776 }, { "epoch": 0.22, "learning_rate": 0.0007876228686058175, "loss": 1.5882, "theoretical_loss": 3.7935129762250526, "tokens_seen": 726925312 }, { "epoch": 0.22, "learning_rate": 0.0007876028084252759, "loss": 1.5245, "theoretical_loss": 3.7934787443511113, "tokens_seen": 726990848 }, { "epoch": 0.22, "learning_rate": 0.0007875827482447342, "loss": 1.6943, "theoretical_loss": 3.7934445164268924, "tokens_seen": 727056384 }, { "epoch": 0.22, "learning_rate": 0.0007875626880641927, "loss": 1.7291, "theoretical_loss": 3.7934102924515845, "tokens_seen": 727121920 }, { "epoch": 0.22, "learning_rate": 0.0007875426278836509, "loss": 1.5935, "theoretical_loss": 3.7933760724243752, "tokens_seen": 727187456 }, { "epoch": 0.22, "learning_rate": 0.0007875225677031094, "loss": 1.6417, "theoretical_loss": 3.7933418563444543, "tokens_seen": 727252992 }, { "epoch": 0.22, "learning_rate": 0.0007875025075225677, "loss": 1.5997, "theoretical_loss": 3.7933076442110103, "tokens_seen": 727318528 }, { "epoch": 0.22, "learning_rate": 0.0007874824473420261, "loss": 1.5442, "theoretical_loss": 3.793273436023233, "tokens_seen": 727384064 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4955691993236542, "objective/train/docs_used": 269904, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5276315212249756, "objective/train/original_loss": 1.5276315212249756, "objective/train/theoretical_loss": 3.7932392317803116, "objective/train/tokens_used": 747909600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24581311643123627, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508066415786743, "objective/train/weighted_lm_loss": 1.605190396308899, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7932392317803116, "tokens_seen": 727449600 }, { "epoch": 0.22, "learning_rate": 0.0007874623871614845, "loss": 1.6204, "theoretical_loss": 3.7932392317803116, "tokens_seen": 727449600 }, { "epoch": 0.22, "learning_rate": 0.0007874423269809428, "loss": 1.4769, "theoretical_loss": 3.793205031481436, "tokens_seen": 727515136 }, { "epoch": 0.22, "learning_rate": 0.0007874222668004012, "loss": 1.6299, "theoretical_loss": 3.793170835125796, "tokens_seen": 727580672 }, { "epoch": 0.22, "learning_rate": 0.0007874022066198597, "loss": 1.5609, "theoretical_loss": 3.7931366427125814, "tokens_seen": 727646208 }, { "epoch": 0.22, "learning_rate": 0.0007873821464393179, "loss": 1.5415, "theoretical_loss": 3.7931024542409837, "tokens_seen": 727711744 }, { "epoch": 0.22, "learning_rate": 0.0007873620862587764, "loss": 1.6417, "theoretical_loss": 3.7930682697101927, "tokens_seen": 727777280 }, { "epoch": 0.22, "learning_rate": 0.0007873420260782346, "loss": 1.5456, "theoretical_loss": 3.7930340891194, "tokens_seen": 727842816 }, { "epoch": 0.22, "learning_rate": 0.0007873219658976931, "loss": 1.6418, "theoretical_loss": 3.7929999124677964, "tokens_seen": 727908352 }, { "epoch": 0.22, "learning_rate": 0.0007873019057171515, "loss": 1.4928, "theoretical_loss": 3.7929657397545733, "tokens_seen": 727973888 }, { "epoch": 0.22, "learning_rate": 0.0007872818455366098, "loss": 1.5043, "theoretical_loss": 3.792931570978922, "tokens_seen": 728039424 }, { "epoch": 0.22, "learning_rate": 0.0007872617853560682, "loss": 1.521, "theoretical_loss": 3.792897406140036, "tokens_seen": 728104960 }, { "epoch": 0.22, "learning_rate": 0.0007872417251755267, "loss": 1.5265, "theoretical_loss": 3.792863245237106, "tokens_seen": 728170496 }, { "epoch": 0.22, "learning_rate": 0.0007872216649949849, "loss": 1.6199, "theoretical_loss": 3.792829088269324, "tokens_seen": 728236032 }, { "epoch": 0.22, "learning_rate": 0.0007872016048144434, "loss": 1.5429, "theoretical_loss": 3.792794935235884, "tokens_seen": 728301568 }, { "epoch": 0.22, "learning_rate": 0.0007871815446339016, "loss": 1.5364, "theoretical_loss": 3.792760786135978, "tokens_seen": 728367104 }, { "epoch": 0.22, "learning_rate": 0.0007871614844533601, "loss": 1.517, "theoretical_loss": 3.792726640968799, "tokens_seen": 728432640 }, { "epoch": 0.22, "learning_rate": 0.0007871414242728185, "loss": 1.6017, "theoretical_loss": 3.792692499733541, "tokens_seen": 728498176 }, { "epoch": 0.22, "learning_rate": 0.0007871213640922768, "loss": 1.6461, "theoretical_loss": 3.792658362429397, "tokens_seen": 728563712 }, { "epoch": 0.22, "learning_rate": 0.0007871013039117352, "loss": 1.5711, "theoretical_loss": 3.792624229055561, "tokens_seen": 728629248 }, { "epoch": 0.22, "learning_rate": 0.0007870812437311936, "loss": 1.5317, "theoretical_loss": 3.7925900996112274, "tokens_seen": 728694784 }, { "epoch": 0.22, "learning_rate": 0.0007870611835506519, "loss": 1.5604, "theoretical_loss": 3.7925559740955896, "tokens_seen": 728760320 }, { "epoch": 0.22, "learning_rate": 0.0007870411233701104, "loss": 1.574, "theoretical_loss": 3.792521852507843, "tokens_seen": 728825856 }, { "epoch": 0.22, "learning_rate": 0.0007870210631895686, "loss": 1.5346, "theoretical_loss": 3.7924877348471817, "tokens_seen": 728891392 }, { "epoch": 0.22, "learning_rate": 0.0007870010030090271, "loss": 1.5784, "theoretical_loss": 3.7924536211128013, "tokens_seen": 728956928 }, { "epoch": 0.22, "learning_rate": 0.0007869809428284854, "loss": 1.5469, "theoretical_loss": 3.7924195113038968, "tokens_seen": 729022464 }, { "epoch": 0.22, "learning_rate": 0.0007869608826479438, "loss": 1.5797, "theoretical_loss": 3.7923854054196635, "tokens_seen": 729088000 }, { "epoch": 0.22, "learning_rate": 0.0007869408224674022, "loss": 1.6433, "theoretical_loss": 3.792351303459297, "tokens_seen": 729153536 }, { "epoch": 0.22, "learning_rate": 0.0007869207622868606, "loss": 1.5127, "theoretical_loss": 3.792317205421994, "tokens_seen": 729219072 }, { "epoch": 0.22, "learning_rate": 0.0007869007021063189, "loss": 1.6056, "theoretical_loss": 3.7922831113069493, "tokens_seen": 729284608 }, { "epoch": 0.22, "learning_rate": 0.0007868806419257774, "loss": 1.5127, "theoretical_loss": 3.792249021113361, "tokens_seen": 729350144 }, { "epoch": 0.22, "learning_rate": 0.0007868605817452357, "loss": 1.5448, "theoretical_loss": 3.792214934840424, "tokens_seen": 729415680 }, { "epoch": 0.22, "learning_rate": 0.0007868405215646941, "loss": 1.4949, "theoretical_loss": 3.792180852487337, "tokens_seen": 729481216 }, { "epoch": 0.22, "learning_rate": 0.0007868204613841524, "loss": 1.5868, "theoretical_loss": 3.792146774053296, "tokens_seen": 729546752 }, { "epoch": 0.22, "learning_rate": 0.0007868004012036108, "loss": 1.667, "theoretical_loss": 3.7921126995374985, "tokens_seen": 729612288 }, { "epoch": 0.22, "learning_rate": 0.0007867803410230693, "loss": 1.4273, "theoretical_loss": 3.7920786289391417, "tokens_seen": 729677824 }, { "epoch": 0.22, "learning_rate": 0.0007867602808425276, "loss": 1.5585, "theoretical_loss": 3.792044562257425, "tokens_seen": 729743360 }, { "epoch": 0.22, "learning_rate": 0.000786740220661986, "loss": 1.5144, "theoretical_loss": 3.792010499491545, "tokens_seen": 729808896 }, { "epoch": 0.22, "learning_rate": 0.0007867201604814443, "loss": 1.4325, "theoretical_loss": 3.7919764406407, "tokens_seen": 729874432 }, { "epoch": 0.22, "learning_rate": 0.0007867001003009028, "loss": 1.5243, "theoretical_loss": 3.7919423857040897, "tokens_seen": 729939968 }, { "epoch": 0.22, "learning_rate": 0.0007866800401203611, "loss": 1.4948, "theoretical_loss": 3.7919083346809117, "tokens_seen": 730005504 }, { "epoch": 0.22, "learning_rate": 0.0007866599799398195, "loss": 1.5905, "theoretical_loss": 3.7918742875703657, "tokens_seen": 730071040 }, { "epoch": 0.22, "learning_rate": 0.0007866399197592779, "loss": 1.5229, "theoretical_loss": 3.791840244371651, "tokens_seen": 730136576 }, { "epoch": 0.22, "learning_rate": 0.0007866198595787363, "loss": 1.5017, "theoretical_loss": 3.7918062050839665, "tokens_seen": 730202112 }, { "epoch": 0.22, "learning_rate": 0.0007865997993981946, "loss": 1.6211, "theoretical_loss": 3.7917721697065123, "tokens_seen": 730267648 }, { "epoch": 0.22, "learning_rate": 0.000786579739217653, "loss": 1.5065, "theoretical_loss": 3.7917381382384883, "tokens_seen": 730333184 }, { "epoch": 0.22, "learning_rate": 0.0007865596790371113, "loss": 1.6059, "theoretical_loss": 3.791704110679095, "tokens_seen": 730398720 }, { "epoch": 0.22, "learning_rate": 0.0007865396188565698, "loss": 1.4476, "theoretical_loss": 3.791670087027532, "tokens_seen": 730464256 }, { "epoch": 0.22, "learning_rate": 0.0007865195586760281, "loss": 1.4362, "theoretical_loss": 3.7916360672830014, "tokens_seen": 730529792 }, { "epoch": 0.22, "learning_rate": 0.0007864994984954865, "loss": 1.6911, "theoretical_loss": 3.791602051444703, "tokens_seen": 730595328 }, { "epoch": 0.22, "learning_rate": 0.0007864794383149449, "loss": 1.5424, "theoretical_loss": 3.7915680395118376, "tokens_seen": 730660864 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4948250651359558, "objective/train/docs_used": 271086, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.462997555732727, "objective/train/original_loss": 1.4629974365234375, "objective/train/theoretical_loss": 3.7915340314836077, "objective/train/tokens_used": 751186400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24516312777996063, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507289171218872, "objective/train/weighted_lm_loss": 1.5371520519256592, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.7915340314836077, "tokens_seen": 730726400 }, { "epoch": 0.22, "learning_rate": 0.0007864593781344032, "loss": 1.5211, "theoretical_loss": 3.7915340314836077, "tokens_seen": 730726400 }, { "epoch": 0.22, "learning_rate": 0.0007864393179538616, "loss": 1.4593, "theoretical_loss": 3.791500027359214, "tokens_seen": 730791936 }, { "epoch": 0.22, "learning_rate": 0.0007864192577733201, "loss": 1.5354, "theoretical_loss": 3.791466027137859, "tokens_seen": 730857472 }, { "epoch": 0.22, "learning_rate": 0.0007863991975927783, "loss": 1.5912, "theoretical_loss": 3.7914320308187444, "tokens_seen": 730923008 }, { "epoch": 0.22, "learning_rate": 0.0007863791374122368, "loss": 1.5214, "theoretical_loss": 3.7913980384010726, "tokens_seen": 730988544 }, { "epoch": 0.22, "learning_rate": 0.000786359077231695, "loss": 1.5476, "theoretical_loss": 3.791364049884046, "tokens_seen": 731054080 }, { "epoch": 0.22, "learning_rate": 0.0007863390170511535, "loss": 1.6559, "theoretical_loss": 3.7913300652668678, "tokens_seen": 731119616 }, { "epoch": 0.22, "learning_rate": 0.0007863189568706119, "loss": 1.588, "theoretical_loss": 3.791296084548741, "tokens_seen": 731185152 }, { "epoch": 0.22, "learning_rate": 0.0007862988966900702, "loss": 1.4801, "theoretical_loss": 3.791262107728868, "tokens_seen": 731250688 }, { "epoch": 0.22, "learning_rate": 0.0007862788365095286, "loss": 1.6053, "theoretical_loss": 3.7912281348064534, "tokens_seen": 731316224 }, { "epoch": 0.22, "learning_rate": 0.0007862587763289871, "loss": 1.5866, "theoretical_loss": 3.7911941657807002, "tokens_seen": 731381760 }, { "epoch": 0.22, "learning_rate": 0.0007862387161484453, "loss": 1.5112, "theoretical_loss": 3.791160200650812, "tokens_seen": 731447296 }, { "epoch": 0.22, "learning_rate": 0.0007862186559679038, "loss": 1.615, "theoretical_loss": 3.7911262394159944, "tokens_seen": 731512832 }, { "epoch": 0.22, "learning_rate": 0.000786198595787362, "loss": 1.4974, "theoretical_loss": 3.7910922820754505, "tokens_seen": 731578368 }, { "epoch": 0.22, "learning_rate": 0.0007861785356068205, "loss": 1.4542, "theoretical_loss": 3.7910583286283854, "tokens_seen": 731643904 }, { "epoch": 0.22, "learning_rate": 0.0007861584754262789, "loss": 1.5288, "theoretical_loss": 3.7910243790740044, "tokens_seen": 731709440 }, { "epoch": 0.22, "learning_rate": 0.0007861384152457372, "loss": 1.5616, "theoretical_loss": 3.790990433411512, "tokens_seen": 731774976 }, { "epoch": 0.22, "learning_rate": 0.0007861183550651956, "loss": 1.5907, "theoretical_loss": 3.790956491640114, "tokens_seen": 731840512 }, { "epoch": 0.22, "learning_rate": 0.000786098294884654, "loss": 1.6463, "theoretical_loss": 3.7909225537590157, "tokens_seen": 731906048 }, { "epoch": 0.22, "learning_rate": 0.0007860782347041123, "loss": 1.4904, "theoretical_loss": 3.7908886197674225, "tokens_seen": 731971584 }, { "epoch": 0.22, "learning_rate": 0.0007860581745235708, "loss": 1.4949, "theoretical_loss": 3.7908546896645414, "tokens_seen": 732037120 }, { "epoch": 0.22, "learning_rate": 0.000786038114343029, "loss": 1.5844, "theoretical_loss": 3.7908207634495783, "tokens_seen": 732102656 }, { "epoch": 0.22, "learning_rate": 0.0007860180541624875, "loss": 1.6109, "theoretical_loss": 3.790786841121739, "tokens_seen": 732168192 }, { "epoch": 0.22, "learning_rate": 0.0007859979939819458, "loss": 1.5295, "theoretical_loss": 3.790752922680232, "tokens_seen": 732233728 }, { "epoch": 0.22, "learning_rate": 0.0007859779338014042, "loss": 1.558, "theoretical_loss": 3.7907190081242623, "tokens_seen": 732299264 }, { "epoch": 0.22, "learning_rate": 0.0007859578736208626, "loss": 1.6146, "theoretical_loss": 3.7906850974530384, "tokens_seen": 732364800 }, { "epoch": 0.22, "learning_rate": 0.000785937813440321, "loss": 1.4625, "theoretical_loss": 3.7906511906657676, "tokens_seen": 732430336 }, { "epoch": 0.22, "learning_rate": 0.0007859177532597793, "loss": 1.5532, "theoretical_loss": 3.7906172877616573, "tokens_seen": 732495872 }, { "epoch": 0.22, "learning_rate": 0.0007858976930792378, "loss": 1.5032, "theoretical_loss": 3.790583388739915, "tokens_seen": 732561408 }, { "epoch": 0.22, "learning_rate": 0.0007858776328986961, "loss": 1.5335, "theoretical_loss": 3.79054949359975, "tokens_seen": 732626944 }, { "epoch": 0.22, "learning_rate": 0.0007858575727181545, "loss": 1.5711, "theoretical_loss": 3.7905156023403697, "tokens_seen": 732692480 }, { "epoch": 0.22, "learning_rate": 0.0007858375125376128, "loss": 1.4873, "theoretical_loss": 3.790481714960983, "tokens_seen": 732758016 }, { "epoch": 0.22, "learning_rate": 0.0007858174523570712, "loss": 1.4483, "theoretical_loss": 3.7904478314607988, "tokens_seen": 732823552 }, { "epoch": 0.22, "learning_rate": 0.0007857973921765296, "loss": 1.7101, "theoretical_loss": 3.7904139518390263, "tokens_seen": 732889088 }, { "epoch": 0.22, "learning_rate": 0.000785777331995988, "loss": 1.6459, "theoretical_loss": 3.7903800760948743, "tokens_seen": 732954624 }, { "epoch": 0.22, "learning_rate": 0.0007857572718154463, "loss": 1.5922, "theoretical_loss": 3.790346204227553, "tokens_seen": 733020160 }, { "epoch": 0.22, "learning_rate": 0.0007857372116349047, "loss": 1.4977, "theoretical_loss": 3.790312336236272, "tokens_seen": 733085696 }, { "epoch": 0.22, "learning_rate": 0.0007857171514543631, "loss": 1.5984, "theoretical_loss": 3.7902784721202414, "tokens_seen": 733151232 }, { "epoch": 0.22, "learning_rate": 0.0007856970912738215, "loss": 1.5617, "theoretical_loss": 3.790244611878671, "tokens_seen": 733216768 }, { "epoch": 0.22, "learning_rate": 0.0007856770310932798, "loss": 1.5315, "theoretical_loss": 3.790210755510771, "tokens_seen": 733282304 }, { "epoch": 0.22, "learning_rate": 0.0007856569709127383, "loss": 1.6488, "theoretical_loss": 3.7901769030157535, "tokens_seen": 733347840 }, { "epoch": 0.22, "learning_rate": 0.0007856369107321965, "loss": 1.5304, "theoretical_loss": 3.7901430543928276, "tokens_seen": 733413376 }, { "epoch": 0.22, "learning_rate": 0.000785616850551655, "loss": 1.5984, "theoretical_loss": 3.790109209641206, "tokens_seen": 733478912 }, { "epoch": 0.22, "learning_rate": 0.0007855967903711133, "loss": 1.6362, "theoretical_loss": 3.7900753687600996, "tokens_seen": 733544448 }, { "epoch": 0.22, "learning_rate": 0.0007855767301905717, "loss": 1.5384, "theoretical_loss": 3.7900415317487193, "tokens_seen": 733609984 }, { "epoch": 0.22, "learning_rate": 0.0007855566700100301, "loss": 1.5263, "theoretical_loss": 3.790007698606278, "tokens_seen": 733675520 }, { "epoch": 0.22, "learning_rate": 0.0007855366098294885, "loss": 1.4937, "theoretical_loss": 3.7899738693319875, "tokens_seen": 733741056 }, { "epoch": 0.22, "learning_rate": 0.0007855165496489468, "loss": 1.588, "theoretical_loss": 3.7899400439250597, "tokens_seen": 733806592 }, { "epoch": 0.22, "learning_rate": 0.0007854964894684053, "loss": 1.5583, "theoretical_loss": 3.7899062223847078, "tokens_seen": 733872128 }, { "epoch": 0.22, "learning_rate": 0.0007854764292878635, "loss": 1.629, "theoretical_loss": 3.7898724047101444, "tokens_seen": 733937664 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4948802888393402, "objective/train/docs_used": 272255, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5846424102783203, "objective/train/original_loss": 1.5846424102783203, "objective/train/theoretical_loss": 3.7898385909005814, "objective/train/tokens_used": 754463200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24517832696437836, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050734519958496, "objective/train/weighted_lm_loss": 1.6648907661437988, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7898385909005814, "tokens_seen": 734003200 }, { "epoch": 0.22, "learning_rate": 0.000785456369107322, "loss": 1.7021, "theoretical_loss": 3.7898385909005814, "tokens_seen": 734003200 }, { "epoch": 0.22, "learning_rate": 0.0007854363089267803, "loss": 1.6323, "theoretical_loss": 3.7898047809552335, "tokens_seen": 734068736 }, { "epoch": 0.22, "learning_rate": 0.0007854162487462387, "loss": 1.3808, "theoretical_loss": 3.789770974873314, "tokens_seen": 734134272 }, { "epoch": 0.22, "learning_rate": 0.0007853961885656971, "loss": 1.581, "theoretical_loss": 3.7897371726540356, "tokens_seen": 734199808 }, { "epoch": 0.22, "learning_rate": 0.0007853761283851554, "loss": 1.6463, "theoretical_loss": 3.7897033742966135, "tokens_seen": 734265344 }, { "epoch": 0.22, "learning_rate": 0.0007853560682046138, "loss": 1.547, "theoretical_loss": 3.7896695798002606, "tokens_seen": 734330880 }, { "epoch": 0.22, "learning_rate": 0.0007853360080240723, "loss": 1.5695, "theoretical_loss": 3.7896357891641923, "tokens_seen": 734396416 }, { "epoch": 0.22, "learning_rate": 0.0007853159478435305, "loss": 1.5675, "theoretical_loss": 3.789602002387623, "tokens_seen": 734461952 }, { "epoch": 0.22, "learning_rate": 0.000785295887662989, "loss": 1.5541, "theoretical_loss": 3.789568219469767, "tokens_seen": 734527488 }, { "epoch": 0.22, "learning_rate": 0.0007852758274824475, "loss": 1.5826, "theoretical_loss": 3.78953444040984, "tokens_seen": 734593024 }, { "epoch": 0.22, "learning_rate": 0.0007852557673019057, "loss": 1.7494, "theoretical_loss": 3.789500665207057, "tokens_seen": 734658560 }, { "epoch": 0.22, "learning_rate": 0.0007852357071213642, "loss": 1.5821, "theoretical_loss": 3.7894668938606335, "tokens_seen": 734724096 }, { "epoch": 0.22, "learning_rate": 0.0007852156469408224, "loss": 1.5327, "theoretical_loss": 3.789433126369786, "tokens_seen": 734789632 }, { "epoch": 0.22, "learning_rate": 0.0007851955867602809, "loss": 1.644, "theoretical_loss": 3.7893993627337297, "tokens_seen": 734855168 }, { "epoch": 0.22, "learning_rate": 0.0007851755265797393, "loss": 1.5004, "theoretical_loss": 3.7893656029516807, "tokens_seen": 734920704 }, { "epoch": 0.22, "learning_rate": 0.0007851554663991976, "loss": 1.5558, "theoretical_loss": 3.789331847022856, "tokens_seen": 734986240 }, { "epoch": 0.22, "learning_rate": 0.000785135406218656, "loss": 1.4657, "theoretical_loss": 3.7892980949464716, "tokens_seen": 735051776 }, { "epoch": 0.22, "learning_rate": 0.0007851153460381144, "loss": 1.6541, "theoretical_loss": 3.7892643467217457, "tokens_seen": 735117312 }, { "epoch": 0.22, "learning_rate": 0.0007850952858575727, "loss": 1.5398, "theoretical_loss": 3.789230602347894, "tokens_seen": 735182848 }, { "epoch": 0.22, "learning_rate": 0.0007850752256770312, "loss": 1.5848, "theoretical_loss": 3.789196861824135, "tokens_seen": 735248384 }, { "epoch": 0.22, "learning_rate": 0.0007850551654964894, "loss": 1.5054, "theoretical_loss": 3.7891631251496856, "tokens_seen": 735313920 }, { "epoch": 0.22, "learning_rate": 0.0007850351053159479, "loss": 1.6527, "theoretical_loss": 3.7891293923237637, "tokens_seen": 735379456 }, { "epoch": 0.22, "learning_rate": 0.0007850150451354062, "loss": 1.4059, "theoretical_loss": 3.789095663345588, "tokens_seen": 735444992 }, { "epoch": 0.22, "learning_rate": 0.0007849949849548646, "loss": 1.5884, "theoretical_loss": 3.7890619382143758, "tokens_seen": 735510528 }, { "epoch": 0.22, "learning_rate": 0.000784974924774323, "loss": 1.5862, "theoretical_loss": 3.7890282169293465, "tokens_seen": 735576064 }, { "epoch": 0.22, "learning_rate": 0.0007849548645937814, "loss": 1.5663, "theoretical_loss": 3.7889944994897182, "tokens_seen": 735641600 }, { "epoch": 0.22, "learning_rate": 0.0007849348044132397, "loss": 1.5345, "theoretical_loss": 3.7889607858947105, "tokens_seen": 735707136 }, { "epoch": 0.22, "learning_rate": 0.0007849147442326982, "loss": 1.4874, "theoretical_loss": 3.788927076143542, "tokens_seen": 735772672 }, { "epoch": 0.22, "learning_rate": 0.0007848946840521565, "loss": 1.5477, "theoretical_loss": 3.7888933702354324, "tokens_seen": 735838208 }, { "epoch": 0.22, "learning_rate": 0.0007848746238716149, "loss": 1.6029, "theoretical_loss": 3.788859668169601, "tokens_seen": 735903744 }, { "epoch": 0.22, "learning_rate": 0.0007848545636910732, "loss": 1.537, "theoretical_loss": 3.788825969945268, "tokens_seen": 735969280 }, { "epoch": 0.22, "learning_rate": 0.0007848345035105317, "loss": 1.6824, "theoretical_loss": 3.7887922755616543, "tokens_seen": 736034816 }, { "epoch": 0.22, "learning_rate": 0.00078481444332999, "loss": 1.5639, "theoretical_loss": 3.7887585850179786, "tokens_seen": 736100352 }, { "epoch": 0.22, "learning_rate": 0.0007847943831494484, "loss": 1.5474, "theoretical_loss": 3.788724898313463, "tokens_seen": 736165888 }, { "epoch": 0.22, "learning_rate": 0.0007847743229689067, "loss": 1.5166, "theoretical_loss": 3.7886912154473276, "tokens_seen": 736231424 }, { "epoch": 0.22, "learning_rate": 0.0007847542627883651, "loss": 1.6416, "theoretical_loss": 3.788657536418793, "tokens_seen": 736296960 }, { "epoch": 0.22, "learning_rate": 0.0007847342026078235, "loss": 1.6185, "theoretical_loss": 3.788623861227081, "tokens_seen": 736362496 }, { "epoch": 0.22, "learning_rate": 0.0007847141424272819, "loss": 1.4878, "theoretical_loss": 3.7885901898714134, "tokens_seen": 736428032 }, { "epoch": 0.22, "learning_rate": 0.0007846940822467402, "loss": 1.509, "theoretical_loss": 3.788556522351011, "tokens_seen": 736493568 }, { "epoch": 0.22, "learning_rate": 0.0007846740220661987, "loss": 1.5854, "theoretical_loss": 3.7885228586650967, "tokens_seen": 736559104 }, { "epoch": 0.22, "learning_rate": 0.0007846539618856569, "loss": 1.4612, "theoretical_loss": 3.7884891988128926, "tokens_seen": 736624640 }, { "epoch": 0.22, "learning_rate": 0.0007846339017051154, "loss": 1.5634, "theoretical_loss": 3.7884555427936197, "tokens_seen": 736690176 }, { "epoch": 0.22, "learning_rate": 0.0007846138415245737, "loss": 1.6067, "theoretical_loss": 3.788421890606502, "tokens_seen": 736755712 }, { "epoch": 0.22, "learning_rate": 0.0007845937813440321, "loss": 1.5106, "theoretical_loss": 3.788388242250762, "tokens_seen": 736821248 }, { "epoch": 0.22, "learning_rate": 0.0007845737211634905, "loss": 1.6005, "theoretical_loss": 3.7883545977256228, "tokens_seen": 736886784 }, { "epoch": 0.22, "learning_rate": 0.0007845536609829489, "loss": 1.6012, "theoretical_loss": 3.788320957030307, "tokens_seen": 736952320 }, { "epoch": 0.22, "learning_rate": 0.0007845336008024072, "loss": 1.569, "theoretical_loss": 3.7882873201640397, "tokens_seen": 737017856 }, { "epoch": 0.22, "learning_rate": 0.0007845135406218657, "loss": 1.6627, "theoretical_loss": 3.7882536871260433, "tokens_seen": 737083392 }, { "epoch": 0.22, "learning_rate": 0.0007844934804413239, "loss": 1.4554, "theoretical_loss": 3.7882200579155416, "tokens_seen": 737148928 }, { "epoch": 0.22, "learning_rate": 0.0007844734202607824, "loss": 1.5707, "theoretical_loss": 3.7881864325317602, "tokens_seen": 737214464 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4932360053062439, "objective/train/docs_used": 273341, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5445104837417603, "objective/train/original_loss": 1.5445103645324707, "objective/train/theoretical_loss": 3.788152810973922, "objective/train/tokens_used": 757740000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24367868900299072, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505623817443848, "objective/train/weighted_lm_loss": 1.6224743127822876, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.788152810973922, "tokens_seen": 737280000 }, { "epoch": 0.22, "learning_rate": 0.0007844533600802407, "loss": 1.6035, "theoretical_loss": 3.788152810973922, "tokens_seen": 737280000 }, { "epoch": 0.22, "learning_rate": 0.0007844332998996991, "loss": 1.6159, "theoretical_loss": 3.788119193241253, "tokens_seen": 737345536 }, { "epoch": 0.22, "learning_rate": 0.0007844132397191575, "loss": 1.589, "theoretical_loss": 3.788085579332977, "tokens_seen": 737411072 }, { "epoch": 0.22, "learning_rate": 0.0007843931795386158, "loss": 1.4896, "theoretical_loss": 3.788051969248319, "tokens_seen": 737476608 }, { "epoch": 0.22, "learning_rate": 0.0007843731193580742, "loss": 1.622, "theoretical_loss": 3.788018362986506, "tokens_seen": 737542144 }, { "epoch": 0.22, "learning_rate": 0.0007843530591775327, "loss": 1.5806, "theoretical_loss": 3.7879847605467614, "tokens_seen": 737607680 }, { "epoch": 0.22, "learning_rate": 0.0007843329989969909, "loss": 1.5376, "theoretical_loss": 3.787951161928312, "tokens_seen": 737673216 }, { "epoch": 0.22, "learning_rate": 0.0007843129388164494, "loss": 1.5502, "theoretical_loss": 3.7879175671303846, "tokens_seen": 737738752 }, { "epoch": 0.22, "learning_rate": 0.0007842928786359078, "loss": 1.6068, "theoretical_loss": 3.7878839761522043, "tokens_seen": 737804288 }, { "epoch": 0.22, "learning_rate": 0.0007842728184553661, "loss": 1.5394, "theoretical_loss": 3.7878503889929975, "tokens_seen": 737869824 }, { "epoch": 0.22, "learning_rate": 0.0007842527582748245, "loss": 1.6246, "theoretical_loss": 3.7878168056519916, "tokens_seen": 737935360 }, { "epoch": 0.22, "learning_rate": 0.0007842326980942828, "loss": 1.5885, "theoretical_loss": 3.787783226128413, "tokens_seen": 738000896 }, { "epoch": 0.22, "learning_rate": 0.0007842126379137412, "loss": 1.4953, "theoretical_loss": 3.787749650421489, "tokens_seen": 738066432 }, { "epoch": 0.22, "learning_rate": 0.0007841925777331997, "loss": 1.5716, "theoretical_loss": 3.7877160785304476, "tokens_seen": 738131968 }, { "epoch": 0.22, "learning_rate": 0.0007841725175526579, "loss": 1.5421, "theoretical_loss": 3.787682510454515, "tokens_seen": 738197504 }, { "epoch": 0.22, "learning_rate": 0.0007841524573721164, "loss": 1.5583, "theoretical_loss": 3.78764894619292, "tokens_seen": 738263040 }, { "epoch": 0.22, "learning_rate": 0.0007841323971915747, "loss": 1.654, "theoretical_loss": 3.78761538574489, "tokens_seen": 738328576 }, { "epoch": 0.22, "learning_rate": 0.0007841123370110331, "loss": 1.5801, "theoretical_loss": 3.787581829109654, "tokens_seen": 738394112 }, { "epoch": 0.22, "learning_rate": 0.0007840922768304915, "loss": 1.4853, "theoretical_loss": 3.7875482762864405, "tokens_seen": 738459648 }, { "epoch": 0.22, "learning_rate": 0.0007840722166499498, "loss": 1.5361, "theoretical_loss": 3.787514727274478, "tokens_seen": 738525184 }, { "epoch": 0.22, "learning_rate": 0.0007840521564694082, "loss": 1.5535, "theoretical_loss": 3.7874811820729946, "tokens_seen": 738590720 }, { "epoch": 0.22, "learning_rate": 0.0007840320962888666, "loss": 1.4369, "theoretical_loss": 3.7874476406812203, "tokens_seen": 738656256 }, { "epoch": 0.22, "learning_rate": 0.0007840120361083249, "loss": 1.578, "theoretical_loss": 3.787414103098384, "tokens_seen": 738721792 }, { "epoch": 0.22, "learning_rate": 0.0007839919759277834, "loss": 1.4614, "theoretical_loss": 3.787380569323716, "tokens_seen": 738787328 }, { "epoch": 0.22, "learning_rate": 0.0007839719157472417, "loss": 1.5497, "theoretical_loss": 3.7873470393564457, "tokens_seen": 738852864 }, { "epoch": 0.22, "learning_rate": 0.0007839518555667001, "loss": 1.6377, "theoretical_loss": 3.7873135131958033, "tokens_seen": 738918400 }, { "epoch": 0.22, "learning_rate": 0.0007839317953861585, "loss": 1.5297, "theoretical_loss": 3.7872799908410193, "tokens_seen": 738983936 }, { "epoch": 0.22, "learning_rate": 0.0007839117352056169, "loss": 1.512, "theoretical_loss": 3.7872464722913235, "tokens_seen": 739049472 }, { "epoch": 0.22, "learning_rate": 0.0007838916750250752, "loss": 1.5288, "theoretical_loss": 3.787212957545947, "tokens_seen": 739115008 }, { "epoch": 0.22, "learning_rate": 0.0007838716148445336, "loss": 1.6443, "theoretical_loss": 3.787179446604121, "tokens_seen": 739180544 }, { "epoch": 0.22, "learning_rate": 0.0007838515546639919, "loss": 1.4683, "theoretical_loss": 3.787145939465076, "tokens_seen": 739246080 }, { "epoch": 0.22, "learning_rate": 0.0007838314944834504, "loss": 1.7587, "theoretical_loss": 3.7871124361280444, "tokens_seen": 739311616 }, { "epoch": 0.22, "learning_rate": 0.0007838114343029087, "loss": 1.5525, "theoretical_loss": 3.7870789365922564, "tokens_seen": 739377152 }, { "epoch": 0.22, "learning_rate": 0.0007837913741223671, "loss": 1.4346, "theoretical_loss": 3.7870454408569456, "tokens_seen": 739442688 }, { "epoch": 0.22, "learning_rate": 0.0007837713139418255, "loss": 1.4761, "theoretical_loss": 3.7870119489213425, "tokens_seen": 739508224 }, { "epoch": 0.22, "learning_rate": 0.0007837512537612839, "loss": 1.5762, "theoretical_loss": 3.78697846078468, "tokens_seen": 739573760 }, { "epoch": 0.22, "learning_rate": 0.0007837311935807423, "loss": 1.7249, "theoretical_loss": 3.7869449764461915, "tokens_seen": 739639296 }, { "epoch": 0.22, "learning_rate": 0.0007837111334002006, "loss": 1.5301, "theoretical_loss": 3.7869114959051084, "tokens_seen": 739704832 }, { "epoch": 0.22, "learning_rate": 0.0007836910732196591, "loss": 1.594, "theoretical_loss": 3.786878019160664, "tokens_seen": 739770368 }, { "epoch": 0.22, "learning_rate": 0.0007836710130391173, "loss": 1.5106, "theoretical_loss": 3.786844546212092, "tokens_seen": 739835904 }, { "epoch": 0.22, "learning_rate": 0.0007836509528585758, "loss": 1.5896, "theoretical_loss": 3.7868110770586254, "tokens_seen": 739901440 }, { "epoch": 0.22, "learning_rate": 0.0007836308926780341, "loss": 1.4769, "theoretical_loss": 3.7867776116994976, "tokens_seen": 739966976 }, { "epoch": 0.22, "learning_rate": 0.0007836108324974925, "loss": 1.5966, "theoretical_loss": 3.7867441501339427, "tokens_seen": 740032512 }, { "epoch": 0.22, "learning_rate": 0.0007835907723169509, "loss": 1.6182, "theoretical_loss": 3.7867106923611953, "tokens_seen": 740098048 }, { "epoch": 0.22, "learning_rate": 0.0007835707121364093, "loss": 1.5045, "theoretical_loss": 3.7866772383804888, "tokens_seen": 740163584 }, { "epoch": 0.22, "learning_rate": 0.0007835506519558676, "loss": 1.6298, "theoretical_loss": 3.786643788191058, "tokens_seen": 740229120 }, { "epoch": 0.22, "learning_rate": 0.0007835305917753261, "loss": 1.566, "theoretical_loss": 3.7866103417921373, "tokens_seen": 740294656 }, { "epoch": 0.22, "learning_rate": 0.0007835105315947843, "loss": 1.7352, "theoretical_loss": 3.786576899182963, "tokens_seen": 740360192 }, { "epoch": 0.22, "learning_rate": 0.0007834904714142428, "loss": 1.5456, "theoretical_loss": 3.7865434603627692, "tokens_seen": 740425728 }, { "epoch": 0.22, "learning_rate": 0.0007834704112337011, "loss": 1.6428, "theoretical_loss": 3.7865100253307915, "tokens_seen": 740491264 }, { "epoch": 0.22, "objective/train/advantage_avg": 0.4925503432750702, "objective/train/docs_used": 274540, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6329230070114136, "objective/train/original_loss": 1.632922887802124, "objective/train/theoretical_loss": 3.786476594086265, "objective/train/tokens_used": 761016800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2432449609041214, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504916906356812, "objective/train/weighted_lm_loss": 1.7151329517364502, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.786476594086265, "tokens_seen": 740556800 }, { "epoch": 0.22, "learning_rate": 0.0007834503510531595, "loss": 1.6719, "theoretical_loss": 3.786476594086265, "tokens_seen": 740556800 }, { "epoch": 0.22, "learning_rate": 0.0007834302908726179, "loss": 1.5262, "theoretical_loss": 3.786443166628427, "tokens_seen": 740622336 }, { "epoch": 0.22, "learning_rate": 0.0007834102306920762, "loss": 1.5985, "theoretical_loss": 3.7864097429565113, "tokens_seen": 740687872 }, { "epoch": 0.22, "learning_rate": 0.0007833901705115346, "loss": 1.5076, "theoretical_loss": 3.7863763230697565, "tokens_seen": 740753408 }, { "epoch": 0.22, "learning_rate": 0.0007833701103309931, "loss": 1.5015, "theoretical_loss": 3.7863429069673984, "tokens_seen": 740818944 }, { "epoch": 0.22, "learning_rate": 0.0007833500501504513, "loss": 1.5888, "theoretical_loss": 3.786309494648673, "tokens_seen": 740884480 }, { "epoch": 0.22, "learning_rate": 0.0007833299899699098, "loss": 1.4897, "theoretical_loss": 3.7862760861128173, "tokens_seen": 740950016 }, { "epoch": 0.22, "learning_rate": 0.0007833099297893682, "loss": 1.4225, "theoretical_loss": 3.7862426813590697, "tokens_seen": 741015552 }, { "epoch": 0.22, "learning_rate": 0.0007832898696088265, "loss": 1.7624, "theoretical_loss": 3.7862092803866663, "tokens_seen": 741081088 }, { "epoch": 0.22, "learning_rate": 0.0007832698094282849, "loss": 1.4397, "theoretical_loss": 3.7861758831948453, "tokens_seen": 741146624 }, { "epoch": 0.22, "learning_rate": 0.0007832497492477432, "loss": 1.4616, "theoretical_loss": 3.7861424897828453, "tokens_seen": 741212160 }, { "epoch": 0.22, "learning_rate": 0.0007832296890672016, "loss": 1.5894, "theoretical_loss": 3.7861091001499023, "tokens_seen": 741277696 }, { "epoch": 0.22, "learning_rate": 0.0007832096288866601, "loss": 1.5136, "theoretical_loss": 3.786075714295257, "tokens_seen": 741343232 }, { "epoch": 0.22, "learning_rate": 0.0007831895687061183, "loss": 1.5964, "theoretical_loss": 3.786042332218146, "tokens_seen": 741408768 }, { "epoch": 0.22, "learning_rate": 0.0007831695085255768, "loss": 1.6782, "theoretical_loss": 3.7860089539178086, "tokens_seen": 741474304 }, { "epoch": 0.22, "learning_rate": 0.000783149448345035, "loss": 1.5885, "theoretical_loss": 3.785975579393485, "tokens_seen": 741539840 }, { "epoch": 0.22, "learning_rate": 0.0007831293881644935, "loss": 1.5772, "theoretical_loss": 3.7859422086444123, "tokens_seen": 741605376 }, { "epoch": 0.22, "learning_rate": 0.0007831093279839519, "loss": 1.5754, "theoretical_loss": 3.785908841669831, "tokens_seen": 741670912 }, { "epoch": 0.22, "learning_rate": 0.0007830892678034102, "loss": 1.5719, "theoretical_loss": 3.7858754784689808, "tokens_seen": 741736448 }, { "epoch": 0.22, "learning_rate": 0.0007830692076228686, "loss": 1.5013, "theoretical_loss": 3.785842119041101, "tokens_seen": 741801984 }, { "epoch": 0.22, "learning_rate": 0.000783049147442327, "loss": 1.6325, "theoretical_loss": 3.7858087633854325, "tokens_seen": 741867520 }, { "epoch": 0.22, "learning_rate": 0.0007830290872617853, "loss": 1.5484, "theoretical_loss": 3.7857754115012145, "tokens_seen": 741933056 }, { "epoch": 0.22, "learning_rate": 0.0007830090270812438, "loss": 1.5839, "theoretical_loss": 3.785742063387688, "tokens_seen": 741998592 }, { "epoch": 0.22, "learning_rate": 0.0007829889669007021, "loss": 1.4878, "theoretical_loss": 3.785708719044094, "tokens_seen": 742064128 }, { "epoch": 0.22, "learning_rate": 0.0007829689067201605, "loss": 1.5863, "theoretical_loss": 3.785675378469673, "tokens_seen": 742129664 }, { "epoch": 0.22, "learning_rate": 0.0007829488465396189, "loss": 1.5131, "theoretical_loss": 3.7856420416636665, "tokens_seen": 742195200 }, { "epoch": 0.22, "learning_rate": 0.0007829287863590773, "loss": 1.5166, "theoretical_loss": 3.7856087086253156, "tokens_seen": 742260736 }, { "epoch": 0.22, "learning_rate": 0.0007829087261785356, "loss": 1.633, "theoretical_loss": 3.785575379353862, "tokens_seen": 742326272 }, { "epoch": 0.22, "learning_rate": 0.000782888665997994, "loss": 1.5373, "theoretical_loss": 3.7855420538485474, "tokens_seen": 742391808 }, { "epoch": 0.22, "learning_rate": 0.0007828686058174523, "loss": 1.5729, "theoretical_loss": 3.785508732108614, "tokens_seen": 742457344 }, { "epoch": 0.23, "learning_rate": 0.0007828485456369108, "loss": 1.6371, "theoretical_loss": 3.7854754141333036, "tokens_seen": 742522880 }, { "epoch": 0.23, "learning_rate": 0.0007828284854563691, "loss": 1.549, "theoretical_loss": 3.785442099921859, "tokens_seen": 742588416 }, { "epoch": 0.23, "learning_rate": 0.0007828084252758275, "loss": 1.5941, "theoretical_loss": 3.7854087894735233, "tokens_seen": 742653952 }, { "epoch": 0.23, "learning_rate": 0.0007827883650952858, "loss": 1.6761, "theoretical_loss": 3.785375482787538, "tokens_seen": 742719488 }, { "epoch": 0.23, "learning_rate": 0.0007827683049147443, "loss": 1.3576, "theoretical_loss": 3.7853421798631484, "tokens_seen": 742785024 }, { "epoch": 0.23, "learning_rate": 0.0007827482447342026, "loss": 1.4054, "theoretical_loss": 3.7853088806995965, "tokens_seen": 742850560 }, { "epoch": 0.23, "learning_rate": 0.000782728184553661, "loss": 1.6165, "theoretical_loss": 3.7852755852961257, "tokens_seen": 742916096 }, { "epoch": 0.23, "learning_rate": 0.0007827081243731193, "loss": 1.5974, "theoretical_loss": 3.7852422936519803, "tokens_seen": 742981632 }, { "epoch": 0.23, "learning_rate": 0.0007826880641925777, "loss": 1.6086, "theoretical_loss": 3.785209005766404, "tokens_seen": 743047168 }, { "epoch": 0.23, "learning_rate": 0.0007826680040120361, "loss": 1.5917, "theoretical_loss": 3.785175721638641, "tokens_seen": 743112704 }, { "epoch": 0.23, "learning_rate": 0.0007826479438314945, "loss": 1.5793, "theoretical_loss": 3.785142441267936, "tokens_seen": 743178240 }, { "epoch": 0.23, "learning_rate": 0.0007826278836509528, "loss": 1.4332, "theoretical_loss": 3.7851091646535333, "tokens_seen": 743243776 }, { "epoch": 0.23, "learning_rate": 0.0007826078234704113, "loss": 1.5988, "theoretical_loss": 3.785075891794678, "tokens_seen": 743309312 }, { "epoch": 0.23, "learning_rate": 0.0007825877632898696, "loss": 1.5703, "theoretical_loss": 3.7850426226906153, "tokens_seen": 743374848 }, { "epoch": 0.23, "learning_rate": 0.000782567703109328, "loss": 1.6676, "theoretical_loss": 3.7850093573405905, "tokens_seen": 743440384 }, { "epoch": 0.23, "learning_rate": 0.0007825476429287864, "loss": 1.5384, "theoretical_loss": 3.784976095743849, "tokens_seen": 743505920 }, { "epoch": 0.23, "learning_rate": 0.0007825275827482447, "loss": 1.5463, "theoretical_loss": 3.784942837899637, "tokens_seen": 743571456 }, { "epoch": 0.23, "learning_rate": 0.0007825075225677031, "loss": 1.4261, "theoretical_loss": 3.7849095838071993, "tokens_seen": 743636992 }, { "epoch": 0.23, "learning_rate": 0.0007824874623871616, "loss": 1.6289, "theoretical_loss": 3.7848763334657827, "tokens_seen": 743702528 }, { "epoch": 0.23, "learning_rate": 0.0007824674022066198, "loss": 1.7337, "theoretical_loss": 3.784843086874634, "tokens_seen": 743768064 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.4921451508998871, "objective/train/docs_used": 275779, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5914231538772583, "objective/train/original_loss": 1.5914231538772583, "objective/train/theoretical_loss": 3.784809844033, "objective/train/tokens_used": 764293600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2425653487443924, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504475831985474, "objective/train/weighted_lm_loss": 1.6718097925186157, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.784809844033, "tokens_seen": 743833600 }, { "epoch": 0.23, "learning_rate": 0.0007824473420260783, "loss": 1.5922, "theoretical_loss": 3.784809844033, "tokens_seen": 743833600 }, { "epoch": 0.23, "learning_rate": 0.0007824272818455365, "loss": 1.5459, "theoretical_loss": 3.7847766049401264, "tokens_seen": 743899136 }, { "epoch": 0.23, "learning_rate": 0.000782407221664995, "loss": 1.6481, "theoretical_loss": 3.7847433695952617, "tokens_seen": 743964672 }, { "epoch": 0.23, "learning_rate": 0.0007823871614844534, "loss": 1.6173, "theoretical_loss": 3.784710137997652, "tokens_seen": 744030208 }, { "epoch": 0.23, "learning_rate": 0.0007823671013039117, "loss": 1.6636, "theoretical_loss": 3.784676910146545, "tokens_seen": 744095744 }, { "epoch": 0.23, "learning_rate": 0.0007823470411233701, "loss": 1.515, "theoretical_loss": 3.7846436860411883, "tokens_seen": 744161280 }, { "epoch": 0.23, "learning_rate": 0.0007823269809428286, "loss": 1.5366, "theoretical_loss": 3.7846104656808306, "tokens_seen": 744226816 }, { "epoch": 0.23, "learning_rate": 0.0007823069207622868, "loss": 1.5114, "theoretical_loss": 3.7845772490647196, "tokens_seen": 744292352 }, { "epoch": 0.23, "learning_rate": 0.0007822868605817453, "loss": 1.5009, "theoretical_loss": 3.784544036192103, "tokens_seen": 744357888 }, { "epoch": 0.23, "learning_rate": 0.0007822668004012036, "loss": 1.523, "theoretical_loss": 3.7845108270622307, "tokens_seen": 744423424 }, { "epoch": 0.23, "learning_rate": 0.000782246740220662, "loss": 1.5747, "theoretical_loss": 3.7844776216743505, "tokens_seen": 744488960 }, { "epoch": 0.23, "learning_rate": 0.0007822266800401205, "loss": 1.5068, "theoretical_loss": 3.784444420027712, "tokens_seen": 744554496 }, { "epoch": 0.23, "learning_rate": 0.0007822066198595787, "loss": 1.5655, "theoretical_loss": 3.7844112221215633, "tokens_seen": 744620032 }, { "epoch": 0.23, "learning_rate": 0.0007821865596790372, "loss": 1.5846, "theoretical_loss": 3.7843780279551558, "tokens_seen": 744685568 }, { "epoch": 0.23, "learning_rate": 0.0007821664994984955, "loss": 1.5584, "theoretical_loss": 3.784344837527737, "tokens_seen": 744751104 }, { "epoch": 0.23, "learning_rate": 0.0007821464393179539, "loss": 1.5834, "theoretical_loss": 3.784311650838558, "tokens_seen": 744816640 }, { "epoch": 0.23, "learning_rate": 0.0007821263791374123, "loss": 1.5561, "theoretical_loss": 3.784278467886869, "tokens_seen": 744882176 }, { "epoch": 0.23, "learning_rate": 0.0007821063189568706, "loss": 1.4605, "theoretical_loss": 3.7842452886719196, "tokens_seen": 744947712 }, { "epoch": 0.23, "learning_rate": 0.000782086258776329, "loss": 1.533, "theoretical_loss": 3.784212113192961, "tokens_seen": 745013248 }, { "epoch": 0.23, "learning_rate": 0.0007820661985957874, "loss": 1.5748, "theoretical_loss": 3.7841789414492437, "tokens_seen": 745078784 }, { "epoch": 0.23, "learning_rate": 0.0007820461384152457, "loss": 1.518, "theoretical_loss": 3.7841457734400183, "tokens_seen": 745144320 }, { "epoch": 0.23, "learning_rate": 0.0007820260782347042, "loss": 1.3898, "theoretical_loss": 3.7841126091645365, "tokens_seen": 745209856 }, { "epoch": 0.23, "learning_rate": 0.0007820060180541625, "loss": 1.752, "theoretical_loss": 3.7840794486220495, "tokens_seen": 745275392 }, { "epoch": 0.23, "learning_rate": 0.0007819859578736209, "loss": 1.5674, "theoretical_loss": 3.784046291811809, "tokens_seen": 745340928 }, { "epoch": 0.23, "learning_rate": 0.0007819658976930793, "loss": 1.5495, "theoretical_loss": 3.7840131387330667, "tokens_seen": 745406464 }, { "epoch": 0.23, "learning_rate": 0.0007819458375125377, "loss": 1.5296, "theoretical_loss": 3.7839799893850743, "tokens_seen": 745472000 }, { "epoch": 0.23, "learning_rate": 0.000781925777331996, "loss": 1.6125, "theoretical_loss": 3.783946843767084, "tokens_seen": 745537536 }, { "epoch": 0.23, "learning_rate": 0.0007819057171514544, "loss": 1.6196, "theoretical_loss": 3.7839137018783493, "tokens_seen": 745603072 }, { "epoch": 0.23, "learning_rate": 0.0007818856569709127, "loss": 1.513, "theoretical_loss": 3.7838805637181223, "tokens_seen": 745668608 }, { "epoch": 0.23, "learning_rate": 0.0007818655967903712, "loss": 1.6035, "theoretical_loss": 3.7838474292856557, "tokens_seen": 745734144 }, { "epoch": 0.23, "learning_rate": 0.0007818455366098295, "loss": 1.5825, "theoretical_loss": 3.783814298580203, "tokens_seen": 745799680 }, { "epoch": 0.23, "learning_rate": 0.0007818254764292879, "loss": 1.5645, "theoretical_loss": 3.783781171601017, "tokens_seen": 745865216 }, { "epoch": 0.23, "learning_rate": 0.0007818054162487462, "loss": 1.5189, "theoretical_loss": 3.783748048347351, "tokens_seen": 745930752 }, { "epoch": 0.23, "learning_rate": 0.0007817853560682047, "loss": 1.6216, "theoretical_loss": 3.78371492881846, "tokens_seen": 745996288 }, { "epoch": 0.23, "learning_rate": 0.000781765295887663, "loss": 1.5186, "theoretical_loss": 3.7836818130135974, "tokens_seen": 746061824 }, { "epoch": 0.23, "learning_rate": 0.0007817452357071214, "loss": 1.5997, "theoretical_loss": 3.7836487009320168, "tokens_seen": 746127360 }, { "epoch": 0.23, "learning_rate": 0.0007817251755265797, "loss": 1.4944, "theoretical_loss": 3.783615592572973, "tokens_seen": 746192896 }, { "epoch": 0.23, "learning_rate": 0.0007817051153460381, "loss": 1.5422, "theoretical_loss": 3.7835824879357207, "tokens_seen": 746258432 }, { "epoch": 0.23, "learning_rate": 0.0007816850551654965, "loss": 1.4663, "theoretical_loss": 3.783549387019515, "tokens_seen": 746323968 }, { "epoch": 0.23, "learning_rate": 0.0007816649949849549, "loss": 1.5202, "theoretical_loss": 3.78351628982361, "tokens_seen": 746389504 }, { "epoch": 0.23, "learning_rate": 0.0007816449348044132, "loss": 1.6376, "theoretical_loss": 3.7834831963472624, "tokens_seen": 746455040 }, { "epoch": 0.23, "learning_rate": 0.0007816248746238717, "loss": 1.5701, "theoretical_loss": 3.7834501065897266, "tokens_seen": 746520576 }, { "epoch": 0.23, "learning_rate": 0.00078160481444333, "loss": 1.5658, "theoretical_loss": 3.7834170205502584, "tokens_seen": 746586112 }, { "epoch": 0.23, "learning_rate": 0.0007815847542627884, "loss": 1.593, "theoretical_loss": 3.7833839382281145, "tokens_seen": 746651648 }, { "epoch": 0.23, "learning_rate": 0.0007815646940822468, "loss": 1.5813, "theoretical_loss": 3.7833508596225496, "tokens_seen": 746717184 }, { "epoch": 0.23, "learning_rate": 0.0007815446339017051, "loss": 1.4467, "theoretical_loss": 3.783317784732821, "tokens_seen": 746782720 }, { "epoch": 0.23, "learning_rate": 0.0007815245737211635, "loss": 1.5388, "theoretical_loss": 3.783284713558186, "tokens_seen": 746848256 }, { "epoch": 0.23, "learning_rate": 0.000781504513540622, "loss": 1.6172, "theoretical_loss": 3.7832516460978995, "tokens_seen": 746913792 }, { "epoch": 0.23, "learning_rate": 0.0007814844533600802, "loss": 1.5129, "theoretical_loss": 3.7832185823512194, "tokens_seen": 746979328 }, { "epoch": 0.23, "learning_rate": 0.0007814643931795387, "loss": 1.5878, "theoretical_loss": 3.783185522317403, "tokens_seen": 747044864 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.48972252011299133, "objective/train/docs_used": 277055, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4956200122833252, "objective/train/original_loss": 1.4956200122833252, "objective/train/theoretical_loss": 3.783152465995708, "objective/train/tokens_used": 767570400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24053406715393066, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501949787139893, "objective/train/weighted_lm_loss": 1.5706262588500977, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.783152465995708, "tokens_seen": 747110400 }, { "epoch": 0.23, "learning_rate": 0.0007814443329989969, "loss": 1.648, "theoretical_loss": 3.783152465995708, "tokens_seen": 747110400 }, { "epoch": 0.23, "learning_rate": 0.0007814242728184554, "loss": 1.4789, "theoretical_loss": 3.783119413385392, "tokens_seen": 747175936 }, { "epoch": 0.23, "learning_rate": 0.0007814042126379138, "loss": 1.5212, "theoretical_loss": 3.783086364485712, "tokens_seen": 747241472 }, { "epoch": 0.23, "learning_rate": 0.0007813841524573721, "loss": 1.6248, "theoretical_loss": 3.7830533192959264, "tokens_seen": 747307008 }, { "epoch": 0.23, "learning_rate": 0.0007813640922768305, "loss": 1.6118, "theoretical_loss": 3.7830202778152935, "tokens_seen": 747372544 }, { "epoch": 0.23, "learning_rate": 0.000781344032096289, "loss": 1.4851, "theoretical_loss": 3.782987240043072, "tokens_seen": 747438080 }, { "epoch": 0.23, "learning_rate": 0.0007813239719157472, "loss": 1.5586, "theoretical_loss": 3.7829542059785206, "tokens_seen": 747503616 }, { "epoch": 0.23, "learning_rate": 0.0007813039117352057, "loss": 1.4784, "theoretical_loss": 3.7829211756208974, "tokens_seen": 747569152 }, { "epoch": 0.23, "learning_rate": 0.0007812838515546639, "loss": 1.5165, "theoretical_loss": 3.7828881489694632, "tokens_seen": 747634688 }, { "epoch": 0.23, "learning_rate": 0.0007812637913741224, "loss": 1.561, "theoretical_loss": 3.7828551260234753, "tokens_seen": 747700224 }, { "epoch": 0.23, "learning_rate": 0.0007812437311935808, "loss": 1.4978, "theoretical_loss": 3.782822106782195, "tokens_seen": 747765760 }, { "epoch": 0.23, "learning_rate": 0.0007812236710130391, "loss": 1.4905, "theoretical_loss": 3.7827890912448803, "tokens_seen": 747831296 }, { "epoch": 0.23, "learning_rate": 0.0007812036108324975, "loss": 1.5409, "theoretical_loss": 3.7827560794107926, "tokens_seen": 747896832 }, { "epoch": 0.23, "learning_rate": 0.0007811835506519559, "loss": 1.5891, "theoretical_loss": 3.782723071279192, "tokens_seen": 747962368 }, { "epoch": 0.23, "learning_rate": 0.0007811634904714142, "loss": 1.4398, "theoretical_loss": 3.782690066849338, "tokens_seen": 748027904 }, { "epoch": 0.23, "learning_rate": 0.0007811434302908727, "loss": 1.6519, "theoretical_loss": 3.7826570661204917, "tokens_seen": 748093440 }, { "epoch": 0.23, "learning_rate": 0.0007811233701103309, "loss": 1.4951, "theoretical_loss": 3.7826240690919137, "tokens_seen": 748158976 }, { "epoch": 0.23, "learning_rate": 0.0007811033099297894, "loss": 1.5375, "theoretical_loss": 3.7825910757628654, "tokens_seen": 748224512 }, { "epoch": 0.23, "learning_rate": 0.0007810832497492477, "loss": 1.7363, "theoretical_loss": 3.7825580861326085, "tokens_seen": 748290048 }, { "epoch": 0.23, "learning_rate": 0.0007810631895687061, "loss": 1.5526, "theoretical_loss": 3.7825251002004032, "tokens_seen": 748355584 }, { "epoch": 0.23, "learning_rate": 0.0007810431293881645, "loss": 1.5729, "theoretical_loss": 3.7824921179655115, "tokens_seen": 748421120 }, { "epoch": 0.23, "learning_rate": 0.0007810230692076229, "loss": 1.5789, "theoretical_loss": 3.7824591394271962, "tokens_seen": 748486656 }, { "epoch": 0.23, "learning_rate": 0.0007810030090270812, "loss": 1.557, "theoretical_loss": 3.782426164584718, "tokens_seen": 748552192 }, { "epoch": 0.23, "learning_rate": 0.0007809829488465397, "loss": 1.5806, "theoretical_loss": 3.7823931934373407, "tokens_seen": 748617728 }, { "epoch": 0.23, "learning_rate": 0.000780962888665998, "loss": 1.5143, "theoretical_loss": 3.782360225984325, "tokens_seen": 748683264 }, { "epoch": 0.23, "learning_rate": 0.0007809428284854564, "loss": 1.6163, "theoretical_loss": 3.7823272622249355, "tokens_seen": 748748800 }, { "epoch": 0.23, "learning_rate": 0.0007809227683049147, "loss": 1.4267, "theoretical_loss": 3.7822943021584337, "tokens_seen": 748814336 }, { "epoch": 0.23, "learning_rate": 0.0007809027081243731, "loss": 1.4885, "theoretical_loss": 3.782261345784084, "tokens_seen": 748879872 }, { "epoch": 0.23, "learning_rate": 0.0007808826479438315, "loss": 1.6731, "theoretical_loss": 3.782228393101149, "tokens_seen": 748945408 }, { "epoch": 0.23, "learning_rate": 0.0007808625877632899, "loss": 1.5349, "theoretical_loss": 3.7821954441088916, "tokens_seen": 749010944 }, { "epoch": 0.23, "learning_rate": 0.0007808425275827482, "loss": 1.5763, "theoretical_loss": 3.782162498806577, "tokens_seen": 749076480 }, { "epoch": 0.23, "learning_rate": 0.0007808224674022066, "loss": 1.5453, "theoretical_loss": 3.782129557193468, "tokens_seen": 749142016 }, { "epoch": 0.23, "learning_rate": 0.000780802407221665, "loss": 1.5816, "theoretical_loss": 3.78209661926883, "tokens_seen": 749207552 }, { "epoch": 0.23, "learning_rate": 0.0007807823470411234, "loss": 1.4659, "theoretical_loss": 3.7820636850319262, "tokens_seen": 749273088 }, { "epoch": 0.23, "learning_rate": 0.0007807622868605818, "loss": 1.5221, "theoretical_loss": 3.782030754482022, "tokens_seen": 749338624 }, { "epoch": 0.23, "learning_rate": 0.0007807422266800401, "loss": 1.6097, "theoretical_loss": 3.781997827618382, "tokens_seen": 749404160 }, { "epoch": 0.23, "learning_rate": 0.0007807221664994985, "loss": 1.6654, "theoretical_loss": 3.781964904440271, "tokens_seen": 749469696 }, { "epoch": 0.23, "learning_rate": 0.0007807021063189569, "loss": 1.6082, "theoretical_loss": 3.7819319849469544, "tokens_seen": 749535232 }, { "epoch": 0.23, "learning_rate": 0.0007806820461384153, "loss": 1.556, "theoretical_loss": 3.7818990691376984, "tokens_seen": 749600768 }, { "epoch": 0.23, "learning_rate": 0.0007806619859578736, "loss": 1.6522, "theoretical_loss": 3.7818661570117675, "tokens_seen": 749666304 }, { "epoch": 0.23, "learning_rate": 0.0007806419257773321, "loss": 1.6318, "theoretical_loss": 3.7818332485684283, "tokens_seen": 749731840 }, { "epoch": 0.23, "learning_rate": 0.0007806218655967904, "loss": 1.6752, "theoretical_loss": 3.7818003438069465, "tokens_seen": 749797376 }, { "epoch": 0.23, "learning_rate": 0.0007806018054162488, "loss": 1.4901, "theoretical_loss": 3.781767442726589, "tokens_seen": 749862912 }, { "epoch": 0.23, "learning_rate": 0.0007805817452357072, "loss": 1.5268, "theoretical_loss": 3.7817345453266213, "tokens_seen": 749928448 }, { "epoch": 0.23, "learning_rate": 0.0007805616850551655, "loss": 1.5535, "theoretical_loss": 3.781701651606311, "tokens_seen": 749993984 }, { "epoch": 0.23, "learning_rate": 0.0007805416248746239, "loss": 1.5772, "theoretical_loss": 3.7816687615649256, "tokens_seen": 750059520 }, { "epoch": 0.23, "learning_rate": 0.0007805215646940824, "loss": 1.5844, "theoretical_loss": 3.7816358752017303, "tokens_seen": 750125056 }, { "epoch": 0.23, "learning_rate": 0.0007805015045135406, "loss": 1.649, "theoretical_loss": 3.7816029925159946, "tokens_seen": 750190592 }, { "epoch": 0.23, "learning_rate": 0.0007804814443329991, "loss": 1.6263, "theoretical_loss": 3.7815701135069846, "tokens_seen": 750256128 }, { "epoch": 0.23, "learning_rate": 0.0007804613841524573, "loss": 1.5047, "theoretical_loss": 3.7815372381739687, "tokens_seen": 750321664 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.4931403398513794, "objective/train/docs_used": 278273, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.431071400642395, "objective/train/original_loss": 1.4310712814331055, "objective/train/theoretical_loss": 3.7815043665162147, "objective/train/tokens_used": 770847200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24355730414390564, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050552248954773, "objective/train/weighted_lm_loss": 1.5032776594161987, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7815043665162147, "tokens_seen": 750387200 }, { "epoch": 0.23, "learning_rate": 0.0007804413239719158, "loss": 1.5337, "theoretical_loss": 3.7815043665162147, "tokens_seen": 750387200 }, { "epoch": 0.23, "learning_rate": 0.0007804212637913742, "loss": 1.557, "theoretical_loss": 3.7814714985329907, "tokens_seen": 750452736 }, { "epoch": 0.23, "learning_rate": 0.0007804012036108325, "loss": 1.594, "theoretical_loss": 3.7814386342235653, "tokens_seen": 750518272 }, { "epoch": 0.23, "learning_rate": 0.0007803811434302909, "loss": 1.4072, "theoretical_loss": 3.781405773587207, "tokens_seen": 750583808 }, { "epoch": 0.23, "learning_rate": 0.0007803610832497494, "loss": 1.5198, "theoretical_loss": 3.7813729166231855, "tokens_seen": 750649344 }, { "epoch": 0.23, "learning_rate": 0.0007803410230692076, "loss": 1.4929, "theoretical_loss": 3.7813400633307683, "tokens_seen": 750714880 }, { "epoch": 0.23, "learning_rate": 0.0007803209628886661, "loss": 1.442, "theoretical_loss": 3.7813072137092254, "tokens_seen": 750780416 }, { "epoch": 0.23, "learning_rate": 0.0007803009027081243, "loss": 1.4845, "theoretical_loss": 3.781274367757826, "tokens_seen": 750845952 }, { "epoch": 0.23, "learning_rate": 0.0007802808425275828, "loss": 1.6004, "theoretical_loss": 3.7812415254758407, "tokens_seen": 750911488 }, { "epoch": 0.23, "learning_rate": 0.0007802607823470412, "loss": 1.5159, "theoretical_loss": 3.7812086868625387, "tokens_seen": 750977024 }, { "epoch": 0.23, "learning_rate": 0.0007802407221664995, "loss": 1.461, "theoretical_loss": 3.7811758519171894, "tokens_seen": 751042560 }, { "epoch": 0.23, "learning_rate": 0.0007802206619859579, "loss": 1.6043, "theoretical_loss": 3.781143020639064, "tokens_seen": 751108096 }, { "epoch": 0.23, "learning_rate": 0.0007802006018054163, "loss": 1.5826, "theoretical_loss": 3.781110193027433, "tokens_seen": 751173632 }, { "epoch": 0.23, "learning_rate": 0.0007801805416248746, "loss": 1.6208, "theoretical_loss": 3.781077369081567, "tokens_seen": 751239168 }, { "epoch": 0.23, "learning_rate": 0.0007801604814443331, "loss": 1.5903, "theoretical_loss": 3.781044548800736, "tokens_seen": 751304704 }, { "epoch": 0.23, "learning_rate": 0.0007801404212637913, "loss": 1.6331, "theoretical_loss": 3.7810117321842123, "tokens_seen": 751370240 }, { "epoch": 0.23, "learning_rate": 0.0007801203610832498, "loss": 1.6124, "theoretical_loss": 3.7809789192312673, "tokens_seen": 751435776 }, { "epoch": 0.23, "learning_rate": 0.0007801003009027081, "loss": 1.598, "theoretical_loss": 3.780946109941171, "tokens_seen": 751501312 }, { "epoch": 0.23, "learning_rate": 0.0007800802407221665, "loss": 1.5621, "theoretical_loss": 3.7809133043131973, "tokens_seen": 751566848 }, { "epoch": 0.23, "learning_rate": 0.0007800601805416249, "loss": 1.5991, "theoretical_loss": 3.7808805023466165, "tokens_seen": 751632384 }, { "epoch": 0.23, "learning_rate": 0.0007800401203610833, "loss": 1.6092, "theoretical_loss": 3.780847704040702, "tokens_seen": 751697920 }, { "epoch": 0.23, "learning_rate": 0.0007800200601805416, "loss": 1.5308, "theoretical_loss": 3.780814909394725, "tokens_seen": 751763456 }, { "epoch": 0.23, "learning_rate": 0.0007800000000000001, "loss": 1.6001, "theoretical_loss": 3.7807821184079584, "tokens_seen": 751828992 }, { "epoch": 0.23, "learning_rate": 0.0007799799398194583, "loss": 1.4683, "theoretical_loss": 3.780749331079676, "tokens_seen": 751894528 }, { "epoch": 0.23, "learning_rate": 0.0007799598796389168, "loss": 1.5728, "theoretical_loss": 3.780716547409149, "tokens_seen": 751960064 }, { "epoch": 0.23, "learning_rate": 0.0007799398194583751, "loss": 1.5938, "theoretical_loss": 3.7806837673956526, "tokens_seen": 752025600 }, { "epoch": 0.23, "learning_rate": 0.0007799197592778335, "loss": 1.6175, "theoretical_loss": 3.780650991038459, "tokens_seen": 752091136 }, { "epoch": 0.23, "learning_rate": 0.0007798996990972919, "loss": 1.565, "theoretical_loss": 3.7806182183368415, "tokens_seen": 752156672 }, { "epoch": 0.23, "learning_rate": 0.0007798796389167503, "loss": 1.5365, "theoretical_loss": 3.780585449290075, "tokens_seen": 752222208 }, { "epoch": 0.23, "learning_rate": 0.0007798595787362086, "loss": 1.5461, "theoretical_loss": 3.7805526838974326, "tokens_seen": 752287744 }, { "epoch": 0.23, "learning_rate": 0.000779839518555667, "loss": 1.6144, "theoretical_loss": 3.7805199221581893, "tokens_seen": 752353280 }, { "epoch": 0.23, "learning_rate": 0.0007798194583751254, "loss": 1.4486, "theoretical_loss": 3.7804871640716193, "tokens_seen": 752418816 }, { "epoch": 0.23, "learning_rate": 0.0007797993981945838, "loss": 1.6904, "theoretical_loss": 3.780454409636997, "tokens_seen": 752484352 }, { "epoch": 0.23, "learning_rate": 0.0007797793380140421, "loss": 1.5733, "theoretical_loss": 3.780421658853597, "tokens_seen": 752549888 }, { "epoch": 0.23, "learning_rate": 0.0007797592778335005, "loss": 1.731, "theoretical_loss": 3.7803889117206957, "tokens_seen": 752615424 }, { "epoch": 0.23, "learning_rate": 0.0007797392176529588, "loss": 1.5194, "theoretical_loss": 3.780356168237567, "tokens_seen": 752680960 }, { "epoch": 0.23, "learning_rate": 0.0007797191574724173, "loss": 1.6039, "theoretical_loss": 3.780323428403487, "tokens_seen": 752746496 }, { "epoch": 0.23, "learning_rate": 0.0007796990972918756, "loss": 1.6902, "theoretical_loss": 3.780290692217731, "tokens_seen": 752812032 }, { "epoch": 0.23, "learning_rate": 0.000779679037111334, "loss": 1.5576, "theoretical_loss": 3.7802579596795756, "tokens_seen": 752877568 }, { "epoch": 0.23, "learning_rate": 0.0007796589769307924, "loss": 1.454, "theoretical_loss": 3.7802252307882966, "tokens_seen": 752943104 }, { "epoch": 0.23, "learning_rate": 0.0007796389167502508, "loss": 1.465, "theoretical_loss": 3.7801925055431695, "tokens_seen": 753008640 }, { "epoch": 0.23, "learning_rate": 0.0007796188565697091, "loss": 1.6124, "theoretical_loss": 3.780159783943472, "tokens_seen": 753074176 }, { "epoch": 0.23, "learning_rate": 0.0007795987963891676, "loss": 1.5425, "theoretical_loss": 3.7801270659884807, "tokens_seen": 753139712 }, { "epoch": 0.23, "learning_rate": 0.0007795787362086258, "loss": 1.6054, "theoretical_loss": 3.7800943516774717, "tokens_seen": 753205248 }, { "epoch": 0.23, "learning_rate": 0.0007795586760280843, "loss": 1.559, "theoretical_loss": 3.7800616410097225, "tokens_seen": 753270784 }, { "epoch": 0.23, "learning_rate": 0.0007795386158475426, "loss": 1.5107, "theoretical_loss": 3.780028933984511, "tokens_seen": 753336320 }, { "epoch": 0.23, "learning_rate": 0.000779518555667001, "loss": 1.6181, "theoretical_loss": 3.7799962306011143, "tokens_seen": 753401856 }, { "epoch": 0.23, "learning_rate": 0.0007794984954864594, "loss": 1.6451, "theoretical_loss": 3.77996353085881, "tokens_seen": 753467392 }, { "epoch": 0.23, "learning_rate": 0.0007794784353059177, "loss": 1.627, "theoretical_loss": 3.7799308347568763, "tokens_seen": 753532928 }, { "epoch": 0.23, "learning_rate": 0.0007794583751253761, "loss": 1.563, "theoretical_loss": 3.7798981422945914, "tokens_seen": 753598464 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.48776188492774963, "objective/train/docs_used": 279492, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5366716384887695, "objective/train/original_loss": 1.5366718769073486, "objective/train/theoretical_loss": 3.779865453471234, "objective/train/tokens_used": 774124000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2389141321182251, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0499906539916992, "objective/train/weighted_lm_loss": 1.6135380268096924, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.779865453471234, "tokens_seen": 753664000 }, { "epoch": 0.23, "learning_rate": 0.0007794383149448346, "loss": 1.5559, "theoretical_loss": 3.779865453471234, "tokens_seen": 753664000 }, { "epoch": 0.23, "learning_rate": 0.0007794182547642928, "loss": 1.5738, "theoretical_loss": 3.7798327682860817, "tokens_seen": 753729536 }, { "epoch": 0.23, "learning_rate": 0.0007793981945837513, "loss": 1.5779, "theoretical_loss": 3.779800086738414, "tokens_seen": 753795072 }, { "epoch": 0.23, "learning_rate": 0.0007793781344032095, "loss": 1.5429, "theoretical_loss": 3.77976740882751, "tokens_seen": 753860608 }, { "epoch": 0.23, "learning_rate": 0.000779358074222668, "loss": 1.5679, "theoretical_loss": 3.7797347345526484, "tokens_seen": 753926144 }, { "epoch": 0.23, "learning_rate": 0.0007793380140421264, "loss": 1.5778, "theoretical_loss": 3.779702063913109, "tokens_seen": 753991680 }, { "epoch": 0.23, "learning_rate": 0.0007793179538615847, "loss": 1.5505, "theoretical_loss": 3.7796693969081714, "tokens_seen": 754057216 }, { "epoch": 0.23, "learning_rate": 0.0007792978936810431, "loss": 1.6022, "theoretical_loss": 3.7796367335371155, "tokens_seen": 754122752 }, { "epoch": 0.23, "learning_rate": 0.0007792778335005016, "loss": 1.5268, "theoretical_loss": 3.7796040737992205, "tokens_seen": 754188288 }, { "epoch": 0.23, "learning_rate": 0.0007792577733199599, "loss": 1.5553, "theoretical_loss": 3.7795714176937674, "tokens_seen": 754253824 }, { "epoch": 0.23, "learning_rate": 0.0007792377131394183, "loss": 1.6663, "theoretical_loss": 3.779538765220037, "tokens_seen": 754319360 }, { "epoch": 0.23, "learning_rate": 0.0007792176529588767, "loss": 1.6113, "theoretical_loss": 3.779506116377309, "tokens_seen": 754384896 }, { "epoch": 0.23, "learning_rate": 0.000779197592778335, "loss": 1.4958, "theoretical_loss": 3.7794734711648648, "tokens_seen": 754450432 }, { "epoch": 0.23, "learning_rate": 0.0007791775325977935, "loss": 1.6287, "theoretical_loss": 3.7794408295819855, "tokens_seen": 754515968 }, { "epoch": 0.23, "learning_rate": 0.0007791574724172517, "loss": 1.5711, "theoretical_loss": 3.779408191627952, "tokens_seen": 754581504 }, { "epoch": 0.23, "learning_rate": 0.0007791374122367102, "loss": 1.5933, "theoretical_loss": 3.779375557302046, "tokens_seen": 754647040 }, { "epoch": 0.23, "learning_rate": 0.0007791173520561685, "loss": 1.6062, "theoretical_loss": 3.779342926603549, "tokens_seen": 754712576 }, { "epoch": 0.23, "learning_rate": 0.0007790972918756269, "loss": 1.5012, "theoretical_loss": 3.779310299531743, "tokens_seen": 754778112 }, { "epoch": 0.23, "learning_rate": 0.0007790772316950853, "loss": 1.5742, "theoretical_loss": 3.7792776760859104, "tokens_seen": 754843648 }, { "epoch": 0.23, "learning_rate": 0.0007790571715145437, "loss": 1.6304, "theoretical_loss": 3.7792450562653324, "tokens_seen": 754909184 }, { "epoch": 0.23, "learning_rate": 0.000779037111334002, "loss": 1.5054, "theoretical_loss": 3.7792124400692924, "tokens_seen": 754974720 }, { "epoch": 0.23, "learning_rate": 0.0007790170511534605, "loss": 1.4889, "theoretical_loss": 3.7791798274970727, "tokens_seen": 755040256 }, { "epoch": 0.23, "learning_rate": 0.0007789969909729187, "loss": 1.5854, "theoretical_loss": 3.7791472185479567, "tokens_seen": 755105792 }, { "epoch": 0.23, "learning_rate": 0.0007789769307923772, "loss": 1.568, "theoretical_loss": 3.7791146132212274, "tokens_seen": 755171328 }, { "epoch": 0.23, "learning_rate": 0.0007789568706118355, "loss": 1.5027, "theoretical_loss": 3.7790820115161674, "tokens_seen": 755236864 }, { "epoch": 0.23, "learning_rate": 0.0007789368104312939, "loss": 1.5203, "theoretical_loss": 3.7790494134320607, "tokens_seen": 755302400 }, { "epoch": 0.23, "learning_rate": 0.0007789167502507523, "loss": 1.6215, "theoretical_loss": 3.779016818968191, "tokens_seen": 755367936 }, { "epoch": 0.23, "learning_rate": 0.0007788966900702107, "loss": 1.5524, "theoretical_loss": 3.778984228123842, "tokens_seen": 755433472 }, { "epoch": 0.23, "learning_rate": 0.000778876629889669, "loss": 1.683, "theoretical_loss": 3.778951640898298, "tokens_seen": 755499008 }, { "epoch": 0.23, "learning_rate": 0.0007788565697091274, "loss": 1.6198, "theoretical_loss": 3.7789190572908433, "tokens_seen": 755564544 }, { "epoch": 0.23, "learning_rate": 0.0007788365095285858, "loss": 1.5779, "theoretical_loss": 3.7788864773007624, "tokens_seen": 755630080 }, { "epoch": 0.23, "learning_rate": 0.0007788164493480442, "loss": 1.5067, "theoretical_loss": 3.7788539009273405, "tokens_seen": 755695616 }, { "epoch": 0.23, "learning_rate": 0.0007787963891675025, "loss": 1.6102, "theoretical_loss": 3.7788213281698617, "tokens_seen": 755761152 }, { "epoch": 0.23, "learning_rate": 0.000778776328986961, "loss": 1.5208, "theoretical_loss": 3.778788759027611, "tokens_seen": 755826688 }, { "epoch": 0.23, "learning_rate": 0.0007787562688064192, "loss": 1.58, "theoretical_loss": 3.7787561934998743, "tokens_seen": 755892224 }, { "epoch": 0.23, "learning_rate": 0.0007787362086258777, "loss": 1.5076, "theoretical_loss": 3.7787236315859376, "tokens_seen": 755957760 }, { "epoch": 0.23, "learning_rate": 0.000778716148445336, "loss": 1.5129, "theoretical_loss": 3.778691073285086, "tokens_seen": 756023296 }, { "epoch": 0.23, "learning_rate": 0.0007786960882647944, "loss": 1.602, "theoretical_loss": 3.778658518596605, "tokens_seen": 756088832 }, { "epoch": 0.23, "learning_rate": 0.0007786760280842528, "loss": 1.6815, "theoretical_loss": 3.7786259675197815, "tokens_seen": 756154368 }, { "epoch": 0.23, "learning_rate": 0.0007786559679037112, "loss": 1.6083, "theoretical_loss": 3.7785934200539018, "tokens_seen": 756219904 }, { "epoch": 0.23, "learning_rate": 0.0007786359077231695, "loss": 1.5432, "theoretical_loss": 3.7785608761982523, "tokens_seen": 756285440 }, { "epoch": 0.23, "learning_rate": 0.000778615847542628, "loss": 1.4662, "theoretical_loss": 3.778528335952119, "tokens_seen": 756350976 }, { "epoch": 0.23, "learning_rate": 0.0007785957873620862, "loss": 1.643, "theoretical_loss": 3.7784957993147907, "tokens_seen": 756416512 }, { "epoch": 0.23, "learning_rate": 0.0007785757271815447, "loss": 1.4588, "theoretical_loss": 3.7784632662855526, "tokens_seen": 756482048 }, { "epoch": 0.23, "learning_rate": 0.000778555667001003, "loss": 1.5764, "theoretical_loss": 3.7784307368636934, "tokens_seen": 756547584 }, { "epoch": 0.23, "learning_rate": 0.0007785356068204614, "loss": 1.5294, "theoretical_loss": 3.7783982110484997, "tokens_seen": 756613120 }, { "epoch": 0.23, "learning_rate": 0.0007785155466399198, "loss": 1.4983, "theoretical_loss": 3.77836568883926, "tokens_seen": 756678656 }, { "epoch": 0.23, "learning_rate": 0.0007784954864593781, "loss": 1.5932, "theoretical_loss": 3.778333170235262, "tokens_seen": 756744192 }, { "epoch": 0.23, "learning_rate": 0.0007784754262788365, "loss": 1.4658, "theoretical_loss": 3.7783006552357934, "tokens_seen": 756809728 }, { "epoch": 0.23, "learning_rate": 0.000778455366098295, "loss": 1.6186, "theoretical_loss": 3.7782681438401435, "tokens_seen": 756875264 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.49409666657447815, "objective/train/docs_used": 280659, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6078691482543945, "objective/train/original_loss": 1.607869029045105, "objective/train/theoretical_loss": 3.7782356360476, "objective/train/tokens_used": 777400800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24458207190036774, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050653100013733, "objective/train/weighted_lm_loss": 1.6892685890197754, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7782356360476, "tokens_seen": 756940800 }, { "epoch": 0.23, "learning_rate": 0.0007784353059177532, "loss": 1.6037, "theoretical_loss": 3.7782356360476, "tokens_seen": 756940800 }, { "epoch": 0.23, "learning_rate": 0.0007784152457372117, "loss": 1.555, "theoretical_loss": 3.7782031318574525, "tokens_seen": 757006336 }, { "epoch": 0.23, "learning_rate": 0.0007783951855566699, "loss": 1.6298, "theoretical_loss": 3.7781706312689893, "tokens_seen": 757071872 }, { "epoch": 0.23, "learning_rate": 0.0007783751253761284, "loss": 1.4833, "theoretical_loss": 3.7781381342815, "tokens_seen": 757137408 }, { "epoch": 0.23, "learning_rate": 0.0007783550651955868, "loss": 1.6445, "theoretical_loss": 3.7781056408942737, "tokens_seen": 757202944 }, { "epoch": 0.23, "learning_rate": 0.0007783350050150451, "loss": 1.5297, "theoretical_loss": 3.7780731511066006, "tokens_seen": 757268480 }, { "epoch": 0.23, "learning_rate": 0.0007783149448345035, "loss": 1.6313, "theoretical_loss": 3.7780406649177696, "tokens_seen": 757334016 }, { "epoch": 0.23, "learning_rate": 0.000778294884653962, "loss": 1.5451, "theoretical_loss": 3.778008182327071, "tokens_seen": 757399552 }, { "epoch": 0.23, "learning_rate": 0.0007782748244734202, "loss": 1.5548, "theoretical_loss": 3.7779757033337953, "tokens_seen": 757465088 }, { "epoch": 0.23, "learning_rate": 0.0007782547642928787, "loss": 1.5992, "theoretical_loss": 3.7779432279372323, "tokens_seen": 757530624 }, { "epoch": 0.23, "learning_rate": 0.000778234704112337, "loss": 1.5623, "theoretical_loss": 3.777910756136673, "tokens_seen": 757596160 }, { "epoch": 0.23, "learning_rate": 0.0007782146439317954, "loss": 1.577, "theoretical_loss": 3.7778782879314083, "tokens_seen": 757661696 }, { "epoch": 0.23, "learning_rate": 0.0007781945837512538, "loss": 1.5889, "theoretical_loss": 3.777845823320729, "tokens_seen": 757727232 }, { "epoch": 0.23, "learning_rate": 0.0007781745235707121, "loss": 1.5361, "theoretical_loss": 3.7778133623039265, "tokens_seen": 757792768 }, { "epoch": 0.23, "learning_rate": 0.0007781544633901705, "loss": 1.6085, "theoretical_loss": 3.777780904880292, "tokens_seen": 757858304 }, { "epoch": 0.23, "learning_rate": 0.0007781344032096289, "loss": 1.5885, "theoretical_loss": 3.777748451049117, "tokens_seen": 757923840 }, { "epoch": 0.23, "learning_rate": 0.0007781143430290872, "loss": 1.5951, "theoretical_loss": 3.7777160008096935, "tokens_seen": 757989376 }, { "epoch": 0.23, "learning_rate": 0.0007780942828485457, "loss": 1.6325, "theoretical_loss": 3.777683554161313, "tokens_seen": 758054912 }, { "epoch": 0.23, "learning_rate": 0.000778074222668004, "loss": 1.6196, "theoretical_loss": 3.777651111103269, "tokens_seen": 758120448 }, { "epoch": 0.23, "learning_rate": 0.0007780541624874624, "loss": 1.4281, "theoretical_loss": 3.777618671634852, "tokens_seen": 758185984 }, { "epoch": 0.23, "learning_rate": 0.0007780341023069208, "loss": 1.5615, "theoretical_loss": 3.7775862357553565, "tokens_seen": 758251520 }, { "epoch": 0.23, "learning_rate": 0.0007780140421263791, "loss": 1.5671, "theoretical_loss": 3.777553803464074, "tokens_seen": 758317056 }, { "epoch": 0.23, "learning_rate": 0.0007779939819458375, "loss": 1.677, "theoretical_loss": 3.777521374760298, "tokens_seen": 758382592 }, { "epoch": 0.23, "learning_rate": 0.0007779739217652959, "loss": 1.6055, "theoretical_loss": 3.7774889496433213, "tokens_seen": 758448128 }, { "epoch": 0.23, "learning_rate": 0.0007779538615847542, "loss": 1.5473, "theoretical_loss": 3.777456528112438, "tokens_seen": 758513664 }, { "epoch": 0.23, "learning_rate": 0.0007779338014042127, "loss": 1.6224, "theoretical_loss": 3.7774241101669417, "tokens_seen": 758579200 }, { "epoch": 0.23, "learning_rate": 0.000777913741223671, "loss": 1.7099, "theoretical_loss": 3.7773916958061253, "tokens_seen": 758644736 }, { "epoch": 0.23, "learning_rate": 0.0007778936810431294, "loss": 1.6946, "theoretical_loss": 3.7773592850292834, "tokens_seen": 758710272 }, { "epoch": 0.23, "learning_rate": 0.0007778736208625877, "loss": 1.7443, "theoretical_loss": 3.7773268778357103, "tokens_seen": 758775808 }, { "epoch": 0.23, "learning_rate": 0.0007778535606820462, "loss": 1.5822, "theoretical_loss": 3.7772944742247, "tokens_seen": 758841344 }, { "epoch": 0.23, "learning_rate": 0.0007778335005015045, "loss": 1.5798, "theoretical_loss": 3.777262074195548, "tokens_seen": 758906880 }, { "epoch": 0.23, "learning_rate": 0.0007778134403209629, "loss": 1.4893, "theoretical_loss": 3.7772296777475476, "tokens_seen": 758972416 }, { "epoch": 0.23, "learning_rate": 0.0007777933801404212, "loss": 1.6294, "theoretical_loss": 3.7771972848799953, "tokens_seen": 759037952 }, { "epoch": 0.23, "learning_rate": 0.0007777733199598796, "loss": 1.6216, "theoretical_loss": 3.7771648955921853, "tokens_seen": 759103488 }, { "epoch": 0.23, "learning_rate": 0.0007777532597793381, "loss": 1.6773, "theoretical_loss": 3.777132509883413, "tokens_seen": 759169024 }, { "epoch": 0.23, "learning_rate": 0.0007777331995987964, "loss": 1.4738, "theoretical_loss": 3.777100127752975, "tokens_seen": 759234560 }, { "epoch": 0.23, "learning_rate": 0.0007777131394182548, "loss": 1.6619, "theoretical_loss": 3.7770677492001665, "tokens_seen": 759300096 }, { "epoch": 0.23, "learning_rate": 0.0007776930792377132, "loss": 1.6118, "theoretical_loss": 3.7770353742242833, "tokens_seen": 759365632 }, { "epoch": 0.23, "learning_rate": 0.0007776730190571716, "loss": 1.624, "theoretical_loss": 3.7770030028246215, "tokens_seen": 759431168 }, { "epoch": 0.23, "learning_rate": 0.0007776529588766299, "loss": 1.6658, "theoretical_loss": 3.7769706350004784, "tokens_seen": 759496704 }, { "epoch": 0.23, "learning_rate": 0.0007776328986960884, "loss": 1.5252, "theoretical_loss": 3.776938270751149, "tokens_seen": 759562240 }, { "epoch": 0.23, "learning_rate": 0.0007776128385155466, "loss": 1.5499, "theoretical_loss": 3.7769059100759317, "tokens_seen": 759627776 }, { "epoch": 0.23, "learning_rate": 0.0007775927783350051, "loss": 1.5684, "theoretical_loss": 3.7768735529741226, "tokens_seen": 759693312 }, { "epoch": 0.23, "learning_rate": 0.0007775727181544634, "loss": 1.492, "theoretical_loss": 3.7768411994450193, "tokens_seen": 759758848 }, { "epoch": 0.23, "learning_rate": 0.0007775526579739218, "loss": 1.458, "theoretical_loss": 3.776808849487919, "tokens_seen": 759824384 }, { "epoch": 0.23, "learning_rate": 0.0007775325977933802, "loss": 1.5818, "theoretical_loss": 3.7767765031021194, "tokens_seen": 759889920 }, { "epoch": 0.23, "learning_rate": 0.0007775125376128385, "loss": 1.6171, "theoretical_loss": 3.776744160286918, "tokens_seen": 759955456 }, { "epoch": 0.23, "learning_rate": 0.0007774924774322969, "loss": 1.6152, "theoretical_loss": 3.776711821041613, "tokens_seen": 760020992 }, { "epoch": 0.23, "learning_rate": 0.0007774724172517554, "loss": 1.6122, "theoretical_loss": 3.776679485365503, "tokens_seen": 760086528 }, { "epoch": 0.23, "learning_rate": 0.0007774523570712136, "loss": 1.736, "theoretical_loss": 3.7766471532578856, "tokens_seen": 760152064 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.4914008378982544, "objective/train/docs_used": 281753, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5565385818481445, "objective/train/original_loss": 1.5565383434295654, "objective/train/theoretical_loss": 3.77661482471806, "objective/train/tokens_used": 780677600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24271810054779053, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050373911857605, "objective/train/weighted_lm_loss": 1.6349278688430786, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.77661482471806, "tokens_seen": 760217600 }, { "epoch": 0.23, "learning_rate": 0.0007774322968906721, "loss": 1.5703, "theoretical_loss": 3.77661482471806, "tokens_seen": 760217600 }, { "epoch": 0.23, "learning_rate": 0.0007774122367101303, "loss": 1.5262, "theoretical_loss": 3.7765824997453246, "tokens_seen": 760283136 }, { "epoch": 0.23, "learning_rate": 0.0007773921765295888, "loss": 1.755, "theoretical_loss": 3.7765501783389785, "tokens_seen": 760348672 }, { "epoch": 0.23, "learning_rate": 0.0007773721163490472, "loss": 1.5408, "theoretical_loss": 3.7765178604983216, "tokens_seen": 760414208 }, { "epoch": 0.23, "learning_rate": 0.0007773520561685055, "loss": 1.6734, "theoretical_loss": 3.776485546222651, "tokens_seen": 760479744 }, { "epoch": 0.23, "learning_rate": 0.0007773319959879639, "loss": 1.5087, "theoretical_loss": 3.776453235511269, "tokens_seen": 760545280 }, { "epoch": 0.23, "learning_rate": 0.0007773119358074224, "loss": 1.6407, "theoretical_loss": 3.776420928363475, "tokens_seen": 760610816 }, { "epoch": 0.23, "learning_rate": 0.0007772918756268806, "loss": 1.5477, "theoretical_loss": 3.7763886247785665, "tokens_seen": 760676352 }, { "epoch": 0.23, "learning_rate": 0.0007772718154463391, "loss": 1.6531, "theoretical_loss": 3.776356324755847, "tokens_seen": 760741888 }, { "epoch": 0.23, "learning_rate": 0.0007772517552657973, "loss": 1.4913, "theoretical_loss": 3.776324028294614, "tokens_seen": 760807424 }, { "epoch": 0.23, "learning_rate": 0.0007772316950852558, "loss": 1.5826, "theoretical_loss": 3.77629173539417, "tokens_seen": 760872960 }, { "epoch": 0.23, "learning_rate": 0.0007772116349047142, "loss": 1.6504, "theoretical_loss": 3.776259446053815, "tokens_seen": 760938496 }, { "epoch": 0.23, "learning_rate": 0.0007771915747241725, "loss": 1.4761, "theoretical_loss": 3.7762271602728497, "tokens_seen": 761004032 }, { "epoch": 0.23, "learning_rate": 0.0007771715145436309, "loss": 1.5062, "theoretical_loss": 3.7761948780505756, "tokens_seen": 761069568 }, { "epoch": 0.23, "learning_rate": 0.0007771514543630893, "loss": 1.5518, "theoretical_loss": 3.776162599386294, "tokens_seen": 761135104 }, { "epoch": 0.23, "learning_rate": 0.0007771313941825476, "loss": 1.639, "theoretical_loss": 3.7761303242793067, "tokens_seen": 761200640 }, { "epoch": 0.23, "learning_rate": 0.0007771113340020061, "loss": 1.6436, "theoretical_loss": 3.7760980527289156, "tokens_seen": 761266176 }, { "epoch": 0.23, "learning_rate": 0.0007770912738214644, "loss": 1.517, "theoretical_loss": 3.7760657847344214, "tokens_seen": 761331712 }, { "epoch": 0.23, "learning_rate": 0.0007770712136409228, "loss": 1.5413, "theoretical_loss": 3.776033520295128, "tokens_seen": 761397248 }, { "epoch": 0.23, "learning_rate": 0.0007770511534603812, "loss": 1.5092, "theoretical_loss": 3.7760012594103367, "tokens_seen": 761462784 }, { "epoch": 0.23, "learning_rate": 0.0007770310932798395, "loss": 1.5427, "theoretical_loss": 3.77596900207935, "tokens_seen": 761528320 }, { "epoch": 0.23, "learning_rate": 0.0007770110330992979, "loss": 1.4261, "theoretical_loss": 3.7759367483014707, "tokens_seen": 761593856 }, { "epoch": 0.23, "learning_rate": 0.0007769909729187563, "loss": 1.4987, "theoretical_loss": 3.7759044980760024, "tokens_seen": 761659392 }, { "epoch": 0.23, "learning_rate": 0.0007769709127382146, "loss": 1.5964, "theoretical_loss": 3.775872251402247, "tokens_seen": 761724928 }, { "epoch": 0.23, "learning_rate": 0.0007769508525576731, "loss": 1.6302, "theoretical_loss": 3.775840008279509, "tokens_seen": 761790464 }, { "epoch": 0.23, "learning_rate": 0.0007769307923771314, "loss": 1.586, "theoretical_loss": 3.7758077687070912, "tokens_seen": 761856000 }, { "epoch": 0.23, "learning_rate": 0.0007769107321965898, "loss": 1.5466, "theoretical_loss": 3.775775532684298, "tokens_seen": 761921536 }, { "epoch": 0.23, "learning_rate": 0.0007768906720160481, "loss": 1.558, "theoretical_loss": 3.775743300210433, "tokens_seen": 761987072 }, { "epoch": 0.23, "learning_rate": 0.0007768706118355066, "loss": 1.6592, "theoretical_loss": 3.7757110712847997, "tokens_seen": 762052608 }, { "epoch": 0.23, "learning_rate": 0.0007768505516549649, "loss": 1.6957, "theoretical_loss": 3.775678845906703, "tokens_seen": 762118144 }, { "epoch": 0.23, "learning_rate": 0.0007768304914744233, "loss": 1.5502, "theoretical_loss": 3.7756466240754474, "tokens_seen": 762183680 }, { "epoch": 0.23, "learning_rate": 0.0007768104312938816, "loss": 1.5597, "theoretical_loss": 3.7756144057903374, "tokens_seen": 762249216 }, { "epoch": 0.23, "learning_rate": 0.00077679037111334, "loss": 1.5967, "theoretical_loss": 3.775582191050678, "tokens_seen": 762314752 }, { "epoch": 0.23, "learning_rate": 0.0007767703109327984, "loss": 1.5695, "theoretical_loss": 3.775549979855774, "tokens_seen": 762380288 }, { "epoch": 0.23, "learning_rate": 0.0007767502507522568, "loss": 1.6352, "theoretical_loss": 3.775517772204932, "tokens_seen": 762445824 }, { "epoch": 0.23, "learning_rate": 0.0007767301905717151, "loss": 1.5758, "theoretical_loss": 3.775485568097455, "tokens_seen": 762511360 }, { "epoch": 0.23, "learning_rate": 0.0007767101303911736, "loss": 1.5208, "theoretical_loss": 3.775453367532651, "tokens_seen": 762576896 }, { "epoch": 0.23, "learning_rate": 0.0007766900702106319, "loss": 1.5151, "theoretical_loss": 3.7754211705098246, "tokens_seen": 762642432 }, { "epoch": 0.23, "learning_rate": 0.0007766700100300903, "loss": 1.6954, "theoretical_loss": 3.775388977028283, "tokens_seen": 762707968 }, { "epoch": 0.23, "learning_rate": 0.0007766499498495486, "loss": 1.5447, "theoretical_loss": 3.7753567870873317, "tokens_seen": 762773504 }, { "epoch": 0.23, "learning_rate": 0.000776629889669007, "loss": 1.5751, "theoretical_loss": 3.775324600686276, "tokens_seen": 762839040 }, { "epoch": 0.23, "learning_rate": 0.0007766098294884654, "loss": 1.5869, "theoretical_loss": 3.775292417824425, "tokens_seen": 762904576 }, { "epoch": 0.23, "learning_rate": 0.0007765897693079238, "loss": 1.6638, "theoretical_loss": 3.775260238501084, "tokens_seen": 762970112 }, { "epoch": 0.23, "learning_rate": 0.0007765697091273821, "loss": 1.451, "theoretical_loss": 3.77522806271556, "tokens_seen": 763035648 }, { "epoch": 0.23, "learning_rate": 0.0007765496489468406, "loss": 1.5693, "theoretical_loss": 3.7751958904671614, "tokens_seen": 763101184 }, { "epoch": 0.23, "learning_rate": 0.0007765295887662988, "loss": 1.5979, "theoretical_loss": 3.7751637217551943, "tokens_seen": 763166720 }, { "epoch": 0.23, "learning_rate": 0.0007765095285857573, "loss": 1.6288, "theoretical_loss": 3.775131556578967, "tokens_seen": 763232256 }, { "epoch": 0.23, "learning_rate": 0.0007764894684052157, "loss": 1.5196, "theoretical_loss": 3.7750993949377865, "tokens_seen": 763297792 }, { "epoch": 0.23, "learning_rate": 0.000776469408224674, "loss": 1.6061, "theoretical_loss": 3.7750672368309623, "tokens_seen": 763363328 }, { "epoch": 0.23, "learning_rate": 0.0007764493480441324, "loss": 1.7025, "theoretical_loss": 3.7750350822578014, "tokens_seen": 763428864 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.4942236542701721, "objective/train/docs_used": 282838, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4019079208374023, "objective/train/original_loss": 1.4019079208374023, "objective/train/theoretical_loss": 3.775002931217613, "objective/train/tokens_used": 783954400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24450983107089996, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506654977798462, "objective/train/weighted_lm_loss": 1.4728753566741943, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.775002931217613, "tokens_seen": 763494400 }, { "epoch": 0.23, "learning_rate": 0.0007764292878635907, "loss": 1.5848, "theoretical_loss": 3.775002931217613, "tokens_seen": 763494400 }, { "epoch": 0.23, "learning_rate": 0.0007764092276830491, "loss": 1.6831, "theoretical_loss": 3.7749707837097057, "tokens_seen": 763559936 }, { "epoch": 0.23, "learning_rate": 0.0007763891675025076, "loss": 1.6031, "theoretical_loss": 3.7749386397333873, "tokens_seen": 763625472 }, { "epoch": 0.23, "learning_rate": 0.0007763691073219658, "loss": 1.5377, "theoretical_loss": 3.774906499287968, "tokens_seen": 763691008 }, { "epoch": 0.23, "learning_rate": 0.0007763490471414243, "loss": 1.5972, "theoretical_loss": 3.7748743623727554, "tokens_seen": 763756544 }, { "epoch": 0.23, "learning_rate": 0.0007763289869608827, "loss": 1.6002, "theoretical_loss": 3.774842228987061, "tokens_seen": 763822080 }, { "epoch": 0.23, "learning_rate": 0.000776308926780341, "loss": 1.5737, "theoretical_loss": 3.774810099130193, "tokens_seen": 763887616 }, { "epoch": 0.23, "learning_rate": 0.0007762888665997994, "loss": 1.5427, "theoretical_loss": 3.7747779728014614, "tokens_seen": 763953152 }, { "epoch": 0.23, "learning_rate": 0.0007762688064192577, "loss": 1.613, "theoretical_loss": 3.7747458500001763, "tokens_seen": 764018688 }, { "epoch": 0.23, "learning_rate": 0.0007762487462387162, "loss": 1.5593, "theoretical_loss": 3.7747137307256478, "tokens_seen": 764084224 }, { "epoch": 0.23, "learning_rate": 0.0007762286860581746, "loss": 1.6187, "theoretical_loss": 3.7746816149771862, "tokens_seen": 764149760 }, { "epoch": 0.23, "learning_rate": 0.0007762086258776329, "loss": 1.6038, "theoretical_loss": 3.774649502754102, "tokens_seen": 764215296 }, { "epoch": 0.23, "learning_rate": 0.0007761885656970913, "loss": 1.6789, "theoretical_loss": 3.7746173940557064, "tokens_seen": 764280832 }, { "epoch": 0.23, "learning_rate": 0.0007761685055165497, "loss": 1.3961, "theoretical_loss": 3.77458528888131, "tokens_seen": 764346368 }, { "epoch": 0.23, "learning_rate": 0.000776148445336008, "loss": 1.556, "theoretical_loss": 3.7745531872302234, "tokens_seen": 764411904 }, { "epoch": 0.23, "learning_rate": 0.0007761283851554665, "loss": 1.5464, "theoretical_loss": 3.774521089101759, "tokens_seen": 764477440 }, { "epoch": 0.23, "learning_rate": 0.0007761083249749248, "loss": 1.5297, "theoretical_loss": 3.7744889944952273, "tokens_seen": 764542976 }, { "epoch": 0.23, "learning_rate": 0.0007760882647943832, "loss": 1.6049, "theoretical_loss": 3.774456903409941, "tokens_seen": 764608512 }, { "epoch": 0.23, "learning_rate": 0.0007760682046138416, "loss": 1.6316, "theoretical_loss": 3.774424815845211, "tokens_seen": 764674048 }, { "epoch": 0.23, "learning_rate": 0.0007760481444333, "loss": 1.6614, "theoretical_loss": 3.7743927318003503, "tokens_seen": 764739584 }, { "epoch": 0.23, "learning_rate": 0.0007760280842527583, "loss": 1.5766, "theoretical_loss": 3.7743606512746704, "tokens_seen": 764805120 }, { "epoch": 0.23, "learning_rate": 0.0007760080240722167, "loss": 1.5469, "theoretical_loss": 3.774328574267485, "tokens_seen": 764870656 }, { "epoch": 0.23, "learning_rate": 0.000775987963891675, "loss": 1.5127, "theoretical_loss": 3.774296500778105, "tokens_seen": 764936192 }, { "epoch": 0.23, "learning_rate": 0.0007759679037111335, "loss": 1.6007, "theoretical_loss": 3.774264430805845, "tokens_seen": 765001728 }, { "epoch": 0.23, "learning_rate": 0.0007759478435305918, "loss": 1.6396, "theoretical_loss": 3.7742323643500164, "tokens_seen": 765067264 }, { "epoch": 0.23, "learning_rate": 0.0007759277833500502, "loss": 1.5566, "theoretical_loss": 3.774200301409934, "tokens_seen": 765132800 }, { "epoch": 0.23, "learning_rate": 0.0007759077231695085, "loss": 1.5469, "theoretical_loss": 3.77416824198491, "tokens_seen": 765198336 }, { "epoch": 0.23, "learning_rate": 0.000775887662988967, "loss": 1.4872, "theoretical_loss": 3.774136186074259, "tokens_seen": 765263872 }, { "epoch": 0.23, "learning_rate": 0.0007758676028084253, "loss": 1.4994, "theoretical_loss": 3.7741041336772945, "tokens_seen": 765329408 }, { "epoch": 0.23, "learning_rate": 0.0007758475426278837, "loss": 1.594, "theoretical_loss": 3.7740720847933305, "tokens_seen": 765394944 }, { "epoch": 0.23, "learning_rate": 0.000775827482447342, "loss": 1.5735, "theoretical_loss": 3.7740400394216813, "tokens_seen": 765460480 }, { "epoch": 0.23, "learning_rate": 0.0007758074222668004, "loss": 1.6261, "theoretical_loss": 3.774007997561661, "tokens_seen": 765526016 }, { "epoch": 0.23, "learning_rate": 0.0007757873620862588, "loss": 1.6801, "theoretical_loss": 3.773975959212585, "tokens_seen": 765591552 }, { "epoch": 0.23, "learning_rate": 0.0007757673019057172, "loss": 1.5897, "theoretical_loss": 3.773943924373767, "tokens_seen": 765657088 }, { "epoch": 0.23, "learning_rate": 0.0007757472417251755, "loss": 1.6527, "theoretical_loss": 3.7739118930445223, "tokens_seen": 765722624 }, { "epoch": 0.23, "learning_rate": 0.000775727181544634, "loss": 1.426, "theoretical_loss": 3.7738798652241665, "tokens_seen": 765788160 }, { "epoch": 0.23, "learning_rate": 0.0007757071213640923, "loss": 1.7207, "theoretical_loss": 3.773847840912015, "tokens_seen": 765853696 }, { "epoch": 0.23, "learning_rate": 0.0007756870611835507, "loss": 1.6542, "theoretical_loss": 3.773815820107383, "tokens_seen": 765919232 }, { "epoch": 0.23, "learning_rate": 0.000775667001003009, "loss": 1.6583, "theoretical_loss": 3.7737838028095867, "tokens_seen": 765984768 }, { "epoch": 0.23, "learning_rate": 0.0007756469408224674, "loss": 1.5591, "theoretical_loss": 3.7737517890179415, "tokens_seen": 766050304 }, { "epoch": 0.23, "learning_rate": 0.0007756268806419258, "loss": 1.5703, "theoretical_loss": 3.7737197787317642, "tokens_seen": 766115840 }, { "epoch": 0.23, "learning_rate": 0.0007756068204613842, "loss": 1.608, "theoretical_loss": 3.77368777195037, "tokens_seen": 766181376 }, { "epoch": 0.23, "learning_rate": 0.0007755867602808425, "loss": 1.518, "theoretical_loss": 3.773655768673077, "tokens_seen": 766246912 }, { "epoch": 0.23, "learning_rate": 0.000775566700100301, "loss": 1.5365, "theoretical_loss": 3.773623768899201, "tokens_seen": 766312448 }, { "epoch": 0.23, "learning_rate": 0.0007755466399197592, "loss": 1.6765, "theoretical_loss": 3.7735917726280586, "tokens_seen": 766377984 }, { "epoch": 0.23, "learning_rate": 0.0007755265797392177, "loss": 1.5477, "theoretical_loss": 3.7735597798589673, "tokens_seen": 766443520 }, { "epoch": 0.23, "learning_rate": 0.0007755065195586761, "loss": 1.7284, "theoretical_loss": 3.7735277905912445, "tokens_seen": 766509056 }, { "epoch": 0.23, "learning_rate": 0.0007754864593781344, "loss": 1.5645, "theoretical_loss": 3.7734958048242078, "tokens_seen": 766574592 }, { "epoch": 0.23, "learning_rate": 0.0007754663991975928, "loss": 1.5891, "theoretical_loss": 3.773463822557175, "tokens_seen": 766640128 }, { "epoch": 0.23, "learning_rate": 0.0007754463390170511, "loss": 1.6468, "theoretical_loss": 3.7734318437894627, "tokens_seen": 766705664 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.49038955569267273, "objective/train/docs_used": 283988, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4985244274139404, "objective/train/original_loss": 1.4985241889953613, "objective/train/theoretical_loss": 3.773399868520391, "objective/train/tokens_used": 787231200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24098964035511017, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502640008926392, "objective/train/weighted_lm_loss": 1.5738970041275024, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.773399868520391, "tokens_seen": 766771200 }, { "epoch": 0.23, "learning_rate": 0.0007754262788365095, "loss": 1.526, "theoretical_loss": 3.773399868520391, "tokens_seen": 766771200 }, { "epoch": 0.23, "learning_rate": 0.000775406218655968, "loss": 1.6056, "theoretical_loss": 3.773367896749276, "tokens_seen": 766836736 }, { "epoch": 0.23, "learning_rate": 0.0007753861584754262, "loss": 1.497, "theoretical_loss": 3.773335928475438, "tokens_seen": 766902272 }, { "epoch": 0.23, "learning_rate": 0.0007753660982948847, "loss": 1.6116, "theoretical_loss": 3.7733039636981944, "tokens_seen": 766967808 }, { "epoch": 0.23, "learning_rate": 0.0007753460381143431, "loss": 1.6268, "theoretical_loss": 3.7732720024168644, "tokens_seen": 767033344 }, { "epoch": 0.23, "learning_rate": 0.0007753259779338014, "loss": 1.5227, "theoretical_loss": 3.773240044630768, "tokens_seen": 767098880 }, { "epoch": 0.23, "learning_rate": 0.0007753059177532598, "loss": 1.5316, "theoretical_loss": 3.7732080903392227, "tokens_seen": 767164416 }, { "epoch": 0.23, "learning_rate": 0.0007752858575727181, "loss": 1.6101, "theoretical_loss": 3.7731761395415484, "tokens_seen": 767229952 }, { "epoch": 0.23, "learning_rate": 0.0007752657973921765, "loss": 1.5741, "theoretical_loss": 3.773144192237065, "tokens_seen": 767295488 }, { "epoch": 0.23, "learning_rate": 0.000775245737211635, "loss": 1.5869, "theoretical_loss": 3.773112248425093, "tokens_seen": 767361024 }, { "epoch": 0.23, "learning_rate": 0.0007752256770310932, "loss": 1.4962, "theoretical_loss": 3.773080308104951, "tokens_seen": 767426560 }, { "epoch": 0.23, "learning_rate": 0.0007752056168505517, "loss": 1.6621, "theoretical_loss": 3.77304837127596, "tokens_seen": 767492096 }, { "epoch": 0.23, "learning_rate": 0.00077518555667001, "loss": 1.578, "theoretical_loss": 3.7730164379374402, "tokens_seen": 767557632 }, { "epoch": 0.23, "learning_rate": 0.0007751654964894684, "loss": 1.5545, "theoretical_loss": 3.7729845080887117, "tokens_seen": 767623168 }, { "epoch": 0.23, "learning_rate": 0.0007751454363089268, "loss": 1.5694, "theoretical_loss": 3.7729525817290956, "tokens_seen": 767688704 }, { "epoch": 0.23, "learning_rate": 0.0007751253761283852, "loss": 1.5779, "theoretical_loss": 3.772920658857913, "tokens_seen": 767754240 }, { "epoch": 0.23, "learning_rate": 0.0007751053159478435, "loss": 1.5634, "theoretical_loss": 3.772888739474485, "tokens_seen": 767819776 }, { "epoch": 0.23, "learning_rate": 0.000775085255767302, "loss": 1.5747, "theoretical_loss": 3.7728568235781323, "tokens_seen": 767885312 }, { "epoch": 0.23, "learning_rate": 0.0007750651955867602, "loss": 1.5485, "theoretical_loss": 3.7728249111681773, "tokens_seen": 767950848 }, { "epoch": 0.23, "learning_rate": 0.0007750451354062187, "loss": 1.5458, "theoretical_loss": 3.7727930022439407, "tokens_seen": 768016384 }, { "epoch": 0.23, "learning_rate": 0.000775025075225677, "loss": 1.5263, "theoretical_loss": 3.772761096804745, "tokens_seen": 768081920 }, { "epoch": 0.23, "learning_rate": 0.0007750050150451354, "loss": 1.526, "theoretical_loss": 3.772729194849912, "tokens_seen": 768147456 }, { "epoch": 0.23, "learning_rate": 0.0007749849548645938, "loss": 1.5331, "theoretical_loss": 3.7726972963787646, "tokens_seen": 768212992 }, { "epoch": 0.23, "learning_rate": 0.0007749648946840522, "loss": 1.5721, "theoretical_loss": 3.7726654013906242, "tokens_seen": 768278528 }, { "epoch": 0.23, "learning_rate": 0.0007749448345035105, "loss": 1.6389, "theoretical_loss": 3.7726335098848143, "tokens_seen": 768344064 }, { "epoch": 0.23, "learning_rate": 0.0007749247743229689, "loss": 1.6416, "theoretical_loss": 3.772601621860657, "tokens_seen": 768409600 }, { "epoch": 0.23, "learning_rate": 0.0007749047141424272, "loss": 1.5411, "theoretical_loss": 3.772569737317476, "tokens_seen": 768475136 }, { "epoch": 0.23, "learning_rate": 0.0007748846539618857, "loss": 1.5449, "theoretical_loss": 3.7725378562545937, "tokens_seen": 768540672 }, { "epoch": 0.23, "learning_rate": 0.000774864593781344, "loss": 1.5285, "theoretical_loss": 3.772505978671334, "tokens_seen": 768606208 }, { "epoch": 0.23, "learning_rate": 0.0007748445336008024, "loss": 1.5871, "theoretical_loss": 3.7724741045670207, "tokens_seen": 768671744 }, { "epoch": 0.23, "learning_rate": 0.0007748244734202607, "loss": 1.6613, "theoretical_loss": 3.7724422339409776, "tokens_seen": 768737280 }, { "epoch": 0.23, "learning_rate": 0.0007748044132397192, "loss": 1.699, "theoretical_loss": 3.7724103667925277, "tokens_seen": 768802816 }, { "epoch": 0.23, "learning_rate": 0.0007747843530591775, "loss": 1.614, "theoretical_loss": 3.772378503120996, "tokens_seen": 768868352 }, { "epoch": 0.23, "learning_rate": 0.0007747642928786359, "loss": 1.485, "theoretical_loss": 3.7723466429257067, "tokens_seen": 768933888 }, { "epoch": 0.23, "learning_rate": 0.0007747442326980944, "loss": 1.7294, "theoretical_loss": 3.772314786205984, "tokens_seen": 768999424 }, { "epoch": 0.23, "learning_rate": 0.0007747241725175527, "loss": 1.6087, "theoretical_loss": 3.772282932961153, "tokens_seen": 769064960 }, { "epoch": 0.23, "learning_rate": 0.0007747041123370111, "loss": 1.5298, "theoretical_loss": 3.7722510831905387, "tokens_seen": 769130496 }, { "epoch": 0.23, "learning_rate": 0.0007746840521564694, "loss": 1.593, "theoretical_loss": 3.7722192368934655, "tokens_seen": 769196032 }, { "epoch": 0.23, "learning_rate": 0.0007746639919759278, "loss": 1.6192, "theoretical_loss": 3.772187394069259, "tokens_seen": 769261568 }, { "epoch": 0.23, "learning_rate": 0.0007746439317953862, "loss": 1.6289, "theoretical_loss": 3.772155554717245, "tokens_seen": 769327104 }, { "epoch": 0.23, "learning_rate": 0.0007746238716148446, "loss": 1.5596, "theoretical_loss": 3.7721237188367494, "tokens_seen": 769392640 }, { "epoch": 0.23, "learning_rate": 0.0007746038114343029, "loss": 1.5476, "theoretical_loss": 3.772091886427097, "tokens_seen": 769458176 }, { "epoch": 0.23, "learning_rate": 0.0007745837512537614, "loss": 1.501, "theoretical_loss": 3.7720600574876144, "tokens_seen": 769523712 }, { "epoch": 0.23, "learning_rate": 0.0007745636910732196, "loss": 1.5538, "theoretical_loss": 3.772028232017628, "tokens_seen": 769589248 }, { "epoch": 0.23, "learning_rate": 0.0007745436308926781, "loss": 1.6311, "theoretical_loss": 3.771996410016464, "tokens_seen": 769654784 }, { "epoch": 0.23, "learning_rate": 0.0007745235707121365, "loss": 1.4742, "theoretical_loss": 3.771964591483449, "tokens_seen": 769720320 }, { "epoch": 0.23, "learning_rate": 0.0007745035105315948, "loss": 1.5959, "theoretical_loss": 3.7719327764179096, "tokens_seen": 769785856 }, { "epoch": 0.23, "learning_rate": 0.0007744834503510532, "loss": 1.5834, "theoretical_loss": 3.771900964819173, "tokens_seen": 769851392 }, { "epoch": 0.23, "learning_rate": 0.0007744633901705115, "loss": 1.4699, "theoretical_loss": 3.7718691566865665, "tokens_seen": 769916928 }, { "epoch": 0.23, "learning_rate": 0.0007744433299899699, "loss": 1.5936, "theoretical_loss": 3.771837352019417, "tokens_seen": 769982464 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.49243083596229553, "objective/train/docs_used": 285055, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5287210941314697, "objective/train/original_loss": 1.5287210941314697, "objective/train/theoretical_loss": 3.7718055508170525, "objective/train/tokens_used": 790508000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24285641312599182, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504777431488037, "objective/train/weighted_lm_loss": 1.605863094329834, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7718055508170525, "tokens_seen": 770048000 }, { "epoch": 0.23, "learning_rate": 0.0007744232698094284, "loss": 1.5967, "theoretical_loss": 3.7718055508170525, "tokens_seen": 770048000 }, { "epoch": 0.23, "learning_rate": 0.0007744032096288866, "loss": 1.5852, "theoretical_loss": 3.7717737530788007, "tokens_seen": 770113536 }, { "epoch": 0.23, "learning_rate": 0.0007743831494483451, "loss": 1.5249, "theoretical_loss": 3.7717419588039887, "tokens_seen": 770179072 }, { "epoch": 0.23, "learning_rate": 0.0007743630892678035, "loss": 1.584, "theoretical_loss": 3.771710167991946, "tokens_seen": 770244608 }, { "epoch": 0.23, "learning_rate": 0.0007743430290872618, "loss": 1.6257, "theoretical_loss": 3.7716783806419993, "tokens_seen": 770310144 }, { "epoch": 0.23, "learning_rate": 0.0007743229689067202, "loss": 1.4659, "theoretical_loss": 3.7716465967534782, "tokens_seen": 770375680 }, { "epoch": 0.23, "learning_rate": 0.0007743029087261785, "loss": 1.5641, "theoretical_loss": 3.7716148163257115, "tokens_seen": 770441216 }, { "epoch": 0.23, "learning_rate": 0.0007742828485456369, "loss": 1.4458, "theoretical_loss": 3.7715830393580267, "tokens_seen": 770506752 }, { "epoch": 0.23, "learning_rate": 0.0007742627883650954, "loss": 1.5398, "theoretical_loss": 3.7715512658497543, "tokens_seen": 770572288 }, { "epoch": 0.23, "learning_rate": 0.0007742427281845536, "loss": 1.5322, "theoretical_loss": 3.7715194958002227, "tokens_seen": 770637824 }, { "epoch": 0.23, "learning_rate": 0.0007742226680040121, "loss": 1.5313, "theoretical_loss": 3.7714877292087623, "tokens_seen": 770703360 }, { "epoch": 0.23, "learning_rate": 0.0007742026078234704, "loss": 1.5633, "theoretical_loss": 3.7714559660747007, "tokens_seen": 770768896 }, { "epoch": 0.23, "learning_rate": 0.0007741825476429288, "loss": 1.5348, "theoretical_loss": 3.77142420639737, "tokens_seen": 770834432 }, { "epoch": 0.23, "learning_rate": 0.0007741624874623872, "loss": 1.6001, "theoretical_loss": 3.7713924501760983, "tokens_seen": 770899968 }, { "epoch": 0.23, "learning_rate": 0.0007741424272818456, "loss": 1.5319, "theoretical_loss": 3.7713606974102167, "tokens_seen": 770965504 }, { "epoch": 0.23, "learning_rate": 0.0007741223671013039, "loss": 1.6015, "theoretical_loss": 3.7713289480990557, "tokens_seen": 771031040 }, { "epoch": 0.23, "learning_rate": 0.0007741023069207624, "loss": 1.6177, "theoretical_loss": 3.771297202241945, "tokens_seen": 771096576 }, { "epoch": 0.23, "learning_rate": 0.0007740822467402206, "loss": 1.6149, "theoretical_loss": 3.7712654598382165, "tokens_seen": 771162112 }, { "epoch": 0.23, "learning_rate": 0.0007740621865596791, "loss": 1.6909, "theoretical_loss": 3.7712337208872, "tokens_seen": 771227648 }, { "epoch": 0.23, "learning_rate": 0.0007740421263791374, "loss": 1.4497, "theoretical_loss": 3.771201985388227, "tokens_seen": 771293184 }, { "epoch": 0.23, "learning_rate": 0.0007740220661985958, "loss": 1.5794, "theoretical_loss": 3.771170253340629, "tokens_seen": 771358720 }, { "epoch": 0.23, "learning_rate": 0.0007740020060180542, "loss": 1.5743, "theoretical_loss": 3.771138524743737, "tokens_seen": 771424256 }, { "epoch": 0.23, "learning_rate": 0.0007739819458375126, "loss": 1.5666, "theoretical_loss": 3.7711067995968826, "tokens_seen": 771489792 }, { "epoch": 0.23, "learning_rate": 0.0007739618856569709, "loss": 1.553, "theoretical_loss": 3.7710750778993987, "tokens_seen": 771555328 }, { "epoch": 0.23, "learning_rate": 0.0007739418254764293, "loss": 1.6214, "theoretical_loss": 3.771043359650616, "tokens_seen": 771620864 }, { "epoch": 0.23, "learning_rate": 0.0007739217652958876, "loss": 1.5657, "theoretical_loss": 3.7710116448498674, "tokens_seen": 771686400 }, { "epoch": 0.23, "learning_rate": 0.0007739017051153461, "loss": 1.7227, "theoretical_loss": 3.770979933496485, "tokens_seen": 771751936 }, { "epoch": 0.23, "learning_rate": 0.0007738816449348044, "loss": 1.5689, "theoretical_loss": 3.7709482255898017, "tokens_seen": 771817472 }, { "epoch": 0.23, "learning_rate": 0.0007738615847542628, "loss": 1.5229, "theoretical_loss": 3.77091652112915, "tokens_seen": 771883008 }, { "epoch": 0.23, "learning_rate": 0.0007738415245737211, "loss": 1.5584, "theoretical_loss": 3.770884820113863, "tokens_seen": 771948544 }, { "epoch": 0.23, "learning_rate": 0.0007738214643931796, "loss": 1.6013, "theoretical_loss": 3.770853122543274, "tokens_seen": 772014080 }, { "epoch": 0.23, "learning_rate": 0.0007738014042126379, "loss": 1.5301, "theoretical_loss": 3.770821428416716, "tokens_seen": 772079616 }, { "epoch": 0.23, "learning_rate": 0.0007737813440320963, "loss": 1.586, "theoretical_loss": 3.770789737733522, "tokens_seen": 772145152 }, { "epoch": 0.23, "learning_rate": 0.0007737612838515547, "loss": 1.5376, "theoretical_loss": 3.770758050493027, "tokens_seen": 772210688 }, { "epoch": 0.23, "learning_rate": 0.0007737412236710131, "loss": 1.4015, "theoretical_loss": 3.770726366694564, "tokens_seen": 772276224 }, { "epoch": 0.23, "learning_rate": 0.0007737211634904714, "loss": 1.7061, "theoretical_loss": 3.7706946863374666, "tokens_seen": 772341760 }, { "epoch": 0.23, "learning_rate": 0.0007737011033099298, "loss": 1.5885, "theoretical_loss": 3.7706630094210705, "tokens_seen": 772407296 }, { "epoch": 0.23, "learning_rate": 0.0007736810431293881, "loss": 1.4734, "theoretical_loss": 3.770631335944709, "tokens_seen": 772472832 }, { "epoch": 0.23, "learning_rate": 0.0007736609829488466, "loss": 1.5977, "theoretical_loss": 3.7705996659077172, "tokens_seen": 772538368 }, { "epoch": 0.23, "learning_rate": 0.0007736409227683049, "loss": 1.4527, "theoretical_loss": 3.770567999309429, "tokens_seen": 772603904 }, { "epoch": 0.23, "learning_rate": 0.0007736208625877633, "loss": 1.6232, "theoretical_loss": 3.7705363361491813, "tokens_seen": 772669440 }, { "epoch": 0.23, "learning_rate": 0.0007736008024072217, "loss": 1.4619, "theoretical_loss": 3.770504676426307, "tokens_seen": 772734976 }, { "epoch": 0.23, "learning_rate": 0.00077358074222668, "loss": 1.6466, "theoretical_loss": 3.770473020140143, "tokens_seen": 772800512 }, { "epoch": 0.23, "learning_rate": 0.0007735606820461384, "loss": 1.5803, "theoretical_loss": 3.7704413672900245, "tokens_seen": 772866048 }, { "epoch": 0.23, "learning_rate": 0.0007735406218655969, "loss": 1.6873, "theoretical_loss": 3.770409717875287, "tokens_seen": 772931584 }, { "epoch": 0.23, "learning_rate": 0.0007735205616850551, "loss": 1.5716, "theoretical_loss": 3.7703780718952666, "tokens_seen": 772997120 }, { "epoch": 0.23, "learning_rate": 0.0007735005015045136, "loss": 1.76, "theoretical_loss": 3.770346429349299, "tokens_seen": 773062656 }, { "epoch": 0.23, "learning_rate": 0.0007734804413239718, "loss": 1.6539, "theoretical_loss": 3.7703147902367213, "tokens_seen": 773128192 }, { "epoch": 0.23, "learning_rate": 0.0007734603811434303, "loss": 1.5515, "theoretical_loss": 3.770283154556869, "tokens_seen": 773193728 }, { "epoch": 0.23, "learning_rate": 0.0007734403209628887, "loss": 1.4677, "theoretical_loss": 3.7702515223090796, "tokens_seen": 773259264 }, { "epoch": 0.23, "objective/train/advantage_avg": 0.4907318353652954, "objective/train/docs_used": 286255, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4055989980697632, "objective/train/original_loss": 1.4055989980697632, "objective/train/theoretical_loss": 3.7702198934926896, "objective/train/tokens_used": 793784800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24155806005001068, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503010749816895, "objective/train/weighted_lm_loss": 1.4761121273040771, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7702198934926896, "tokens_seen": 773324800 }, { "epoch": 0.23, "learning_rate": 0.000773420260782347, "loss": 1.5701, "theoretical_loss": 3.7702198934926896, "tokens_seen": 773324800 }, { "epoch": 0.23, "learning_rate": 0.0007734002006018054, "loss": 1.5682, "theoretical_loss": 3.770188268107036, "tokens_seen": 773390336 }, { "epoch": 0.23, "learning_rate": 0.0007733801404212639, "loss": 1.516, "theoretical_loss": 3.7701566461514555, "tokens_seen": 773455872 }, { "epoch": 0.23, "learning_rate": 0.0007733600802407221, "loss": 1.6158, "theoretical_loss": 3.7701250276252862, "tokens_seen": 773521408 }, { "epoch": 0.23, "learning_rate": 0.0007733400200601806, "loss": 1.5474, "theoretical_loss": 3.7700934125278653, "tokens_seen": 773586944 }, { "epoch": 0.23, "learning_rate": 0.0007733199598796388, "loss": 1.6568, "theoretical_loss": 3.7700618008585316, "tokens_seen": 773652480 }, { "epoch": 0.23, "learning_rate": 0.0007732998996990973, "loss": 1.6022, "theoretical_loss": 3.7700301926166215, "tokens_seen": 773718016 }, { "epoch": 0.23, "learning_rate": 0.0007732798395185557, "loss": 1.6433, "theoretical_loss": 3.7699985878014735, "tokens_seen": 773783552 }, { "epoch": 0.23, "learning_rate": 0.000773259779338014, "loss": 1.619, "theoretical_loss": 3.7699669864124266, "tokens_seen": 773849088 }, { "epoch": 0.23, "learning_rate": 0.0007732397191574725, "loss": 1.6331, "theoretical_loss": 3.7699353884488187, "tokens_seen": 773914624 }, { "epoch": 0.23, "learning_rate": 0.0007732196589769308, "loss": 1.5911, "theoretical_loss": 3.7699037939099886, "tokens_seen": 773980160 }, { "epoch": 0.23, "learning_rate": 0.0007731995987963892, "loss": 1.5263, "theoretical_loss": 3.769872202795275, "tokens_seen": 774045696 }, { "epoch": 0.23, "learning_rate": 0.0007731795386158476, "loss": 1.518, "theoretical_loss": 3.769840615104018, "tokens_seen": 774111232 }, { "epoch": 0.23, "learning_rate": 0.000773159478435306, "loss": 1.729, "theoretical_loss": 3.769809030835555, "tokens_seen": 774176768 }, { "epoch": 0.23, "learning_rate": 0.0007731394182547643, "loss": 1.5644, "theoretical_loss": 3.769777449989227, "tokens_seen": 774242304 }, { "epoch": 0.23, "learning_rate": 0.0007731193580742228, "loss": 1.7005, "theoretical_loss": 3.7697458725643727, "tokens_seen": 774307840 }, { "epoch": 0.23, "learning_rate": 0.000773099297893681, "loss": 1.5545, "theoretical_loss": 3.7697142985603325, "tokens_seen": 774373376 }, { "epoch": 0.23, "learning_rate": 0.0007730792377131395, "loss": 1.5215, "theoretical_loss": 3.7696827279764458, "tokens_seen": 774438912 }, { "epoch": 0.23, "learning_rate": 0.0007730591775325978, "loss": 1.6622, "theoretical_loss": 3.7696511608120526, "tokens_seen": 774504448 }, { "epoch": 0.23, "learning_rate": 0.0007730391173520562, "loss": 1.6212, "theoretical_loss": 3.769619597066494, "tokens_seen": 774569984 }, { "epoch": 0.23, "learning_rate": 0.0007730190571715146, "loss": 1.6814, "theoretical_loss": 3.76958803673911, "tokens_seen": 774635520 }, { "epoch": 0.23, "learning_rate": 0.000772998996990973, "loss": 1.5643, "theoretical_loss": 3.7695564798292414, "tokens_seen": 774701056 }, { "epoch": 0.23, "learning_rate": 0.0007729789368104313, "loss": 1.6888, "theoretical_loss": 3.7695249263362287, "tokens_seen": 774766592 }, { "epoch": 0.23, "learning_rate": 0.0007729588766298897, "loss": 1.6246, "theoretical_loss": 3.7694933762594136, "tokens_seen": 774832128 }, { "epoch": 0.23, "learning_rate": 0.000772938816449348, "loss": 1.6038, "theoretical_loss": 3.7694618295981375, "tokens_seen": 774897664 }, { "epoch": 0.23, "learning_rate": 0.0007729187562688065, "loss": 1.6144, "theoretical_loss": 3.7694302863517413, "tokens_seen": 774963200 }, { "epoch": 0.23, "learning_rate": 0.0007728986960882648, "loss": 1.5243, "theoretical_loss": 3.769398746519566, "tokens_seen": 775028736 }, { "epoch": 0.23, "learning_rate": 0.0007728786359077232, "loss": 1.6769, "theoretical_loss": 3.7693672101009543, "tokens_seen": 775094272 }, { "epoch": 0.23, "learning_rate": 0.0007728585757271815, "loss": 1.4813, "theoretical_loss": 3.769335677095248, "tokens_seen": 775159808 }, { "epoch": 0.23, "learning_rate": 0.00077283851554664, "loss": 1.6112, "theoretical_loss": 3.76930414750179, "tokens_seen": 775225344 }, { "epoch": 0.23, "learning_rate": 0.0007728184553660983, "loss": 1.7433, "theoretical_loss": 3.769272621319921, "tokens_seen": 775290880 }, { "epoch": 0.23, "learning_rate": 0.0007727983951855567, "loss": 1.5418, "theoretical_loss": 3.7692410985489846, "tokens_seen": 775356416 }, { "epoch": 0.23, "learning_rate": 0.0007727783350050151, "loss": 1.6268, "theoretical_loss": 3.769209579188323, "tokens_seen": 775421952 }, { "epoch": 0.23, "learning_rate": 0.0007727582748244735, "loss": 1.5555, "theoretical_loss": 3.7691780632372796, "tokens_seen": 775487488 }, { "epoch": 0.24, "learning_rate": 0.0007727382146439318, "loss": 1.5233, "theoretical_loss": 3.769146550695197, "tokens_seen": 775553024 }, { "epoch": 0.24, "learning_rate": 0.0007727181544633902, "loss": 1.656, "theoretical_loss": 3.769115041561419, "tokens_seen": 775618560 }, { "epoch": 0.24, "learning_rate": 0.0007726980942828485, "loss": 1.5705, "theoretical_loss": 3.7690835358352883, "tokens_seen": 775684096 }, { "epoch": 0.24, "learning_rate": 0.000772678034102307, "loss": 1.5781, "theoretical_loss": 3.7690520335161493, "tokens_seen": 775749632 }, { "epoch": 0.24, "learning_rate": 0.0007726579739217653, "loss": 1.7681, "theoretical_loss": 3.769020534603345, "tokens_seen": 775815168 }, { "epoch": 0.24, "learning_rate": 0.0007726379137412237, "loss": 1.6432, "theoretical_loss": 3.76898903909622, "tokens_seen": 775880704 }, { "epoch": 0.24, "learning_rate": 0.0007726178535606821, "loss": 1.5245, "theoretical_loss": 3.7689575469941183, "tokens_seen": 775946240 }, { "epoch": 0.24, "learning_rate": 0.0007725977933801404, "loss": 1.4918, "theoretical_loss": 3.768926058296384, "tokens_seen": 776011776 }, { "epoch": 0.24, "learning_rate": 0.0007725777331995988, "loss": 1.6071, "theoretical_loss": 3.768894573002362, "tokens_seen": 776077312 }, { "epoch": 0.24, "learning_rate": 0.0007725576730190573, "loss": 1.6793, "theoretical_loss": 3.7688630911113967, "tokens_seen": 776142848 }, { "epoch": 0.24, "learning_rate": 0.0007725376128385155, "loss": 1.6084, "theoretical_loss": 3.768831612622833, "tokens_seen": 776208384 }, { "epoch": 0.24, "learning_rate": 0.000772517552657974, "loss": 1.4955, "theoretical_loss": 3.768800137536016, "tokens_seen": 776273920 }, { "epoch": 0.24, "learning_rate": 0.0007724974924774322, "loss": 1.5472, "theoretical_loss": 3.768768665850291, "tokens_seen": 776339456 }, { "epoch": 0.24, "learning_rate": 0.0007724774322968907, "loss": 1.7013, "theoretical_loss": 3.7687371975650032, "tokens_seen": 776404992 }, { "epoch": 0.24, "learning_rate": 0.0007724573721163491, "loss": 1.5474, "theoretical_loss": 3.7687057326794986, "tokens_seen": 776470528 }, { "epoch": 0.24, "learning_rate": 0.0007724373119358074, "loss": 1.5775, "theoretical_loss": 3.768674271193123, "tokens_seen": 776536064 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.494631826877594, "objective/train/docs_used": 287303, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5359113216400146, "objective/train/original_loss": 1.5359114408493042, "objective/train/theoretical_loss": 3.768642813105222, "objective/train/tokens_used": 797061600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24497190117835999, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050708532333374, "objective/train/weighted_lm_loss": 1.6136270761489868, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.768642813105222, "tokens_seen": 776601600 }, { "epoch": 0.24, "learning_rate": 0.0007724172517552658, "loss": 1.6239, "theoretical_loss": 3.768642813105222, "tokens_seen": 776601600 }, { "epoch": 0.24, "learning_rate": 0.0007723971915747243, "loss": 1.8133, "theoretical_loss": 3.768611358415142, "tokens_seen": 776667136 }, { "epoch": 0.24, "learning_rate": 0.0007723771313941825, "loss": 1.5074, "theoretical_loss": 3.768579907122229, "tokens_seen": 776732672 }, { "epoch": 0.24, "learning_rate": 0.000772357071213641, "loss": 1.6204, "theoretical_loss": 3.76854845922583, "tokens_seen": 776798208 }, { "epoch": 0.24, "learning_rate": 0.0007723370110330992, "loss": 1.6579, "theoretical_loss": 3.7685170147252913, "tokens_seen": 776863744 }, { "epoch": 0.24, "learning_rate": 0.0007723169508525577, "loss": 1.5122, "theoretical_loss": 3.76848557361996, "tokens_seen": 776929280 }, { "epoch": 0.24, "learning_rate": 0.0007722968906720161, "loss": 1.5331, "theoretical_loss": 3.768454135909183, "tokens_seen": 776994816 }, { "epoch": 0.24, "learning_rate": 0.0007722768304914744, "loss": 1.5532, "theoretical_loss": 3.768422701592308, "tokens_seen": 777060352 }, { "epoch": 0.24, "learning_rate": 0.0007722567703109328, "loss": 1.6846, "theoretical_loss": 3.7683912706686815, "tokens_seen": 777125888 }, { "epoch": 0.24, "learning_rate": 0.0007722367101303912, "loss": 1.5966, "theoretical_loss": 3.7683598431376524, "tokens_seen": 777191424 }, { "epoch": 0.24, "learning_rate": 0.0007722166499498495, "loss": 1.484, "theoretical_loss": 3.768328418998567, "tokens_seen": 777256960 }, { "epoch": 0.24, "learning_rate": 0.000772196589769308, "loss": 1.6011, "theoretical_loss": 3.7682969982507744, "tokens_seen": 777322496 }, { "epoch": 0.24, "learning_rate": 0.0007721765295887662, "loss": 1.5699, "theoretical_loss": 3.768265580893622, "tokens_seen": 777388032 }, { "epoch": 0.24, "learning_rate": 0.0007721564694082247, "loss": 1.6059, "theoretical_loss": 3.7682341669264585, "tokens_seen": 777453568 }, { "epoch": 0.24, "learning_rate": 0.000772136409227683, "loss": 1.5105, "theoretical_loss": 3.7682027563486327, "tokens_seen": 777519104 }, { "epoch": 0.24, "learning_rate": 0.0007721163490471414, "loss": 1.656, "theoretical_loss": 3.7681713491594926, "tokens_seen": 777584640 }, { "epoch": 0.24, "learning_rate": 0.0007720962888665998, "loss": 1.6417, "theoretical_loss": 3.7681399453583877, "tokens_seen": 777650176 }, { "epoch": 0.24, "learning_rate": 0.0007720762286860582, "loss": 1.6236, "theoretical_loss": 3.768108544944666, "tokens_seen": 777715712 }, { "epoch": 0.24, "learning_rate": 0.0007720561685055165, "loss": 1.5793, "theoretical_loss": 3.768077147917678, "tokens_seen": 777781248 }, { "epoch": 0.24, "learning_rate": 0.000772036108324975, "loss": 1.5542, "theoretical_loss": 3.7680457542767725, "tokens_seen": 777846784 }, { "epoch": 0.24, "learning_rate": 0.0007720160481444333, "loss": 1.65, "theoretical_loss": 3.7680143640212993, "tokens_seen": 777912320 }, { "epoch": 0.24, "learning_rate": 0.0007719959879638917, "loss": 1.5318, "theoretical_loss": 3.7679829771506075, "tokens_seen": 777977856 }, { "epoch": 0.24, "learning_rate": 0.00077197592778335, "loss": 1.4914, "theoretical_loss": 3.7679515936640477, "tokens_seen": 778043392 }, { "epoch": 0.24, "learning_rate": 0.0007719558676028084, "loss": 1.6576, "theoretical_loss": 3.76792021356097, "tokens_seen": 778108928 }, { "epoch": 0.24, "learning_rate": 0.0007719358074222668, "loss": 1.5573, "theoretical_loss": 3.767888836840724, "tokens_seen": 778174464 }, { "epoch": 0.24, "learning_rate": 0.0007719157472417252, "loss": 1.4435, "theoretical_loss": 3.7678574635026614, "tokens_seen": 778240000 }, { "epoch": 0.24, "learning_rate": 0.0007718956870611835, "loss": 1.4878, "theoretical_loss": 3.7678260935461316, "tokens_seen": 778305536 }, { "epoch": 0.24, "learning_rate": 0.0007718756268806419, "loss": 1.4595, "theoretical_loss": 3.7677947269704863, "tokens_seen": 778371072 }, { "epoch": 0.24, "learning_rate": 0.0007718555667001003, "loss": 1.4134, "theoretical_loss": 3.7677633637750763, "tokens_seen": 778436608 }, { "epoch": 0.24, "learning_rate": 0.0007718355065195587, "loss": 1.5421, "theoretical_loss": 3.767732003959252, "tokens_seen": 778502144 }, { "epoch": 0.24, "learning_rate": 0.000771815446339017, "loss": 1.5785, "theoretical_loss": 3.767700647522366, "tokens_seen": 778567680 }, { "epoch": 0.24, "learning_rate": 0.0007717953861584755, "loss": 1.5411, "theoretical_loss": 3.7676692944637695, "tokens_seen": 778633216 }, { "epoch": 0.24, "learning_rate": 0.0007717753259779337, "loss": 1.5445, "theoretical_loss": 3.767637944782814, "tokens_seen": 778698752 }, { "epoch": 0.24, "learning_rate": 0.0007717552657973922, "loss": 1.4042, "theoretical_loss": 3.767606598478851, "tokens_seen": 778764288 }, { "epoch": 0.24, "learning_rate": 0.0007717352056168507, "loss": 1.464, "theoretical_loss": 3.7675752555512334, "tokens_seen": 778829824 }, { "epoch": 0.24, "learning_rate": 0.0007717151454363089, "loss": 1.6121, "theoretical_loss": 3.7675439159993136, "tokens_seen": 778895360 }, { "epoch": 0.24, "learning_rate": 0.0007716950852557674, "loss": 1.6141, "theoretical_loss": 3.7675125798224425, "tokens_seen": 778960896 }, { "epoch": 0.24, "learning_rate": 0.0007716750250752257, "loss": 1.5378, "theoretical_loss": 3.7674812470199743, "tokens_seen": 779026432 }, { "epoch": 0.24, "learning_rate": 0.0007716549648946841, "loss": 1.5599, "theoretical_loss": 3.7674499175912617, "tokens_seen": 779091968 }, { "epoch": 0.24, "learning_rate": 0.0007716349047141425, "loss": 1.5268, "theoretical_loss": 3.767418591535657, "tokens_seen": 779157504 }, { "epoch": 0.24, "learning_rate": 0.0007716148445336008, "loss": 1.5934, "theoretical_loss": 3.7673872688525134, "tokens_seen": 779223040 }, { "epoch": 0.24, "learning_rate": 0.0007715947843530592, "loss": 1.6528, "theoretical_loss": 3.7673559495411846, "tokens_seen": 779288576 }, { "epoch": 0.24, "learning_rate": 0.0007715747241725177, "loss": 1.4885, "theoretical_loss": 3.767324633601024, "tokens_seen": 779354112 }, { "epoch": 0.24, "learning_rate": 0.0007715546639919759, "loss": 1.5787, "theoretical_loss": 3.767293321031385, "tokens_seen": 779419648 }, { "epoch": 0.24, "learning_rate": 0.0007715346038114344, "loss": 1.5581, "theoretical_loss": 3.7672620118316225, "tokens_seen": 779485184 }, { "epoch": 0.24, "learning_rate": 0.0007715145436308926, "loss": 1.5708, "theoretical_loss": 3.7672307060010892, "tokens_seen": 779550720 }, { "epoch": 0.24, "learning_rate": 0.0007714944834503511, "loss": 1.647, "theoretical_loss": 3.7671994035391405, "tokens_seen": 779616256 }, { "epoch": 0.24, "learning_rate": 0.0007714744232698095, "loss": 1.6241, "theoretical_loss": 3.7671681044451297, "tokens_seen": 779681792 }, { "epoch": 0.24, "learning_rate": 0.0007714543630892678, "loss": 1.5851, "theoretical_loss": 3.767136808718412, "tokens_seen": 779747328 }, { "epoch": 0.24, "learning_rate": 0.0007714343029087262, "loss": 1.6368, "theoretical_loss": 3.7671055163583422, "tokens_seen": 779812864 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.4958833158016205, "objective/train/docs_used": 288522, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4711905717849731, "objective/train/original_loss": 1.4711906909942627, "objective/train/theoretical_loss": 3.767074227364275, "objective/train/tokens_used": 800338400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24610991775989532, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508395433425903, "objective/train/weighted_lm_loss": 1.545902967453003, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.767074227364275, "tokens_seen": 779878400 }, { "epoch": 0.24, "learning_rate": 0.0007714142427281847, "loss": 1.6525, "theoretical_loss": 3.767074227364275, "tokens_seen": 779878400 }, { "epoch": 0.24, "learning_rate": 0.0007713941825476429, "loss": 1.7193, "theoretical_loss": 3.767042941735566, "tokens_seen": 779943936 }, { "epoch": 0.24, "learning_rate": 0.0007713741223671014, "loss": 1.6416, "theoretical_loss": 3.76701165947157, "tokens_seen": 780009472 }, { "epoch": 0.24, "learning_rate": 0.0007713540621865596, "loss": 1.6083, "theoretical_loss": 3.766980380571643, "tokens_seen": 780075008 }, { "epoch": 0.24, "learning_rate": 0.0007713340020060181, "loss": 1.5439, "theoretical_loss": 3.7669491050351396, "tokens_seen": 780140544 }, { "epoch": 0.24, "learning_rate": 0.0007713139418254765, "loss": 1.5689, "theoretical_loss": 3.7669178328614166, "tokens_seen": 780206080 }, { "epoch": 0.24, "learning_rate": 0.0007712938816449348, "loss": 1.4895, "theoretical_loss": 3.76688656404983, "tokens_seen": 780271616 }, { "epoch": 0.24, "learning_rate": 0.0007712738214643932, "loss": 1.6185, "theoretical_loss": 3.7668552985997357, "tokens_seen": 780337152 }, { "epoch": 0.24, "learning_rate": 0.0007712537612838516, "loss": 1.739, "theoretical_loss": 3.7668240365104895, "tokens_seen": 780402688 }, { "epoch": 0.24, "learning_rate": 0.0007712337011033099, "loss": 1.6098, "theoretical_loss": 3.7667927777814487, "tokens_seen": 780468224 }, { "epoch": 0.24, "learning_rate": 0.0007712136409227684, "loss": 1.5923, "theoretical_loss": 3.7667615224119704, "tokens_seen": 780533760 }, { "epoch": 0.24, "learning_rate": 0.0007711935807422266, "loss": 1.5821, "theoretical_loss": 3.7667302704014105, "tokens_seen": 780599296 }, { "epoch": 0.24, "learning_rate": 0.0007711735205616851, "loss": 1.6597, "theoretical_loss": 3.7666990217491265, "tokens_seen": 780664832 }, { "epoch": 0.24, "learning_rate": 0.0007711534603811434, "loss": 1.5226, "theoretical_loss": 3.766667776454476, "tokens_seen": 780730368 }, { "epoch": 0.24, "learning_rate": 0.0007711334002006018, "loss": 1.5693, "theoretical_loss": 3.766636534516816, "tokens_seen": 780795904 }, { "epoch": 0.24, "learning_rate": 0.0007711133400200602, "loss": 1.6576, "theoretical_loss": 3.766605295935504, "tokens_seen": 780861440 }, { "epoch": 0.24, "learning_rate": 0.0007710932798395186, "loss": 1.5351, "theoretical_loss": 3.7665740607098974, "tokens_seen": 780926976 }, { "epoch": 0.24, "learning_rate": 0.0007710732196589769, "loss": 1.5765, "theoretical_loss": 3.766542828839355, "tokens_seen": 780992512 }, { "epoch": 0.24, "learning_rate": 0.0007710531594784354, "loss": 1.5218, "theoretical_loss": 3.766511600323235, "tokens_seen": 781058048 }, { "epoch": 0.24, "learning_rate": 0.0007710330992978937, "loss": 1.6331, "theoretical_loss": 3.7664803751608957, "tokens_seen": 781123584 }, { "epoch": 0.24, "learning_rate": 0.0007710130391173521, "loss": 1.5247, "theoretical_loss": 3.7664491533516946, "tokens_seen": 781189120 }, { "epoch": 0.24, "learning_rate": 0.0007709929789368104, "loss": 1.5119, "theoretical_loss": 3.7664179348949913, "tokens_seen": 781254656 }, { "epoch": 0.24, "learning_rate": 0.0007709729187562688, "loss": 1.5394, "theoretical_loss": 3.7663867197901437, "tokens_seen": 781320192 }, { "epoch": 0.24, "learning_rate": 0.0007709528585757272, "loss": 1.6244, "theoretical_loss": 3.7663555080365123, "tokens_seen": 781385728 }, { "epoch": 0.24, "learning_rate": 0.0007709327983951856, "loss": 1.5667, "theoretical_loss": 3.766324299633455, "tokens_seen": 781451264 }, { "epoch": 0.24, "learning_rate": 0.0007709127382146439, "loss": 1.5698, "theoretical_loss": 3.7662930945803317, "tokens_seen": 781516800 }, { "epoch": 0.24, "learning_rate": 0.0007708926780341023, "loss": 1.4866, "theoretical_loss": 3.7662618928765017, "tokens_seen": 781582336 }, { "epoch": 0.24, "learning_rate": 0.0007708726178535607, "loss": 1.5478, "theoretical_loss": 3.7662306945213255, "tokens_seen": 781647872 }, { "epoch": 0.24, "learning_rate": 0.0007708525576730191, "loss": 1.7532, "theoretical_loss": 3.766199499514162, "tokens_seen": 781713408 }, { "epoch": 0.24, "learning_rate": 0.0007708324974924774, "loss": 1.5569, "theoretical_loss": 3.7661683078543717, "tokens_seen": 781778944 }, { "epoch": 0.24, "learning_rate": 0.0007708124373119359, "loss": 1.4561, "theoretical_loss": 3.7661371195413142, "tokens_seen": 781844480 }, { "epoch": 0.24, "learning_rate": 0.0007707923771313941, "loss": 1.6013, "theoretical_loss": 3.7661059345743513, "tokens_seen": 781910016 }, { "epoch": 0.24, "learning_rate": 0.0007707723169508526, "loss": 1.4959, "theoretical_loss": 3.7660747529528424, "tokens_seen": 781975552 }, { "epoch": 0.24, "learning_rate": 0.0007707522567703109, "loss": 1.5822, "theoretical_loss": 3.766043574676149, "tokens_seen": 782041088 }, { "epoch": 0.24, "learning_rate": 0.0007707321965897693, "loss": 1.5494, "theoretical_loss": 3.7660123997436314, "tokens_seen": 782106624 }, { "epoch": 0.24, "learning_rate": 0.0007707121364092277, "loss": 1.5849, "theoretical_loss": 3.7659812281546516, "tokens_seen": 782172160 }, { "epoch": 0.24, "learning_rate": 0.0007706920762286861, "loss": 1.6841, "theoretical_loss": 3.76595005990857, "tokens_seen": 782237696 }, { "epoch": 0.24, "learning_rate": 0.0007706720160481444, "loss": 1.5538, "theoretical_loss": 3.765918895004748, "tokens_seen": 782303232 }, { "epoch": 0.24, "learning_rate": 0.0007706519558676029, "loss": 1.575, "theoretical_loss": 3.7658877334425487, "tokens_seen": 782368768 }, { "epoch": 0.24, "learning_rate": 0.0007706318956870611, "loss": 1.4637, "theoretical_loss": 3.765856575221332, "tokens_seen": 782434304 }, { "epoch": 0.24, "learning_rate": 0.0007706118355065196, "loss": 1.4895, "theoretical_loss": 3.7658254203404615, "tokens_seen": 782499840 }, { "epoch": 0.24, "learning_rate": 0.000770591775325978, "loss": 1.6225, "theoretical_loss": 3.765794268799298, "tokens_seen": 782565376 }, { "epoch": 0.24, "learning_rate": 0.0007705717151454363, "loss": 1.5017, "theoretical_loss": 3.7657631205972053, "tokens_seen": 782630912 }, { "epoch": 0.24, "learning_rate": 0.0007705516549648947, "loss": 1.5668, "theoretical_loss": 3.765731975733545, "tokens_seen": 782696448 }, { "epoch": 0.24, "learning_rate": 0.000770531594784353, "loss": 1.5598, "theoretical_loss": 3.7657008342076796, "tokens_seen": 782761984 }, { "epoch": 0.24, "learning_rate": 0.0007705115346038114, "loss": 1.4191, "theoretical_loss": 3.765669696018973, "tokens_seen": 782827520 }, { "epoch": 0.24, "learning_rate": 0.0007704914744232699, "loss": 1.632, "theoretical_loss": 3.7656385611667873, "tokens_seen": 782893056 }, { "epoch": 0.24, "learning_rate": 0.0007704714142427281, "loss": 1.6471, "theoretical_loss": 3.765607429650486, "tokens_seen": 782958592 }, { "epoch": 0.24, "learning_rate": 0.0007704513540621866, "loss": 1.472, "theoretical_loss": 3.765576301469433, "tokens_seen": 783024128 }, { "epoch": 0.24, "learning_rate": 0.000770431293881645, "loss": 1.5309, "theoretical_loss": 3.765545176622991, "tokens_seen": 783089664 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.49230560660362244, "objective/train/docs_used": 289672, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6103899478912354, "objective/train/original_loss": 1.6103899478912354, "objective/train/theoretical_loss": 3.7655140551105246, "objective/train/tokens_used": 803615200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24277178943157196, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504647493362427, "objective/train/weighted_lm_loss": 1.6917227506637573, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7655140551105246, "tokens_seen": 783155200 }, { "epoch": 0.24, "learning_rate": 0.0007704112337011033, "loss": 1.5824, "theoretical_loss": 3.7655140551105246, "tokens_seen": 783155200 }, { "epoch": 0.24, "learning_rate": 0.0007703911735205617, "loss": 1.6093, "theoretical_loss": 3.765482936931397, "tokens_seen": 783220736 }, { "epoch": 0.24, "learning_rate": 0.00077037111334002, "loss": 1.5474, "theoretical_loss": 3.7654518220849726, "tokens_seen": 783286272 }, { "epoch": 0.24, "learning_rate": 0.0007703510531594784, "loss": 1.4728, "theoretical_loss": 3.7654207105706154, "tokens_seen": 783351808 }, { "epoch": 0.24, "learning_rate": 0.0007703309929789369, "loss": 1.6066, "theoretical_loss": 3.765389602387691, "tokens_seen": 783417344 }, { "epoch": 0.24, "learning_rate": 0.0007703109327983951, "loss": 1.6021, "theoretical_loss": 3.765358497535563, "tokens_seen": 783482880 }, { "epoch": 0.24, "learning_rate": 0.0007702908726178536, "loss": 1.5336, "theoretical_loss": 3.7653273960135962, "tokens_seen": 783548416 }, { "epoch": 0.24, "learning_rate": 0.0007702708124373119, "loss": 1.6364, "theoretical_loss": 3.7652962978211555, "tokens_seen": 783613952 }, { "epoch": 0.24, "learning_rate": 0.0007702507522567703, "loss": 1.6868, "theoretical_loss": 3.7652652029576066, "tokens_seen": 783679488 }, { "epoch": 0.24, "learning_rate": 0.0007702306920762288, "loss": 1.7103, "theoretical_loss": 3.7652341114223145, "tokens_seen": 783745024 }, { "epoch": 0.24, "learning_rate": 0.000770210631895687, "loss": 1.5303, "theoretical_loss": 3.765203023214645, "tokens_seen": 783810560 }, { "epoch": 0.24, "learning_rate": 0.0007701905717151455, "loss": 1.5135, "theoretical_loss": 3.765171938333963, "tokens_seen": 783876096 }, { "epoch": 0.24, "learning_rate": 0.0007701705115346038, "loss": 1.5167, "theoretical_loss": 3.7651408567796354, "tokens_seen": 783941632 }, { "epoch": 0.24, "learning_rate": 0.0007701504513540622, "loss": 1.5696, "theoretical_loss": 3.765109778551027, "tokens_seen": 784007168 }, { "epoch": 0.24, "learning_rate": 0.0007701303911735206, "loss": 1.5142, "theoretical_loss": 3.7650787036475055, "tokens_seen": 784072704 }, { "epoch": 0.24, "learning_rate": 0.000770110330992979, "loss": 1.3989, "theoretical_loss": 3.765047632068436, "tokens_seen": 784138240 }, { "epoch": 0.24, "learning_rate": 0.0007700902708124373, "loss": 1.5794, "theoretical_loss": 3.765016563813185, "tokens_seen": 784203776 }, { "epoch": 0.24, "learning_rate": 0.0007700702106318958, "loss": 1.6232, "theoretical_loss": 3.76498549888112, "tokens_seen": 784269312 }, { "epoch": 0.24, "learning_rate": 0.000770050150451354, "loss": 1.5979, "theoretical_loss": 3.764954437271608, "tokens_seen": 784334848 }, { "epoch": 0.24, "learning_rate": 0.0007700300902708125, "loss": 1.4158, "theoretical_loss": 3.7649233789840153, "tokens_seen": 784400384 }, { "epoch": 0.24, "learning_rate": 0.0007700100300902708, "loss": 1.4842, "theoretical_loss": 3.7648923240177097, "tokens_seen": 784465920 }, { "epoch": 0.24, "learning_rate": 0.0007699899699097292, "loss": 1.4458, "theoretical_loss": 3.764861272372058, "tokens_seen": 784531456 }, { "epoch": 0.24, "learning_rate": 0.0007699699097291876, "loss": 1.4449, "theoretical_loss": 3.7648302240464284, "tokens_seen": 784596992 }, { "epoch": 0.24, "learning_rate": 0.000769949849548646, "loss": 1.5584, "theoretical_loss": 3.7647991790401885, "tokens_seen": 784662528 }, { "epoch": 0.24, "learning_rate": 0.0007699297893681043, "loss": 1.5224, "theoretical_loss": 3.764768137352706, "tokens_seen": 784728064 }, { "epoch": 0.24, "learning_rate": 0.0007699097291875627, "loss": 1.5574, "theoretical_loss": 3.764737098983349, "tokens_seen": 784793600 }, { "epoch": 0.24, "learning_rate": 0.0007698896690070211, "loss": 1.5137, "theoretical_loss": 3.764706063931486, "tokens_seen": 784859136 }, { "epoch": 0.24, "learning_rate": 0.0007698696088264795, "loss": 1.6239, "theoretical_loss": 3.7646750321964855, "tokens_seen": 784924672 }, { "epoch": 0.24, "learning_rate": 0.0007698495486459378, "loss": 1.5686, "theoretical_loss": 3.764644003777716, "tokens_seen": 784990208 }, { "epoch": 0.24, "learning_rate": 0.0007698294884653963, "loss": 1.5062, "theoretical_loss": 3.7646129786745464, "tokens_seen": 785055744 }, { "epoch": 0.24, "learning_rate": 0.0007698094282848545, "loss": 1.6362, "theoretical_loss": 3.764581956886345, "tokens_seen": 785121280 }, { "epoch": 0.24, "learning_rate": 0.000769789368104313, "loss": 1.5062, "theoretical_loss": 3.764550938412482, "tokens_seen": 785186816 }, { "epoch": 0.24, "learning_rate": 0.0007697693079237713, "loss": 1.5079, "theoretical_loss": 3.764519923252326, "tokens_seen": 785252352 }, { "epoch": 0.24, "learning_rate": 0.0007697492477432297, "loss": 1.5395, "theoretical_loss": 3.7644889114052464, "tokens_seen": 785317888 }, { "epoch": 0.24, "learning_rate": 0.0007697291875626881, "loss": 1.728, "theoretical_loss": 3.7644579028706135, "tokens_seen": 785383424 }, { "epoch": 0.24, "learning_rate": 0.0007697091273821465, "loss": 1.5752, "theoretical_loss": 3.764426897647797, "tokens_seen": 785448960 }, { "epoch": 0.24, "learning_rate": 0.0007696890672016048, "loss": 1.4924, "theoretical_loss": 3.764395895736166, "tokens_seen": 785514496 }, { "epoch": 0.24, "learning_rate": 0.0007696690070210633, "loss": 1.5323, "theoretical_loss": 3.7643648971350916, "tokens_seen": 785580032 }, { "epoch": 0.24, "learning_rate": 0.0007696489468405215, "loss": 1.5276, "theoretical_loss": 3.764333901843944, "tokens_seen": 785645568 }, { "epoch": 0.24, "learning_rate": 0.00076962888665998, "loss": 1.4896, "theoretical_loss": 3.7643029098620935, "tokens_seen": 785711104 }, { "epoch": 0.24, "learning_rate": 0.0007696088264794383, "loss": 1.5057, "theoretical_loss": 3.764271921188911, "tokens_seen": 785776640 }, { "epoch": 0.24, "learning_rate": 0.0007695887662988967, "loss": 1.6802, "theoretical_loss": 3.764240935823767, "tokens_seen": 785842176 }, { "epoch": 0.24, "learning_rate": 0.0007695687061183551, "loss": 1.5805, "theoretical_loss": 3.764209953766033, "tokens_seen": 785907712 }, { "epoch": 0.24, "learning_rate": 0.0007695486459378134, "loss": 1.438, "theoretical_loss": 3.7641789750150796, "tokens_seen": 785973248 }, { "epoch": 0.24, "learning_rate": 0.0007695285857572718, "loss": 1.4642, "theoretical_loss": 3.7641479995702793, "tokens_seen": 786038784 }, { "epoch": 0.24, "learning_rate": 0.0007695085255767303, "loss": 1.5398, "theoretical_loss": 3.764117027431002, "tokens_seen": 786104320 }, { "epoch": 0.24, "learning_rate": 0.0007694884653961885, "loss": 1.6588, "theoretical_loss": 3.7640860585966207, "tokens_seen": 786169856 }, { "epoch": 0.24, "learning_rate": 0.000769468405215647, "loss": 1.5324, "theoretical_loss": 3.7640550930665073, "tokens_seen": 786235392 }, { "epoch": 0.24, "learning_rate": 0.0007694483450351054, "loss": 1.5083, "theoretical_loss": 3.764024130840033, "tokens_seen": 786300928 }, { "epoch": 0.24, "learning_rate": 0.0007694282848545637, "loss": 1.5271, "theoretical_loss": 3.763993171916571, "tokens_seen": 786366464 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.4925498962402344, "objective/train/docs_used": 290810, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4064291715621948, "objective/train/original_loss": 1.4064290523529053, "objective/train/theoretical_loss": 3.763962216295493, "objective/train/tokens_used": 806892000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24311783909797668, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504910945892334, "objective/train/weighted_lm_loss": 1.4774826765060425, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.763962216295493, "tokens_seen": 786432000 }, { "epoch": 0.24, "learning_rate": 0.0007694082246740221, "loss": 1.5393, "theoretical_loss": 3.763962216295493, "tokens_seen": 786432000 }, { "epoch": 0.24, "learning_rate": 0.0007693881644934804, "loss": 1.5168, "theoretical_loss": 3.763931263976172, "tokens_seen": 786497536 }, { "epoch": 0.24, "learning_rate": 0.0007693681043129388, "loss": 1.5409, "theoretical_loss": 3.76390031495798, "tokens_seen": 786563072 }, { "epoch": 0.24, "learning_rate": 0.0007693480441323973, "loss": 1.5231, "theoretical_loss": 3.7638693692402914, "tokens_seen": 786628608 }, { "epoch": 0.24, "learning_rate": 0.0007693279839518555, "loss": 1.5602, "theoretical_loss": 3.7638384268224776, "tokens_seen": 786694144 }, { "epoch": 0.24, "learning_rate": 0.000769307923771314, "loss": 1.676, "theoretical_loss": 3.763807487703913, "tokens_seen": 786759680 }, { "epoch": 0.24, "learning_rate": 0.0007692878635907723, "loss": 1.4986, "theoretical_loss": 3.7637765518839705, "tokens_seen": 786825216 }, { "epoch": 0.24, "learning_rate": 0.0007692678034102307, "loss": 1.5583, "theoretical_loss": 3.7637456193620245, "tokens_seen": 786890752 }, { "epoch": 0.24, "learning_rate": 0.0007692477432296891, "loss": 1.5269, "theoretical_loss": 3.7637146901374474, "tokens_seen": 786956288 }, { "epoch": 0.24, "learning_rate": 0.0007692276830491474, "loss": 1.4849, "theoretical_loss": 3.763683764209614, "tokens_seen": 787021824 }, { "epoch": 0.24, "learning_rate": 0.0007692076228686058, "loss": 1.6048, "theoretical_loss": 3.7636528415778994, "tokens_seen": 787087360 }, { "epoch": 0.24, "learning_rate": 0.0007691875626880642, "loss": 1.6717, "theoretical_loss": 3.7636219222416756, "tokens_seen": 787152896 }, { "epoch": 0.24, "learning_rate": 0.0007691675025075225, "loss": 1.6059, "theoretical_loss": 3.7635910062003193, "tokens_seen": 787218432 }, { "epoch": 0.24, "learning_rate": 0.000769147442326981, "loss": 1.5944, "theoretical_loss": 3.7635600934532034, "tokens_seen": 787283968 }, { "epoch": 0.24, "learning_rate": 0.0007691273821464393, "loss": 1.6308, "theoretical_loss": 3.7635291839997036, "tokens_seen": 787349504 }, { "epoch": 0.24, "learning_rate": 0.0007691073219658977, "loss": 1.4932, "theoretical_loss": 3.763498277839195, "tokens_seen": 787415040 }, { "epoch": 0.24, "learning_rate": 0.0007690872617853561, "loss": 1.4809, "theoretical_loss": 3.7634673749710523, "tokens_seen": 787480576 }, { "epoch": 0.24, "learning_rate": 0.0007690672016048145, "loss": 1.5467, "theoretical_loss": 3.763436475394651, "tokens_seen": 787546112 }, { "epoch": 0.24, "learning_rate": 0.0007690471414242728, "loss": 1.6277, "theoretical_loss": 3.7634055791093664, "tokens_seen": 787611648 }, { "epoch": 0.24, "learning_rate": 0.0007690270812437312, "loss": 1.4895, "theoretical_loss": 3.7633746861145747, "tokens_seen": 787677184 }, { "epoch": 0.24, "learning_rate": 0.0007690070210631895, "loss": 1.4323, "theoretical_loss": 3.763343796409651, "tokens_seen": 787742720 }, { "epoch": 0.24, "learning_rate": 0.000768986960882648, "loss": 1.5547, "theoretical_loss": 3.763312909993972, "tokens_seen": 787808256 }, { "epoch": 0.24, "learning_rate": 0.0007689669007021063, "loss": 1.6712, "theoretical_loss": 3.7632820268669134, "tokens_seen": 787873792 }, { "epoch": 0.24, "learning_rate": 0.0007689468405215647, "loss": 1.3757, "theoretical_loss": 3.7632511470278516, "tokens_seen": 787939328 }, { "epoch": 0.24, "learning_rate": 0.000768926780341023, "loss": 1.5393, "theoretical_loss": 3.7632202704761637, "tokens_seen": 788004864 }, { "epoch": 0.24, "learning_rate": 0.0007689067201604815, "loss": 1.4907, "theoretical_loss": 3.763189397211225, "tokens_seen": 788070400 }, { "epoch": 0.24, "learning_rate": 0.0007688866599799398, "loss": 1.5503, "theoretical_loss": 3.7631585272324135, "tokens_seen": 788135936 }, { "epoch": 0.24, "learning_rate": 0.0007688665997993982, "loss": 1.61, "theoretical_loss": 3.763127660539106, "tokens_seen": 788201472 }, { "epoch": 0.24, "learning_rate": 0.0007688465396188565, "loss": 1.4616, "theoretical_loss": 3.7630967971306797, "tokens_seen": 788267008 }, { "epoch": 0.24, "learning_rate": 0.0007688264794383149, "loss": 1.4953, "theoretical_loss": 3.7630659370065116, "tokens_seen": 788332544 }, { "epoch": 0.24, "learning_rate": 0.0007688064192577733, "loss": 1.4957, "theoretical_loss": 3.76303508016598, "tokens_seen": 788398080 }, { "epoch": 0.24, "learning_rate": 0.0007687863590772317, "loss": 1.6235, "theoretical_loss": 3.763004226608462, "tokens_seen": 788463616 }, { "epoch": 0.24, "learning_rate": 0.0007687662988966901, "loss": 1.5846, "theoretical_loss": 3.762973376333335, "tokens_seen": 788529152 }, { "epoch": 0.24, "learning_rate": 0.0007687462387161485, "loss": 1.5668, "theoretical_loss": 3.762942529339978, "tokens_seen": 788594688 }, { "epoch": 0.24, "learning_rate": 0.0007687261785356069, "loss": 1.4758, "theoretical_loss": 3.7629116856277687, "tokens_seen": 788660224 }, { "epoch": 0.24, "learning_rate": 0.0007687061183550652, "loss": 1.6209, "theoretical_loss": 3.7628808451960856, "tokens_seen": 788725760 }, { "epoch": 0.24, "learning_rate": 0.0007686860581745237, "loss": 1.5973, "theoretical_loss": 3.7628500080443077, "tokens_seen": 788791296 }, { "epoch": 0.24, "learning_rate": 0.0007686659979939819, "loss": 1.5865, "theoretical_loss": 3.7628191741718124, "tokens_seen": 788856832 }, { "epoch": 0.24, "learning_rate": 0.0007686459378134404, "loss": 1.626, "theoretical_loss": 3.76278834357798, "tokens_seen": 788922368 }, { "epoch": 0.24, "learning_rate": 0.0007686258776328987, "loss": 1.506, "theoretical_loss": 3.762757516262189, "tokens_seen": 788987904 }, { "epoch": 0.24, "learning_rate": 0.0007686058174523571, "loss": 1.4974, "theoretical_loss": 3.7627266922238185, "tokens_seen": 789053440 }, { "epoch": 0.24, "learning_rate": 0.0007685857572718155, "loss": 1.6281, "theoretical_loss": 3.762695871462248, "tokens_seen": 789118976 }, { "epoch": 0.24, "learning_rate": 0.0007685656970912738, "loss": 1.5123, "theoretical_loss": 3.762665053976857, "tokens_seen": 789184512 }, { "epoch": 0.24, "learning_rate": 0.0007685456369107322, "loss": 1.5924, "theoretical_loss": 3.762634239767025, "tokens_seen": 789250048 }, { "epoch": 0.24, "learning_rate": 0.0007685255767301907, "loss": 1.4886, "theoretical_loss": 3.762603428832133, "tokens_seen": 789315584 }, { "epoch": 0.24, "learning_rate": 0.0007685055165496489, "loss": 1.6031, "theoretical_loss": 3.762572621171559, "tokens_seen": 789381120 }, { "epoch": 0.24, "learning_rate": 0.0007684854563691074, "loss": 1.4767, "theoretical_loss": 3.762541816784686, "tokens_seen": 789446656 }, { "epoch": 0.24, "learning_rate": 0.0007684653961885658, "loss": 1.4767, "theoretical_loss": 3.7625110156708916, "tokens_seen": 789512192 }, { "epoch": 0.24, "learning_rate": 0.0007684453360080241, "loss": 1.5101, "theoretical_loss": 3.7624802178295584, "tokens_seen": 789577728 }, { "epoch": 0.24, "learning_rate": 0.0007684252758274825, "loss": 1.5328, "theoretical_loss": 3.7624494232600663, "tokens_seen": 789643264 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.49356845021247864, "objective/train/docs_used": 292000, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6631910800933838, "objective/train/original_loss": 1.6631911993026733, "objective/train/theoretical_loss": 3.762418631961796, "objective/train/tokens_used": 810168800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438865453004837, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505967140197754, "objective/train/weighted_lm_loss": 1.7472585439682007, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 3.762418631961796, "tokens_seen": 789708800 }, { "epoch": 0.24, "learning_rate": 0.0007684052156469408, "loss": 1.6368, "theoretical_loss": 3.762418631961796, "tokens_seen": 789708800 }, { "epoch": 0.24, "learning_rate": 0.0007683851554663992, "loss": 1.591, "theoretical_loss": 3.762387843934129, "tokens_seen": 789774336 }, { "epoch": 0.24, "learning_rate": 0.0007683650952858577, "loss": 1.5279, "theoretical_loss": 3.762357059176447, "tokens_seen": 789839872 }, { "epoch": 0.24, "learning_rate": 0.0007683450351053159, "loss": 1.6013, "theoretical_loss": 3.76232627768813, "tokens_seen": 789905408 }, { "epoch": 0.24, "learning_rate": 0.0007683249749247744, "loss": 1.527, "theoretical_loss": 3.7622954994685616, "tokens_seen": 789970944 }, { "epoch": 0.24, "learning_rate": 0.0007683049147442327, "loss": 1.5638, "theoretical_loss": 3.762264724517122, "tokens_seen": 790036480 }, { "epoch": 0.24, "learning_rate": 0.0007682848545636911, "loss": 1.5854, "theoretical_loss": 3.762233952833193, "tokens_seen": 790102016 }, { "epoch": 0.24, "learning_rate": 0.0007682647943831495, "loss": 1.5868, "theoretical_loss": 3.7622031844161574, "tokens_seen": 790167552 }, { "epoch": 0.24, "learning_rate": 0.0007682447342026078, "loss": 1.6349, "theoretical_loss": 3.762172419265397, "tokens_seen": 790233088 }, { "epoch": 0.24, "learning_rate": 0.0007682246740220662, "loss": 1.5443, "theoretical_loss": 3.7621416573802953, "tokens_seen": 790298624 }, { "epoch": 0.24, "learning_rate": 0.0007682046138415246, "loss": 1.7027, "theoretical_loss": 3.7621108987602336, "tokens_seen": 790364160 }, { "epoch": 0.24, "learning_rate": 0.0007681845536609829, "loss": 1.5699, "theoretical_loss": 3.762080143404595, "tokens_seen": 790429696 }, { "epoch": 0.24, "learning_rate": 0.0007681644934804414, "loss": 1.5184, "theoretical_loss": 3.7620493913127633, "tokens_seen": 790495232 }, { "epoch": 0.24, "learning_rate": 0.0007681444332998997, "loss": 1.567, "theoretical_loss": 3.7620186424841204, "tokens_seen": 790560768 }, { "epoch": 0.24, "learning_rate": 0.0007681243731193581, "loss": 1.5399, "theoretical_loss": 3.76198789691805, "tokens_seen": 790626304 }, { "epoch": 0.24, "learning_rate": 0.0007681043129388165, "loss": 1.5747, "theoretical_loss": 3.7619571546139356, "tokens_seen": 790691840 }, { "epoch": 0.24, "learning_rate": 0.0007680842527582749, "loss": 1.7117, "theoretical_loss": 3.761926415571161, "tokens_seen": 790757376 }, { "epoch": 0.24, "learning_rate": 0.0007680641925777332, "loss": 1.5964, "theoretical_loss": 3.7618956797891094, "tokens_seen": 790822912 }, { "epoch": 0.24, "learning_rate": 0.0007680441323971916, "loss": 1.5564, "theoretical_loss": 3.7618649472671652, "tokens_seen": 790888448 }, { "epoch": 0.24, "learning_rate": 0.0007680240722166499, "loss": 1.5697, "theoretical_loss": 3.7618342180047124, "tokens_seen": 790953984 }, { "epoch": 0.24, "learning_rate": 0.0007680040120361084, "loss": 1.6758, "theoretical_loss": 3.7618034920011354, "tokens_seen": 791019520 }, { "epoch": 0.24, "learning_rate": 0.0007679839518555667, "loss": 1.522, "theoretical_loss": 3.7617727692558187, "tokens_seen": 791085056 }, { "epoch": 0.24, "learning_rate": 0.0007679638916750251, "loss": 1.5598, "theoretical_loss": 3.761742049768146, "tokens_seen": 791150592 }, { "epoch": 0.24, "learning_rate": 0.0007679438314944834, "loss": 1.568, "theoretical_loss": 3.7617113335375034, "tokens_seen": 791216128 }, { "epoch": 0.24, "learning_rate": 0.0007679237713139419, "loss": 1.6034, "theoretical_loss": 3.7616806205632747, "tokens_seen": 791281664 }, { "epoch": 0.24, "learning_rate": 0.0007679037111334002, "loss": 1.6726, "theoretical_loss": 3.761649910844846, "tokens_seen": 791347200 }, { "epoch": 0.24, "learning_rate": 0.0007678836509528586, "loss": 1.5397, "theoretical_loss": 3.761619204381602, "tokens_seen": 791412736 }, { "epoch": 0.24, "learning_rate": 0.000767863590772317, "loss": 1.5374, "theoretical_loss": 3.7615885011729278, "tokens_seen": 791478272 }, { "epoch": 0.24, "learning_rate": 0.0007678435305917753, "loss": 1.5309, "theoretical_loss": 3.76155780121821, "tokens_seen": 791543808 }, { "epoch": 0.24, "learning_rate": 0.0007678234704112337, "loss": 1.5569, "theoretical_loss": 3.7615271045168335, "tokens_seen": 791609344 }, { "epoch": 0.24, "learning_rate": 0.0007678034102306921, "loss": 1.4615, "theoretical_loss": 3.7614964110681846, "tokens_seen": 791674880 }, { "epoch": 0.24, "learning_rate": 0.0007677833500501504, "loss": 1.5546, "theoretical_loss": 3.7614657208716493, "tokens_seen": 791740416 }, { "epoch": 0.24, "learning_rate": 0.0007677632898696089, "loss": 1.6533, "theoretical_loss": 3.761435033926614, "tokens_seen": 791805952 }, { "epoch": 0.24, "learning_rate": 0.0007677432296890672, "loss": 1.5623, "theoretical_loss": 3.761404350232465, "tokens_seen": 791871488 }, { "epoch": 0.24, "learning_rate": 0.0007677231695085256, "loss": 1.4596, "theoretical_loss": 3.761373669788589, "tokens_seen": 791937024 }, { "epoch": 0.24, "learning_rate": 0.000767703109327984, "loss": 1.5853, "theoretical_loss": 3.761342992594373, "tokens_seen": 792002560 }, { "epoch": 0.24, "learning_rate": 0.0007676830491474423, "loss": 1.4637, "theoretical_loss": 3.7613123186492032, "tokens_seen": 792068096 }, { "epoch": 0.24, "learning_rate": 0.0007676629889669007, "loss": 1.5143, "theoretical_loss": 3.7612816479524676, "tokens_seen": 792133632 }, { "epoch": 0.24, "learning_rate": 0.0007676429287863591, "loss": 1.6328, "theoretical_loss": 3.7612509805035526, "tokens_seen": 792199168 }, { "epoch": 0.24, "learning_rate": 0.0007676228686058174, "loss": 1.4724, "theoretical_loss": 3.7612203163018467, "tokens_seen": 792264704 }, { "epoch": 0.24, "learning_rate": 0.0007676028084252759, "loss": 1.5678, "theoretical_loss": 3.7611896553467368, "tokens_seen": 792330240 }, { "epoch": 0.24, "learning_rate": 0.0007675827482447341, "loss": 1.5655, "theoretical_loss": 3.7611589976376107, "tokens_seen": 792395776 }, { "epoch": 0.24, "learning_rate": 0.0007675626880641926, "loss": 1.4869, "theoretical_loss": 3.761128343173856, "tokens_seen": 792461312 }, { "epoch": 0.24, "learning_rate": 0.000767542627883651, "loss": 1.5796, "theoretical_loss": 3.7610976919548618, "tokens_seen": 792526848 }, { "epoch": 0.24, "learning_rate": 0.0007675225677031093, "loss": 1.4877, "theoretical_loss": 3.7610670439800153, "tokens_seen": 792592384 }, { "epoch": 0.24, "learning_rate": 0.0007675025075225677, "loss": 1.5576, "theoretical_loss": 3.761036399248706, "tokens_seen": 792657920 }, { "epoch": 0.24, "learning_rate": 0.0007674824473420262, "loss": 1.4931, "theoretical_loss": 3.7610057577603215, "tokens_seen": 792723456 }, { "epoch": 0.24, "learning_rate": 0.0007674623871614844, "loss": 1.5777, "theoretical_loss": 3.760975119514251, "tokens_seen": 792788992 }, { "epoch": 0.24, "learning_rate": 0.0007674423269809429, "loss": 1.5912, "theoretical_loss": 3.7609444845098836, "tokens_seen": 792854528 }, { "epoch": 0.24, "learning_rate": 0.0007674222668004011, "loss": 1.5408, "theoretical_loss": 3.760913852746608, "tokens_seen": 792920064 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.49038174748420715, "objective/train/docs_used": 293128, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.419954776763916, "objective/train/original_loss": 1.419954776763916, "objective/train/theoretical_loss": 3.7608832242238144, "objective/train/tokens_used": 813445600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24094732105731964, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502629280090332, "objective/train/weighted_lm_loss": 1.4913206100463867, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7608832242238144, "tokens_seen": 792985600 }, { "epoch": 0.24, "learning_rate": 0.0007674022066198596, "loss": 1.6114, "theoretical_loss": 3.7608832242238144, "tokens_seen": 792985600 }, { "epoch": 0.24, "learning_rate": 0.000767382146439318, "loss": 1.572, "theoretical_loss": 3.7608525989408905, "tokens_seen": 793051136 }, { "epoch": 0.24, "learning_rate": 0.0007673620862587763, "loss": 1.5256, "theoretical_loss": 3.7608219768972275, "tokens_seen": 793116672 }, { "epoch": 0.24, "learning_rate": 0.0007673420260782347, "loss": 1.6743, "theoretical_loss": 3.7607913580922148, "tokens_seen": 793182208 }, { "epoch": 0.24, "learning_rate": 0.000767321965897693, "loss": 1.5397, "theoretical_loss": 3.7607607425252416, "tokens_seen": 793247744 }, { "epoch": 0.24, "learning_rate": 0.0007673019057171514, "loss": 1.5917, "theoretical_loss": 3.7607301301956984, "tokens_seen": 793313280 }, { "epoch": 0.24, "learning_rate": 0.0007672818455366099, "loss": 1.5805, "theoretical_loss": 3.7606995211029757, "tokens_seen": 793378816 }, { "epoch": 0.24, "learning_rate": 0.0007672617853560682, "loss": 1.5235, "theoretical_loss": 3.7606689152464643, "tokens_seen": 793444352 }, { "epoch": 0.24, "learning_rate": 0.0007672417251755266, "loss": 1.6795, "theoretical_loss": 3.7606383126255536, "tokens_seen": 793509888 }, { "epoch": 0.24, "learning_rate": 0.000767221664994985, "loss": 1.623, "theoretical_loss": 3.760607713239635, "tokens_seen": 793575424 }, { "epoch": 0.24, "learning_rate": 0.0007672016048144433, "loss": 1.6713, "theoretical_loss": 3.7605771170880997, "tokens_seen": 793640960 }, { "epoch": 0.24, "learning_rate": 0.0007671815446339018, "loss": 1.5916, "theoretical_loss": 3.760546524170339, "tokens_seen": 793706496 }, { "epoch": 0.24, "learning_rate": 0.0007671614844533601, "loss": 1.5529, "theoretical_loss": 3.760515934485743, "tokens_seen": 793772032 }, { "epoch": 0.24, "learning_rate": 0.0007671414242728185, "loss": 1.605, "theoretical_loss": 3.7604853480337033, "tokens_seen": 793837568 }, { "epoch": 0.24, "learning_rate": 0.0007671213640922769, "loss": 1.6569, "theoretical_loss": 3.7604547648136126, "tokens_seen": 793903104 }, { "epoch": 0.24, "learning_rate": 0.0007671013039117353, "loss": 1.5361, "theoretical_loss": 3.760424184824862, "tokens_seen": 793968640 }, { "epoch": 0.24, "learning_rate": 0.0007670812437311936, "loss": 1.4949, "theoretical_loss": 3.760393608066843, "tokens_seen": 794034176 }, { "epoch": 0.24, "learning_rate": 0.000767061183550652, "loss": 1.61, "theoretical_loss": 3.7603630345389485, "tokens_seen": 794099712 }, { "epoch": 0.24, "learning_rate": 0.0007670411233701103, "loss": 1.4037, "theoretical_loss": 3.7603324642405704, "tokens_seen": 794165248 }, { "epoch": 0.24, "learning_rate": 0.0007670210631895688, "loss": 1.5885, "theoretical_loss": 3.7603018971711, "tokens_seen": 794230784 }, { "epoch": 0.24, "learning_rate": 0.0007670010030090271, "loss": 1.5158, "theoretical_loss": 3.760271333329932, "tokens_seen": 794296320 }, { "epoch": 0.24, "learning_rate": 0.0007669809428284855, "loss": 1.6156, "theoretical_loss": 3.7602407727164575, "tokens_seen": 794361856 }, { "epoch": 0.24, "learning_rate": 0.0007669608826479438, "loss": 1.5157, "theoretical_loss": 3.76021021533007, "tokens_seen": 794427392 }, { "epoch": 0.24, "learning_rate": 0.0007669408224674023, "loss": 1.7043, "theoretical_loss": 3.760179661170162, "tokens_seen": 794492928 }, { "epoch": 0.24, "learning_rate": 0.0007669207622868606, "loss": 1.4807, "theoretical_loss": 3.7601491102361275, "tokens_seen": 794558464 }, { "epoch": 0.24, "learning_rate": 0.000766900702106319, "loss": 1.6377, "theoretical_loss": 3.760118562527359, "tokens_seen": 794624000 }, { "epoch": 0.24, "learning_rate": 0.0007668806419257773, "loss": 1.541, "theoretical_loss": 3.760088018043252, "tokens_seen": 794689536 }, { "epoch": 0.24, "learning_rate": 0.0007668605817452357, "loss": 1.5254, "theoretical_loss": 3.7600574767831976, "tokens_seen": 794755072 }, { "epoch": 0.24, "learning_rate": 0.0007668405215646941, "loss": 1.5861, "theoretical_loss": 3.7600269387465914, "tokens_seen": 794820608 }, { "epoch": 0.24, "learning_rate": 0.0007668204613841525, "loss": 1.5806, "theoretical_loss": 3.759996403932826, "tokens_seen": 794886144 }, { "epoch": 0.24, "learning_rate": 0.0007668004012036108, "loss": 1.579, "theoretical_loss": 3.7599658723412976, "tokens_seen": 794951680 }, { "epoch": 0.24, "learning_rate": 0.0007667803410230693, "loss": 1.597, "theoretical_loss": 3.759935343971399, "tokens_seen": 795017216 }, { "epoch": 0.24, "learning_rate": 0.0007667602808425276, "loss": 1.5516, "theoretical_loss": 3.759904818822525, "tokens_seen": 795082752 }, { "epoch": 0.24, "learning_rate": 0.000766740220661986, "loss": 1.5316, "theoretical_loss": 3.759874296894071, "tokens_seen": 795148288 }, { "epoch": 0.24, "learning_rate": 0.0007667201604814444, "loss": 1.5484, "theoretical_loss": 3.759843778185431, "tokens_seen": 795213824 }, { "epoch": 0.24, "learning_rate": 0.0007667001003009027, "loss": 1.7136, "theoretical_loss": 3.7598132626960004, "tokens_seen": 795279360 }, { "epoch": 0.24, "learning_rate": 0.0007666800401203611, "loss": 1.5863, "theoretical_loss": 3.759782750425175, "tokens_seen": 795344896 }, { "epoch": 0.24, "learning_rate": 0.0007666599799398195, "loss": 1.5898, "theoretical_loss": 3.7597522413723485, "tokens_seen": 795410432 }, { "epoch": 0.24, "learning_rate": 0.0007666399197592778, "loss": 1.5328, "theoretical_loss": 3.7597217355369184, "tokens_seen": 795475968 }, { "epoch": 0.24, "learning_rate": 0.0007666198595787363, "loss": 1.549, "theoretical_loss": 3.7596912329182786, "tokens_seen": 795541504 }, { "epoch": 0.24, "learning_rate": 0.0007665997993981945, "loss": 1.4882, "theoretical_loss": 3.759660733515826, "tokens_seen": 795607040 }, { "epoch": 0.24, "learning_rate": 0.000766579739217653, "loss": 1.601, "theoretical_loss": 3.759630237328957, "tokens_seen": 795672576 }, { "epoch": 0.24, "learning_rate": 0.0007665596790371114, "loss": 1.6076, "theoretical_loss": 3.7595997443570663, "tokens_seen": 795738112 }, { "epoch": 0.24, "learning_rate": 0.0007665396188565697, "loss": 1.5379, "theoretical_loss": 3.759569254599552, "tokens_seen": 795803648 }, { "epoch": 0.24, "learning_rate": 0.0007665195586760281, "loss": 1.465, "theoretical_loss": 3.7595387680558088, "tokens_seen": 795869184 }, { "epoch": 0.24, "learning_rate": 0.0007664994984954866, "loss": 1.5445, "theoretical_loss": 3.759508284725235, "tokens_seen": 795934720 }, { "epoch": 0.24, "learning_rate": 0.0007664794383149448, "loss": 1.7383, "theoretical_loss": 3.7594778046072257, "tokens_seen": 796000256 }, { "epoch": 0.24, "learning_rate": 0.0007664593781344033, "loss": 1.5825, "theoretical_loss": 3.759447327701179, "tokens_seen": 796065792 }, { "epoch": 0.24, "learning_rate": 0.0007664393179538615, "loss": 1.5201, "theoretical_loss": 3.759416854006492, "tokens_seen": 796131328 }, { "epoch": 0.24, "learning_rate": 0.00076641925777332, "loss": 1.6036, "theoretical_loss": 3.7593863835225623, "tokens_seen": 796196864 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.4926673173904419, "objective/train/docs_used": 294439, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5741297006607056, "objective/train/original_loss": 1.574129581451416, "objective/train/theoretical_loss": 3.7593559162487864, "objective/train/tokens_used": 816722400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24324657022953033, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505032539367676, "objective/train/weighted_lm_loss": 1.6535959243774414, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7593559162487864, "tokens_seen": 796262400 }, { "epoch": 0.24, "learning_rate": 0.0007663991975927784, "loss": 1.6695, "theoretical_loss": 3.7593559162487864, "tokens_seen": 796262400 }, { "epoch": 0.24, "learning_rate": 0.0007663791374122367, "loss": 1.5325, "theoretical_loss": 3.759325452184563, "tokens_seen": 796327936 }, { "epoch": 0.24, "learning_rate": 0.0007663590772316951, "loss": 1.6109, "theoretical_loss": 3.7592949913292886, "tokens_seen": 796393472 }, { "epoch": 0.24, "learning_rate": 0.0007663390170511535, "loss": 1.6423, "theoretical_loss": 3.7592645336823627, "tokens_seen": 796459008 }, { "epoch": 0.24, "learning_rate": 0.0007663189568706118, "loss": 1.5822, "theoretical_loss": 3.759234079243182, "tokens_seen": 796524544 }, { "epoch": 0.24, "learning_rate": 0.0007662988966900703, "loss": 1.5707, "theoretical_loss": 3.7592036280111456, "tokens_seen": 796590080 }, { "epoch": 0.24, "learning_rate": 0.0007662788365095285, "loss": 1.5627, "theoretical_loss": 3.759173179985652, "tokens_seen": 796655616 }, { "epoch": 0.24, "learning_rate": 0.000766258776328987, "loss": 1.4359, "theoretical_loss": 3.7591427351660993, "tokens_seen": 796721152 }, { "epoch": 0.24, "learning_rate": 0.0007662387161484453, "loss": 1.4781, "theoretical_loss": 3.759112293551887, "tokens_seen": 796786688 }, { "epoch": 0.24, "learning_rate": 0.0007662186559679037, "loss": 1.5357, "theoretical_loss": 3.759081855142413, "tokens_seen": 796852224 }, { "epoch": 0.24, "learning_rate": 0.0007661985957873621, "loss": 1.5908, "theoretical_loss": 3.7590514199370775, "tokens_seen": 796917760 }, { "epoch": 0.24, "learning_rate": 0.0007661785356068205, "loss": 1.521, "theoretical_loss": 3.759020987935279, "tokens_seen": 796983296 }, { "epoch": 0.24, "learning_rate": 0.0007661584754262788, "loss": 1.4271, "theoretical_loss": 3.758990559136417, "tokens_seen": 797048832 }, { "epoch": 0.24, "learning_rate": 0.0007661384152457373, "loss": 1.5137, "theoretical_loss": 3.7589601335398912, "tokens_seen": 797114368 }, { "epoch": 0.24, "learning_rate": 0.0007661183550651955, "loss": 1.4797, "theoretical_loss": 3.758929711145101, "tokens_seen": 797179904 }, { "epoch": 0.24, "learning_rate": 0.000766098294884654, "loss": 1.5345, "theoretical_loss": 3.7588992919514475, "tokens_seen": 797245440 }, { "epoch": 0.24, "learning_rate": 0.0007660782347041123, "loss": 1.4906, "theoretical_loss": 3.7588688759583295, "tokens_seen": 797310976 }, { "epoch": 0.24, "learning_rate": 0.0007660581745235707, "loss": 1.5565, "theoretical_loss": 3.7588384631651475, "tokens_seen": 797376512 }, { "epoch": 0.24, "learning_rate": 0.0007660381143430291, "loss": 1.5377, "theoretical_loss": 3.758808053571302, "tokens_seen": 797442048 }, { "epoch": 0.24, "learning_rate": 0.0007660180541624875, "loss": 1.6332, "theoretical_loss": 3.758777647176194, "tokens_seen": 797507584 }, { "epoch": 0.24, "learning_rate": 0.0007659979939819458, "loss": 1.6415, "theoretical_loss": 3.7587472439792236, "tokens_seen": 797573120 }, { "epoch": 0.24, "learning_rate": 0.0007659779338014042, "loss": 1.658, "theoretical_loss": 3.7587168439797916, "tokens_seen": 797638656 }, { "epoch": 0.24, "learning_rate": 0.0007659578736208626, "loss": 1.5736, "theoretical_loss": 3.7586864471772996, "tokens_seen": 797704192 }, { "epoch": 0.24, "learning_rate": 0.000765937813440321, "loss": 1.6401, "theoretical_loss": 3.7586560535711486, "tokens_seen": 797769728 }, { "epoch": 0.24, "learning_rate": 0.0007659177532597793, "loss": 1.4734, "theoretical_loss": 3.75862566316074, "tokens_seen": 797835264 }, { "epoch": 0.24, "learning_rate": 0.0007658976930792377, "loss": 1.5075, "theoretical_loss": 3.758595275945475, "tokens_seen": 797900800 }, { "epoch": 0.24, "learning_rate": 0.000765877632898696, "loss": 1.6149, "theoretical_loss": 3.758564891924755, "tokens_seen": 797966336 }, { "epoch": 0.24, "learning_rate": 0.0007658575727181545, "loss": 1.5226, "theoretical_loss": 3.7585345110979835, "tokens_seen": 798031872 }, { "epoch": 0.24, "learning_rate": 0.0007658375125376128, "loss": 1.7076, "theoretical_loss": 3.75850413346456, "tokens_seen": 798097408 }, { "epoch": 0.24, "learning_rate": 0.0007658174523570712, "loss": 1.5649, "theoretical_loss": 3.7584737590238886, "tokens_seen": 798162944 }, { "epoch": 0.24, "learning_rate": 0.0007657973921765296, "loss": 1.617, "theoretical_loss": 3.758443387775371, "tokens_seen": 798228480 }, { "epoch": 0.24, "learning_rate": 0.000765777331995988, "loss": 1.5663, "theoretical_loss": 3.75841301971841, "tokens_seen": 798294016 }, { "epoch": 0.24, "learning_rate": 0.0007657572718154464, "loss": 1.5212, "theoretical_loss": 3.7583826548524075, "tokens_seen": 798359552 }, { "epoch": 0.24, "learning_rate": 0.0007657372116349048, "loss": 1.596, "theoretical_loss": 3.758352293176767, "tokens_seen": 798425088 }, { "epoch": 0.24, "learning_rate": 0.0007657171514543631, "loss": 1.4979, "theoretical_loss": 3.7583219346908905, "tokens_seen": 798490624 }, { "epoch": 0.24, "learning_rate": 0.0007656970912738215, "loss": 1.6226, "theoretical_loss": 3.7582915793941822, "tokens_seen": 798556160 }, { "epoch": 0.24, "learning_rate": 0.00076567703109328, "loss": 1.5024, "theoretical_loss": 3.758261227286045, "tokens_seen": 798621696 }, { "epoch": 0.24, "learning_rate": 0.0007656569709127382, "loss": 1.4722, "theoretical_loss": 3.7582308783658833, "tokens_seen": 798687232 }, { "epoch": 0.24, "learning_rate": 0.0007656369107321967, "loss": 1.6263, "theoretical_loss": 3.758200532633099, "tokens_seen": 798752768 }, { "epoch": 0.24, "learning_rate": 0.0007656168505516549, "loss": 1.6312, "theoretical_loss": 3.758170190087096, "tokens_seen": 798818304 }, { "epoch": 0.24, "learning_rate": 0.0007655967903711134, "loss": 1.5286, "theoretical_loss": 3.7581398507272796, "tokens_seen": 798883840 }, { "epoch": 0.24, "learning_rate": 0.0007655767301905718, "loss": 1.5078, "theoretical_loss": 3.7581095145530536, "tokens_seen": 798949376 }, { "epoch": 0.24, "learning_rate": 0.0007655566700100301, "loss": 1.5478, "theoretical_loss": 3.7580791815638213, "tokens_seen": 799014912 }, { "epoch": 0.24, "learning_rate": 0.0007655366098294885, "loss": 1.6045, "theoretical_loss": 3.7580488517589874, "tokens_seen": 799080448 }, { "epoch": 0.24, "learning_rate": 0.000765516549648947, "loss": 1.522, "theoretical_loss": 3.758018525137957, "tokens_seen": 799145984 }, { "epoch": 0.24, "learning_rate": 0.0007654964894684052, "loss": 1.562, "theoretical_loss": 3.757988201700135, "tokens_seen": 799211520 }, { "epoch": 0.24, "learning_rate": 0.0007654764292878637, "loss": 1.6466, "theoretical_loss": 3.7579578814449253, "tokens_seen": 799277056 }, { "epoch": 0.24, "learning_rate": 0.0007654563691073219, "loss": 1.5571, "theoretical_loss": 3.757927564371734, "tokens_seen": 799342592 }, { "epoch": 0.24, "learning_rate": 0.0007654363089267804, "loss": 1.5877, "theoretical_loss": 3.7578972504799646, "tokens_seen": 799408128 }, { "epoch": 0.24, "learning_rate": 0.0007654162487462388, "loss": 1.6059, "theoretical_loss": 3.7578669397690248, "tokens_seen": 799473664 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.49627405405044556, "objective/train/docs_used": 295724, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3914297819137573, "objective/train/original_loss": 1.3914296627044678, "objective/train/theoretical_loss": 3.7578366322383188, "objective/train/tokens_used": 819999200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2465026080608368, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508806705474854, "objective/train/weighted_lm_loss": 1.4621886014938354, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7578366322383188, "tokens_seen": 799539200 }, { "epoch": 0.24, "learning_rate": 0.0007653961885656971, "loss": 1.5704, "theoretical_loss": 3.7578366322383188, "tokens_seen": 799539200 }, { "epoch": 0.24, "learning_rate": 0.0007653761283851555, "loss": 1.6183, "theoretical_loss": 3.757806327887252, "tokens_seen": 799604736 }, { "epoch": 0.24, "learning_rate": 0.0007653560682046139, "loss": 1.5425, "theoretical_loss": 3.7577760267152316, "tokens_seen": 799670272 }, { "epoch": 0.24, "learning_rate": 0.0007653360080240722, "loss": 1.5439, "theoretical_loss": 3.757745728721662, "tokens_seen": 799735808 }, { "epoch": 0.24, "learning_rate": 0.0007653159478435307, "loss": 1.4769, "theoretical_loss": 3.7577154339059504, "tokens_seen": 799801344 }, { "epoch": 0.24, "learning_rate": 0.0007652958876629889, "loss": 1.5043, "theoretical_loss": 3.757685142267503, "tokens_seen": 799866880 }, { "epoch": 0.24, "learning_rate": 0.0007652758274824474, "loss": 1.6786, "theoretical_loss": 3.757654853805726, "tokens_seen": 799932416 }, { "epoch": 0.24, "learning_rate": 0.0007652557673019057, "loss": 1.5794, "theoretical_loss": 3.7576245685200265, "tokens_seen": 799997952 }, { "epoch": 0.24, "learning_rate": 0.0007652357071213641, "loss": 1.4718, "theoretical_loss": 3.7575942864098106, "tokens_seen": 800063488 }, { "epoch": 0.24, "learning_rate": 0.0007652156469408225, "loss": 1.5616, "theoretical_loss": 3.7575640074744863, "tokens_seen": 800129024 }, { "epoch": 0.24, "learning_rate": 0.0007651955867602809, "loss": 1.5145, "theoretical_loss": 3.757533731713459, "tokens_seen": 800194560 }, { "epoch": 0.24, "learning_rate": 0.0007651755265797392, "loss": 1.5734, "theoretical_loss": 3.757503459126138, "tokens_seen": 800260096 }, { "epoch": 0.24, "learning_rate": 0.0007651554663991977, "loss": 1.4753, "theoretical_loss": 3.75747318971193, "tokens_seen": 800325632 }, { "epoch": 0.24, "learning_rate": 0.000765135406218656, "loss": 1.5605, "theoretical_loss": 3.757442923470242, "tokens_seen": 800391168 }, { "epoch": 0.24, "learning_rate": 0.0007651153460381144, "loss": 1.5342, "theoretical_loss": 3.7574126604004823, "tokens_seen": 800456704 }, { "epoch": 0.24, "learning_rate": 0.0007650952858575727, "loss": 1.5264, "theoretical_loss": 3.757382400502059, "tokens_seen": 800522240 }, { "epoch": 0.24, "learning_rate": 0.0007650752256770311, "loss": 1.4892, "theoretical_loss": 3.7573521437743795, "tokens_seen": 800587776 }, { "epoch": 0.24, "learning_rate": 0.0007650551654964895, "loss": 1.5665, "theoretical_loss": 3.7573218902168524, "tokens_seen": 800653312 }, { "epoch": 0.24, "learning_rate": 0.0007650351053159479, "loss": 1.54, "theoretical_loss": 3.7572916398288867, "tokens_seen": 800718848 }, { "epoch": 0.24, "learning_rate": 0.0007650150451354062, "loss": 1.5566, "theoretical_loss": 3.75726139260989, "tokens_seen": 800784384 }, { "epoch": 0.24, "learning_rate": 0.0007649949849548646, "loss": 1.641, "theoretical_loss": 3.7572311485592715, "tokens_seen": 800849920 }, { "epoch": 0.24, "learning_rate": 0.000764974924774323, "loss": 1.4919, "theoretical_loss": 3.7572009076764403, "tokens_seen": 800915456 }, { "epoch": 0.24, "learning_rate": 0.0007649548645937814, "loss": 1.4822, "theoretical_loss": 3.757170669960805, "tokens_seen": 800980992 }, { "epoch": 0.24, "learning_rate": 0.0007649348044132397, "loss": 1.5841, "theoretical_loss": 3.7571404354117752, "tokens_seen": 801046528 }, { "epoch": 0.24, "learning_rate": 0.0007649147442326981, "loss": 1.5572, "theoretical_loss": 3.7571102040287596, "tokens_seen": 801112064 }, { "epoch": 0.24, "learning_rate": 0.0007648946840521564, "loss": 1.5954, "theoretical_loss": 3.7570799758111684, "tokens_seen": 801177600 }, { "epoch": 0.24, "learning_rate": 0.0007648746238716149, "loss": 1.5706, "theoretical_loss": 3.757049750758411, "tokens_seen": 801243136 }, { "epoch": 0.24, "learning_rate": 0.0007648545636910732, "loss": 1.6164, "theoretical_loss": 3.757019528869897, "tokens_seen": 801308672 }, { "epoch": 0.24, "learning_rate": 0.0007648345035105316, "loss": 1.7327, "theoretical_loss": 3.7569893101450367, "tokens_seen": 801374208 }, { "epoch": 0.24, "learning_rate": 0.00076481444332999, "loss": 1.6002, "theoretical_loss": 3.75695909458324, "tokens_seen": 801439744 }, { "epoch": 0.24, "learning_rate": 0.0007647943831494484, "loss": 1.6242, "theoretical_loss": 3.7569288821839173, "tokens_seen": 801505280 }, { "epoch": 0.24, "learning_rate": 0.0007647743229689067, "loss": 1.663, "theoretical_loss": 3.7568986729464795, "tokens_seen": 801570816 }, { "epoch": 0.24, "learning_rate": 0.0007647542627883652, "loss": 1.6457, "theoretical_loss": 3.756868466870337, "tokens_seen": 801636352 }, { "epoch": 0.24, "learning_rate": 0.0007647342026078234, "loss": 1.6119, "theoretical_loss": 3.7568382639549, "tokens_seen": 801701888 }, { "epoch": 0.24, "learning_rate": 0.0007647141424272819, "loss": 1.5575, "theoretical_loss": 3.75680806419958, "tokens_seen": 801767424 }, { "epoch": 0.24, "learning_rate": 0.0007646940822467402, "loss": 1.6001, "theoretical_loss": 3.7567778676037875, "tokens_seen": 801832960 }, { "epoch": 0.24, "learning_rate": 0.0007646740220661986, "loss": 1.5751, "theoretical_loss": 3.7567476741669346, "tokens_seen": 801898496 }, { "epoch": 0.24, "learning_rate": 0.000764653961885657, "loss": 1.5877, "theoretical_loss": 3.756717483888432, "tokens_seen": 801964032 }, { "epoch": 0.24, "learning_rate": 0.0007646339017051153, "loss": 1.6035, "theoretical_loss": 3.7566872967676916, "tokens_seen": 802029568 }, { "epoch": 0.24, "learning_rate": 0.0007646138415245737, "loss": 1.6353, "theoretical_loss": 3.7566571128041257, "tokens_seen": 802095104 }, { "epoch": 0.24, "learning_rate": 0.0007645937813440322, "loss": 1.4843, "theoretical_loss": 3.756626931997145, "tokens_seen": 802160640 }, { "epoch": 0.24, "learning_rate": 0.0007645737211634904, "loss": 1.4345, "theoretical_loss": 3.756596754346162, "tokens_seen": 802226176 }, { "epoch": 0.24, "learning_rate": 0.0007645536609829489, "loss": 1.5597, "theoretical_loss": 3.756566579850589, "tokens_seen": 802291712 }, { "epoch": 0.24, "learning_rate": 0.0007645336008024071, "loss": 1.5042, "theoretical_loss": 3.756536408509839, "tokens_seen": 802357248 }, { "epoch": 0.24, "learning_rate": 0.0007645135406218656, "loss": 1.5465, "theoretical_loss": 3.7565062403233234, "tokens_seen": 802422784 }, { "epoch": 0.24, "learning_rate": 0.000764493480441324, "loss": 1.4479, "theoretical_loss": 3.7564760752904554, "tokens_seen": 802488320 }, { "epoch": 0.24, "learning_rate": 0.0007644734202607823, "loss": 1.5013, "theoretical_loss": 3.756445913410648, "tokens_seen": 802553856 }, { "epoch": 0.24, "learning_rate": 0.0007644533600802407, "loss": 1.5074, "theoretical_loss": 3.7564157546833132, "tokens_seen": 802619392 }, { "epoch": 0.24, "learning_rate": 0.0007644332998996992, "loss": 1.5272, "theoretical_loss": 3.7563855991078654, "tokens_seen": 802684928 }, { "epoch": 0.24, "learning_rate": 0.0007644132397191574, "loss": 1.4647, "theoretical_loss": 3.7563554466837177, "tokens_seen": 802750464 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.4896015524864197, "objective/train/docs_used": 296852, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4510241746902466, "objective/train/original_loss": 1.451024055480957, "objective/train/theoretical_loss": 3.7563252974102825, "objective/train/tokens_used": 823276000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24044343829154968, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501824617385864, "objective/train/weighted_lm_loss": 1.5239347219467163, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7563252974102825, "tokens_seen": 802816000 }, { "epoch": 0.24, "learning_rate": 0.0007643931795386159, "loss": 1.4638, "theoretical_loss": 3.7563252974102825, "tokens_seen": 802816000 }, { "epoch": 0.24, "learning_rate": 0.0007643731193580741, "loss": 1.4675, "theoretical_loss": 3.7562951512869747, "tokens_seen": 802881536 }, { "epoch": 0.24, "learning_rate": 0.0007643530591775326, "loss": 1.4929, "theoretical_loss": 3.7562650083132074, "tokens_seen": 802947072 }, { "epoch": 0.24, "learning_rate": 0.000764332998996991, "loss": 1.5849, "theoretical_loss": 3.7562348684883946, "tokens_seen": 803012608 }, { "epoch": 0.24, "learning_rate": 0.0007643129388164493, "loss": 1.5851, "theoretical_loss": 3.75620473181195, "tokens_seen": 803078144 }, { "epoch": 0.24, "learning_rate": 0.0007642928786359077, "loss": 1.4552, "theoretical_loss": 3.7561745982832893, "tokens_seen": 803143680 }, { "epoch": 0.24, "learning_rate": 0.0007642728184553661, "loss": 1.7135, "theoretical_loss": 3.756144467901825, "tokens_seen": 803209216 }, { "epoch": 0.24, "learning_rate": 0.0007642527582748245, "loss": 1.5736, "theoretical_loss": 3.756114340666973, "tokens_seen": 803274752 }, { "epoch": 0.24, "learning_rate": 0.0007642326980942829, "loss": 1.6051, "theoretical_loss": 3.7560842165781474, "tokens_seen": 803340288 }, { "epoch": 0.24, "learning_rate": 0.0007642126379137413, "loss": 1.5655, "theoretical_loss": 3.756054095634763, "tokens_seen": 803405824 }, { "epoch": 0.24, "learning_rate": 0.0007641925777331996, "loss": 1.5547, "theoretical_loss": 3.756023977836235, "tokens_seen": 803471360 }, { "epoch": 0.24, "learning_rate": 0.0007641725175526581, "loss": 1.4984, "theoretical_loss": 3.7559938631819794, "tokens_seen": 803536896 }, { "epoch": 0.24, "learning_rate": 0.0007641524573721163, "loss": 1.6292, "theoretical_loss": 3.7559637516714095, "tokens_seen": 803602432 }, { "epoch": 0.24, "learning_rate": 0.0007641323971915748, "loss": 1.5461, "theoretical_loss": 3.7559336433039427, "tokens_seen": 803667968 }, { "epoch": 0.24, "learning_rate": 0.0007641123370110331, "loss": 1.5325, "theoretical_loss": 3.755903538078994, "tokens_seen": 803733504 }, { "epoch": 0.24, "learning_rate": 0.0007640922768304915, "loss": 1.5873, "theoretical_loss": 3.755873435995979, "tokens_seen": 803799040 }, { "epoch": 0.24, "learning_rate": 0.0007640722166499499, "loss": 1.586, "theoretical_loss": 3.755843337054314, "tokens_seen": 803864576 }, { "epoch": 0.24, "learning_rate": 0.0007640521564694083, "loss": 1.652, "theoretical_loss": 3.755813241253415, "tokens_seen": 803930112 }, { "epoch": 0.24, "learning_rate": 0.0007640320962888666, "loss": 1.6816, "theoretical_loss": 3.7557831485926982, "tokens_seen": 803995648 }, { "epoch": 0.24, "learning_rate": 0.000764012036108325, "loss": 1.6526, "theoretical_loss": 3.75575305907158, "tokens_seen": 804061184 }, { "epoch": 0.24, "learning_rate": 0.0007639919759277834, "loss": 1.6643, "theoretical_loss": 3.755722972689477, "tokens_seen": 804126720 }, { "epoch": 0.24, "learning_rate": 0.0007639719157472418, "loss": 1.5262, "theoretical_loss": 3.7556928894458057, "tokens_seen": 804192256 }, { "epoch": 0.24, "learning_rate": 0.0007639518555667001, "loss": 1.527, "theoretical_loss": 3.7556628093399835, "tokens_seen": 804257792 }, { "epoch": 0.24, "learning_rate": 0.0007639317953861585, "loss": 1.6366, "theoretical_loss": 3.755632732371428, "tokens_seen": 804323328 }, { "epoch": 0.24, "learning_rate": 0.0007639117352056168, "loss": 1.6131, "theoretical_loss": 3.7556026585395546, "tokens_seen": 804388864 }, { "epoch": 0.24, "learning_rate": 0.0007638916750250753, "loss": 1.574, "theoretical_loss": 3.7555725878437825, "tokens_seen": 804454400 }, { "epoch": 0.24, "learning_rate": 0.0007638716148445336, "loss": 1.6765, "theoretical_loss": 3.7555425202835275, "tokens_seen": 804519936 }, { "epoch": 0.24, "learning_rate": 0.000763851554663992, "loss": 1.4982, "theoretical_loss": 3.755512455858209, "tokens_seen": 804585472 }, { "epoch": 0.24, "learning_rate": 0.0007638314944834504, "loss": 1.4189, "theoretical_loss": 3.755482394567244, "tokens_seen": 804651008 }, { "epoch": 0.24, "learning_rate": 0.0007638114343029088, "loss": 1.4694, "theoretical_loss": 3.75545233641005, "tokens_seen": 804716544 }, { "epoch": 0.24, "learning_rate": 0.0007637913741223671, "loss": 1.5377, "theoretical_loss": 3.7554222813860463, "tokens_seen": 804782080 }, { "epoch": 0.24, "learning_rate": 0.0007637713139418256, "loss": 1.5802, "theoretical_loss": 3.75539222949465, "tokens_seen": 804847616 }, { "epoch": 0.24, "learning_rate": 0.0007637512537612838, "loss": 1.5712, "theoretical_loss": 3.755362180735281, "tokens_seen": 804913152 }, { "epoch": 0.24, "learning_rate": 0.0007637311935807423, "loss": 1.5611, "theoretical_loss": 3.7553321351073556, "tokens_seen": 804978688 }, { "epoch": 0.24, "learning_rate": 0.0007637111334002006, "loss": 1.5236, "theoretical_loss": 3.7553020926102954, "tokens_seen": 805044224 }, { "epoch": 0.24, "learning_rate": 0.000763691073219659, "loss": 1.4657, "theoretical_loss": 3.7552720532435173, "tokens_seen": 805109760 }, { "epoch": 0.24, "learning_rate": 0.0007636710130391174, "loss": 1.6226, "theoretical_loss": 3.7552420170064407, "tokens_seen": 805175296 }, { "epoch": 0.24, "learning_rate": 0.0007636509528585757, "loss": 1.6492, "theoretical_loss": 3.755211983898486, "tokens_seen": 805240832 }, { "epoch": 0.24, "learning_rate": 0.0007636308926780341, "loss": 1.611, "theoretical_loss": 3.755181953919071, "tokens_seen": 805306368 }, { "epoch": 0.24, "learning_rate": 0.0007636108324974926, "loss": 1.4535, "theoretical_loss": 3.755151927067616, "tokens_seen": 805371904 }, { "epoch": 0.24, "learning_rate": 0.0007635907723169508, "loss": 1.575, "theoretical_loss": 3.755121903343541, "tokens_seen": 805437440 }, { "epoch": 0.24, "learning_rate": 0.0007635707121364093, "loss": 1.6457, "theoretical_loss": 3.755091882746265, "tokens_seen": 805502976 }, { "epoch": 0.24, "learning_rate": 0.0007635506519558675, "loss": 1.5593, "theoretical_loss": 3.755061865275209, "tokens_seen": 805568512 }, { "epoch": 0.24, "learning_rate": 0.000763530591775326, "loss": 1.6587, "theoretical_loss": 3.755031850929792, "tokens_seen": 805634048 }, { "epoch": 0.24, "learning_rate": 0.0007635105315947844, "loss": 1.5347, "theoretical_loss": 3.7550018397094354, "tokens_seen": 805699584 }, { "epoch": 0.24, "learning_rate": 0.0007634904714142427, "loss": 1.5105, "theoretical_loss": 3.7549718316135596, "tokens_seen": 805765120 }, { "epoch": 0.24, "learning_rate": 0.0007634704112337011, "loss": 1.595, "theoretical_loss": 3.754941826641584, "tokens_seen": 805830656 }, { "epoch": 0.24, "learning_rate": 0.0007634503510531596, "loss": 1.6457, "theoretical_loss": 3.7549118247929307, "tokens_seen": 805896192 }, { "epoch": 0.24, "learning_rate": 0.0007634302908726178, "loss": 1.5186, "theoretical_loss": 3.7548818260670203, "tokens_seen": 805961728 }, { "epoch": 0.24, "learning_rate": 0.0007634102306920763, "loss": 1.459, "theoretical_loss": 3.7548518304632736, "tokens_seen": 806027264 }, { "epoch": 0.24, "objective/train/advantage_avg": 0.49647656083106995, "objective/train/docs_used": 297892, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4915120601654053, "objective/train/original_loss": 1.4915121793746948, "objective/train/theoretical_loss": 3.754821837981112, "objective/train/tokens_used": 826552800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24659492075443268, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0509014129638672, "objective/train/weighted_lm_loss": 1.5673531293869019, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 3.754821837981112, "tokens_seen": 806092800 }, { "epoch": 0.24, "learning_rate": 0.0007633901705115345, "loss": 1.481, "theoretical_loss": 3.754821837981112, "tokens_seen": 806092800 }, { "epoch": 0.24, "learning_rate": 0.000763370110330993, "loss": 1.5951, "theoretical_loss": 3.7547918486199565, "tokens_seen": 806158336 }, { "epoch": 0.24, "learning_rate": 0.0007633500501504514, "loss": 1.5771, "theoretical_loss": 3.7547618623792296, "tokens_seen": 806223872 }, { "epoch": 0.24, "learning_rate": 0.0007633299899699097, "loss": 1.4961, "theoretical_loss": 3.7547318792583524, "tokens_seen": 806289408 }, { "epoch": 0.24, "learning_rate": 0.0007633099297893681, "loss": 1.4961, "theoretical_loss": 3.7547018992567462, "tokens_seen": 806354944 }, { "epoch": 0.24, "learning_rate": 0.0007632898696088265, "loss": 1.6869, "theoretical_loss": 3.7546719223738343, "tokens_seen": 806420480 }, { "epoch": 0.24, "learning_rate": 0.0007632698094282848, "loss": 1.6951, "theoretical_loss": 3.754641948609038, "tokens_seen": 806486016 }, { "epoch": 0.24, "learning_rate": 0.0007632497492477433, "loss": 1.5878, "theoretical_loss": 3.7546119779617797, "tokens_seen": 806551552 }, { "epoch": 0.24, "learning_rate": 0.0007632296890672016, "loss": 1.4295, "theoretical_loss": 3.7545820104314815, "tokens_seen": 806617088 }, { "epoch": 0.24, "learning_rate": 0.00076320962888666, "loss": 1.4463, "theoretical_loss": 3.7545520460175674, "tokens_seen": 806682624 }, { "epoch": 0.24, "learning_rate": 0.0007631895687061183, "loss": 1.54, "theoretical_loss": 3.7545220847194587, "tokens_seen": 806748160 }, { "epoch": 0.24, "learning_rate": 0.0007631695085255767, "loss": 1.4753, "theoretical_loss": 3.7544921265365794, "tokens_seen": 806813696 }, { "epoch": 0.24, "learning_rate": 0.0007631494483450351, "loss": 1.5589, "theoretical_loss": 3.7544621714683517, "tokens_seen": 806879232 }, { "epoch": 0.24, "learning_rate": 0.0007631293881644935, "loss": 1.5648, "theoretical_loss": 3.7544322195141993, "tokens_seen": 806944768 }, { "epoch": 0.24, "learning_rate": 0.0007631093279839518, "loss": 1.5855, "theoretical_loss": 3.7544022706735456, "tokens_seen": 807010304 }, { "epoch": 0.24, "learning_rate": 0.0007630892678034103, "loss": 1.4236, "theoretical_loss": 3.7543723249458134, "tokens_seen": 807075840 }, { "epoch": 0.24, "learning_rate": 0.0007630692076228686, "loss": 1.589, "theoretical_loss": 3.754342382330428, "tokens_seen": 807141376 }, { "epoch": 0.24, "learning_rate": 0.000763049147442327, "loss": 1.505, "theoretical_loss": 3.754312442826812, "tokens_seen": 807206912 }, { "epoch": 0.24, "learning_rate": 0.0007630290872617853, "loss": 1.5345, "theoretical_loss": 3.75428250643439, "tokens_seen": 807272448 }, { "epoch": 0.24, "learning_rate": 0.0007630090270812438, "loss": 1.5404, "theoretical_loss": 3.754252573152585, "tokens_seen": 807337984 }, { "epoch": 0.24, "learning_rate": 0.0007629889669007021, "loss": 1.4598, "theoretical_loss": 3.7542226429808236, "tokens_seen": 807403520 }, { "epoch": 0.24, "learning_rate": 0.0007629689067201605, "loss": 1.5297, "theoretical_loss": 3.754192715918528, "tokens_seen": 807469056 }, { "epoch": 0.24, "learning_rate": 0.0007629488465396188, "loss": 1.5178, "theoretical_loss": 3.754162791965124, "tokens_seen": 807534592 }, { "epoch": 0.24, "learning_rate": 0.0007629287863590772, "loss": 1.4608, "theoretical_loss": 3.754132871120036, "tokens_seen": 807600128 }, { "epoch": 0.24, "learning_rate": 0.0007629087261785356, "loss": 1.4949, "theoretical_loss": 3.7541029533826893, "tokens_seen": 807665664 }, { "epoch": 0.24, "learning_rate": 0.000762888665997994, "loss": 1.6127, "theoretical_loss": 3.7540730387525088, "tokens_seen": 807731200 }, { "epoch": 0.24, "learning_rate": 0.0007628686058174523, "loss": 1.4522, "theoretical_loss": 3.754043127228919, "tokens_seen": 807796736 }, { "epoch": 0.24, "learning_rate": 0.0007628485456369108, "loss": 1.4974, "theoretical_loss": 3.7540132188113464, "tokens_seen": 807862272 }, { "epoch": 0.24, "learning_rate": 0.0007628284854563691, "loss": 1.5383, "theoretical_loss": 3.7539833134992158, "tokens_seen": 807927808 }, { "epoch": 0.24, "learning_rate": 0.0007628084252758275, "loss": 1.5344, "theoretical_loss": 3.7539534112919535, "tokens_seen": 807993344 }, { "epoch": 0.24, "learning_rate": 0.0007627883650952858, "loss": 1.6219, "theoretical_loss": 3.753923512188985, "tokens_seen": 808058880 }, { "epoch": 0.24, "learning_rate": 0.0007627683049147442, "loss": 1.5747, "theoretical_loss": 3.7538936161897363, "tokens_seen": 808124416 }, { "epoch": 0.24, "learning_rate": 0.0007627482447342027, "loss": 1.6211, "theoretical_loss": 3.753863723293634, "tokens_seen": 808189952 }, { "epoch": 0.24, "learning_rate": 0.000762728184553661, "loss": 1.4984, "theoretical_loss": 3.753833833500103, "tokens_seen": 808255488 }, { "epoch": 0.24, "learning_rate": 0.0007627081243731194, "loss": 1.5326, "theoretical_loss": 3.7538039468085715, "tokens_seen": 808321024 }, { "epoch": 0.24, "learning_rate": 0.0007626880641925778, "loss": 1.6157, "theoretical_loss": 3.753774063218465, "tokens_seen": 808386560 }, { "epoch": 0.24, "learning_rate": 0.0007626680040120361, "loss": 1.5569, "theoretical_loss": 3.7537441827292106, "tokens_seen": 808452096 }, { "epoch": 0.25, "learning_rate": 0.0007626479438314945, "loss": 1.4794, "theoretical_loss": 3.7537143053402353, "tokens_seen": 808517632 }, { "epoch": 0.25, "learning_rate": 0.000762627883650953, "loss": 1.6081, "theoretical_loss": 3.7536844310509663, "tokens_seen": 808583168 }, { "epoch": 0.25, "learning_rate": 0.0007626078234704112, "loss": 1.6485, "theoretical_loss": 3.7536545598608306, "tokens_seen": 808648704 }, { "epoch": 0.25, "learning_rate": 0.0007625877632898697, "loss": 1.5082, "theoretical_loss": 3.753624691769255, "tokens_seen": 808714240 }, { "epoch": 0.25, "learning_rate": 0.0007625677031093279, "loss": 1.5468, "theoretical_loss": 3.753594826775668, "tokens_seen": 808779776 }, { "epoch": 0.25, "learning_rate": 0.0007625476429287864, "loss": 1.4947, "theoretical_loss": 3.753564964879497, "tokens_seen": 808845312 }, { "epoch": 0.25, "learning_rate": 0.0007625275827482448, "loss": 1.6366, "theoretical_loss": 3.75353510608017, "tokens_seen": 808910848 }, { "epoch": 0.25, "learning_rate": 0.0007625075225677031, "loss": 1.7082, "theoretical_loss": 3.7535052503771142, "tokens_seen": 808976384 }, { "epoch": 0.25, "learning_rate": 0.0007624874623871615, "loss": 1.5346, "theoretical_loss": 3.7534753977697584, "tokens_seen": 809041920 }, { "epoch": 0.25, "learning_rate": 0.00076246740220662, "loss": 1.4791, "theoretical_loss": 3.7534455482575306, "tokens_seen": 809107456 }, { "epoch": 0.25, "learning_rate": 0.0007624473420260782, "loss": 1.5342, "theoretical_loss": 3.7534157018398595, "tokens_seen": 809172992 }, { "epoch": 0.25, "learning_rate": 0.0007624272818455367, "loss": 1.5631, "theoretical_loss": 3.7533858585161735, "tokens_seen": 809238528 }, { "epoch": 0.25, "learning_rate": 0.000762407221664995, "loss": 1.6056, "theoretical_loss": 3.7533560182859014, "tokens_seen": 809304064 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.49424847960472107, "objective/train/docs_used": 298985, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5160239934921265, "objective/train/original_loss": 1.516023874282837, "objective/train/theoretical_loss": 3.753326181148472, "objective/train/tokens_used": 829829600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24453648924827576, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506681203842163, "objective/train/weighted_lm_loss": 1.5927289724349976, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.753326181148472, "tokens_seen": 809369600 }, { "epoch": 0.25, "learning_rate": 0.0007623871614844534, "loss": 1.6231, "theoretical_loss": 3.753326181148472, "tokens_seen": 809369600 }, { "epoch": 0.25, "learning_rate": 0.0007623671013039118, "loss": 1.6126, "theoretical_loss": 3.7532963471033147, "tokens_seen": 809435136 }, { "epoch": 0.25, "learning_rate": 0.0007623470411233701, "loss": 1.5947, "theoretical_loss": 3.753266516149858, "tokens_seen": 809500672 }, { "epoch": 0.25, "learning_rate": 0.0007623269809428285, "loss": 1.5415, "theoretical_loss": 3.753236688287532, "tokens_seen": 809566208 }, { "epoch": 0.25, "learning_rate": 0.0007623069207622869, "loss": 1.5001, "theoretical_loss": 3.7532068635157656, "tokens_seen": 809631744 }, { "epoch": 0.25, "learning_rate": 0.0007622868605817452, "loss": 1.6053, "theoretical_loss": 3.7531770418339887, "tokens_seen": 809697280 }, { "epoch": 0.25, "learning_rate": 0.0007622668004012037, "loss": 1.5351, "theoretical_loss": 3.7531472232416316, "tokens_seen": 809762816 }, { "epoch": 0.25, "learning_rate": 0.000762246740220662, "loss": 1.4707, "theoretical_loss": 3.753117407738123, "tokens_seen": 809828352 }, { "epoch": 0.25, "learning_rate": 0.0007622266800401204, "loss": 1.4867, "theoretical_loss": 3.753087595322894, "tokens_seen": 809893888 }, { "epoch": 0.25, "learning_rate": 0.0007622066198595787, "loss": 1.4865, "theoretical_loss": 3.7530577859953747, "tokens_seen": 809959424 }, { "epoch": 0.25, "learning_rate": 0.0007621865596790371, "loss": 1.5121, "theoretical_loss": 3.7530279797549957, "tokens_seen": 810024960 }, { "epoch": 0.25, "learning_rate": 0.0007621664994984955, "loss": 1.4604, "theoretical_loss": 3.752998176601187, "tokens_seen": 810090496 }, { "epoch": 0.25, "learning_rate": 0.0007621464393179539, "loss": 1.4833, "theoretical_loss": 3.7529683765333792, "tokens_seen": 810156032 }, { "epoch": 0.25, "learning_rate": 0.0007621263791374122, "loss": 1.5999, "theoretical_loss": 3.752938579551004, "tokens_seen": 810221568 }, { "epoch": 0.25, "learning_rate": 0.0007621063189568707, "loss": 1.4885, "theoretical_loss": 3.752908785653492, "tokens_seen": 810287104 }, { "epoch": 0.25, "learning_rate": 0.000762086258776329, "loss": 1.4622, "theoretical_loss": 3.752878994840274, "tokens_seen": 810352640 }, { "epoch": 0.25, "learning_rate": 0.0007620661985957874, "loss": 1.5815, "theoretical_loss": 3.752849207110782, "tokens_seen": 810418176 }, { "epoch": 0.25, "learning_rate": 0.0007620461384152457, "loss": 1.5143, "theoretical_loss": 3.752819422464447, "tokens_seen": 810483712 }, { "epoch": 0.25, "learning_rate": 0.0007620260782347042, "loss": 1.547, "theoretical_loss": 3.7527896409007004, "tokens_seen": 810549248 }, { "epoch": 0.25, "learning_rate": 0.0007620060180541625, "loss": 1.6519, "theoretical_loss": 3.7527598624189746, "tokens_seen": 810614784 }, { "epoch": 0.25, "learning_rate": 0.0007619859578736209, "loss": 1.5236, "theoretical_loss": 3.7527300870187013, "tokens_seen": 810680320 }, { "epoch": 0.25, "learning_rate": 0.0007619658976930792, "loss": 1.6837, "theoretical_loss": 3.752700314699312, "tokens_seen": 810745856 }, { "epoch": 0.25, "learning_rate": 0.0007619458375125376, "loss": 1.4664, "theoretical_loss": 3.7526705454602394, "tokens_seen": 810811392 }, { "epoch": 0.25, "learning_rate": 0.000761925777331996, "loss": 1.5867, "theoretical_loss": 3.7526407793009158, "tokens_seen": 810876928 }, { "epoch": 0.25, "learning_rate": 0.0007619057171514544, "loss": 1.5876, "theoretical_loss": 3.752611016220774, "tokens_seen": 810942464 }, { "epoch": 0.25, "learning_rate": 0.0007618856569709127, "loss": 1.4822, "theoretical_loss": 3.752581256219247, "tokens_seen": 811008000 }, { "epoch": 0.25, "learning_rate": 0.0007618655967903712, "loss": 1.6021, "theoretical_loss": 3.752551499295766, "tokens_seen": 811073536 }, { "epoch": 0.25, "learning_rate": 0.0007618455366098295, "loss": 1.603, "theoretical_loss": 3.7525217454497657, "tokens_seen": 811139072 }, { "epoch": 0.25, "learning_rate": 0.0007618254764292879, "loss": 1.5399, "theoretical_loss": 3.7524919946806783, "tokens_seen": 811204608 }, { "epoch": 0.25, "learning_rate": 0.0007618054162487462, "loss": 1.5038, "theoretical_loss": 3.752462246987937, "tokens_seen": 811270144 }, { "epoch": 0.25, "learning_rate": 0.0007617853560682046, "loss": 1.5469, "theoretical_loss": 3.7524325023709757, "tokens_seen": 811335680 }, { "epoch": 0.25, "learning_rate": 0.000761765295887663, "loss": 1.4333, "theoretical_loss": 3.752402760829227, "tokens_seen": 811401216 }, { "epoch": 0.25, "learning_rate": 0.0007617452357071214, "loss": 1.5553, "theoretical_loss": 3.7523730223621268, "tokens_seen": 811466752 }, { "epoch": 0.25, "learning_rate": 0.0007617251755265797, "loss": 1.5283, "theoretical_loss": 3.752343286969107, "tokens_seen": 811532288 }, { "epoch": 0.25, "learning_rate": 0.0007617051153460382, "loss": 1.4444, "theoretical_loss": 3.7523135546496023, "tokens_seen": 811597824 }, { "epoch": 0.25, "learning_rate": 0.0007616850551654964, "loss": 1.5561, "theoretical_loss": 3.7522838254030466, "tokens_seen": 811663360 }, { "epoch": 0.25, "learning_rate": 0.0007616649949849549, "loss": 1.596, "theoretical_loss": 3.752254099228874, "tokens_seen": 811728896 }, { "epoch": 0.25, "learning_rate": 0.0007616449348044133, "loss": 1.5323, "theoretical_loss": 3.75222437612652, "tokens_seen": 811794432 }, { "epoch": 0.25, "learning_rate": 0.0007616248746238716, "loss": 1.5573, "theoretical_loss": 3.7521946560954182, "tokens_seen": 811859968 }, { "epoch": 0.25, "learning_rate": 0.00076160481444333, "loss": 1.4836, "theoretical_loss": 3.7521649391350036, "tokens_seen": 811925504 }, { "epoch": 0.25, "learning_rate": 0.0007615847542627883, "loss": 1.531, "theoretical_loss": 3.7521352252447118, "tokens_seen": 811991040 }, { "epoch": 0.25, "learning_rate": 0.0007615646940822467, "loss": 1.6164, "theoretical_loss": 3.7521055144239766, "tokens_seen": 812056576 }, { "epoch": 0.25, "learning_rate": 0.0007615446339017052, "loss": 1.5664, "theoretical_loss": 3.7520758066722344, "tokens_seen": 812122112 }, { "epoch": 0.25, "learning_rate": 0.0007615245737211634, "loss": 1.4759, "theoretical_loss": 3.75204610198892, "tokens_seen": 812187648 }, { "epoch": 0.25, "learning_rate": 0.0007615045135406219, "loss": 1.4986, "theoretical_loss": 3.752016400373469, "tokens_seen": 812253184 }, { "epoch": 0.25, "learning_rate": 0.0007614844533600803, "loss": 1.508, "theoretical_loss": 3.751986701825317, "tokens_seen": 812318720 }, { "epoch": 0.25, "learning_rate": 0.0007614643931795386, "loss": 1.5801, "theoretical_loss": 3.7519570063438996, "tokens_seen": 812384256 }, { "epoch": 0.25, "learning_rate": 0.000761444332998997, "loss": 1.6145, "theoretical_loss": 3.751927313928654, "tokens_seen": 812449792 }, { "epoch": 0.25, "learning_rate": 0.0007614242728184553, "loss": 1.5285, "theoretical_loss": 3.7518976245790148, "tokens_seen": 812515328 }, { "epoch": 0.25, "learning_rate": 0.0007614042126379137, "loss": 1.4732, "theoretical_loss": 3.7518679382944184, "tokens_seen": 812580864 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.49399682879447937, "objective/train/docs_used": 300102, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4264678955078125, "objective/train/original_loss": 1.4264678955078125, "objective/train/theoretical_loss": 3.7518382550743024, "objective/train/tokens_used": 833106400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24423182010650635, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506412982940674, "objective/train/weighted_lm_loss": 1.498720407485962, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7518382550743024, "tokens_seen": 812646400 }, { "epoch": 0.25, "learning_rate": 0.0007613841524573722, "loss": 1.5452, "theoretical_loss": 3.7518382550743024, "tokens_seen": 812646400 }, { "epoch": 0.25, "learning_rate": 0.0007613640922768304, "loss": 1.6556, "theoretical_loss": 3.751808574918102, "tokens_seen": 812711936 }, { "epoch": 0.25, "learning_rate": 0.0007613440320962889, "loss": 1.5226, "theoretical_loss": 3.751778897825255, "tokens_seen": 812777472 }, { "epoch": 0.25, "learning_rate": 0.0007613239719157472, "loss": 1.5707, "theoretical_loss": 3.7517492237951973, "tokens_seen": 812843008 }, { "epoch": 0.25, "learning_rate": 0.0007613039117352056, "loss": 1.5391, "theoretical_loss": 3.7517195528273666, "tokens_seen": 812908544 }, { "epoch": 0.25, "learning_rate": 0.000761283851554664, "loss": 1.5547, "theoretical_loss": 3.7516898849211993, "tokens_seen": 812974080 }, { "epoch": 0.25, "learning_rate": 0.0007612637913741224, "loss": 1.5946, "theoretical_loss": 3.751660220076134, "tokens_seen": 813039616 }, { "epoch": 0.25, "learning_rate": 0.0007612437311935808, "loss": 1.441, "theoretical_loss": 3.751630558291607, "tokens_seen": 813105152 }, { "epoch": 0.25, "learning_rate": 0.0007612236710130391, "loss": 1.5622, "theoretical_loss": 3.751600899567057, "tokens_seen": 813170688 }, { "epoch": 0.25, "learning_rate": 0.0007612036108324975, "loss": 1.3893, "theoretical_loss": 3.75157124390192, "tokens_seen": 813236224 }, { "epoch": 0.25, "learning_rate": 0.0007611835506519559, "loss": 1.4786, "theoretical_loss": 3.7515415912956356, "tokens_seen": 813301760 }, { "epoch": 0.25, "learning_rate": 0.0007611634904714143, "loss": 1.557, "theoretical_loss": 3.751511941747641, "tokens_seen": 813367296 }, { "epoch": 0.25, "learning_rate": 0.0007611434302908726, "loss": 1.4311, "theoretical_loss": 3.7514822952573743, "tokens_seen": 813432832 }, { "epoch": 0.25, "learning_rate": 0.0007611233701103311, "loss": 1.519, "theoretical_loss": 3.7514526518242746, "tokens_seen": 813498368 }, { "epoch": 0.25, "learning_rate": 0.0007611033099297894, "loss": 1.62, "theoretical_loss": 3.7514230114477796, "tokens_seen": 813563904 }, { "epoch": 0.25, "learning_rate": 0.0007610832497492478, "loss": 1.5615, "theoretical_loss": 3.7513933741273284, "tokens_seen": 813629440 }, { "epoch": 0.25, "learning_rate": 0.0007610631895687061, "loss": 1.5656, "theoretical_loss": 3.7513637398623603, "tokens_seen": 813694976 }, { "epoch": 0.25, "learning_rate": 0.0007610431293881646, "loss": 1.4785, "theoretical_loss": 3.751334108652313, "tokens_seen": 813760512 }, { "epoch": 0.25, "learning_rate": 0.0007610230692076229, "loss": 1.5357, "theoretical_loss": 3.751304480496626, "tokens_seen": 813826048 }, { "epoch": 0.25, "learning_rate": 0.0007610030090270813, "loss": 1.6047, "theoretical_loss": 3.7512748553947386, "tokens_seen": 813891584 }, { "epoch": 0.25, "learning_rate": 0.0007609829488465396, "loss": 1.4995, "theoretical_loss": 3.751245233346091, "tokens_seen": 813957120 }, { "epoch": 0.25, "learning_rate": 0.000760962888665998, "loss": 1.5277, "theoretical_loss": 3.751215614350121, "tokens_seen": 814022656 }, { "epoch": 0.25, "learning_rate": 0.0007609428284854564, "loss": 1.5886, "theoretical_loss": 3.75118599840627, "tokens_seen": 814088192 }, { "epoch": 0.25, "learning_rate": 0.0007609227683049148, "loss": 1.5548, "theoretical_loss": 3.751156385513977, "tokens_seen": 814153728 }, { "epoch": 0.25, "learning_rate": 0.0007609027081243731, "loss": 1.54, "theoretical_loss": 3.7511267756726823, "tokens_seen": 814219264 }, { "epoch": 0.25, "learning_rate": 0.0007608826479438316, "loss": 1.4919, "theoretical_loss": 3.7510971688818255, "tokens_seen": 814284800 }, { "epoch": 0.25, "learning_rate": 0.0007608625877632899, "loss": 1.686, "theoretical_loss": 3.751067565140848, "tokens_seen": 814350336 }, { "epoch": 0.25, "learning_rate": 0.0007608425275827483, "loss": 1.5705, "theoretical_loss": 3.7510379644491882, "tokens_seen": 814415872 }, { "epoch": 0.25, "learning_rate": 0.0007608224674022066, "loss": 1.6311, "theoretical_loss": 3.7510083668062886, "tokens_seen": 814481408 }, { "epoch": 0.25, "learning_rate": 0.000760802407221665, "loss": 1.5955, "theoretical_loss": 3.750978772211589, "tokens_seen": 814546944 }, { "epoch": 0.25, "learning_rate": 0.0007607823470411234, "loss": 1.5297, "theoretical_loss": 3.7509491806645308, "tokens_seen": 814612480 }, { "epoch": 0.25, "learning_rate": 0.0007607622868605818, "loss": 1.4309, "theoretical_loss": 3.7509195921645544, "tokens_seen": 814678016 }, { "epoch": 0.25, "learning_rate": 0.0007607422266800401, "loss": 1.497, "theoretical_loss": 3.750890006711101, "tokens_seen": 814743552 }, { "epoch": 0.25, "learning_rate": 0.0007607221664994986, "loss": 1.5215, "theoretical_loss": 3.750860424303612, "tokens_seen": 814809088 }, { "epoch": 0.25, "learning_rate": 0.0007607021063189568, "loss": 1.4158, "theoretical_loss": 3.7508308449415297, "tokens_seen": 814874624 }, { "epoch": 0.25, "learning_rate": 0.0007606820461384153, "loss": 1.6025, "theoretical_loss": 3.750801268624295, "tokens_seen": 814940160 }, { "epoch": 0.25, "learning_rate": 0.0007606619859578737, "loss": 1.5218, "theoretical_loss": 3.7507716953513492, "tokens_seen": 815005696 }, { "epoch": 0.25, "learning_rate": 0.000760641925777332, "loss": 1.6148, "theoretical_loss": 3.7507421251221347, "tokens_seen": 815071232 }, { "epoch": 0.25, "learning_rate": 0.0007606218655967904, "loss": 1.6298, "theoretical_loss": 3.750712557936093, "tokens_seen": 815136768 }, { "epoch": 0.25, "learning_rate": 0.0007606018054162487, "loss": 1.6008, "theoretical_loss": 3.7506829937926676, "tokens_seen": 815202304 }, { "epoch": 0.25, "learning_rate": 0.0007605817452357071, "loss": 1.513, "theoretical_loss": 3.7506534326912995, "tokens_seen": 815267840 }, { "epoch": 0.25, "learning_rate": 0.0007605616850551656, "loss": 1.4757, "theoretical_loss": 3.7506238746314313, "tokens_seen": 815333376 }, { "epoch": 0.25, "learning_rate": 0.0007605416248746238, "loss": 1.6563, "theoretical_loss": 3.7505943196125067, "tokens_seen": 815398912 }, { "epoch": 0.25, "learning_rate": 0.0007605215646940823, "loss": 1.4674, "theoretical_loss": 3.7505647676339677, "tokens_seen": 815464448 }, { "epoch": 0.25, "learning_rate": 0.0007605015045135407, "loss": 1.6366, "theoretical_loss": 3.7505352186952567, "tokens_seen": 815529984 }, { "epoch": 0.25, "learning_rate": 0.000760481444332999, "loss": 1.5276, "theoretical_loss": 3.7505056727958177, "tokens_seen": 815595520 }, { "epoch": 0.25, "learning_rate": 0.0007604613841524574, "loss": 1.4657, "theoretical_loss": 3.7504761299350937, "tokens_seen": 815661056 }, { "epoch": 0.25, "learning_rate": 0.0007604413239719157, "loss": 1.4475, "theoretical_loss": 3.750446590112528, "tokens_seen": 815726592 }, { "epoch": 0.25, "learning_rate": 0.0007604212637913741, "loss": 1.5481, "theoretical_loss": 3.7504170533275634, "tokens_seen": 815792128 }, { "epoch": 0.25, "learning_rate": 0.0007604012036108326, "loss": 1.3939, "theoretical_loss": 3.750387519579645, "tokens_seen": 815857664 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.4913868308067322, "objective/train/docs_used": 301260, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4402931928634644, "objective/train/original_loss": 1.4402931928634644, "objective/train/theoretical_loss": 3.7503579888682155, "objective/train/tokens_used": 836383200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24211423099040985, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503695011138916, "objective/train/weighted_lm_loss": 1.5127294063568115, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7503579888682155, "tokens_seen": 815923200 }, { "epoch": 0.25, "learning_rate": 0.0007603811434302908, "loss": 1.5388, "theoretical_loss": 3.7503579888682155, "tokens_seen": 815923200 }, { "epoch": 0.25, "learning_rate": 0.0007603610832497493, "loss": 1.4122, "theoretical_loss": 3.7503284611927192, "tokens_seen": 815988736 }, { "epoch": 0.25, "learning_rate": 0.0007603410230692076, "loss": 1.565, "theoretical_loss": 3.7502989365526, "tokens_seen": 816054272 }, { "epoch": 0.25, "learning_rate": 0.000760320962888666, "loss": 1.4208, "theoretical_loss": 3.750269414947302, "tokens_seen": 816119808 }, { "epoch": 0.25, "learning_rate": 0.0007603009027081244, "loss": 1.5684, "theoretical_loss": 3.75023989637627, "tokens_seen": 816185344 }, { "epoch": 0.25, "learning_rate": 0.0007602808425275828, "loss": 1.5269, "theoretical_loss": 3.750210380838949, "tokens_seen": 816250880 }, { "epoch": 0.25, "learning_rate": 0.0007602607823470411, "loss": 1.6459, "theoretical_loss": 3.7501808683347826, "tokens_seen": 816316416 }, { "epoch": 0.25, "learning_rate": 0.0007602407221664995, "loss": 1.5976, "theoretical_loss": 3.7501513588632163, "tokens_seen": 816381952 }, { "epoch": 0.25, "learning_rate": 0.0007602206619859578, "loss": 1.5639, "theoretical_loss": 3.750121852423695, "tokens_seen": 816447488 }, { "epoch": 0.25, "learning_rate": 0.0007602006018054163, "loss": 1.5213, "theoretical_loss": 3.750092349015663, "tokens_seen": 816513024 }, { "epoch": 0.25, "learning_rate": 0.0007601805416248746, "loss": 1.3796, "theoretical_loss": 3.7500628486385668, "tokens_seen": 816578560 }, { "epoch": 0.25, "learning_rate": 0.000760160481444333, "loss": 1.6425, "theoretical_loss": 3.750033351291851, "tokens_seen": 816644096 }, { "epoch": 0.25, "learning_rate": 0.0007601404212637914, "loss": 1.5244, "theoretical_loss": 3.7500038569749616, "tokens_seen": 816709632 }, { "epoch": 0.25, "learning_rate": 0.0007601203610832498, "loss": 1.3719, "theoretical_loss": 3.7499743656873443, "tokens_seen": 816775168 }, { "epoch": 0.25, "learning_rate": 0.0007601003009027081, "loss": 1.4923, "theoretical_loss": 3.7499448774284447, "tokens_seen": 816840704 }, { "epoch": 0.25, "learning_rate": 0.0007600802407221665, "loss": 1.595, "theoretical_loss": 3.7499153921977086, "tokens_seen": 816906240 }, { "epoch": 0.25, "learning_rate": 0.0007600601805416248, "loss": 1.5579, "theoretical_loss": 3.749885909994583, "tokens_seen": 816971776 }, { "epoch": 0.25, "learning_rate": 0.0007600401203610833, "loss": 1.4921, "theoretical_loss": 3.7498564308185136, "tokens_seen": 817037312 }, { "epoch": 0.25, "learning_rate": 0.0007600200601805416, "loss": 1.6023, "theoretical_loss": 3.749826954668946, "tokens_seen": 817102848 }, { "epoch": 0.25, "learning_rate": 0.00076, "loss": 1.5006, "theoretical_loss": 3.7497974815453285, "tokens_seen": 817168384 }, { "epoch": 0.25, "learning_rate": 0.0007599799398194583, "loss": 1.5527, "theoretical_loss": 3.749768011447107, "tokens_seen": 817233920 }, { "epoch": 0.25, "learning_rate": 0.0007599598796389168, "loss": 1.6046, "theoretical_loss": 3.7497385443737272, "tokens_seen": 817299456 }, { "epoch": 0.25, "learning_rate": 0.0007599398194583751, "loss": 1.5966, "theoretical_loss": 3.7497090803246387, "tokens_seen": 817364992 }, { "epoch": 0.25, "learning_rate": 0.0007599197592778335, "loss": 1.5704, "theoretical_loss": 3.749679619299286, "tokens_seen": 817430528 }, { "epoch": 0.25, "learning_rate": 0.0007598996990972919, "loss": 1.4806, "theoretical_loss": 3.749650161297118, "tokens_seen": 817496064 }, { "epoch": 0.25, "learning_rate": 0.0007598796389167503, "loss": 1.5282, "theoretical_loss": 3.7496207063175815, "tokens_seen": 817561600 }, { "epoch": 0.25, "learning_rate": 0.0007598595787362086, "loss": 1.4806, "theoretical_loss": 3.7495912543601246, "tokens_seen": 817627136 }, { "epoch": 0.25, "learning_rate": 0.000759839518555667, "loss": 1.6206, "theoretical_loss": 3.749561805424195, "tokens_seen": 817692672 }, { "epoch": 0.25, "learning_rate": 0.0007598194583751253, "loss": 1.6038, "theoretical_loss": 3.7495323595092405, "tokens_seen": 817758208 }, { "epoch": 0.25, "learning_rate": 0.0007597993981945838, "loss": 1.5528, "theoretical_loss": 3.7495029166147082, "tokens_seen": 817823744 }, { "epoch": 0.25, "learning_rate": 0.0007597793380140421, "loss": 1.5238, "theoretical_loss": 3.7494734767400475, "tokens_seen": 817889280 }, { "epoch": 0.25, "learning_rate": 0.0007597592778335005, "loss": 1.5717, "theoretical_loss": 3.749444039884706, "tokens_seen": 817954816 }, { "epoch": 0.25, "learning_rate": 0.000759739217652959, "loss": 1.6112, "theoretical_loss": 3.7494146060481333, "tokens_seen": 818020352 }, { "epoch": 0.25, "learning_rate": 0.0007597191574724172, "loss": 1.4891, "theoretical_loss": 3.7493851752297767, "tokens_seen": 818085888 }, { "epoch": 0.25, "learning_rate": 0.0007596990972918757, "loss": 1.5306, "theoretical_loss": 3.7493557474290853, "tokens_seen": 818151424 }, { "epoch": 0.25, "learning_rate": 0.0007596790371113341, "loss": 1.5071, "theoretical_loss": 3.749326322645508, "tokens_seen": 818216960 }, { "epoch": 0.25, "learning_rate": 0.0007596589769307924, "loss": 1.5022, "theoretical_loss": 3.7492969008784938, "tokens_seen": 818282496 }, { "epoch": 0.25, "learning_rate": 0.0007596389167502508, "loss": 1.4661, "theoretical_loss": 3.7492674821274927, "tokens_seen": 818348032 }, { "epoch": 0.25, "learning_rate": 0.0007596188565697091, "loss": 1.5408, "theoretical_loss": 3.7492380663919533, "tokens_seen": 818413568 }, { "epoch": 0.25, "learning_rate": 0.0007595987963891675, "loss": 1.3982, "theoretical_loss": 3.7492086536713245, "tokens_seen": 818479104 }, { "epoch": 0.25, "learning_rate": 0.000759578736208626, "loss": 1.6386, "theoretical_loss": 3.749179243965057, "tokens_seen": 818544640 }, { "epoch": 0.25, "learning_rate": 0.0007595586760280842, "loss": 1.5379, "theoretical_loss": 3.7491498372726006, "tokens_seen": 818610176 }, { "epoch": 0.25, "learning_rate": 0.0007595386158475427, "loss": 1.5833, "theoretical_loss": 3.7491204335934043, "tokens_seen": 818675712 }, { "epoch": 0.25, "learning_rate": 0.0007595185556670011, "loss": 1.5469, "theoretical_loss": 3.749091032926919, "tokens_seen": 818741248 }, { "epoch": 0.25, "learning_rate": 0.0007594984954864594, "loss": 1.5903, "theoretical_loss": 3.749061635272594, "tokens_seen": 818806784 }, { "epoch": 0.25, "learning_rate": 0.0007594784353059178, "loss": 1.5797, "theoretical_loss": 3.74903224062988, "tokens_seen": 818872320 }, { "epoch": 0.25, "learning_rate": 0.0007594583751253761, "loss": 1.4472, "theoretical_loss": 3.7490028489982286, "tokens_seen": 818937856 }, { "epoch": 0.25, "learning_rate": 0.0007594383149448345, "loss": 1.3631, "theoretical_loss": 3.748973460377089, "tokens_seen": 819003392 }, { "epoch": 0.25, "learning_rate": 0.000759418254764293, "loss": 1.3764, "theoretical_loss": 3.7489440747659124, "tokens_seen": 819068928 }, { "epoch": 0.25, "learning_rate": 0.0007593981945837512, "loss": 1.5522, "theoretical_loss": 3.74891469216415, "tokens_seen": 819134464 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.490060418844223, "objective/train/docs_used": 302476, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5254801511764526, "objective/train/original_loss": 1.5254799127578735, "objective/train/theoretical_loss": 3.7488853125712525, "objective/train/tokens_used": 839660000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2409975826740265, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502310991287231, "objective/train/weighted_lm_loss": 1.6022536754608154, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7488853125712525, "tokens_seen": 819200000 }, { "epoch": 0.25, "learning_rate": 0.0007593781344032097, "loss": 1.5987, "theoretical_loss": 3.7488853125712525, "tokens_seen": 819200000 }, { "epoch": 0.25, "learning_rate": 0.000759358074222668, "loss": 1.3987, "theoretical_loss": 3.7488559359866716, "tokens_seen": 819265536 }, { "epoch": 0.25, "learning_rate": 0.0007593380140421264, "loss": 1.5073, "theoretical_loss": 3.7488265624098585, "tokens_seen": 819331072 }, { "epoch": 0.25, "learning_rate": 0.0007593179538615848, "loss": 1.5368, "theoretical_loss": 3.748797191840264, "tokens_seen": 819396608 }, { "epoch": 0.25, "learning_rate": 0.0007592978936810432, "loss": 1.5007, "theoretical_loss": 3.7487678242773406, "tokens_seen": 819462144 }, { "epoch": 0.25, "learning_rate": 0.0007592778335005015, "loss": 1.6073, "theoretical_loss": 3.7487384597205393, "tokens_seen": 819527680 }, { "epoch": 0.25, "learning_rate": 0.0007592577733199599, "loss": 1.5138, "theoretical_loss": 3.7487090981693125, "tokens_seen": 819593216 }, { "epoch": 0.25, "learning_rate": 0.0007592377131394182, "loss": 1.5633, "theoretical_loss": 3.748679739623113, "tokens_seen": 819658752 }, { "epoch": 0.25, "learning_rate": 0.0007592176529588767, "loss": 1.5686, "theoretical_loss": 3.748650384081392, "tokens_seen": 819724288 }, { "epoch": 0.25, "learning_rate": 0.000759197592778335, "loss": 1.487, "theoretical_loss": 3.748621031543602, "tokens_seen": 819789824 }, { "epoch": 0.25, "learning_rate": 0.0007591775325977934, "loss": 1.6486, "theoretical_loss": 3.748591682009196, "tokens_seen": 819855360 }, { "epoch": 0.25, "learning_rate": 0.0007591574724172518, "loss": 1.5683, "theoretical_loss": 3.748562335477626, "tokens_seen": 819920896 }, { "epoch": 0.25, "learning_rate": 0.0007591374122367102, "loss": 1.5026, "theoretical_loss": 3.7485329919483448, "tokens_seen": 819986432 }, { "epoch": 0.25, "learning_rate": 0.0007591173520561685, "loss": 1.4518, "theoretical_loss": 3.748503651420806, "tokens_seen": 820051968 }, { "epoch": 0.25, "learning_rate": 0.0007590972918756269, "loss": 1.4273, "theoretical_loss": 3.7484743138944623, "tokens_seen": 820117504 }, { "epoch": 0.25, "learning_rate": 0.0007590772316950852, "loss": 1.5707, "theoretical_loss": 3.748444979368767, "tokens_seen": 820183040 }, { "epoch": 0.25, "learning_rate": 0.0007590571715145437, "loss": 1.5804, "theoretical_loss": 3.7484156478431734, "tokens_seen": 820248576 }, { "epoch": 0.25, "learning_rate": 0.000759037111334002, "loss": 1.5473, "theoretical_loss": 3.748386319317135, "tokens_seen": 820314112 }, { "epoch": 0.25, "learning_rate": 0.0007590170511534604, "loss": 1.4986, "theoretical_loss": 3.7483569937901056, "tokens_seen": 820379648 }, { "epoch": 0.25, "learning_rate": 0.0007589969909729187, "loss": 1.4763, "theoretical_loss": 3.7483276712615385, "tokens_seen": 820445184 }, { "epoch": 0.25, "learning_rate": 0.0007589769307923772, "loss": 1.5526, "theoretical_loss": 3.748298351730888, "tokens_seen": 820510720 }, { "epoch": 0.25, "learning_rate": 0.0007589568706118355, "loss": 1.4832, "theoretical_loss": 3.748269035197609, "tokens_seen": 820576256 }, { "epoch": 0.25, "learning_rate": 0.0007589368104312939, "loss": 1.6902, "theoretical_loss": 3.748239721661154, "tokens_seen": 820641792 }, { "epoch": 0.25, "learning_rate": 0.0007589167502507523, "loss": 1.3717, "theoretical_loss": 3.7482104111209784, "tokens_seen": 820707328 }, { "epoch": 0.25, "learning_rate": 0.0007588966900702107, "loss": 1.5717, "theoretical_loss": 3.748181103576537, "tokens_seen": 820772864 }, { "epoch": 0.25, "learning_rate": 0.000758876629889669, "loss": 1.507, "theoretical_loss": 3.748151799027284, "tokens_seen": 820838400 }, { "epoch": 0.25, "learning_rate": 0.0007588565697091274, "loss": 1.4715, "theoretical_loss": 3.748122497472674, "tokens_seen": 820903936 }, { "epoch": 0.25, "learning_rate": 0.0007588365095285857, "loss": 1.6636, "theoretical_loss": 3.748093198912162, "tokens_seen": 820969472 }, { "epoch": 0.25, "learning_rate": 0.0007588164493480442, "loss": 1.6213, "theoretical_loss": 3.7480639033452032, "tokens_seen": 821035008 }, { "epoch": 0.25, "learning_rate": 0.0007587963891675025, "loss": 1.5619, "theoretical_loss": 3.7480346107712537, "tokens_seen": 821100544 }, { "epoch": 0.25, "learning_rate": 0.0007587763289869609, "loss": 1.485, "theoretical_loss": 3.7480053211897673, "tokens_seen": 821166080 }, { "epoch": 0.25, "learning_rate": 0.0007587562688064193, "loss": 1.6679, "theoretical_loss": 3.7479760346002005, "tokens_seen": 821231616 }, { "epoch": 0.25, "learning_rate": 0.0007587362086258776, "loss": 1.5947, "theoretical_loss": 3.747946751002009, "tokens_seen": 821297152 }, { "epoch": 0.25, "learning_rate": 0.000758716148445336, "loss": 1.6082, "theoretical_loss": 3.7479174703946474, "tokens_seen": 821362688 }, { "epoch": 0.25, "learning_rate": 0.0007586960882647945, "loss": 1.516, "theoretical_loss": 3.747888192777573, "tokens_seen": 821428224 }, { "epoch": 0.25, "learning_rate": 0.0007586760280842527, "loss": 1.6706, "theoretical_loss": 3.747858918150242, "tokens_seen": 821493760 }, { "epoch": 0.25, "learning_rate": 0.0007586559679037112, "loss": 1.54, "theoretical_loss": 3.747829646512109, "tokens_seen": 821559296 }, { "epoch": 0.25, "learning_rate": 0.0007586359077231694, "loss": 1.523, "theoretical_loss": 3.747800377862632, "tokens_seen": 821624832 }, { "epoch": 0.25, "learning_rate": 0.0007586158475426279, "loss": 1.5787, "theoretical_loss": 3.747771112201267, "tokens_seen": 821690368 }, { "epoch": 0.25, "learning_rate": 0.0007585957873620863, "loss": 1.5463, "theoretical_loss": 3.74774184952747, "tokens_seen": 821755904 }, { "epoch": 0.25, "learning_rate": 0.0007585757271815446, "loss": 1.5385, "theoretical_loss": 3.747712589840699, "tokens_seen": 821821440 }, { "epoch": 0.25, "learning_rate": 0.000758555667001003, "loss": 1.4352, "theoretical_loss": 3.74768333314041, "tokens_seen": 821886976 }, { "epoch": 0.25, "learning_rate": 0.0007585356068204615, "loss": 1.4425, "theoretical_loss": 3.7476540794260607, "tokens_seen": 821952512 }, { "epoch": 0.25, "learning_rate": 0.0007585155466399197, "loss": 1.7064, "theoretical_loss": 3.7476248286971074, "tokens_seen": 822018048 }, { "epoch": 0.25, "learning_rate": 0.0007584954864593782, "loss": 1.4926, "theoretical_loss": 3.7475955809530084, "tokens_seen": 822083584 }, { "epoch": 0.25, "learning_rate": 0.0007584754262788364, "loss": 1.4311, "theoretical_loss": 3.7475663361932208, "tokens_seen": 822149120 }, { "epoch": 0.25, "learning_rate": 0.0007584553660982949, "loss": 1.5341, "theoretical_loss": 3.747537094417202, "tokens_seen": 822214656 }, { "epoch": 0.25, "learning_rate": 0.0007584353059177533, "loss": 1.4512, "theoretical_loss": 3.74750785562441, "tokens_seen": 822280192 }, { "epoch": 0.25, "learning_rate": 0.0007584152457372116, "loss": 1.5068, "theoretical_loss": 3.747478619814303, "tokens_seen": 822345728 }, { "epoch": 0.25, "learning_rate": 0.00075839518555667, "loss": 1.5285, "theoretical_loss": 3.747449386986339, "tokens_seen": 822411264 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.4885343909263611, "objective/train/docs_used": 303734, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4919618368148804, "objective/train/original_loss": 1.4919617176055908, "objective/train/theoretical_loss": 3.7474201571399757, "objective/train/tokens_used": 842936800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23959946632385254, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500714778900146, "objective/train/weighted_lm_loss": 1.5671418905258179, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7474201571399757, "tokens_seen": 822476800 }, { "epoch": 0.25, "learning_rate": 0.0007583751253761284, "loss": 1.6235, "theoretical_loss": 3.7474201571399757, "tokens_seen": 822476800 }, { "epoch": 0.25, "learning_rate": 0.0007583550651955867, "loss": 1.6065, "theoretical_loss": 3.7473909302746717, "tokens_seen": 822542336 }, { "epoch": 0.25, "learning_rate": 0.0007583350050150452, "loss": 1.6384, "theoretical_loss": 3.7473617063898863, "tokens_seen": 822607872 }, { "epoch": 0.25, "learning_rate": 0.0007583149448345034, "loss": 1.6183, "theoretical_loss": 3.747332485485077, "tokens_seen": 822673408 }, { "epoch": 0.25, "learning_rate": 0.0007582948846539619, "loss": 1.416, "theoretical_loss": 3.747303267559703, "tokens_seen": 822738944 }, { "epoch": 0.25, "learning_rate": 0.0007582748244734202, "loss": 1.6361, "theoretical_loss": 3.747274052613223, "tokens_seen": 822804480 }, { "epoch": 0.25, "learning_rate": 0.0007582547642928786, "loss": 1.5246, "theoretical_loss": 3.747244840645097, "tokens_seen": 822870016 }, { "epoch": 0.25, "learning_rate": 0.0007582347041123371, "loss": 1.5112, "theoretical_loss": 3.7472156316547824, "tokens_seen": 822935552 }, { "epoch": 0.25, "learning_rate": 0.0007582146439317954, "loss": 1.5475, "theoretical_loss": 3.7471864256417406, "tokens_seen": 823001088 }, { "epoch": 0.25, "learning_rate": 0.0007581945837512538, "loss": 1.5057, "theoretical_loss": 3.7471572226054297, "tokens_seen": 823066624 }, { "epoch": 0.25, "learning_rate": 0.0007581745235707122, "loss": 1.5262, "theoretical_loss": 3.7471280225453096, "tokens_seen": 823132160 }, { "epoch": 0.25, "learning_rate": 0.0007581544633901706, "loss": 1.6378, "theoretical_loss": 3.7470988254608404, "tokens_seen": 823197696 }, { "epoch": 0.25, "learning_rate": 0.0007581344032096289, "loss": 1.6198, "theoretical_loss": 3.7470696313514815, "tokens_seen": 823263232 }, { "epoch": 0.25, "learning_rate": 0.0007581143430290873, "loss": 1.4595, "theoretical_loss": 3.7470404402166935, "tokens_seen": 823328768 }, { "epoch": 0.25, "learning_rate": 0.0007580942828485456, "loss": 1.4636, "theoretical_loss": 3.747011252055936, "tokens_seen": 823394304 }, { "epoch": 0.25, "learning_rate": 0.0007580742226680041, "loss": 1.4993, "theoretical_loss": 3.74698206686867, "tokens_seen": 823459840 }, { "epoch": 0.25, "learning_rate": 0.0007580541624874624, "loss": 1.4852, "theoretical_loss": 3.7469528846543554, "tokens_seen": 823525376 }, { "epoch": 0.25, "learning_rate": 0.0007580341023069208, "loss": 1.6148, "theoretical_loss": 3.746923705412453, "tokens_seen": 823590912 }, { "epoch": 0.25, "learning_rate": 0.0007580140421263791, "loss": 1.4813, "theoretical_loss": 3.746894529142424, "tokens_seen": 823656448 }, { "epoch": 0.25, "learning_rate": 0.0007579939819458376, "loss": 1.5919, "theoretical_loss": 3.7468653558437284, "tokens_seen": 823721984 }, { "epoch": 0.25, "learning_rate": 0.0007579739217652959, "loss": 1.5782, "theoretical_loss": 3.7468361855158276, "tokens_seen": 823787520 }, { "epoch": 0.25, "learning_rate": 0.0007579538615847543, "loss": 1.4922, "theoretical_loss": 3.7468070181581834, "tokens_seen": 823853056 }, { "epoch": 0.25, "learning_rate": 0.0007579338014042127, "loss": 1.4983, "theoretical_loss": 3.746777853770256, "tokens_seen": 823918592 }, { "epoch": 0.25, "learning_rate": 0.0007579137412236711, "loss": 1.3805, "theoretical_loss": 3.746748692351508, "tokens_seen": 823984128 }, { "epoch": 0.25, "learning_rate": 0.0007578936810431294, "loss": 1.5614, "theoretical_loss": 3.7467195339014, "tokens_seen": 824049664 }, { "epoch": 0.25, "learning_rate": 0.0007578736208625878, "loss": 1.5291, "theoretical_loss": 3.7466903784193946, "tokens_seen": 824115200 }, { "epoch": 0.25, "learning_rate": 0.0007578535606820461, "loss": 1.5984, "theoretical_loss": 3.746661225904953, "tokens_seen": 824180736 }, { "epoch": 0.25, "learning_rate": 0.0007578335005015046, "loss": 1.5991, "theoretical_loss": 3.746632076357537, "tokens_seen": 824246272 }, { "epoch": 0.25, "learning_rate": 0.0007578134403209629, "loss": 1.5619, "theoretical_loss": 3.7466029297766097, "tokens_seen": 824311808 }, { "epoch": 0.25, "learning_rate": 0.0007577933801404213, "loss": 1.5119, "theoretical_loss": 3.7465737861616333, "tokens_seen": 824377344 }, { "epoch": 0.25, "learning_rate": 0.0007577733199598797, "loss": 1.6109, "theoretical_loss": 3.746544645512069, "tokens_seen": 824442880 }, { "epoch": 0.25, "learning_rate": 0.000757753259779338, "loss": 1.6473, "theoretical_loss": 3.7465155078273806, "tokens_seen": 824508416 }, { "epoch": 0.25, "learning_rate": 0.0007577331995987964, "loss": 1.5046, "theoretical_loss": 3.7464863731070306, "tokens_seen": 824573952 }, { "epoch": 0.25, "learning_rate": 0.0007577131394182549, "loss": 1.4371, "theoretical_loss": 3.7464572413504813, "tokens_seen": 824639488 }, { "epoch": 0.25, "learning_rate": 0.0007576930792377131, "loss": 1.5249, "theoretical_loss": 3.7464281125571963, "tokens_seen": 824705024 }, { "epoch": 0.25, "learning_rate": 0.0007576730190571716, "loss": 1.586, "theoretical_loss": 3.7463989867266383, "tokens_seen": 824770560 }, { "epoch": 0.25, "learning_rate": 0.0007576529588766298, "loss": 1.6034, "theoretical_loss": 3.746369863858271, "tokens_seen": 824836096 }, { "epoch": 0.25, "learning_rate": 0.0007576328986960883, "loss": 1.466, "theoretical_loss": 3.7463407439515577, "tokens_seen": 824901632 }, { "epoch": 0.25, "learning_rate": 0.0007576128385155467, "loss": 1.5183, "theoretical_loss": 3.7463116270059618, "tokens_seen": 824967168 }, { "epoch": 0.25, "learning_rate": 0.000757592778335005, "loss": 1.5485, "theoretical_loss": 3.746282513020947, "tokens_seen": 825032704 }, { "epoch": 0.25, "learning_rate": 0.0007575727181544634, "loss": 1.5943, "theoretical_loss": 3.7462534019959772, "tokens_seen": 825098240 }, { "epoch": 0.25, "learning_rate": 0.0007575526579739219, "loss": 1.4953, "theoretical_loss": 3.746224293930516, "tokens_seen": 825163776 }, { "epoch": 0.25, "learning_rate": 0.0007575325977933801, "loss": 1.4286, "theoretical_loss": 3.7461951888240286, "tokens_seen": 825229312 }, { "epoch": 0.25, "learning_rate": 0.0007575125376128386, "loss": 1.6536, "theoretical_loss": 3.746166086675978, "tokens_seen": 825294848 }, { "epoch": 0.25, "learning_rate": 0.0007574924774322968, "loss": 1.4948, "theoretical_loss": 3.7461369874858295, "tokens_seen": 825360384 }, { "epoch": 0.25, "learning_rate": 0.0007574724172517553, "loss": 1.4295, "theoretical_loss": 3.7461078912530468, "tokens_seen": 825425920 }, { "epoch": 0.25, "learning_rate": 0.0007574523570712137, "loss": 1.6772, "theoretical_loss": 3.7460787979770958, "tokens_seen": 825491456 }, { "epoch": 0.25, "learning_rate": 0.000757432296890672, "loss": 1.5057, "theoretical_loss": 3.7460497076574395, "tokens_seen": 825556992 }, { "epoch": 0.25, "learning_rate": 0.0007574122367101304, "loss": 1.5524, "theoretical_loss": 3.7460206202935447, "tokens_seen": 825622528 }, { "epoch": 0.25, "learning_rate": 0.0007573921765295888, "loss": 1.6037, "theoretical_loss": 3.745991535884875, "tokens_seen": 825688064 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.49512171745300293, "objective/train/docs_used": 304950, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4001202583312988, "objective/train/original_loss": 1.4001200199127197, "objective/train/theoretical_loss": 3.745962454430897, "objective/train/tokens_used": 846213600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2453310787677765, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507594347000122, "objective/train/weighted_lm_loss": 1.471086859703064, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.745962454430897, "tokens_seen": 825753600 }, { "epoch": 0.25, "learning_rate": 0.0007573721163490471, "loss": 1.5368, "theoretical_loss": 3.745962454430897, "tokens_seen": 825753600 }, { "epoch": 0.25, "learning_rate": 0.0007573520561685056, "loss": 1.6164, "theoretical_loss": 3.7459333759310756, "tokens_seen": 825819136 }, { "epoch": 0.25, "learning_rate": 0.0007573319959879638, "loss": 1.6079, "theoretical_loss": 3.7459043003848755, "tokens_seen": 825884672 }, { "epoch": 0.25, "learning_rate": 0.0007573119358074223, "loss": 1.5926, "theoretical_loss": 3.745875227791763, "tokens_seen": 825950208 }, { "epoch": 0.25, "learning_rate": 0.0007572918756268806, "loss": 1.5571, "theoretical_loss": 3.745846158151204, "tokens_seen": 826015744 }, { "epoch": 0.25, "learning_rate": 0.000757271815446339, "loss": 1.5218, "theoretical_loss": 3.745817091462664, "tokens_seen": 826081280 }, { "epoch": 0.25, "learning_rate": 0.0007572517552657974, "loss": 1.5597, "theoretical_loss": 3.7457880277256095, "tokens_seen": 826146816 }, { "epoch": 0.25, "learning_rate": 0.0007572316950852558, "loss": 1.5633, "theoretical_loss": 3.7457589669395066, "tokens_seen": 826212352 }, { "epoch": 0.25, "learning_rate": 0.0007572116349047141, "loss": 1.5648, "theoretical_loss": 3.7457299091038214, "tokens_seen": 826277888 }, { "epoch": 0.25, "learning_rate": 0.0007571915747241726, "loss": 1.4567, "theoretical_loss": 3.7457008542180206, "tokens_seen": 826343424 }, { "epoch": 0.25, "learning_rate": 0.0007571715145436309, "loss": 1.5318, "theoretical_loss": 3.7456718022815707, "tokens_seen": 826408960 }, { "epoch": 0.25, "learning_rate": 0.0007571514543630893, "loss": 1.4959, "theoretical_loss": 3.7456427532939385, "tokens_seen": 826474496 }, { "epoch": 0.25, "learning_rate": 0.0007571313941825476, "loss": 1.5591, "theoretical_loss": 3.745613707254591, "tokens_seen": 826540032 }, { "epoch": 0.25, "learning_rate": 0.000757111334002006, "loss": 1.3853, "theoretical_loss": 3.745584664162995, "tokens_seen": 826605568 }, { "epoch": 0.25, "learning_rate": 0.0007570912738214644, "loss": 1.5945, "theoretical_loss": 3.745555624018618, "tokens_seen": 826671104 }, { "epoch": 0.25, "learning_rate": 0.0007570712136409228, "loss": 1.5657, "theoretical_loss": 3.7455265868209273, "tokens_seen": 826736640 }, { "epoch": 0.25, "learning_rate": 0.0007570511534603811, "loss": 1.6343, "theoretical_loss": 3.7454975525693897, "tokens_seen": 826802176 }, { "epoch": 0.25, "learning_rate": 0.0007570310932798395, "loss": 1.5318, "theoretical_loss": 3.745468521263474, "tokens_seen": 826867712 }, { "epoch": 0.25, "learning_rate": 0.0007570110330992979, "loss": 1.497, "theoretical_loss": 3.7454394929026464, "tokens_seen": 826933248 }, { "epoch": 0.25, "learning_rate": 0.0007569909729187563, "loss": 1.4725, "theoretical_loss": 3.7454104674863764, "tokens_seen": 826998784 }, { "epoch": 0.25, "learning_rate": 0.0007569709127382146, "loss": 1.6375, "theoretical_loss": 3.7453814450141305, "tokens_seen": 827064320 }, { "epoch": 0.25, "learning_rate": 0.000756950852557673, "loss": 1.6415, "theoretical_loss": 3.745352425485378, "tokens_seen": 827129856 }, { "epoch": 0.25, "learning_rate": 0.0007569307923771313, "loss": 1.6891, "theoretical_loss": 3.745323408899586, "tokens_seen": 827195392 }, { "epoch": 0.25, "learning_rate": 0.0007569107321965898, "loss": 1.5985, "theoretical_loss": 3.7452943952562245, "tokens_seen": 827260928 }, { "epoch": 0.25, "learning_rate": 0.0007568906720160481, "loss": 1.6089, "theoretical_loss": 3.7452653845547603, "tokens_seen": 827326464 }, { "epoch": 0.25, "learning_rate": 0.0007568706118355065, "loss": 1.6226, "theoretical_loss": 3.7452363767946637, "tokens_seen": 827392000 }, { "epoch": 0.25, "learning_rate": 0.0007568505516549649, "loss": 1.721, "theoretical_loss": 3.7452073719754027, "tokens_seen": 827457536 }, { "epoch": 0.25, "learning_rate": 0.0007568304914744233, "loss": 1.596, "theoretical_loss": 3.745178370096446, "tokens_seen": 827523072 }, { "epoch": 0.25, "learning_rate": 0.0007568104312938816, "loss": 1.5447, "theoretical_loss": 3.745149371157263, "tokens_seen": 827588608 }, { "epoch": 0.25, "learning_rate": 0.0007567903711133401, "loss": 1.5337, "theoretical_loss": 3.745120375157324, "tokens_seen": 827654144 }, { "epoch": 0.25, "learning_rate": 0.0007567703109327983, "loss": 1.5808, "theoretical_loss": 3.7450913820960965, "tokens_seen": 827719680 }, { "epoch": 0.25, "learning_rate": 0.0007567502507522568, "loss": 1.5922, "theoretical_loss": 3.7450623919730512, "tokens_seen": 827785216 }, { "epoch": 0.25, "learning_rate": 0.0007567301905717153, "loss": 1.604, "theoretical_loss": 3.7450334047876574, "tokens_seen": 827850752 }, { "epoch": 0.25, "learning_rate": 0.0007567101303911735, "loss": 1.554, "theoretical_loss": 3.7450044205393853, "tokens_seen": 827916288 }, { "epoch": 0.25, "learning_rate": 0.000756690070210632, "loss": 1.604, "theoretical_loss": 3.744975439227704, "tokens_seen": 827981824 }, { "epoch": 0.25, "learning_rate": 0.0007566700100300902, "loss": 1.5666, "theoretical_loss": 3.744946460852085, "tokens_seen": 828047360 }, { "epoch": 0.25, "learning_rate": 0.0007566499498495487, "loss": 1.6043, "theoretical_loss": 3.744917485411997, "tokens_seen": 828112896 }, { "epoch": 0.25, "learning_rate": 0.0007566298896690071, "loss": 1.5168, "theoretical_loss": 3.744888512906911, "tokens_seen": 828178432 }, { "epoch": 0.25, "learning_rate": 0.0007566098294884654, "loss": 1.6387, "theoretical_loss": 3.7448595433362977, "tokens_seen": 828243968 }, { "epoch": 0.25, "learning_rate": 0.0007565897693079238, "loss": 1.6656, "theoretical_loss": 3.744830576699627, "tokens_seen": 828309504 }, { "epoch": 0.25, "learning_rate": 0.0007565697091273823, "loss": 1.7129, "theoretical_loss": 3.744801612996371, "tokens_seen": 828375040 }, { "epoch": 0.25, "learning_rate": 0.0007565496489468405, "loss": 1.643, "theoretical_loss": 3.7447726522259988, "tokens_seen": 828440576 }, { "epoch": 0.25, "learning_rate": 0.000756529588766299, "loss": 1.5873, "theoretical_loss": 3.744743694387983, "tokens_seen": 828506112 }, { "epoch": 0.25, "learning_rate": 0.0007565095285857572, "loss": 1.4557, "theoretical_loss": 3.7447147394817937, "tokens_seen": 828571648 }, { "epoch": 0.25, "learning_rate": 0.0007564894684052157, "loss": 1.526, "theoretical_loss": 3.744685787506903, "tokens_seen": 828637184 }, { "epoch": 0.25, "learning_rate": 0.0007564694082246741, "loss": 1.5859, "theoretical_loss": 3.744656838462782, "tokens_seen": 828702720 }, { "epoch": 0.25, "learning_rate": 0.0007564493480441324, "loss": 1.5619, "theoretical_loss": 3.744627892348902, "tokens_seen": 828768256 }, { "epoch": 0.25, "learning_rate": 0.0007564292878635908, "loss": 1.5186, "theoretical_loss": 3.744598949164735, "tokens_seen": 828833792 }, { "epoch": 0.25, "learning_rate": 0.0007564092276830492, "loss": 1.6357, "theoretical_loss": 3.7445700089097533, "tokens_seen": 828899328 }, { "epoch": 0.25, "learning_rate": 0.0007563891675025075, "loss": 1.503, "theoretical_loss": 3.7445410715834284, "tokens_seen": 828964864 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.49200740456581116, "objective/train/docs_used": 306096, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3664567470550537, "objective/train/original_loss": 1.3664568662643433, "objective/train/theoretical_loss": 3.7445121371852323, "objective/train/tokens_used": 849490400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24247290194034576, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504332780838013, "objective/train/weighted_lm_loss": 1.4354283809661865, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7445121371852323, "tokens_seen": 829030400 }, { "epoch": 0.25, "learning_rate": 0.000756369107321966, "loss": 1.5432, "theoretical_loss": 3.7445121371852323, "tokens_seen": 829030400 }, { "epoch": 0.25, "learning_rate": 0.0007563490471414242, "loss": 1.4903, "theoretical_loss": 3.7444832057146376, "tokens_seen": 829095936 }, { "epoch": 0.25, "learning_rate": 0.0007563289869608827, "loss": 1.6645, "theoretical_loss": 3.7444542771711165, "tokens_seen": 829161472 }, { "epoch": 0.25, "learning_rate": 0.000756308926780341, "loss": 1.5253, "theoretical_loss": 3.744425351554142, "tokens_seen": 829227008 }, { "epoch": 0.25, "learning_rate": 0.0007562888665997994, "loss": 1.442, "theoretical_loss": 3.744396428863186, "tokens_seen": 829292544 }, { "epoch": 0.25, "learning_rate": 0.0007562688064192578, "loss": 1.5027, "theoretical_loss": 3.7443675090977218, "tokens_seen": 829358080 }, { "epoch": 0.25, "learning_rate": 0.0007562487462387162, "loss": 1.5631, "theoretical_loss": 3.744338592257222, "tokens_seen": 829423616 }, { "epoch": 0.25, "learning_rate": 0.0007562286860581745, "loss": 1.5855, "theoretical_loss": 3.7443096783411605, "tokens_seen": 829489152 }, { "epoch": 0.25, "learning_rate": 0.000756208625877633, "loss": 1.4404, "theoretical_loss": 3.744280767349009, "tokens_seen": 829554688 }, { "epoch": 0.25, "learning_rate": 0.0007561885656970913, "loss": 1.5844, "theoretical_loss": 3.7442518592802427, "tokens_seen": 829620224 }, { "epoch": 0.25, "learning_rate": 0.0007561685055165497, "loss": 1.5509, "theoretical_loss": 3.744222954134334, "tokens_seen": 829685760 }, { "epoch": 0.25, "learning_rate": 0.000756148445336008, "loss": 1.4044, "theoretical_loss": 3.744194051910757, "tokens_seen": 829751296 }, { "epoch": 0.25, "learning_rate": 0.0007561283851554664, "loss": 1.4598, "theoretical_loss": 3.7441651526089847, "tokens_seen": 829816832 }, { "epoch": 0.25, "learning_rate": 0.0007561083249749248, "loss": 1.6492, "theoretical_loss": 3.744136256228492, "tokens_seen": 829882368 }, { "epoch": 0.25, "learning_rate": 0.0007560882647943832, "loss": 1.5154, "theoretical_loss": 3.7441073627687524, "tokens_seen": 829947904 }, { "epoch": 0.25, "learning_rate": 0.0007560682046138415, "loss": 1.5396, "theoretical_loss": 3.7440784722292406, "tokens_seen": 830013440 }, { "epoch": 0.25, "learning_rate": 0.0007560481444332999, "loss": 1.5506, "theoretical_loss": 3.7440495846094297, "tokens_seen": 830078976 }, { "epoch": 0.25, "learning_rate": 0.0007560280842527583, "loss": 1.5914, "theoretical_loss": 3.7440206999087953, "tokens_seen": 830144512 }, { "epoch": 0.25, "learning_rate": 0.0007560080240722167, "loss": 1.5604, "theoretical_loss": 3.743991818126812, "tokens_seen": 830210048 }, { "epoch": 0.25, "learning_rate": 0.000755987963891675, "loss": 1.443, "theoretical_loss": 3.7439629392629534, "tokens_seen": 830275584 }, { "epoch": 0.25, "learning_rate": 0.0007559679037111335, "loss": 1.5696, "theoretical_loss": 3.7439340633166958, "tokens_seen": 830341120 }, { "epoch": 0.25, "learning_rate": 0.0007559478435305917, "loss": 1.5371, "theoretical_loss": 3.743905190287513, "tokens_seen": 830406656 }, { "epoch": 0.25, "learning_rate": 0.0007559277833500502, "loss": 1.6187, "theoretical_loss": 3.7438763201748815, "tokens_seen": 830472192 }, { "epoch": 0.25, "learning_rate": 0.0007559077231695085, "loss": 1.5046, "theoretical_loss": 3.743847452978275, "tokens_seen": 830537728 }, { "epoch": 0.25, "learning_rate": 0.0007558876629889669, "loss": 1.5162, "theoretical_loss": 3.7438185886971693, "tokens_seen": 830603264 }, { "epoch": 0.25, "learning_rate": 0.0007558676028084253, "loss": 1.5431, "theoretical_loss": 3.743789727331041, "tokens_seen": 830668800 }, { "epoch": 0.25, "learning_rate": 0.0007558475426278837, "loss": 1.6141, "theoretical_loss": 3.743760868879365, "tokens_seen": 830734336 }, { "epoch": 0.25, "learning_rate": 0.000755827482447342, "loss": 1.4622, "theoretical_loss": 3.7437320133416168, "tokens_seen": 830799872 }, { "epoch": 0.25, "learning_rate": 0.0007558074222668005, "loss": 1.493, "theoretical_loss": 3.743703160717273, "tokens_seen": 830865408 }, { "epoch": 0.25, "learning_rate": 0.0007557873620862587, "loss": 1.5722, "theoretical_loss": 3.743674311005809, "tokens_seen": 830930944 }, { "epoch": 0.25, "learning_rate": 0.0007557673019057172, "loss": 1.5258, "theoretical_loss": 3.743645464206702, "tokens_seen": 830996480 }, { "epoch": 0.25, "learning_rate": 0.0007557472417251755, "loss": 1.5966, "theoretical_loss": 3.743616620319427, "tokens_seen": 831062016 }, { "epoch": 0.25, "learning_rate": 0.0007557271815446339, "loss": 1.4711, "theoretical_loss": 3.7435877793434615, "tokens_seen": 831127552 }, { "epoch": 0.25, "learning_rate": 0.0007557071213640923, "loss": 1.469, "theoretical_loss": 3.743558941278282, "tokens_seen": 831193088 }, { "epoch": 0.25, "learning_rate": 0.0007556870611835506, "loss": 1.6031, "theoretical_loss": 3.743530106123365, "tokens_seen": 831258624 }, { "epoch": 0.25, "learning_rate": 0.000755667001003009, "loss": 1.4962, "theoretical_loss": 3.743501273878188, "tokens_seen": 831324160 }, { "epoch": 0.25, "learning_rate": 0.0007556469408224675, "loss": 1.5808, "theoretical_loss": 3.743472444542227, "tokens_seen": 831389696 }, { "epoch": 0.25, "learning_rate": 0.0007556268806419257, "loss": 1.4925, "theoretical_loss": 3.74344361811496, "tokens_seen": 831455232 }, { "epoch": 0.25, "learning_rate": 0.0007556068204613842, "loss": 1.5592, "theoretical_loss": 3.7434147945958642, "tokens_seen": 831520768 }, { "epoch": 0.25, "learning_rate": 0.0007555867602808426, "loss": 1.4975, "theoretical_loss": 3.7433859739844166, "tokens_seen": 831586304 }, { "epoch": 0.25, "learning_rate": 0.0007555667001003009, "loss": 1.5831, "theoretical_loss": 3.743357156280095, "tokens_seen": 831651840 }, { "epoch": 0.25, "learning_rate": 0.0007555466399197593, "loss": 1.6913, "theoretical_loss": 3.743328341482377, "tokens_seen": 831717376 }, { "epoch": 0.25, "learning_rate": 0.0007555265797392176, "loss": 1.4423, "theoretical_loss": 3.7432995295907405, "tokens_seen": 831782912 }, { "epoch": 0.25, "learning_rate": 0.000755506519558676, "loss": 1.4329, "theoretical_loss": 3.743270720604664, "tokens_seen": 831848448 }, { "epoch": 0.25, "learning_rate": 0.0007554864593781345, "loss": 1.6817, "theoretical_loss": 3.743241914523625, "tokens_seen": 831913984 }, { "epoch": 0.25, "learning_rate": 0.0007554663991975927, "loss": 1.5762, "theoretical_loss": 3.7432131113471017, "tokens_seen": 831979520 }, { "epoch": 0.25, "learning_rate": 0.0007554463390170512, "loss": 1.6363, "theoretical_loss": 3.7431843110745726, "tokens_seen": 832045056 }, { "epoch": 0.25, "learning_rate": 0.0007554262788365095, "loss": 1.5311, "theoretical_loss": 3.7431555137055166, "tokens_seen": 832110592 }, { "epoch": 0.25, "learning_rate": 0.0007554062186559679, "loss": 1.4961, "theoretical_loss": 3.743126719239412, "tokens_seen": 832176128 }, { "epoch": 0.25, "learning_rate": 0.0007553861584754263, "loss": 1.5629, "theoretical_loss": 3.7430979276757377, "tokens_seen": 832241664 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.4912421405315399, "objective/train/docs_used": 307306, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4710862636566162, "objective/train/original_loss": 1.471086025238037, "objective/train/theoretical_loss": 3.743069139013972, "objective/train/tokens_used": 852767200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24175754189491272, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503530502319336, "objective/train/weighted_lm_loss": 1.545080542564392, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.743069139013972, "tokens_seen": 832307200 }, { "epoch": 0.25, "learning_rate": 0.0007553660982948846, "loss": 1.4833, "theoretical_loss": 3.743069139013972, "tokens_seen": 832307200 }, { "epoch": 0.25, "learning_rate": 0.000755346038114343, "loss": 1.5636, "theoretical_loss": 3.743040353253595, "tokens_seen": 832372736 }, { "epoch": 0.25, "learning_rate": 0.0007553259779338014, "loss": 1.5124, "theoretical_loss": 3.7430115703940854, "tokens_seen": 832438272 }, { "epoch": 0.25, "learning_rate": 0.0007553059177532597, "loss": 1.4776, "theoretical_loss": 3.7429827904349224, "tokens_seen": 832503808 }, { "epoch": 0.25, "learning_rate": 0.0007552858575727182, "loss": 1.6196, "theoretical_loss": 3.742954013375586, "tokens_seen": 832569344 }, { "epoch": 0.25, "learning_rate": 0.0007552657973921765, "loss": 1.5383, "theoretical_loss": 3.7429252392155545, "tokens_seen": 832634880 }, { "epoch": 0.25, "learning_rate": 0.0007552457372116349, "loss": 1.6408, "theoretical_loss": 3.742896467954309, "tokens_seen": 832700416 }, { "epoch": 0.25, "learning_rate": 0.0007552256770310934, "loss": 1.5152, "theoretical_loss": 3.7428676995913293, "tokens_seen": 832765952 }, { "epoch": 0.25, "learning_rate": 0.0007552056168505517, "loss": 1.5235, "theoretical_loss": 3.742838934126094, "tokens_seen": 832831488 }, { "epoch": 0.25, "learning_rate": 0.0007551855566700101, "loss": 1.6595, "theoretical_loss": 3.7428101715580846, "tokens_seen": 832897024 }, { "epoch": 0.25, "learning_rate": 0.0007551654964894684, "loss": 1.5117, "theoretical_loss": 3.7427814118867815, "tokens_seen": 832962560 }, { "epoch": 0.25, "learning_rate": 0.0007551454363089268, "loss": 1.443, "theoretical_loss": 3.742752655111664, "tokens_seen": 833028096 }, { "epoch": 0.25, "learning_rate": 0.0007551253761283852, "loss": 1.5752, "theoretical_loss": 3.742723901232213, "tokens_seen": 833093632 }, { "epoch": 0.25, "learning_rate": 0.0007551053159478436, "loss": 1.5348, "theoretical_loss": 3.7426951502479096, "tokens_seen": 833159168 }, { "epoch": 0.25, "learning_rate": 0.0007550852557673019, "loss": 1.5254, "theoretical_loss": 3.7426664021582337, "tokens_seen": 833224704 }, { "epoch": 0.25, "learning_rate": 0.0007550651955867603, "loss": 1.5587, "theoretical_loss": 3.7426376569626676, "tokens_seen": 833290240 }, { "epoch": 0.25, "learning_rate": 0.0007550451354062187, "loss": 1.5755, "theoretical_loss": 3.742608914660692, "tokens_seen": 833355776 }, { "epoch": 0.25, "learning_rate": 0.0007550250752256771, "loss": 1.5999, "theoretical_loss": 3.7425801752517867, "tokens_seen": 833421312 }, { "epoch": 0.25, "learning_rate": 0.0007550050150451354, "loss": 1.5386, "theoretical_loss": 3.7425514387354344, "tokens_seen": 833486848 }, { "epoch": 0.25, "learning_rate": 0.0007549849548645939, "loss": 1.5692, "theoretical_loss": 3.7425227051111163, "tokens_seen": 833552384 }, { "epoch": 0.25, "learning_rate": 0.0007549648946840521, "loss": 1.6324, "theoretical_loss": 3.742493974378314, "tokens_seen": 833617920 }, { "epoch": 0.25, "learning_rate": 0.0007549448345035106, "loss": 1.5592, "theoretical_loss": 3.742465246536509, "tokens_seen": 833683456 }, { "epoch": 0.25, "learning_rate": 0.0007549247743229689, "loss": 1.6065, "theoretical_loss": 3.7424365215851836, "tokens_seen": 833748992 }, { "epoch": 0.25, "learning_rate": 0.0007549047141424273, "loss": 1.487, "theoretical_loss": 3.7424077995238196, "tokens_seen": 833814528 }, { "epoch": 0.25, "learning_rate": 0.0007548846539618857, "loss": 1.4314, "theoretical_loss": 3.742379080351899, "tokens_seen": 833880064 }, { "epoch": 0.25, "learning_rate": 0.0007548645937813441, "loss": 1.595, "theoretical_loss": 3.742350364068904, "tokens_seen": 833945600 }, { "epoch": 0.25, "learning_rate": 0.0007548445336008024, "loss": 1.5951, "theoretical_loss": 3.7423216506743167, "tokens_seen": 834011136 }, { "epoch": 0.25, "learning_rate": 0.0007548244734202609, "loss": 1.5699, "theoretical_loss": 3.7422929401676206, "tokens_seen": 834076672 }, { "epoch": 0.25, "learning_rate": 0.0007548044132397191, "loss": 1.6379, "theoretical_loss": 3.7422642325482975, "tokens_seen": 834142208 }, { "epoch": 0.25, "learning_rate": 0.0007547843530591776, "loss": 1.6456, "theoretical_loss": 3.742235527815831, "tokens_seen": 834207744 }, { "epoch": 0.25, "learning_rate": 0.000754764292878636, "loss": 1.6048, "theoretical_loss": 3.7422068259697037, "tokens_seen": 834273280 }, { "epoch": 0.25, "learning_rate": 0.0007547442326980943, "loss": 1.6854, "theoretical_loss": 3.7421781270093986, "tokens_seen": 834338816 }, { "epoch": 0.25, "learning_rate": 0.0007547241725175527, "loss": 1.6284, "theoretical_loss": 3.742149430934398, "tokens_seen": 834404352 }, { "epoch": 0.25, "learning_rate": 0.000754704112337011, "loss": 1.6139, "theoretical_loss": 3.742120737744187, "tokens_seen": 834469888 }, { "epoch": 0.25, "learning_rate": 0.0007546840521564694, "loss": 1.6395, "theoretical_loss": 3.742092047438248, "tokens_seen": 834535424 }, { "epoch": 0.25, "learning_rate": 0.0007546639919759279, "loss": 1.6599, "theoretical_loss": 3.7420633600160644, "tokens_seen": 834600960 }, { "epoch": 0.25, "learning_rate": 0.0007546439317953861, "loss": 1.6314, "theoretical_loss": 3.7420346754771208, "tokens_seen": 834666496 }, { "epoch": 0.25, "learning_rate": 0.0007546238716148446, "loss": 1.5749, "theoretical_loss": 3.7420059938209, "tokens_seen": 834732032 }, { "epoch": 0.25, "learning_rate": 0.000754603811434303, "loss": 1.5115, "theoretical_loss": 3.741977315046887, "tokens_seen": 834797568 }, { "epoch": 0.25, "learning_rate": 0.0007545837512537613, "loss": 1.6436, "theoretical_loss": 3.7419486391545655, "tokens_seen": 834863104 }, { "epoch": 0.25, "learning_rate": 0.0007545636910732197, "loss": 1.4517, "theoretical_loss": 3.7419199661434197, "tokens_seen": 834928640 }, { "epoch": 0.25, "learning_rate": 0.000754543630892678, "loss": 1.5856, "theoretical_loss": 3.741891296012934, "tokens_seen": 834994176 }, { "epoch": 0.25, "learning_rate": 0.0007545235707121364, "loss": 1.6453, "theoretical_loss": 3.7418626287625933, "tokens_seen": 835059712 }, { "epoch": 0.25, "learning_rate": 0.0007545035105315949, "loss": 1.5438, "theoretical_loss": 3.7418339643918817, "tokens_seen": 835125248 }, { "epoch": 0.25, "learning_rate": 0.0007544834503510531, "loss": 1.557, "theoretical_loss": 3.7418053029002842, "tokens_seen": 835190784 }, { "epoch": 0.25, "learning_rate": 0.0007544633901705116, "loss": 1.4746, "theoretical_loss": 3.741776644287286, "tokens_seen": 835256320 }, { "epoch": 0.25, "learning_rate": 0.0007544433299899699, "loss": 1.5006, "theoretical_loss": 3.7417479885523717, "tokens_seen": 835321856 }, { "epoch": 0.25, "learning_rate": 0.0007544232698094283, "loss": 1.5148, "theoretical_loss": 3.741719335695027, "tokens_seen": 835387392 }, { "epoch": 0.25, "learning_rate": 0.0007544032096288867, "loss": 1.4897, "theoretical_loss": 3.7416906857147367, "tokens_seen": 835452928 }, { "epoch": 0.25, "learning_rate": 0.000754383149448345, "loss": 1.593, "theoretical_loss": 3.741662038610987, "tokens_seen": 835518464 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.48869842290878296, "objective/train/docs_used": 308483, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.430486798286438, "objective/train/original_loss": 1.430486798286438, "objective/train/theoretical_loss": 3.741633394383263, "objective/train/tokens_used": 856044000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23980596661567688, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500887632369995, "objective/train/weighted_lm_loss": 1.501882553100586, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.741633394383263, "tokens_seen": 835584000 }, { "epoch": 0.25, "learning_rate": 0.0007543630892678034, "loss": 1.4851, "theoretical_loss": 3.741633394383263, "tokens_seen": 835584000 }, { "epoch": 0.25, "learning_rate": 0.0007543430290872618, "loss": 1.459, "theoretical_loss": 3.7416047530310506, "tokens_seen": 835649536 }, { "epoch": 0.25, "learning_rate": 0.0007543229689067201, "loss": 1.592, "theoretical_loss": 3.741576114553835, "tokens_seen": 835715072 }, { "epoch": 0.25, "learning_rate": 0.0007543029087261786, "loss": 1.6269, "theoretical_loss": 3.741547478951103, "tokens_seen": 835780608 }, { "epoch": 0.25, "learning_rate": 0.0007542828485456369, "loss": 1.5377, "theoretical_loss": 3.7415188462223403, "tokens_seen": 835846144 }, { "epoch": 0.25, "learning_rate": 0.0007542627883650953, "loss": 1.6276, "theoretical_loss": 3.7414902163670334, "tokens_seen": 835911680 }, { "epoch": 0.25, "learning_rate": 0.0007542427281845537, "loss": 1.504, "theoretical_loss": 3.7414615893846683, "tokens_seen": 835977216 }, { "epoch": 0.25, "learning_rate": 0.000754222668004012, "loss": 1.543, "theoretical_loss": 3.741432965274732, "tokens_seen": 836042752 }, { "epoch": 0.25, "learning_rate": 0.0007542026078234704, "loss": 1.5845, "theoretical_loss": 3.7414043440367113, "tokens_seen": 836108288 }, { "epoch": 0.25, "learning_rate": 0.0007541825476429288, "loss": 1.6035, "theoretical_loss": 3.741375725670092, "tokens_seen": 836173824 }, { "epoch": 0.25, "learning_rate": 0.0007541624874623871, "loss": 1.4841, "theoretical_loss": 3.741347110174362, "tokens_seen": 836239360 }, { "epoch": 0.25, "learning_rate": 0.0007541424272818456, "loss": 1.5724, "theoretical_loss": 3.741318497549008, "tokens_seen": 836304896 }, { "epoch": 0.25, "learning_rate": 0.0007541223671013039, "loss": 1.521, "theoretical_loss": 3.741289887793517, "tokens_seen": 836370432 }, { "epoch": 0.25, "learning_rate": 0.0007541023069207623, "loss": 1.6116, "theoretical_loss": 3.741261280907376, "tokens_seen": 836435968 }, { "epoch": 0.25, "learning_rate": 0.0007540822467402206, "loss": 1.5549, "theoretical_loss": 3.741232676890074, "tokens_seen": 836501504 }, { "epoch": 0.25, "learning_rate": 0.0007540621865596791, "loss": 1.5367, "theoretical_loss": 3.7412040757410967, "tokens_seen": 836567040 }, { "epoch": 0.25, "learning_rate": 0.0007540421263791374, "loss": 1.5972, "theoretical_loss": 3.741175477459933, "tokens_seen": 836632576 }, { "epoch": 0.25, "learning_rate": 0.0007540220661985958, "loss": 1.639, "theoretical_loss": 3.7411468820460705, "tokens_seen": 836698112 }, { "epoch": 0.25, "learning_rate": 0.0007540020060180541, "loss": 1.5806, "theoretical_loss": 3.7411182894989965, "tokens_seen": 836763648 }, { "epoch": 0.25, "learning_rate": 0.0007539819458375125, "loss": 1.5557, "theoretical_loss": 3.7410896998181995, "tokens_seen": 836829184 }, { "epoch": 0.25, "learning_rate": 0.0007539618856569709, "loss": 1.7171, "theoretical_loss": 3.741061113003168, "tokens_seen": 836894720 }, { "epoch": 0.25, "learning_rate": 0.0007539418254764293, "loss": 1.4715, "theoretical_loss": 3.74103252905339, "tokens_seen": 836960256 }, { "epoch": 0.25, "learning_rate": 0.0007539217652958876, "loss": 1.5927, "theoretical_loss": 3.7410039479683546, "tokens_seen": 837025792 }, { "epoch": 0.25, "learning_rate": 0.0007539017051153461, "loss": 1.5528, "theoretical_loss": 3.7409753697475496, "tokens_seen": 837091328 }, { "epoch": 0.25, "learning_rate": 0.0007538816449348044, "loss": 1.6177, "theoretical_loss": 3.7409467943904646, "tokens_seen": 837156864 }, { "epoch": 0.25, "learning_rate": 0.0007538615847542628, "loss": 1.5009, "theoretical_loss": 3.740918221896588, "tokens_seen": 837222400 }, { "epoch": 0.25, "learning_rate": 0.0007538415245737212, "loss": 1.4693, "theoretical_loss": 3.740889652265408, "tokens_seen": 837287936 }, { "epoch": 0.25, "learning_rate": 0.0007538214643931795, "loss": 1.5493, "theoretical_loss": 3.740861085496416, "tokens_seen": 837353472 }, { "epoch": 0.25, "learning_rate": 0.0007538014042126379, "loss": 1.5485, "theoretical_loss": 3.7408325215890987, "tokens_seen": 837419008 }, { "epoch": 0.25, "learning_rate": 0.0007537813440320963, "loss": 1.5362, "theoretical_loss": 3.740803960542947, "tokens_seen": 837484544 }, { "epoch": 0.25, "learning_rate": 0.0007537612838515546, "loss": 1.6278, "theoretical_loss": 3.7407754023574507, "tokens_seen": 837550080 }, { "epoch": 0.25, "learning_rate": 0.0007537412236710131, "loss": 1.6681, "theoretical_loss": 3.7407468470320984, "tokens_seen": 837615616 }, { "epoch": 0.25, "learning_rate": 0.0007537211634904714, "loss": 1.5349, "theoretical_loss": 3.7407182945663804, "tokens_seen": 837681152 }, { "epoch": 0.25, "learning_rate": 0.0007537011033099298, "loss": 1.4744, "theoretical_loss": 3.740689744959787, "tokens_seen": 837746688 }, { "epoch": 0.25, "learning_rate": 0.0007536810431293883, "loss": 1.5358, "theoretical_loss": 3.7406611982118076, "tokens_seen": 837812224 }, { "epoch": 0.25, "learning_rate": 0.0007536609829488465, "loss": 1.6256, "theoretical_loss": 3.740632654321933, "tokens_seen": 837877760 }, { "epoch": 0.25, "learning_rate": 0.000753640922768305, "loss": 1.5036, "theoretical_loss": 3.740604113289653, "tokens_seen": 837943296 }, { "epoch": 0.25, "learning_rate": 0.0007536208625877634, "loss": 1.6421, "theoretical_loss": 3.7405755751144585, "tokens_seen": 838008832 }, { "epoch": 0.25, "learning_rate": 0.0007536008024072217, "loss": 1.4505, "theoretical_loss": 3.74054703979584, "tokens_seen": 838074368 }, { "epoch": 0.25, "learning_rate": 0.0007535807422266801, "loss": 1.6085, "theoretical_loss": 3.740518507333288, "tokens_seen": 838139904 }, { "epoch": 0.25, "learning_rate": 0.0007535606820461384, "loss": 1.5295, "theoretical_loss": 3.740489977726293, "tokens_seen": 838205440 }, { "epoch": 0.25, "learning_rate": 0.0007535406218655968, "loss": 1.5317, "theoretical_loss": 3.740461450974347, "tokens_seen": 838270976 }, { "epoch": 0.25, "learning_rate": 0.0007535205616850553, "loss": 1.6773, "theoretical_loss": 3.7404329270769403, "tokens_seen": 838336512 }, { "epoch": 0.25, "learning_rate": 0.0007535005015045135, "loss": 1.533, "theoretical_loss": 3.740404406033565, "tokens_seen": 838402048 }, { "epoch": 0.25, "learning_rate": 0.000753480441323972, "loss": 1.561, "theoretical_loss": 3.740375887843711, "tokens_seen": 838467584 }, { "epoch": 0.25, "learning_rate": 0.0007534603811434303, "loss": 1.5232, "theoretical_loss": 3.7403473725068714, "tokens_seen": 838533120 }, { "epoch": 0.25, "learning_rate": 0.0007534403209628887, "loss": 1.5341, "theoretical_loss": 3.740318860022537, "tokens_seen": 838598656 }, { "epoch": 0.25, "learning_rate": 0.0007534202607823471, "loss": 1.5059, "theoretical_loss": 3.7402903503901994, "tokens_seen": 838664192 }, { "epoch": 0.25, "learning_rate": 0.0007534002006018054, "loss": 1.4549, "theoretical_loss": 3.7402618436093507, "tokens_seen": 838729728 }, { "epoch": 0.25, "learning_rate": 0.0007533801404212638, "loss": 1.5546, "theoretical_loss": 3.7402333396794836, "tokens_seen": 838795264 }, { "epoch": 0.25, "objective/train/advantage_avg": 0.48842087388038635, "objective/train/docs_used": 309674, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6240943670272827, "objective/train/original_loss": 1.6240941286087036, "objective/train/theoretical_loss": 3.7402048386000892, "objective/train/tokens_used": 859320800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.239604189991951, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500600337982178, "objective/train/weighted_lm_loss": 1.7052289247512817, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7402048386000892, "tokens_seen": 838860800 }, { "epoch": 0.25, "learning_rate": 0.0007533600802407222, "loss": 1.5896, "theoretical_loss": 3.7402048386000892, "tokens_seen": 838860800 }, { "epoch": 0.25, "learning_rate": 0.0007533400200601805, "loss": 1.5204, "theoretical_loss": 3.7401763403706605, "tokens_seen": 838926336 }, { "epoch": 0.25, "learning_rate": 0.000753319959879639, "loss": 1.5178, "theoretical_loss": 3.7401478449906893, "tokens_seen": 838991872 }, { "epoch": 0.25, "learning_rate": 0.0007532998996990973, "loss": 1.4565, "theoretical_loss": 3.7401193524596685, "tokens_seen": 839057408 }, { "epoch": 0.25, "learning_rate": 0.0007532798395185557, "loss": 1.5001, "theoretical_loss": 3.740090862777091, "tokens_seen": 839122944 }, { "epoch": 0.25, "learning_rate": 0.0007532597793380141, "loss": 1.6334, "theoretical_loss": 3.740062375942449, "tokens_seen": 839188480 }, { "epoch": 0.25, "learning_rate": 0.0007532397191574725, "loss": 1.5466, "theoretical_loss": 3.7400338919552363, "tokens_seen": 839254016 }, { "epoch": 0.25, "learning_rate": 0.0007532196589769308, "loss": 1.6565, "theoretical_loss": 3.7400054108149456, "tokens_seen": 839319552 }, { "epoch": 0.25, "learning_rate": 0.0007531995987963892, "loss": 1.4955, "theoretical_loss": 3.7399769325210697, "tokens_seen": 839385088 }, { "epoch": 0.25, "learning_rate": 0.0007531795386158475, "loss": 1.5765, "theoretical_loss": 3.739948457073102, "tokens_seen": 839450624 }, { "epoch": 0.25, "learning_rate": 0.000753159478435306, "loss": 1.5434, "theoretical_loss": 3.7399199844705366, "tokens_seen": 839516160 }, { "epoch": 0.25, "learning_rate": 0.0007531394182547643, "loss": 1.4989, "theoretical_loss": 3.739891514712866, "tokens_seen": 839581696 }, { "epoch": 0.25, "learning_rate": 0.0007531193580742227, "loss": 1.6399, "theoretical_loss": 3.7398630477995853, "tokens_seen": 839647232 }, { "epoch": 0.25, "learning_rate": 0.000753099297893681, "loss": 1.5399, "theoretical_loss": 3.7398345837301874, "tokens_seen": 839712768 }, { "epoch": 0.25, "learning_rate": 0.0007530792377131395, "loss": 1.5446, "theoretical_loss": 3.7398061225041666, "tokens_seen": 839778304 }, { "epoch": 0.25, "learning_rate": 0.0007530591775325978, "loss": 1.4925, "theoretical_loss": 3.739777664121016, "tokens_seen": 839843840 }, { "epoch": 0.25, "learning_rate": 0.0007530391173520562, "loss": 1.5057, "theoretical_loss": 3.7397492085802315, "tokens_seen": 839909376 }, { "epoch": 0.25, "learning_rate": 0.0007530190571715145, "loss": 1.5112, "theoretical_loss": 3.7397207558813066, "tokens_seen": 839974912 }, { "epoch": 0.25, "learning_rate": 0.0007529989969909729, "loss": 1.51, "theoretical_loss": 3.739692306023736, "tokens_seen": 840040448 }, { "epoch": 0.25, "learning_rate": 0.0007529789368104313, "loss": 1.5999, "theoretical_loss": 3.7396638590070133, "tokens_seen": 840105984 }, { "epoch": 0.25, "learning_rate": 0.0007529588766298897, "loss": 1.5856, "theoretical_loss": 3.739635414830635, "tokens_seen": 840171520 }, { "epoch": 0.25, "learning_rate": 0.000752938816449348, "loss": 1.4993, "theoretical_loss": 3.739606973494095, "tokens_seen": 840237056 }, { "epoch": 0.25, "learning_rate": 0.0007529187562688065, "loss": 1.5519, "theoretical_loss": 3.7395785349968884, "tokens_seen": 840302592 }, { "epoch": 0.25, "learning_rate": 0.0007528986960882648, "loss": 1.5795, "theoretical_loss": 3.73955009933851, "tokens_seen": 840368128 }, { "epoch": 0.25, "learning_rate": 0.0007528786359077232, "loss": 1.549, "theoretical_loss": 3.7395216665184554, "tokens_seen": 840433664 }, { "epoch": 0.25, "learning_rate": 0.0007528585757271816, "loss": 1.5394, "theoretical_loss": 3.7394932365362203, "tokens_seen": 840499200 }, { "epoch": 0.25, "learning_rate": 0.0007528385155466399, "loss": 1.6368, "theoretical_loss": 3.7394648093912997, "tokens_seen": 840564736 }, { "epoch": 0.25, "learning_rate": 0.0007528184553660983, "loss": 1.6394, "theoretical_loss": 3.7394363850831898, "tokens_seen": 840630272 }, { "epoch": 0.25, "learning_rate": 0.0007527983951855567, "loss": 1.6021, "theoretical_loss": 3.739407963611386, "tokens_seen": 840695808 }, { "epoch": 0.25, "learning_rate": 0.000752778335005015, "loss": 1.5265, "theoretical_loss": 3.739379544975384, "tokens_seen": 840761344 }, { "epoch": 0.25, "learning_rate": 0.0007527582748244735, "loss": 1.456, "theoretical_loss": 3.73935112917468, "tokens_seen": 840826880 }, { "epoch": 0.25, "learning_rate": 0.0007527382146439317, "loss": 1.588, "theoretical_loss": 3.739322716208771, "tokens_seen": 840892416 }, { "epoch": 0.25, "learning_rate": 0.0007527181544633902, "loss": 1.4061, "theoretical_loss": 3.739294306077152, "tokens_seen": 840957952 }, { "epoch": 0.25, "learning_rate": 0.0007526980942828486, "loss": 1.5727, "theoretical_loss": 3.73926589877932, "tokens_seen": 841023488 }, { "epoch": 0.25, "learning_rate": 0.0007526780341023069, "loss": 1.6156, "theoretical_loss": 3.7392374943147715, "tokens_seen": 841089024 }, { "epoch": 0.25, "learning_rate": 0.0007526579739217653, "loss": 1.5839, "theoretical_loss": 3.7392090926830037, "tokens_seen": 841154560 }, { "epoch": 0.25, "learning_rate": 0.0007526379137412238, "loss": 1.5879, "theoretical_loss": 3.7391806938835126, "tokens_seen": 841220096 }, { "epoch": 0.25, "learning_rate": 0.000752617853560682, "loss": 1.5525, "theoretical_loss": 3.739152297915796, "tokens_seen": 841285632 }, { "epoch": 0.25, "learning_rate": 0.0007525977933801405, "loss": 1.5303, "theoretical_loss": 3.7391239047793494, "tokens_seen": 841351168 }, { "epoch": 0.25, "learning_rate": 0.0007525777331995987, "loss": 1.5798, "theoretical_loss": 3.7390955144736724, "tokens_seen": 841416704 }, { "epoch": 0.25, "learning_rate": 0.0007525576730190572, "loss": 1.4629, "theoretical_loss": 3.7390671269982603, "tokens_seen": 841482240 }, { "epoch": 0.26, "learning_rate": 0.0007525376128385156, "loss": 1.5027, "theoretical_loss": 3.7390387423526112, "tokens_seen": 841547776 }, { "epoch": 0.26, "learning_rate": 0.0007525175526579739, "loss": 1.5406, "theoretical_loss": 3.7390103605362226, "tokens_seen": 841613312 }, { "epoch": 0.26, "learning_rate": 0.0007524974924774323, "loss": 1.564, "theoretical_loss": 3.7389819815485925, "tokens_seen": 841678848 }, { "epoch": 0.26, "learning_rate": 0.0007524774322968907, "loss": 1.583, "theoretical_loss": 3.7389536053892187, "tokens_seen": 841744384 }, { "epoch": 0.26, "learning_rate": 0.000752457372116349, "loss": 1.5158, "theoretical_loss": 3.738925232057599, "tokens_seen": 841809920 }, { "epoch": 0.26, "learning_rate": 0.0007524373119358075, "loss": 1.4892, "theoretical_loss": 3.7388968615532314, "tokens_seen": 841875456 }, { "epoch": 0.26, "learning_rate": 0.0007524172517552657, "loss": 1.4491, "theoretical_loss": 3.7388684938756143, "tokens_seen": 841940992 }, { "epoch": 0.26, "learning_rate": 0.0007523971915747242, "loss": 1.5758, "theoretical_loss": 3.738840129024246, "tokens_seen": 842006528 }, { "epoch": 0.26, "learning_rate": 0.0007523771313941825, "loss": 1.5729, "theoretical_loss": 3.7388117669986256, "tokens_seen": 842072064 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.497471421957016, "objective/train/docs_used": 310992, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3830622434616089, "objective/train/original_loss": 1.3830621242523193, "objective/train/theoretical_loss": 3.73878340779825, "objective/train/tokens_used": 862597600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24755065143108368, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0510058403015137, "objective/train/weighted_lm_loss": 1.45350182056427, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.73878340779825, "tokens_seen": 842137600 }, { "epoch": 0.26, "learning_rate": 0.0007523570712136409, "loss": 1.5498, "theoretical_loss": 3.73878340779825, "tokens_seen": 842137600 }, { "epoch": 0.26, "learning_rate": 0.0007523370110330993, "loss": 1.511, "theoretical_loss": 3.73875505142262, "tokens_seen": 842203136 }, { "epoch": 0.26, "learning_rate": 0.0007523169508525577, "loss": 1.6271, "theoretical_loss": 3.738726697871233, "tokens_seen": 842268672 }, { "epoch": 0.26, "learning_rate": 0.000752296890672016, "loss": 1.5885, "theoretical_loss": 3.738698347143589, "tokens_seen": 842334208 }, { "epoch": 0.26, "learning_rate": 0.0007522768304914745, "loss": 1.6028, "theoretical_loss": 3.7386699992391863, "tokens_seen": 842399744 }, { "epoch": 0.26, "learning_rate": 0.0007522567703109327, "loss": 1.6317, "theoretical_loss": 3.738641654157524, "tokens_seen": 842465280 }, { "epoch": 0.26, "learning_rate": 0.0007522367101303912, "loss": 1.6164, "theoretical_loss": 3.738613311898103, "tokens_seen": 842530816 }, { "epoch": 0.26, "learning_rate": 0.0007522166499498496, "loss": 1.5632, "theoretical_loss": 3.738584972460421, "tokens_seen": 842596352 }, { "epoch": 0.26, "learning_rate": 0.0007521965897693079, "loss": 1.5123, "theoretical_loss": 3.7385566358439783, "tokens_seen": 842661888 }, { "epoch": 0.26, "learning_rate": 0.0007521765295887664, "loss": 1.5289, "theoretical_loss": 3.738528302048275, "tokens_seen": 842727424 }, { "epoch": 0.26, "learning_rate": 0.0007521564694082247, "loss": 1.5827, "theoretical_loss": 3.7384999710728106, "tokens_seen": 842792960 }, { "epoch": 0.26, "learning_rate": 0.0007521364092276831, "loss": 1.5191, "theoretical_loss": 3.7384716429170854, "tokens_seen": 842858496 }, { "epoch": 0.26, "learning_rate": 0.0007521163490471414, "loss": 1.6011, "theoretical_loss": 3.7384433175805993, "tokens_seen": 842924032 }, { "epoch": 0.26, "learning_rate": 0.0007520962888665999, "loss": 1.5683, "theoretical_loss": 3.7384149950628522, "tokens_seen": 842989568 }, { "epoch": 0.26, "learning_rate": 0.0007520762286860582, "loss": 1.5471, "theoretical_loss": 3.738386675363346, "tokens_seen": 843055104 }, { "epoch": 0.26, "learning_rate": 0.0007520561685055166, "loss": 1.4593, "theoretical_loss": 3.7383583584815794, "tokens_seen": 843120640 }, { "epoch": 0.26, "learning_rate": 0.000752036108324975, "loss": 1.5507, "theoretical_loss": 3.7383300444170535, "tokens_seen": 843186176 }, { "epoch": 0.26, "learning_rate": 0.0007520160481444333, "loss": 1.6072, "theoretical_loss": 3.73830173316927, "tokens_seen": 843251712 }, { "epoch": 0.26, "learning_rate": 0.0007519959879638917, "loss": 1.5783, "theoretical_loss": 3.738273424737729, "tokens_seen": 843317248 }, { "epoch": 0.26, "learning_rate": 0.0007519759277833501, "loss": 1.6217, "theoretical_loss": 3.738245119121932, "tokens_seen": 843382784 }, { "epoch": 0.26, "learning_rate": 0.0007519558676028084, "loss": 1.5077, "theoretical_loss": 3.7382168163213794, "tokens_seen": 843448320 }, { "epoch": 0.26, "learning_rate": 0.0007519358074222669, "loss": 1.643, "theoretical_loss": 3.7381885163355735, "tokens_seen": 843513856 }, { "epoch": 0.26, "learning_rate": 0.0007519157472417252, "loss": 1.6405, "theoretical_loss": 3.7381602191640146, "tokens_seen": 843579392 }, { "epoch": 0.26, "learning_rate": 0.0007518956870611836, "loss": 1.5195, "theoretical_loss": 3.738131924806205, "tokens_seen": 843644928 }, { "epoch": 0.26, "learning_rate": 0.000751875626880642, "loss": 1.6215, "theoretical_loss": 3.7381036332616464, "tokens_seen": 843710464 }, { "epoch": 0.26, "learning_rate": 0.0007518555667001003, "loss": 1.5798, "theoretical_loss": 3.7380753445298405, "tokens_seen": 843776000 }, { "epoch": 0.26, "learning_rate": 0.0007518355065195587, "loss": 1.5071, "theoretical_loss": 3.738047058610289, "tokens_seen": 843841536 }, { "epoch": 0.26, "learning_rate": 0.0007518154463390171, "loss": 1.5521, "theoretical_loss": 3.738018775502494, "tokens_seen": 843907072 }, { "epoch": 0.26, "learning_rate": 0.0007517953861584754, "loss": 1.5729, "theoretical_loss": 3.737990495205958, "tokens_seen": 843972608 }, { "epoch": 0.26, "learning_rate": 0.0007517753259779339, "loss": 1.547, "theoretical_loss": 3.737962217720183, "tokens_seen": 844038144 }, { "epoch": 0.26, "learning_rate": 0.0007517552657973921, "loss": 1.5505, "theoretical_loss": 3.7379339430446707, "tokens_seen": 844103680 }, { "epoch": 0.26, "learning_rate": 0.0007517352056168506, "loss": 1.4746, "theoretical_loss": 3.7379056711789254, "tokens_seen": 844169216 }, { "epoch": 0.26, "learning_rate": 0.000751715145436309, "loss": 1.4957, "theoretical_loss": 3.7378774021224483, "tokens_seen": 844234752 }, { "epoch": 0.26, "learning_rate": 0.0007516950852557673, "loss": 1.5137, "theoretical_loss": 3.7378491358747428, "tokens_seen": 844300288 }, { "epoch": 0.26, "learning_rate": 0.0007516750250752257, "loss": 1.5961, "theoretical_loss": 3.7378208724353117, "tokens_seen": 844365824 }, { "epoch": 0.26, "learning_rate": 0.0007516549648946842, "loss": 1.4582, "theoretical_loss": 3.737792611803658, "tokens_seen": 844431360 }, { "epoch": 0.26, "learning_rate": 0.0007516349047141424, "loss": 1.5893, "theoretical_loss": 3.7377643539792853, "tokens_seen": 844496896 }, { "epoch": 0.26, "learning_rate": 0.0007516148445336009, "loss": 1.7006, "theoretical_loss": 3.7377360989616966, "tokens_seen": 844562432 }, { "epoch": 0.26, "learning_rate": 0.0007515947843530591, "loss": 1.5392, "theoretical_loss": 3.7377078467503955, "tokens_seen": 844627968 }, { "epoch": 0.26, "learning_rate": 0.0007515747241725176, "loss": 1.5349, "theoretical_loss": 3.7376795973448855, "tokens_seen": 844693504 }, { "epoch": 0.26, "learning_rate": 0.000751554663991976, "loss": 1.6522, "theoretical_loss": 3.73765135074467, "tokens_seen": 844759040 }, { "epoch": 0.26, "learning_rate": 0.0007515346038114343, "loss": 1.6435, "theoretical_loss": 3.7376231069492527, "tokens_seen": 844824576 }, { "epoch": 0.26, "learning_rate": 0.0007515145436308927, "loss": 1.4764, "theoretical_loss": 3.737594865958138, "tokens_seen": 844890112 }, { "epoch": 0.26, "learning_rate": 0.000751494483450351, "loss": 1.5079, "theoretical_loss": 3.73756662777083, "tokens_seen": 844955648 }, { "epoch": 0.26, "learning_rate": 0.0007514744232698094, "loss": 1.536, "theoretical_loss": 3.737538392386833, "tokens_seen": 845021184 }, { "epoch": 0.26, "learning_rate": 0.0007514543630892679, "loss": 1.5965, "theoretical_loss": 3.737510159805651, "tokens_seen": 845086720 }, { "epoch": 0.26, "learning_rate": 0.0007514343029087261, "loss": 1.5188, "theoretical_loss": 3.7374819300267883, "tokens_seen": 845152256 }, { "epoch": 0.26, "learning_rate": 0.0007514142427281846, "loss": 1.6061, "theoretical_loss": 3.73745370304975, "tokens_seen": 845217792 }, { "epoch": 0.26, "learning_rate": 0.0007513941825476429, "loss": 1.5451, "theoretical_loss": 3.73742547887404, "tokens_seen": 845283328 }, { "epoch": 0.26, "learning_rate": 0.0007513741223671013, "loss": 1.532, "theoretical_loss": 3.7373972574991643, "tokens_seen": 845348864 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.49380365014076233, "objective/train/docs_used": 312167, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4567852020263672, "objective/train/original_loss": 1.4567852020263672, "objective/train/theoretical_loss": 3.7373690389246272, "objective/train/tokens_used": 865874400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24405476450920105, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506211519241333, "objective/train/weighted_lm_loss": 1.530515193939209, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0293704271316528, "theoretical_loss": 3.7373690389246272, "tokens_seen": 845414400 }, { "epoch": 0.26, "learning_rate": 0.0007513540621865597, "loss": 1.5228, "theoretical_loss": 3.7373690389246272, "tokens_seen": 845414400 }, { "epoch": 0.26, "learning_rate": 0.0007513340020060181, "loss": 1.6306, "theoretical_loss": 3.737340823149933, "tokens_seen": 845479936 }, { "epoch": 0.26, "learning_rate": 0.0007513139418254764, "loss": 1.6652, "theoretical_loss": 3.7373126101745884, "tokens_seen": 845545472 }, { "epoch": 0.26, "learning_rate": 0.0007512938816449349, "loss": 1.4816, "theoretical_loss": 3.737284399998098, "tokens_seen": 845611008 }, { "epoch": 0.26, "learning_rate": 0.0007512738214643931, "loss": 1.5889, "theoretical_loss": 3.737256192619967, "tokens_seen": 845676544 }, { "epoch": 0.26, "learning_rate": 0.0007512537612838516, "loss": 1.5589, "theoretical_loss": 3.7372279880397015, "tokens_seen": 845742080 }, { "epoch": 0.26, "learning_rate": 0.0007512337011033099, "loss": 1.598, "theoretical_loss": 3.7371997862568067, "tokens_seen": 845807616 }, { "epoch": 0.26, "learning_rate": 0.0007512136409227683, "loss": 1.4905, "theoretical_loss": 3.7371715872707894, "tokens_seen": 845873152 }, { "epoch": 0.26, "learning_rate": 0.0007511935807422267, "loss": 1.4481, "theoretical_loss": 3.737143391081154, "tokens_seen": 845938688 }, { "epoch": 0.26, "learning_rate": 0.0007511735205616851, "loss": 1.5655, "theoretical_loss": 3.737115197687408, "tokens_seen": 846004224 }, { "epoch": 0.26, "learning_rate": 0.0007511534603811434, "loss": 1.5256, "theoretical_loss": 3.7370870070890567, "tokens_seen": 846069760 }, { "epoch": 0.26, "learning_rate": 0.0007511334002006018, "loss": 1.5503, "theoretical_loss": 3.7370588192856067, "tokens_seen": 846135296 }, { "epoch": 0.26, "learning_rate": 0.0007511133400200602, "loss": 1.5232, "theoretical_loss": 3.7370306342765653, "tokens_seen": 846200832 }, { "epoch": 0.26, "learning_rate": 0.0007510932798395186, "loss": 1.4504, "theoretical_loss": 3.7370024520614376, "tokens_seen": 846266368 }, { "epoch": 0.26, "learning_rate": 0.0007510732196589769, "loss": 1.5799, "theoretical_loss": 3.7369742726397313, "tokens_seen": 846331904 }, { "epoch": 0.26, "learning_rate": 0.0007510531594784353, "loss": 1.4536, "theoretical_loss": 3.7369460960109535, "tokens_seen": 846397440 }, { "epoch": 0.26, "learning_rate": 0.0007510330992978936, "loss": 1.4992, "theoretical_loss": 3.73691792217461, "tokens_seen": 846462976 }, { "epoch": 0.26, "learning_rate": 0.0007510130391173521, "loss": 1.5582, "theoretical_loss": 3.7368897511302093, "tokens_seen": 846528512 }, { "epoch": 0.26, "learning_rate": 0.0007509929789368104, "loss": 1.5726, "theoretical_loss": 3.736861582877257, "tokens_seen": 846594048 }, { "epoch": 0.26, "learning_rate": 0.0007509729187562688, "loss": 1.6649, "theoretical_loss": 3.7368334174152618, "tokens_seen": 846659584 }, { "epoch": 0.26, "learning_rate": 0.0007509528585757272, "loss": 1.528, "theoretical_loss": 3.7368052547437305, "tokens_seen": 846725120 }, { "epoch": 0.26, "learning_rate": 0.0007509327983951856, "loss": 1.5241, "theoretical_loss": 3.736777094862171, "tokens_seen": 846790656 }, { "epoch": 0.26, "learning_rate": 0.0007509127382146439, "loss": 1.6048, "theoretical_loss": 3.736748937770091, "tokens_seen": 846856192 }, { "epoch": 0.26, "learning_rate": 0.0007508926780341024, "loss": 1.5251, "theoretical_loss": 3.736720783466998, "tokens_seen": 846921728 }, { "epoch": 0.26, "learning_rate": 0.0007508726178535606, "loss": 1.5874, "theoretical_loss": 3.7366926319524003, "tokens_seen": 846987264 }, { "epoch": 0.26, "learning_rate": 0.0007508525576730191, "loss": 1.4589, "theoretical_loss": 3.736664483225806, "tokens_seen": 847052800 }, { "epoch": 0.26, "learning_rate": 0.0007508324974924774, "loss": 1.59, "theoretical_loss": 3.736636337286723, "tokens_seen": 847118336 }, { "epoch": 0.26, "learning_rate": 0.0007508124373119358, "loss": 1.5507, "theoretical_loss": 3.73660819413466, "tokens_seen": 847183872 }, { "epoch": 0.26, "learning_rate": 0.0007507923771313942, "loss": 1.4493, "theoretical_loss": 3.736580053769125, "tokens_seen": 847249408 }, { "epoch": 0.26, "learning_rate": 0.0007507723169508525, "loss": 1.443, "theoretical_loss": 3.736551916189627, "tokens_seen": 847314944 }, { "epoch": 0.26, "learning_rate": 0.0007507522567703109, "loss": 1.5318, "theoretical_loss": 3.736523781395675, "tokens_seen": 847380480 }, { "epoch": 0.26, "learning_rate": 0.0007507321965897694, "loss": 1.4341, "theoretical_loss": 3.736495649386777, "tokens_seen": 847446016 }, { "epoch": 0.26, "learning_rate": 0.0007507121364092277, "loss": 1.4859, "theoretical_loss": 3.736467520162442, "tokens_seen": 847511552 }, { "epoch": 0.26, "learning_rate": 0.0007506920762286861, "loss": 1.4939, "theoretical_loss": 3.7364393937221805, "tokens_seen": 847577088 }, { "epoch": 0.26, "learning_rate": 0.0007506720160481446, "loss": 1.6182, "theoretical_loss": 3.7364112700655, "tokens_seen": 847642624 }, { "epoch": 0.26, "learning_rate": 0.0007506519558676028, "loss": 1.5679, "theoretical_loss": 3.736383149191911, "tokens_seen": 847708160 }, { "epoch": 0.26, "learning_rate": 0.0007506318956870613, "loss": 1.5597, "theoretical_loss": 3.736355031100922, "tokens_seen": 847773696 }, { "epoch": 0.26, "learning_rate": 0.0007506118355065195, "loss": 1.4896, "theoretical_loss": 3.7363269157920436, "tokens_seen": 847839232 }, { "epoch": 0.26, "learning_rate": 0.000750591775325978, "loss": 1.6328, "theoretical_loss": 3.7362988032647846, "tokens_seen": 847904768 }, { "epoch": 0.26, "learning_rate": 0.0007505717151454364, "loss": 1.4984, "theoretical_loss": 3.736270693518655, "tokens_seen": 847970304 }, { "epoch": 0.26, "learning_rate": 0.0007505516549648947, "loss": 1.5644, "theoretical_loss": 3.7362425865531654, "tokens_seen": 848035840 }, { "epoch": 0.26, "learning_rate": 0.0007505315947843531, "loss": 1.5268, "theoretical_loss": 3.736214482367825, "tokens_seen": 848101376 }, { "epoch": 0.26, "learning_rate": 0.0007505115346038115, "loss": 1.621, "theoretical_loss": 3.7361863809621454, "tokens_seen": 848166912 }, { "epoch": 0.26, "learning_rate": 0.0007504914744232698, "loss": 1.6251, "theoretical_loss": 3.736158282335635, "tokens_seen": 848232448 }, { "epoch": 0.26, "learning_rate": 0.0007504714142427283, "loss": 1.4976, "theoretical_loss": 3.736130186487806, "tokens_seen": 848297984 }, { "epoch": 0.26, "learning_rate": 0.0007504513540621865, "loss": 1.6222, "theoretical_loss": 3.7361020934181677, "tokens_seen": 848363520 }, { "epoch": 0.26, "learning_rate": 0.000750431293881645, "loss": 1.4902, "theoretical_loss": 3.7360740031262316, "tokens_seen": 848429056 }, { "epoch": 0.26, "learning_rate": 0.0007504112337011033, "loss": 1.4338, "theoretical_loss": 3.7360459156115082, "tokens_seen": 848494592 }, { "epoch": 0.26, "learning_rate": 0.0007503911735205617, "loss": 1.5121, "theoretical_loss": 3.736017830873508, "tokens_seen": 848560128 }, { "epoch": 0.26, "learning_rate": 0.0007503711133400201, "loss": 1.5524, "theoretical_loss": 3.7359897489117433, "tokens_seen": 848625664 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.49475252628326416, "objective/train/docs_used": 313372, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5160740613937378, "objective/train/original_loss": 1.5160740613937378, "objective/train/theoretical_loss": 3.7359616697257243, "objective/train/tokens_used": 869151200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2455303817987442, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507235527038574, "objective/train/weighted_lm_loss": 1.5928984880447388, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.7788007855415344, "theoretical_loss": 3.7359616697257243, "tokens_seen": 848691200 }, { "epoch": 0.26, "learning_rate": 0.0007503510531594785, "loss": 1.5384, "theoretical_loss": 3.7359616697257243, "tokens_seen": 848691200 }, { "epoch": 0.26, "learning_rate": 0.0007503309929789368, "loss": 1.6608, "theoretical_loss": 3.7359335933149627, "tokens_seen": 848756736 }, { "epoch": 0.26, "learning_rate": 0.0007503109327983953, "loss": 1.4984, "theoretical_loss": 3.7359055196789694, "tokens_seen": 848822272 }, { "epoch": 0.26, "learning_rate": 0.0007502908726178535, "loss": 1.4786, "theoretical_loss": 3.735877448817257, "tokens_seen": 848887808 }, { "epoch": 0.26, "learning_rate": 0.000750270812437312, "loss": 1.5812, "theoretical_loss": 3.735849380729336, "tokens_seen": 848953344 }, { "epoch": 0.26, "learning_rate": 0.0007502507522567703, "loss": 1.5561, "theoretical_loss": 3.7358213154147193, "tokens_seen": 849018880 }, { "epoch": 0.26, "learning_rate": 0.0007502306920762287, "loss": 1.4531, "theoretical_loss": 3.7357932528729183, "tokens_seen": 849084416 }, { "epoch": 0.26, "learning_rate": 0.0007502106318956871, "loss": 1.5089, "theoretical_loss": 3.735765193103445, "tokens_seen": 849149952 }, { "epoch": 0.26, "learning_rate": 0.0007501905717151455, "loss": 1.5777, "theoretical_loss": 3.735737136105812, "tokens_seen": 849215488 }, { "epoch": 0.26, "learning_rate": 0.0007501705115346038, "loss": 1.6997, "theoretical_loss": 3.7357090818795307, "tokens_seen": 849281024 }, { "epoch": 0.26, "learning_rate": 0.0007501504513540622, "loss": 1.5849, "theoretical_loss": 3.7356810304241144, "tokens_seen": 849346560 }, { "epoch": 0.26, "learning_rate": 0.0007501303911735206, "loss": 1.7269, "theoretical_loss": 3.735652981739076, "tokens_seen": 849412096 }, { "epoch": 0.26, "learning_rate": 0.000750110330992979, "loss": 1.5565, "theoretical_loss": 3.735624935823927, "tokens_seen": 849477632 }, { "epoch": 0.26, "learning_rate": 0.0007500902708124373, "loss": 1.5821, "theoretical_loss": 3.7355968926781804, "tokens_seen": 849543168 }, { "epoch": 0.26, "learning_rate": 0.0007500702106318957, "loss": 1.4759, "theoretical_loss": 3.73556885230135, "tokens_seen": 849608704 }, { "epoch": 0.26, "learning_rate": 0.000750050150451354, "loss": 1.6343, "theoretical_loss": 3.735540814692949, "tokens_seen": 849674240 }, { "epoch": 0.26, "learning_rate": 0.0007500300902708125, "loss": 1.472, "theoretical_loss": 3.735512779852489, "tokens_seen": 849739776 }, { "epoch": 0.26, "learning_rate": 0.0007500100300902708, "loss": 1.4426, "theoretical_loss": 3.7354847477794846, "tokens_seen": 849805312 }, { "epoch": 0.26, "learning_rate": 0.0007499899699097292, "loss": 1.5739, "theoretical_loss": 3.735456718473449, "tokens_seen": 849870848 }, { "epoch": 0.26, "learning_rate": 0.0007499699097291876, "loss": 1.4898, "theoretical_loss": 3.735428691933895, "tokens_seen": 849936384 }, { "epoch": 0.26, "learning_rate": 0.000749949849548646, "loss": 1.4296, "theoretical_loss": 3.735400668160337, "tokens_seen": 850001920 }, { "epoch": 0.26, "learning_rate": 0.0007499297893681043, "loss": 1.4479, "theoretical_loss": 3.7353726471522894, "tokens_seen": 850067456 }, { "epoch": 0.26, "learning_rate": 0.0007499097291875628, "loss": 1.4514, "theoretical_loss": 3.7353446289092647, "tokens_seen": 850132992 }, { "epoch": 0.26, "learning_rate": 0.000749889669007021, "loss": 1.5855, "theoretical_loss": 3.7353166134307783, "tokens_seen": 850198528 }, { "epoch": 0.26, "learning_rate": 0.0007498696088264795, "loss": 1.6601, "theoretical_loss": 3.735288600716343, "tokens_seen": 850264064 }, { "epoch": 0.26, "learning_rate": 0.0007498495486459378, "loss": 1.4877, "theoretical_loss": 3.735260590765474, "tokens_seen": 850329600 }, { "epoch": 0.26, "learning_rate": 0.0007498294884653962, "loss": 1.5998, "theoretical_loss": 3.7352325835776856, "tokens_seen": 850395136 }, { "epoch": 0.26, "learning_rate": 0.0007498094282848546, "loss": 1.6309, "theoretical_loss": 3.7352045791524917, "tokens_seen": 850460672 }, { "epoch": 0.26, "learning_rate": 0.0007497893681043129, "loss": 1.5276, "theoretical_loss": 3.7351765774894075, "tokens_seen": 850526208 }, { "epoch": 0.26, "learning_rate": 0.0007497693079237713, "loss": 1.5248, "theoretical_loss": 3.735148578587948, "tokens_seen": 850591744 }, { "epoch": 0.26, "learning_rate": 0.0007497492477432298, "loss": 1.5823, "theoretical_loss": 3.7351205824476277, "tokens_seen": 850657280 }, { "epoch": 0.26, "learning_rate": 0.000749729187562688, "loss": 1.6346, "theoretical_loss": 3.7350925890679614, "tokens_seen": 850722816 }, { "epoch": 0.26, "learning_rate": 0.0007497091273821465, "loss": 1.4355, "theoretical_loss": 3.735064598448465, "tokens_seen": 850788352 }, { "epoch": 0.26, "learning_rate": 0.0007496890672016047, "loss": 1.6909, "theoretical_loss": 3.735036610588653, "tokens_seen": 850853888 }, { "epoch": 0.26, "learning_rate": 0.0007496690070210632, "loss": 1.6574, "theoretical_loss": 3.7350086254880415, "tokens_seen": 850919424 }, { "epoch": 0.26, "learning_rate": 0.0007496489468405216, "loss": 1.5837, "theoretical_loss": 3.734980643146145, "tokens_seen": 850984960 }, { "epoch": 0.26, "learning_rate": 0.0007496288866599799, "loss": 1.5587, "theoretical_loss": 3.73495266356248, "tokens_seen": 851050496 }, { "epoch": 0.26, "learning_rate": 0.0007496088264794383, "loss": 1.3885, "theoretical_loss": 3.734924686736562, "tokens_seen": 851116032 }, { "epoch": 0.26, "learning_rate": 0.0007495887662988968, "loss": 1.4773, "theoretical_loss": 3.734896712667907, "tokens_seen": 851181568 }, { "epoch": 0.26, "learning_rate": 0.000749568706118355, "loss": 1.4704, "theoretical_loss": 3.7348687413560304, "tokens_seen": 851247104 }, { "epoch": 0.26, "learning_rate": 0.0007495486459378135, "loss": 1.5695, "theoretical_loss": 3.7348407728004487, "tokens_seen": 851312640 }, { "epoch": 0.26, "learning_rate": 0.0007495285857572717, "loss": 1.5377, "theoretical_loss": 3.7348128070006785, "tokens_seen": 851378176 }, { "epoch": 0.26, "learning_rate": 0.0007495085255767302, "loss": 1.5308, "theoretical_loss": 3.734784843956236, "tokens_seen": 851443712 }, { "epoch": 0.26, "learning_rate": 0.0007494884653961886, "loss": 1.3856, "theoretical_loss": 3.7347568836666376, "tokens_seen": 851509248 }, { "epoch": 0.26, "learning_rate": 0.0007494684052156469, "loss": 1.5181, "theoretical_loss": 3.7347289261313996, "tokens_seen": 851574784 }, { "epoch": 0.26, "learning_rate": 0.0007494483450351053, "loss": 1.6424, "theoretical_loss": 3.7347009713500388, "tokens_seen": 851640320 }, { "epoch": 0.26, "learning_rate": 0.0007494282848545637, "loss": 1.5155, "theoretical_loss": 3.7346730193220727, "tokens_seen": 851705856 }, { "epoch": 0.26, "learning_rate": 0.000749408224674022, "loss": 1.5545, "theoretical_loss": 3.7346450700470175, "tokens_seen": 851771392 }, { "epoch": 0.26, "learning_rate": 0.0007493881644934805, "loss": 1.4939, "theoretical_loss": 3.734617123524391, "tokens_seen": 851836928 }, { "epoch": 0.26, "learning_rate": 0.0007493681043129388, "loss": 1.4956, "theoretical_loss": 3.7345891797537094, "tokens_seen": 851902464 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.49306437373161316, "objective/train/docs_used": 314587, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.494137167930603, "objective/train/original_loss": 1.494137167930603, "objective/train/theoretical_loss": 3.7345612387344906, "objective/train/tokens_used": 872428000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24370484054088593, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050545334815979, "objective/train/weighted_lm_loss": 1.5693992376327515, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7345612387344906, "tokens_seen": 851968000 }, { "epoch": 0.26, "learning_rate": 0.0007493480441323972, "loss": 1.5542, "theoretical_loss": 3.7345612387344906, "tokens_seen": 851968000 }, { "epoch": 0.26, "learning_rate": 0.0007493279839518555, "loss": 1.5634, "theoretical_loss": 3.7345333004662526, "tokens_seen": 852033536 }, { "epoch": 0.26, "learning_rate": 0.000749307923771314, "loss": 1.6651, "theoretical_loss": 3.7345053649485123, "tokens_seen": 852099072 }, { "epoch": 0.26, "learning_rate": 0.0007492878635907723, "loss": 1.5765, "theoretical_loss": 3.7344774321807876, "tokens_seen": 852164608 }, { "epoch": 0.26, "learning_rate": 0.0007492678034102307, "loss": 1.5233, "theoretical_loss": 3.734449502162596, "tokens_seen": 852230144 }, { "epoch": 0.26, "learning_rate": 0.0007492477432296891, "loss": 1.5709, "theoretical_loss": 3.7344215748934566, "tokens_seen": 852295680 }, { "epoch": 0.26, "learning_rate": 0.0007492276830491475, "loss": 1.5507, "theoretical_loss": 3.7343936503728856, "tokens_seen": 852361216 }, { "epoch": 0.26, "learning_rate": 0.0007492076228686059, "loss": 1.621, "theoretical_loss": 3.734365728600403, "tokens_seen": 852426752 }, { "epoch": 0.26, "learning_rate": 0.0007491875626880642, "loss": 1.5273, "theoretical_loss": 3.7343378095755257, "tokens_seen": 852492288 }, { "epoch": 0.26, "learning_rate": 0.0007491675025075226, "loss": 1.4868, "theoretical_loss": 3.734309893297773, "tokens_seen": 852557824 }, { "epoch": 0.26, "learning_rate": 0.000749147442326981, "loss": 1.5043, "theoretical_loss": 3.7342819797666635, "tokens_seen": 852623360 }, { "epoch": 0.26, "learning_rate": 0.0007491273821464394, "loss": 1.5537, "theoretical_loss": 3.7342540689817154, "tokens_seen": 852688896 }, { "epoch": 0.26, "learning_rate": 0.0007491073219658977, "loss": 1.4701, "theoretical_loss": 3.7342261609424483, "tokens_seen": 852754432 }, { "epoch": 0.26, "learning_rate": 0.0007490872617853561, "loss": 1.669, "theoretical_loss": 3.7341982556483795, "tokens_seen": 852819968 }, { "epoch": 0.26, "learning_rate": 0.0007490672016048144, "loss": 1.5607, "theoretical_loss": 3.73417035309903, "tokens_seen": 852885504 }, { "epoch": 0.26, "learning_rate": 0.0007490471414242729, "loss": 1.5886, "theoretical_loss": 3.7341424532939174, "tokens_seen": 852951040 }, { "epoch": 0.26, "learning_rate": 0.0007490270812437312, "loss": 1.5775, "theoretical_loss": 3.7341145562325613, "tokens_seen": 853016576 }, { "epoch": 0.26, "learning_rate": 0.0007490070210631896, "loss": 1.5053, "theoretical_loss": 3.734086661914482, "tokens_seen": 853082112 }, { "epoch": 0.26, "learning_rate": 0.000748986960882648, "loss": 1.6656, "theoretical_loss": 3.734058770339198, "tokens_seen": 853147648 }, { "epoch": 0.26, "learning_rate": 0.0007489669007021064, "loss": 1.454, "theoretical_loss": 3.7340308815062295, "tokens_seen": 853213184 }, { "epoch": 0.26, "learning_rate": 0.0007489468405215647, "loss": 1.5441, "theoretical_loss": 3.734002995415096, "tokens_seen": 853278720 }, { "epoch": 0.26, "learning_rate": 0.0007489267803410232, "loss": 1.5088, "theoretical_loss": 3.7339751120653175, "tokens_seen": 853344256 }, { "epoch": 0.26, "learning_rate": 0.0007489067201604814, "loss": 1.5808, "theoretical_loss": 3.7339472314564146, "tokens_seen": 853409792 }, { "epoch": 0.26, "learning_rate": 0.0007488866599799399, "loss": 1.5623, "theoretical_loss": 3.733919353587906, "tokens_seen": 853475328 }, { "epoch": 0.26, "learning_rate": 0.0007488665997993982, "loss": 1.5903, "theoretical_loss": 3.7338914784593134, "tokens_seen": 853540864 }, { "epoch": 0.26, "learning_rate": 0.0007488465396188566, "loss": 1.4726, "theoretical_loss": 3.733863606070156, "tokens_seen": 853606400 }, { "epoch": 0.26, "learning_rate": 0.000748826479438315, "loss": 1.5117, "theoretical_loss": 3.7338357364199553, "tokens_seen": 853671936 }, { "epoch": 0.26, "learning_rate": 0.0007488064192577733, "loss": 1.484, "theoretical_loss": 3.7338078695082313, "tokens_seen": 853737472 }, { "epoch": 0.26, "learning_rate": 0.0007487863590772317, "loss": 1.6356, "theoretical_loss": 3.733780005334505, "tokens_seen": 853803008 }, { "epoch": 0.26, "learning_rate": 0.0007487662988966902, "loss": 1.6267, "theoretical_loss": 3.7337521438982977, "tokens_seen": 853868544 }, { "epoch": 0.26, "learning_rate": 0.0007487462387161484, "loss": 1.5981, "theoretical_loss": 3.733724285199129, "tokens_seen": 853934080 }, { "epoch": 0.26, "learning_rate": 0.0007487261785356069, "loss": 1.6431, "theoretical_loss": 3.733696429236521, "tokens_seen": 853999616 }, { "epoch": 0.26, "learning_rate": 0.0007487061183550651, "loss": 1.5195, "theoretical_loss": 3.733668576009995, "tokens_seen": 854065152 }, { "epoch": 0.26, "learning_rate": 0.0007486860581745236, "loss": 1.6183, "theoretical_loss": 3.733640725519072, "tokens_seen": 854130688 }, { "epoch": 0.26, "learning_rate": 0.000748665997993982, "loss": 1.4658, "theoretical_loss": 3.7336128777632727, "tokens_seen": 854196224 }, { "epoch": 0.26, "learning_rate": 0.0007486459378134403, "loss": 1.6006, "theoretical_loss": 3.7335850327421207, "tokens_seen": 854261760 }, { "epoch": 0.26, "learning_rate": 0.0007486258776328987, "loss": 1.529, "theoretical_loss": 3.733557190455136, "tokens_seen": 854327296 }, { "epoch": 0.26, "learning_rate": 0.0007486058174523572, "loss": 1.5564, "theoretical_loss": 3.733529350901841, "tokens_seen": 854392832 }, { "epoch": 0.26, "learning_rate": 0.0007485857572718154, "loss": 1.4639, "theoretical_loss": 3.733501514081757, "tokens_seen": 854458368 }, { "epoch": 0.26, "learning_rate": 0.0007485656970912739, "loss": 1.4263, "theoretical_loss": 3.7334736799944075, "tokens_seen": 854523904 }, { "epoch": 0.26, "learning_rate": 0.0007485456369107321, "loss": 1.5395, "theoretical_loss": 3.733445848639313, "tokens_seen": 854589440 }, { "epoch": 0.26, "learning_rate": 0.0007485255767301906, "loss": 1.5083, "theoretical_loss": 3.733418020015997, "tokens_seen": 854654976 }, { "epoch": 0.26, "learning_rate": 0.000748505516549649, "loss": 1.4033, "theoretical_loss": 3.7333901941239818, "tokens_seen": 854720512 }, { "epoch": 0.26, "learning_rate": 0.0007484854563691073, "loss": 1.5661, "theoretical_loss": 3.733362370962789, "tokens_seen": 854786048 }, { "epoch": 0.26, "learning_rate": 0.0007484653961885657, "loss": 1.6272, "theoretical_loss": 3.733334550531942, "tokens_seen": 854851584 }, { "epoch": 0.26, "learning_rate": 0.0007484453360080241, "loss": 1.584, "theoretical_loss": 3.7333067328309637, "tokens_seen": 854917120 }, { "epoch": 0.26, "learning_rate": 0.0007484252758274824, "loss": 1.6211, "theoretical_loss": 3.7332789178593773, "tokens_seen": 854982656 }, { "epoch": 0.26, "learning_rate": 0.0007484052156469409, "loss": 1.5534, "theoretical_loss": 3.7332511056167044, "tokens_seen": 855048192 }, { "epoch": 0.26, "learning_rate": 0.0007483851554663992, "loss": 1.5258, "theoretical_loss": 3.7332232961024694, "tokens_seen": 855113728 }, { "epoch": 0.26, "learning_rate": 0.0007483650952858576, "loss": 1.5522, "theoretical_loss": 3.733195489316195, "tokens_seen": 855179264 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.49476879835128784, "objective/train/docs_used": 315806, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3681517839431763, "objective/train/original_loss": 1.3681516647338867, "objective/train/theoretical_loss": 3.733167685257405, "objective/train/tokens_used": 875704800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24504238367080688, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507227182388306, "objective/train/weighted_lm_loss": 1.4376466274261475, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.733167685257405, "tokens_seen": 855244800 }, { "epoch": 0.26, "learning_rate": 0.0007483450351053159, "loss": 1.4879, "theoretical_loss": 3.733167685257405, "tokens_seen": 855244800 }, { "epoch": 0.26, "learning_rate": 0.0007483249749247743, "loss": 1.533, "theoretical_loss": 3.7331398839256225, "tokens_seen": 855310336 }, { "epoch": 0.26, "learning_rate": 0.0007483049147442327, "loss": 1.5525, "theoretical_loss": 3.7331120853203714, "tokens_seen": 855375872 }, { "epoch": 0.26, "learning_rate": 0.0007482848545636911, "loss": 1.5991, "theoretical_loss": 3.733084289441175, "tokens_seen": 855441408 }, { "epoch": 0.26, "learning_rate": 0.0007482647943831494, "loss": 1.4132, "theoretical_loss": 3.733056496287558, "tokens_seen": 855506944 }, { "epoch": 0.26, "learning_rate": 0.0007482447342026079, "loss": 1.4547, "theoretical_loss": 3.7330287058590432, "tokens_seen": 855572480 }, { "epoch": 0.26, "learning_rate": 0.0007482246740220662, "loss": 1.615, "theoretical_loss": 3.733000918155156, "tokens_seen": 855638016 }, { "epoch": 0.26, "learning_rate": 0.0007482046138415246, "loss": 1.4971, "theoretical_loss": 3.7329731331754195, "tokens_seen": 855703552 }, { "epoch": 0.26, "learning_rate": 0.0007481845536609829, "loss": 1.3533, "theoretical_loss": 3.7329453509193584, "tokens_seen": 855769088 }, { "epoch": 0.26, "learning_rate": 0.0007481644934804414, "loss": 1.5063, "theoretical_loss": 3.7329175713864977, "tokens_seen": 855834624 }, { "epoch": 0.26, "learning_rate": 0.0007481444332998997, "loss": 1.5179, "theoretical_loss": 3.7328897945763617, "tokens_seen": 855900160 }, { "epoch": 0.26, "learning_rate": 0.0007481243731193581, "loss": 1.5327, "theoretical_loss": 3.7328620204884744, "tokens_seen": 855965696 }, { "epoch": 0.26, "learning_rate": 0.0007481043129388164, "loss": 1.6511, "theoretical_loss": 3.7328342491223614, "tokens_seen": 856031232 }, { "epoch": 0.26, "learning_rate": 0.0007480842527582748, "loss": 1.5962, "theoretical_loss": 3.7328064804775476, "tokens_seen": 856096768 }, { "epoch": 0.26, "learning_rate": 0.0007480641925777332, "loss": 1.5256, "theoretical_loss": 3.7327787145535574, "tokens_seen": 856162304 }, { "epoch": 0.26, "learning_rate": 0.0007480441323971916, "loss": 1.5448, "theoretical_loss": 3.7327509513499164, "tokens_seen": 856227840 }, { "epoch": 0.26, "learning_rate": 0.0007480240722166499, "loss": 1.5216, "theoretical_loss": 3.7327231908661496, "tokens_seen": 856293376 }, { "epoch": 0.26, "learning_rate": 0.0007480040120361084, "loss": 1.4296, "theoretical_loss": 3.7326954331017834, "tokens_seen": 856358912 }, { "epoch": 0.26, "learning_rate": 0.0007479839518555667, "loss": 1.4747, "theoretical_loss": 3.732667678056342, "tokens_seen": 856424448 }, { "epoch": 0.26, "learning_rate": 0.0007479638916750251, "loss": 1.4779, "theoretical_loss": 3.7326399257293517, "tokens_seen": 856489984 }, { "epoch": 0.26, "learning_rate": 0.0007479438314944834, "loss": 1.4807, "theoretical_loss": 3.7326121761203384, "tokens_seen": 856555520 }, { "epoch": 0.26, "learning_rate": 0.0007479237713139418, "loss": 1.5245, "theoretical_loss": 3.7325844292288277, "tokens_seen": 856621056 }, { "epoch": 0.26, "learning_rate": 0.0007479037111334002, "loss": 1.4511, "theoretical_loss": 3.732556685054346, "tokens_seen": 856686592 }, { "epoch": 0.26, "learning_rate": 0.0007478836509528586, "loss": 1.5498, "theoretical_loss": 3.732528943596419, "tokens_seen": 856752128 }, { "epoch": 0.26, "learning_rate": 0.0007478635907723169, "loss": 1.5322, "theoretical_loss": 3.732501204854573, "tokens_seen": 856817664 }, { "epoch": 0.26, "learning_rate": 0.0007478435305917754, "loss": 1.4284, "theoretical_loss": 3.732473468828334, "tokens_seen": 856883200 }, { "epoch": 0.26, "learning_rate": 0.0007478234704112336, "loss": 1.5383, "theoretical_loss": 3.7324457355172296, "tokens_seen": 856948736 }, { "epoch": 0.26, "learning_rate": 0.0007478034102306921, "loss": 1.5307, "theoretical_loss": 3.7324180049207856, "tokens_seen": 857014272 }, { "epoch": 0.26, "learning_rate": 0.0007477833500501505, "loss": 1.5262, "theoretical_loss": 3.7323902770385287, "tokens_seen": 857079808 }, { "epoch": 0.26, "learning_rate": 0.0007477632898696088, "loss": 1.4918, "theoretical_loss": 3.732362551869986, "tokens_seen": 857145344 }, { "epoch": 0.26, "learning_rate": 0.0007477432296890673, "loss": 1.512, "theoretical_loss": 3.7323348294146843, "tokens_seen": 857210880 }, { "epoch": 0.26, "learning_rate": 0.0007477231695085255, "loss": 1.5219, "theoretical_loss": 3.73230710967215, "tokens_seen": 857276416 }, { "epoch": 0.26, "learning_rate": 0.000747703109327984, "loss": 1.4569, "theoretical_loss": 3.732279392641912, "tokens_seen": 857341952 }, { "epoch": 0.26, "learning_rate": 0.0007476830491474424, "loss": 1.6519, "theoretical_loss": 3.732251678323496, "tokens_seen": 857407488 }, { "epoch": 0.26, "learning_rate": 0.0007476629889669007, "loss": 1.5343, "theoretical_loss": 3.73222396671643, "tokens_seen": 857473024 }, { "epoch": 0.26, "learning_rate": 0.0007476429287863591, "loss": 1.5369, "theoretical_loss": 3.7321962578202417, "tokens_seen": 857538560 }, { "epoch": 0.26, "learning_rate": 0.0007476228686058176, "loss": 1.5652, "theoretical_loss": 3.7321685516344587, "tokens_seen": 857604096 }, { "epoch": 0.26, "learning_rate": 0.0007476028084252758, "loss": 1.4835, "theoretical_loss": 3.7321408481586094, "tokens_seen": 857669632 }, { "epoch": 0.26, "learning_rate": 0.0007475827482447343, "loss": 1.6292, "theoretical_loss": 3.73211314739222, "tokens_seen": 857735168 }, { "epoch": 0.26, "learning_rate": 0.0007475626880641925, "loss": 1.5232, "theoretical_loss": 3.7320854493348197, "tokens_seen": 857800704 }, { "epoch": 0.26, "learning_rate": 0.000747542627883651, "loss": 1.5538, "theoretical_loss": 3.732057753985937, "tokens_seen": 857866240 }, { "epoch": 0.26, "learning_rate": 0.0007475225677031094, "loss": 1.4779, "theoretical_loss": 3.7320300613450987, "tokens_seen": 857931776 }, { "epoch": 0.26, "learning_rate": 0.0007475025075225677, "loss": 1.5218, "theoretical_loss": 3.732002371411835, "tokens_seen": 857997312 }, { "epoch": 0.26, "learning_rate": 0.0007474824473420261, "loss": 1.5494, "theoretical_loss": 3.731974684185673, "tokens_seen": 858062848 }, { "epoch": 0.26, "learning_rate": 0.0007474623871614845, "loss": 1.5385, "theoretical_loss": 3.731946999666142, "tokens_seen": 858128384 }, { "epoch": 0.26, "learning_rate": 0.0007474423269809428, "loss": 1.4299, "theoretical_loss": 3.7319193178527708, "tokens_seen": 858193920 }, { "epoch": 0.26, "learning_rate": 0.0007474222668004013, "loss": 1.4636, "theoretical_loss": 3.7318916387450876, "tokens_seen": 858259456 }, { "epoch": 0.26, "learning_rate": 0.0007474022066198596, "loss": 1.5923, "theoretical_loss": 3.731863962342622, "tokens_seen": 858324992 }, { "epoch": 0.26, "learning_rate": 0.000747382146439318, "loss": 1.5853, "theoretical_loss": 3.731836288644903, "tokens_seen": 858390528 }, { "epoch": 0.26, "learning_rate": 0.0007473620862587763, "loss": 1.5247, "theoretical_loss": 3.731808617651459, "tokens_seen": 858456064 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.492812842130661, "objective/train/docs_used": 317142, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.475641131401062, "objective/train/original_loss": 1.475641131401062, "objective/train/theoretical_loss": 3.7317809493618204, "objective/train/tokens_used": 878981600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2434263527393341, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505187511444092, "objective/train/weighted_lm_loss": 1.5501574277877808, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7317809493618204, "tokens_seen": 858521600 }, { "epoch": 0.26, "learning_rate": 0.0007473420260782347, "loss": 1.5759, "theoretical_loss": 3.7317809493618204, "tokens_seen": 858521600 }, { "epoch": 0.26, "learning_rate": 0.0007473219658976931, "loss": 1.5229, "theoretical_loss": 3.7317532837755163, "tokens_seen": 858587136 }, { "epoch": 0.26, "learning_rate": 0.0007473019057171515, "loss": 1.654, "theoretical_loss": 3.731725620892076, "tokens_seen": 858652672 }, { "epoch": 0.26, "learning_rate": 0.0007472818455366098, "loss": 1.4725, "theoretical_loss": 3.7316979607110294, "tokens_seen": 858718208 }, { "epoch": 0.26, "learning_rate": 0.0007472617853560683, "loss": 1.4571, "theoretical_loss": 3.7316703032319056, "tokens_seen": 858783744 }, { "epoch": 0.26, "learning_rate": 0.0007472417251755266, "loss": 1.4652, "theoretical_loss": 3.731642648454236, "tokens_seen": 858849280 }, { "epoch": 0.26, "learning_rate": 0.000747221664994985, "loss": 1.6891, "theoretical_loss": 3.7316149963775493, "tokens_seen": 858914816 }, { "epoch": 0.26, "learning_rate": 0.0007472016048144433, "loss": 1.5391, "theoretical_loss": 3.7315873470013763, "tokens_seen": 858980352 }, { "epoch": 0.26, "learning_rate": 0.0007471815446339018, "loss": 1.6824, "theoretical_loss": 3.7315597003252474, "tokens_seen": 859045888 }, { "epoch": 0.26, "learning_rate": 0.0007471614844533601, "loss": 1.5959, "theoretical_loss": 3.731532056348692, "tokens_seen": 859111424 }, { "epoch": 0.26, "learning_rate": 0.0007471414242728185, "loss": 1.5097, "theoretical_loss": 3.7315044150712415, "tokens_seen": 859176960 }, { "epoch": 0.26, "learning_rate": 0.0007471213640922768, "loss": 1.6425, "theoretical_loss": 3.7314767764924257, "tokens_seen": 859242496 }, { "epoch": 0.26, "learning_rate": 0.0007471013039117352, "loss": 1.6004, "theoretical_loss": 3.731449140611777, "tokens_seen": 859308032 }, { "epoch": 0.26, "learning_rate": 0.0007470812437311936, "loss": 1.5333, "theoretical_loss": 3.731421507428824, "tokens_seen": 859373568 }, { "epoch": 0.26, "learning_rate": 0.000747061183550652, "loss": 1.5207, "theoretical_loss": 3.731393876943099, "tokens_seen": 859439104 }, { "epoch": 0.26, "learning_rate": 0.0007470411233701103, "loss": 1.5064, "theoretical_loss": 3.7313662491541333, "tokens_seen": 859504640 }, { "epoch": 0.26, "learning_rate": 0.0007470210631895688, "loss": 1.4899, "theoretical_loss": 3.7313386240614577, "tokens_seen": 859570176 }, { "epoch": 0.26, "learning_rate": 0.0007470010030090271, "loss": 1.4848, "theoretical_loss": 3.7313110016646034, "tokens_seen": 859635712 }, { "epoch": 0.26, "learning_rate": 0.0007469809428284855, "loss": 1.4819, "theoretical_loss": 3.7312833819631015, "tokens_seen": 859701248 }, { "epoch": 0.26, "learning_rate": 0.0007469608826479438, "loss": 1.6796, "theoretical_loss": 3.731255764956485, "tokens_seen": 859766784 }, { "epoch": 0.26, "learning_rate": 0.0007469408224674022, "loss": 1.5387, "theoretical_loss": 3.7312281506442835, "tokens_seen": 859832320 }, { "epoch": 0.26, "learning_rate": 0.0007469207622868606, "loss": 1.6083, "theoretical_loss": 3.73120053902603, "tokens_seen": 859897856 }, { "epoch": 0.26, "learning_rate": 0.000746900702106319, "loss": 1.497, "theoretical_loss": 3.7311729301012564, "tokens_seen": 859963392 }, { "epoch": 0.26, "learning_rate": 0.0007468806419257773, "loss": 1.5181, "theoretical_loss": 3.7311453238694945, "tokens_seen": 860028928 }, { "epoch": 0.26, "learning_rate": 0.0007468605817452358, "loss": 1.5372, "theoretical_loss": 3.7311177203302766, "tokens_seen": 860094464 }, { "epoch": 0.26, "learning_rate": 0.000746840521564694, "loss": 1.6257, "theoretical_loss": 3.7310901194831345, "tokens_seen": 860160000 }, { "epoch": 0.26, "learning_rate": 0.0007468204613841525, "loss": 1.6018, "theoretical_loss": 3.731062521327601, "tokens_seen": 860225536 }, { "epoch": 0.26, "learning_rate": 0.0007468004012036109, "loss": 1.4475, "theoretical_loss": 3.7310349258632094, "tokens_seen": 860291072 }, { "epoch": 0.26, "learning_rate": 0.0007467803410230692, "loss": 1.5311, "theoretical_loss": 3.7310073330894906, "tokens_seen": 860356608 }, { "epoch": 0.26, "learning_rate": 0.0007467602808425276, "loss": 1.4463, "theoretical_loss": 3.730979743005978, "tokens_seen": 860422144 }, { "epoch": 0.26, "learning_rate": 0.0007467402206619859, "loss": 1.615, "theoretical_loss": 3.7309521556122047, "tokens_seen": 860487680 }, { "epoch": 0.26, "learning_rate": 0.0007467201604814443, "loss": 1.4189, "theoretical_loss": 3.7309245709077037, "tokens_seen": 860553216 }, { "epoch": 0.26, "learning_rate": 0.0007467001003009028, "loss": 1.5045, "theoretical_loss": 3.730896988892008, "tokens_seen": 860618752 }, { "epoch": 0.26, "learning_rate": 0.000746680040120361, "loss": 1.7394, "theoretical_loss": 3.73086940956465, "tokens_seen": 860684288 }, { "epoch": 0.26, "learning_rate": 0.0007466599799398195, "loss": 1.5463, "theoretical_loss": 3.7308418329251642, "tokens_seen": 860749824 }, { "epoch": 0.26, "learning_rate": 0.0007466399197592779, "loss": 1.6018, "theoretical_loss": 3.7308142589730835, "tokens_seen": 860815360 }, { "epoch": 0.26, "learning_rate": 0.0007466198595787362, "loss": 1.6778, "theoretical_loss": 3.7307866877079414, "tokens_seen": 860880896 }, { "epoch": 0.26, "learning_rate": 0.0007465997993981946, "loss": 1.4577, "theoretical_loss": 3.7307591191292717, "tokens_seen": 860946432 }, { "epoch": 0.26, "learning_rate": 0.000746579739217653, "loss": 1.5832, "theoretical_loss": 3.730731553236608, "tokens_seen": 861011968 }, { "epoch": 0.26, "learning_rate": 0.0007465596790371113, "loss": 1.5506, "theoretical_loss": 3.7307039900294843, "tokens_seen": 861077504 }, { "epoch": 0.26, "learning_rate": 0.0007465396188565698, "loss": 1.537, "theoretical_loss": 3.730676429507435, "tokens_seen": 861143040 }, { "epoch": 0.26, "learning_rate": 0.000746519558676028, "loss": 1.4486, "theoretical_loss": 3.7306488716699926, "tokens_seen": 861208576 }, { "epoch": 0.26, "learning_rate": 0.0007464994984954865, "loss": 1.5256, "theoretical_loss": 3.7306213165166935, "tokens_seen": 861274112 }, { "epoch": 0.26, "learning_rate": 0.0007464794383149448, "loss": 1.5713, "theoretical_loss": 3.7305937640470708, "tokens_seen": 861339648 }, { "epoch": 0.26, "learning_rate": 0.0007464593781344032, "loss": 1.4288, "theoretical_loss": 3.730566214260659, "tokens_seen": 861405184 }, { "epoch": 0.26, "learning_rate": 0.0007464393179538616, "loss": 1.5484, "theoretical_loss": 3.730538667156993, "tokens_seen": 861470720 }, { "epoch": 0.26, "learning_rate": 0.00074641925777332, "loss": 1.581, "theoretical_loss": 3.7305111227356074, "tokens_seen": 861536256 }, { "epoch": 0.26, "learning_rate": 0.0007463991975927783, "loss": 1.5516, "theoretical_loss": 3.730483580996037, "tokens_seen": 861601792 }, { "epoch": 0.26, "learning_rate": 0.0007463791374122367, "loss": 1.486, "theoretical_loss": 3.730456041937817, "tokens_seen": 861667328 }, { "epoch": 0.26, "learning_rate": 0.000746359077231695, "loss": 1.4889, "theoretical_loss": 3.730428505560482, "tokens_seen": 861732864 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.4923645853996277, "objective/train/docs_used": 318349, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3927994966506958, "objective/train/original_loss": 1.3927994966506958, "objective/train/theoretical_loss": 3.730400971863568, "objective/train/tokens_used": 882258400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24308334290981293, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504721403121948, "objective/train/weighted_lm_loss": 1.463008999824524, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.730400971863568, "tokens_seen": 861798400 }, { "epoch": 0.26, "learning_rate": 0.0007463390170511535, "loss": 1.5754, "theoretical_loss": 3.730400971863568, "tokens_seen": 861798400 }, { "epoch": 0.26, "learning_rate": 0.0007463189568706118, "loss": 1.6819, "theoretical_loss": 3.7303734408466087, "tokens_seen": 861863936 }, { "epoch": 0.26, "learning_rate": 0.0007462988966900702, "loss": 1.4701, "theoretical_loss": 3.730345912509141, "tokens_seen": 861929472 }, { "epoch": 0.26, "learning_rate": 0.0007462788365095286, "loss": 1.5475, "theoretical_loss": 3.7303183868506995, "tokens_seen": 861995008 }, { "epoch": 0.26, "learning_rate": 0.000746258776328987, "loss": 1.5536, "theoretical_loss": 3.7302908638708203, "tokens_seen": 862060544 }, { "epoch": 0.26, "learning_rate": 0.0007462387161484454, "loss": 1.4643, "theoretical_loss": 3.7302633435690398, "tokens_seen": 862126080 }, { "epoch": 0.26, "learning_rate": 0.0007462186559679037, "loss": 1.4522, "theoretical_loss": 3.7302358259448924, "tokens_seen": 862191616 }, { "epoch": 0.26, "learning_rate": 0.0007461985957873622, "loss": 1.5522, "theoretical_loss": 3.7302083109979147, "tokens_seen": 862257152 }, { "epoch": 0.26, "learning_rate": 0.0007461785356068205, "loss": 1.4988, "theoretical_loss": 3.730180798727643, "tokens_seen": 862322688 }, { "epoch": 0.26, "learning_rate": 0.0007461584754262789, "loss": 1.6232, "theoretical_loss": 3.7301532891336135, "tokens_seen": 862388224 }, { "epoch": 0.26, "learning_rate": 0.0007461384152457372, "loss": 1.6418, "theoretical_loss": 3.730125782215362, "tokens_seen": 862453760 }, { "epoch": 0.26, "learning_rate": 0.0007461183550651956, "loss": 1.5174, "theoretical_loss": 3.730098277972426, "tokens_seen": 862519296 }, { "epoch": 0.26, "learning_rate": 0.000746098294884654, "loss": 1.5998, "theoretical_loss": 3.730070776404341, "tokens_seen": 862584832 }, { "epoch": 0.26, "learning_rate": 0.0007460782347041124, "loss": 1.5393, "theoretical_loss": 3.730043277510644, "tokens_seen": 862650368 }, { "epoch": 0.26, "learning_rate": 0.0007460581745235707, "loss": 1.5621, "theoretical_loss": 3.730015781290872, "tokens_seen": 862715904 }, { "epoch": 0.26, "learning_rate": 0.0007460381143430292, "loss": 1.7104, "theoretical_loss": 3.729988287744561, "tokens_seen": 862781440 }, { "epoch": 0.26, "learning_rate": 0.0007460180541624875, "loss": 1.524, "theoretical_loss": 3.7299607968712496, "tokens_seen": 862846976 }, { "epoch": 0.26, "learning_rate": 0.0007459979939819459, "loss": 1.5213, "theoretical_loss": 3.729933308670474, "tokens_seen": 862912512 }, { "epoch": 0.26, "learning_rate": 0.0007459779338014042, "loss": 1.6147, "theoretical_loss": 3.729905823141771, "tokens_seen": 862978048 }, { "epoch": 0.26, "learning_rate": 0.0007459578736208626, "loss": 1.4692, "theoretical_loss": 3.7298783402846793, "tokens_seen": 863043584 }, { "epoch": 0.26, "learning_rate": 0.000745937813440321, "loss": 1.6478, "theoretical_loss": 3.7298508600987352, "tokens_seen": 863109120 }, { "epoch": 0.26, "learning_rate": 0.0007459177532597794, "loss": 1.4197, "theoretical_loss": 3.7298233825834766, "tokens_seen": 863174656 }, { "epoch": 0.26, "learning_rate": 0.0007458976930792377, "loss": 1.4827, "theoretical_loss": 3.729795907738441, "tokens_seen": 863240192 }, { "epoch": 0.26, "learning_rate": 0.0007458776328986962, "loss": 1.5571, "theoretical_loss": 3.729768435563167, "tokens_seen": 863305728 }, { "epoch": 0.26, "learning_rate": 0.0007458575727181544, "loss": 1.4277, "theoretical_loss": 3.729740966057192, "tokens_seen": 863371264 }, { "epoch": 0.26, "learning_rate": 0.0007458375125376129, "loss": 1.5176, "theoretical_loss": 3.7297134992200536, "tokens_seen": 863436800 }, { "epoch": 0.26, "learning_rate": 0.0007458174523570713, "loss": 1.5506, "theoretical_loss": 3.729686035051291, "tokens_seen": 863502336 }, { "epoch": 0.26, "learning_rate": 0.0007457973921765296, "loss": 1.5648, "theoretical_loss": 3.7296585735504415, "tokens_seen": 863567872 }, { "epoch": 0.26, "learning_rate": 0.000745777331995988, "loss": 1.5242, "theoretical_loss": 3.7296311147170442, "tokens_seen": 863633408 }, { "epoch": 0.26, "learning_rate": 0.0007457572718154463, "loss": 1.5284, "theoretical_loss": 3.729603658550637, "tokens_seen": 863698944 }, { "epoch": 0.26, "learning_rate": 0.0007457372116349047, "loss": 1.5701, "theoretical_loss": 3.7295762050507593, "tokens_seen": 863764480 }, { "epoch": 0.26, "learning_rate": 0.0007457171514543632, "loss": 1.5458, "theoretical_loss": 3.7295487542169488, "tokens_seen": 863830016 }, { "epoch": 0.26, "learning_rate": 0.0007456970912738214, "loss": 1.4887, "theoretical_loss": 3.7295213060487455, "tokens_seen": 863895552 }, { "epoch": 0.26, "learning_rate": 0.0007456770310932799, "loss": 1.5523, "theoretical_loss": 3.7294938605456878, "tokens_seen": 863961088 }, { "epoch": 0.26, "learning_rate": 0.0007456569709127383, "loss": 1.5334, "theoretical_loss": 3.7294664177073145, "tokens_seen": 864026624 }, { "epoch": 0.26, "learning_rate": 0.0007456369107321966, "loss": 1.5113, "theoretical_loss": 3.7294389775331647, "tokens_seen": 864092160 }, { "epoch": 0.26, "learning_rate": 0.000745616850551655, "loss": 1.6344, "theoretical_loss": 3.729411540022779, "tokens_seen": 864157696 }, { "epoch": 0.26, "learning_rate": 0.0007455967903711133, "loss": 1.6064, "theoretical_loss": 3.7293841051756953, "tokens_seen": 864223232 }, { "epoch": 0.26, "learning_rate": 0.0007455767301905717, "loss": 1.5315, "theoretical_loss": 3.7293566729914547, "tokens_seen": 864288768 }, { "epoch": 0.26, "learning_rate": 0.0007455566700100302, "loss": 1.5569, "theoretical_loss": 3.729329243469595, "tokens_seen": 864354304 }, { "epoch": 0.26, "learning_rate": 0.0007455366098294884, "loss": 1.5516, "theoretical_loss": 3.729301816609657, "tokens_seen": 864419840 }, { "epoch": 0.26, "learning_rate": 0.0007455165496489469, "loss": 1.4926, "theoretical_loss": 3.729274392411181, "tokens_seen": 864485376 }, { "epoch": 0.26, "learning_rate": 0.0007454964894684052, "loss": 1.5601, "theoretical_loss": 3.7292469708737066, "tokens_seen": 864550912 }, { "epoch": 0.26, "learning_rate": 0.0007454764292878636, "loss": 1.4952, "theoretical_loss": 3.7292195519967732, "tokens_seen": 864616448 }, { "epoch": 0.26, "learning_rate": 0.000745456369107322, "loss": 1.572, "theoretical_loss": 3.7291921357799223, "tokens_seen": 864681984 }, { "epoch": 0.26, "learning_rate": 0.0007454363089267804, "loss": 1.4908, "theoretical_loss": 3.729164722222693, "tokens_seen": 864747520 }, { "epoch": 0.26, "learning_rate": 0.0007454162487462387, "loss": 1.6633, "theoretical_loss": 3.729137311324627, "tokens_seen": 864813056 }, { "epoch": 0.26, "learning_rate": 0.0007453961885656971, "loss": 1.3989, "theoretical_loss": 3.729109903085264, "tokens_seen": 864878592 }, { "epoch": 0.26, "learning_rate": 0.0007453761283851554, "loss": 1.5293, "theoretical_loss": 3.729082497504145, "tokens_seen": 864944128 }, { "epoch": 0.26, "learning_rate": 0.0007453560682046139, "loss": 1.4942, "theoretical_loss": 3.7290550945808105, "tokens_seen": 865009664 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.49091729521751404, "objective/train/docs_used": 319421, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3913459777832031, "objective/train/original_loss": 1.391345739364624, "objective/train/theoretical_loss": 3.7290276943148015, "objective/train/tokens_used": 885535200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24194402992725372, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503216981887817, "objective/train/weighted_lm_loss": 1.461237907409668, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7290276943148015, "tokens_seen": 865075200 }, { "epoch": 0.26, "learning_rate": 0.0007453360080240722, "loss": 1.5038, "theoretical_loss": 3.7290276943148015, "tokens_seen": 865075200 }, { "epoch": 0.26, "learning_rate": 0.0007453159478435306, "loss": 1.483, "theoretical_loss": 3.72900029670566, "tokens_seen": 865140736 }, { "epoch": 0.26, "learning_rate": 0.000745295887662989, "loss": 1.6412, "theoretical_loss": 3.7289729017529254, "tokens_seen": 865206272 }, { "epoch": 0.26, "learning_rate": 0.0007452758274824474, "loss": 1.6696, "theoretical_loss": 3.7289455094561403, "tokens_seen": 865271808 }, { "epoch": 0.26, "learning_rate": 0.0007452557673019057, "loss": 1.5456, "theoretical_loss": 3.7289181198148458, "tokens_seen": 865337344 }, { "epoch": 0.26, "learning_rate": 0.0007452357071213641, "loss": 1.591, "theoretical_loss": 3.728890732828583, "tokens_seen": 865402880 }, { "epoch": 0.26, "learning_rate": 0.0007452156469408224, "loss": 1.489, "theoretical_loss": 3.7288633484968936, "tokens_seen": 865468416 }, { "epoch": 0.26, "learning_rate": 0.0007451955867602809, "loss": 1.6283, "theoretical_loss": 3.72883596681932, "tokens_seen": 865533952 }, { "epoch": 0.26, "learning_rate": 0.0007451755265797392, "loss": 1.5724, "theoretical_loss": 3.7288085877954025, "tokens_seen": 865599488 }, { "epoch": 0.26, "learning_rate": 0.0007451554663991976, "loss": 1.6065, "theoretical_loss": 3.7287812114246845, "tokens_seen": 865665024 }, { "epoch": 0.26, "learning_rate": 0.0007451354062186559, "loss": 1.403, "theoretical_loss": 3.7287538377067078, "tokens_seen": 865730560 }, { "epoch": 0.26, "learning_rate": 0.0007451153460381144, "loss": 1.5819, "theoretical_loss": 3.7287264666410147, "tokens_seen": 865796096 }, { "epoch": 0.26, "learning_rate": 0.0007450952858575727, "loss": 1.6229, "theoretical_loss": 3.728699098227146, "tokens_seen": 865861632 }, { "epoch": 0.26, "learning_rate": 0.0007450752256770311, "loss": 1.5506, "theoretical_loss": 3.7286717324646466, "tokens_seen": 865927168 }, { "epoch": 0.26, "learning_rate": 0.0007450551654964895, "loss": 1.5973, "theoretical_loss": 3.7286443693530567, "tokens_seen": 865992704 }, { "epoch": 0.26, "learning_rate": 0.0007450351053159479, "loss": 1.4985, "theoretical_loss": 3.72861700889192, "tokens_seen": 866058240 }, { "epoch": 0.26, "learning_rate": 0.0007450150451354062, "loss": 1.496, "theoretical_loss": 3.728589651080779, "tokens_seen": 866123776 }, { "epoch": 0.26, "learning_rate": 0.0007449949849548646, "loss": 1.4216, "theoretical_loss": 3.7285622959191764, "tokens_seen": 866189312 }, { "epoch": 0.26, "learning_rate": 0.0007449749247743229, "loss": 1.5338, "theoretical_loss": 3.7285349434066557, "tokens_seen": 866254848 }, { "epoch": 0.26, "learning_rate": 0.0007449548645937814, "loss": 1.5605, "theoretical_loss": 3.7285075935427603, "tokens_seen": 866320384 }, { "epoch": 0.26, "learning_rate": 0.0007449348044132397, "loss": 1.5933, "theoretical_loss": 3.728480246327032, "tokens_seen": 866385920 }, { "epoch": 0.26, "learning_rate": 0.0007449147442326981, "loss": 1.3883, "theoretical_loss": 3.728452901759015, "tokens_seen": 866451456 }, { "epoch": 0.26, "learning_rate": 0.0007448946840521565, "loss": 1.5304, "theoretical_loss": 3.7284255598382523, "tokens_seen": 866516992 }, { "epoch": 0.26, "learning_rate": 0.0007448746238716148, "loss": 1.5612, "theoretical_loss": 3.728398220564288, "tokens_seen": 866582528 }, { "epoch": 0.26, "learning_rate": 0.0007448545636910732, "loss": 1.5837, "theoretical_loss": 3.7283708839366656, "tokens_seen": 866648064 }, { "epoch": 0.26, "learning_rate": 0.0007448345035105317, "loss": 1.6079, "theoretical_loss": 3.7283435499549284, "tokens_seen": 866713600 }, { "epoch": 0.26, "learning_rate": 0.0007448144433299899, "loss": 1.4996, "theoretical_loss": 3.7283162186186214, "tokens_seen": 866779136 }, { "epoch": 0.26, "learning_rate": 0.0007447943831494484, "loss": 1.5612, "theoretical_loss": 3.7282888899272866, "tokens_seen": 866844672 }, { "epoch": 0.26, "learning_rate": 0.0007447743229689066, "loss": 1.5492, "theoretical_loss": 3.72826156388047, "tokens_seen": 866910208 }, { "epoch": 0.26, "learning_rate": 0.0007447542627883651, "loss": 1.4324, "theoretical_loss": 3.7282342404777147, "tokens_seen": 866975744 }, { "epoch": 0.26, "learning_rate": 0.0007447342026078236, "loss": 1.6231, "theoretical_loss": 3.7282069197185654, "tokens_seen": 867041280 }, { "epoch": 0.26, "learning_rate": 0.0007447141424272818, "loss": 1.6217, "theoretical_loss": 3.728179601602567, "tokens_seen": 867106816 }, { "epoch": 0.26, "learning_rate": 0.0007446940822467403, "loss": 1.5246, "theoretical_loss": 3.728152286129263, "tokens_seen": 867172352 }, { "epoch": 0.26, "learning_rate": 0.0007446740220661987, "loss": 1.4669, "theoretical_loss": 3.728124973298199, "tokens_seen": 867237888 }, { "epoch": 0.26, "learning_rate": 0.000744653961885657, "loss": 1.499, "theoretical_loss": 3.7280976631089198, "tokens_seen": 867303424 }, { "epoch": 0.26, "learning_rate": 0.0007446339017051154, "loss": 1.5951, "theoretical_loss": 3.728070355560969, "tokens_seen": 867368960 }, { "epoch": 0.26, "learning_rate": 0.0007446138415245737, "loss": 1.4906, "theoretical_loss": 3.728043050653893, "tokens_seen": 867434496 }, { "epoch": 0.26, "learning_rate": 0.0007445937813440321, "loss": 1.7125, "theoretical_loss": 3.7280157483872363, "tokens_seen": 867500032 }, { "epoch": 0.26, "learning_rate": 0.0007445737211634906, "loss": 1.5156, "theoretical_loss": 3.727988448760544, "tokens_seen": 867565568 }, { "epoch": 0.26, "learning_rate": 0.0007445536609829488, "loss": 1.7223, "theoretical_loss": 3.7279611517733624, "tokens_seen": 867631104 }, { "epoch": 0.26, "learning_rate": 0.0007445336008024073, "loss": 1.5532, "theoretical_loss": 3.7279338574252354, "tokens_seen": 867696640 }, { "epoch": 0.26, "learning_rate": 0.0007445135406218656, "loss": 1.5686, "theoretical_loss": 3.7279065657157098, "tokens_seen": 867762176 }, { "epoch": 0.26, "learning_rate": 0.000744493480441324, "loss": 1.603, "theoretical_loss": 3.7278792766443303, "tokens_seen": 867827712 }, { "epoch": 0.26, "learning_rate": 0.0007444734202607824, "loss": 1.4876, "theoretical_loss": 3.7278519902106435, "tokens_seen": 867893248 }, { "epoch": 0.26, "learning_rate": 0.0007444533600802408, "loss": 1.6739, "theoretical_loss": 3.7278247064141956, "tokens_seen": 867958784 }, { "epoch": 0.26, "learning_rate": 0.0007444332998996991, "loss": 1.6247, "theoretical_loss": 3.727797425254532, "tokens_seen": 868024320 }, { "epoch": 0.26, "learning_rate": 0.0007444132397191575, "loss": 1.5389, "theoretical_loss": 3.7277701467311983, "tokens_seen": 868089856 }, { "epoch": 0.26, "learning_rate": 0.0007443931795386158, "loss": 1.4778, "theoretical_loss": 3.7277428708437412, "tokens_seen": 868155392 }, { "epoch": 0.26, "learning_rate": 0.0007443731193580743, "loss": 1.619, "theoretical_loss": 3.7277155975917076, "tokens_seen": 868220928 }, { "epoch": 0.26, "learning_rate": 0.0007443530591775326, "loss": 1.5954, "theoretical_loss": 3.7276883269746435, "tokens_seen": 868286464 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.4922114312648773, "objective/train/docs_used": 320668, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.47066330909729, "objective/train/original_loss": 1.47066330909729, "objective/train/theoretical_loss": 3.727661058992095, "objective/train/tokens_used": 888812000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2428159862756729, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504554510116577, "objective/train/weighted_lm_loss": 1.544921875, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.727661058992095, "tokens_seen": 868352000 }, { "epoch": 0.26, "learning_rate": 0.000744332998996991, "loss": 1.5547, "theoretical_loss": 3.727661058992095, "tokens_seen": 868352000 }, { "epoch": 0.26, "learning_rate": 0.0007443129388164494, "loss": 1.5615, "theoretical_loss": 3.72763379364361, "tokens_seen": 868417536 }, { "epoch": 0.26, "learning_rate": 0.0007442928786359078, "loss": 1.5991, "theoretical_loss": 3.7276065309287345, "tokens_seen": 868483072 }, { "epoch": 0.26, "learning_rate": 0.0007442728184553661, "loss": 1.492, "theoretical_loss": 3.727579270847015, "tokens_seen": 868548608 }, { "epoch": 0.26, "learning_rate": 0.0007442527582748245, "loss": 1.6118, "theoretical_loss": 3.7275520133979994, "tokens_seen": 868614144 }, { "epoch": 0.26, "learning_rate": 0.0007442326980942828, "loss": 1.4911, "theoretical_loss": 3.727524758581234, "tokens_seen": 868679680 }, { "epoch": 0.26, "learning_rate": 0.0007442126379137413, "loss": 1.6765, "theoretical_loss": 3.727497506396267, "tokens_seen": 868745216 }, { "epoch": 0.26, "learning_rate": 0.0007441925777331996, "loss": 1.4765, "theoretical_loss": 3.727470256842645, "tokens_seen": 868810752 }, { "epoch": 0.26, "learning_rate": 0.000744172517552658, "loss": 1.525, "theoretical_loss": 3.727443009919916, "tokens_seen": 868876288 }, { "epoch": 0.26, "learning_rate": 0.0007441524573721163, "loss": 1.5811, "theoretical_loss": 3.7274157656276277, "tokens_seen": 868941824 }, { "epoch": 0.26, "learning_rate": 0.0007441323971915748, "loss": 1.5159, "theoretical_loss": 3.7273885239653266, "tokens_seen": 869007360 }, { "epoch": 0.26, "learning_rate": 0.0007441123370110331, "loss": 1.5848, "theoretical_loss": 3.7273612849325612, "tokens_seen": 869072896 }, { "epoch": 0.26, "learning_rate": 0.0007440922768304915, "loss": 1.4096, "theoretical_loss": 3.72733404852888, "tokens_seen": 869138432 }, { "epoch": 0.26, "learning_rate": 0.0007440722166499499, "loss": 1.537, "theoretical_loss": 3.72730681475383, "tokens_seen": 869203968 }, { "epoch": 0.26, "learning_rate": 0.0007440521564694083, "loss": 1.5715, "theoretical_loss": 3.727279583606961, "tokens_seen": 869269504 }, { "epoch": 0.26, "learning_rate": 0.0007440320962888666, "loss": 1.5928, "theoretical_loss": 3.7272523550878196, "tokens_seen": 869335040 }, { "epoch": 0.26, "learning_rate": 0.000744012036108325, "loss": 1.475, "theoretical_loss": 3.727225129195954, "tokens_seen": 869400576 }, { "epoch": 0.26, "learning_rate": 0.0007439919759277833, "loss": 1.6003, "theoretical_loss": 3.7271979059309146, "tokens_seen": 869466112 }, { "epoch": 0.26, "learning_rate": 0.0007439719157472418, "loss": 1.5475, "theoretical_loss": 3.727170685292248, "tokens_seen": 869531648 }, { "epoch": 0.26, "learning_rate": 0.0007439518555667001, "loss": 1.6588, "theoretical_loss": 3.727143467279504, "tokens_seen": 869597184 }, { "epoch": 0.26, "learning_rate": 0.0007439317953861585, "loss": 1.6637, "theoretical_loss": 3.727116251892231, "tokens_seen": 869662720 }, { "epoch": 0.26, "learning_rate": 0.0007439117352056169, "loss": 1.5132, "theoretical_loss": 3.727089039129978, "tokens_seen": 869728256 }, { "epoch": 0.26, "learning_rate": 0.0007438916750250752, "loss": 1.412, "theoretical_loss": 3.7270618289922943, "tokens_seen": 869793792 }, { "epoch": 0.26, "learning_rate": 0.0007438716148445336, "loss": 1.5629, "theoretical_loss": 3.727034621478728, "tokens_seen": 869859328 }, { "epoch": 0.26, "learning_rate": 0.000743851554663992, "loss": 1.605, "theoretical_loss": 3.72700741658883, "tokens_seen": 869924864 }, { "epoch": 0.26, "learning_rate": 0.0007438314944834503, "loss": 1.4099, "theoretical_loss": 3.7269802143221487, "tokens_seen": 869990400 }, { "epoch": 0.26, "learning_rate": 0.0007438114343029088, "loss": 1.5467, "theoretical_loss": 3.7269530146782337, "tokens_seen": 870055936 }, { "epoch": 0.26, "learning_rate": 0.000743791374122367, "loss": 1.6391, "theoretical_loss": 3.7269258176566344, "tokens_seen": 870121472 }, { "epoch": 0.26, "learning_rate": 0.0007437713139418255, "loss": 1.6246, "theoretical_loss": 3.7268986232569006, "tokens_seen": 870187008 }, { "epoch": 0.26, "learning_rate": 0.0007437512537612839, "loss": 1.5855, "theoretical_loss": 3.7268714314785827, "tokens_seen": 870252544 }, { "epoch": 0.26, "learning_rate": 0.0007437311935807422, "loss": 1.7268, "theoretical_loss": 3.72684424232123, "tokens_seen": 870318080 }, { "epoch": 0.26, "learning_rate": 0.0007437111334002006, "loss": 1.5708, "theoretical_loss": 3.7268170557843927, "tokens_seen": 870383616 }, { "epoch": 0.26, "learning_rate": 0.0007436910732196591, "loss": 1.5107, "theoretical_loss": 3.7267898718676205, "tokens_seen": 870449152 }, { "epoch": 0.26, "learning_rate": 0.0007436710130391173, "loss": 1.6331, "theoretical_loss": 3.7267626905704647, "tokens_seen": 870514688 }, { "epoch": 0.26, "learning_rate": 0.0007436509528585758, "loss": 1.5442, "theoretical_loss": 3.7267355118924748, "tokens_seen": 870580224 }, { "epoch": 0.26, "learning_rate": 0.000743630892678034, "loss": 1.5563, "theoretical_loss": 3.7267083358332016, "tokens_seen": 870645760 }, { "epoch": 0.26, "learning_rate": 0.0007436108324974925, "loss": 1.6982, "theoretical_loss": 3.726681162392195, "tokens_seen": 870711296 }, { "epoch": 0.26, "learning_rate": 0.0007435907723169509, "loss": 1.3741, "theoretical_loss": 3.726653991569007, "tokens_seen": 870776832 }, { "epoch": 0.26, "learning_rate": 0.0007435707121364092, "loss": 1.4949, "theoretical_loss": 3.726626823363188, "tokens_seen": 870842368 }, { "epoch": 0.26, "learning_rate": 0.0007435506519558676, "loss": 1.5869, "theoretical_loss": 3.7265996577742877, "tokens_seen": 870907904 }, { "epoch": 0.26, "learning_rate": 0.000743530591775326, "loss": 1.5678, "theoretical_loss": 3.726572494801859, "tokens_seen": 870973440 }, { "epoch": 0.26, "learning_rate": 0.0007435105315947843, "loss": 1.4351, "theoretical_loss": 3.7265453344454516, "tokens_seen": 871038976 }, { "epoch": 0.26, "learning_rate": 0.0007434904714142428, "loss": 1.5065, "theoretical_loss": 3.7265181767046176, "tokens_seen": 871104512 }, { "epoch": 0.26, "learning_rate": 0.000743470411233701, "loss": 1.6187, "theoretical_loss": 3.726491021578908, "tokens_seen": 871170048 }, { "epoch": 0.26, "learning_rate": 0.0007434503510531595, "loss": 1.661, "theoretical_loss": 3.7264638690678744, "tokens_seen": 871235584 }, { "epoch": 0.26, "learning_rate": 0.0007434302908726178, "loss": 1.5116, "theoretical_loss": 3.726436719171069, "tokens_seen": 871301120 }, { "epoch": 0.26, "learning_rate": 0.0007434102306920762, "loss": 1.4972, "theoretical_loss": 3.726409571888042, "tokens_seen": 871366656 }, { "epoch": 0.26, "learning_rate": 0.0007433901705115346, "loss": 1.5245, "theoretical_loss": 3.726382427218346, "tokens_seen": 871432192 }, { "epoch": 0.26, "learning_rate": 0.000743370110330993, "loss": 1.542, "theoretical_loss": 3.7263552851615334, "tokens_seen": 871497728 }, { "epoch": 0.26, "learning_rate": 0.0007433500501504513, "loss": 1.6573, "theoretical_loss": 3.7263281457171558, "tokens_seen": 871563264 }, { "epoch": 0.26, "objective/train/advantage_avg": 0.4908714294433594, "objective/train/docs_used": 321822, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6295959949493408, "objective/train/original_loss": 1.6295961141586304, "objective/train/theoretical_loss": 3.7263010088847652, "objective/train/tokens_used": 892088800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.241449236869812, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503145456314087, "objective/train/weighted_lm_loss": 1.7115412950515747, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7263010088847652, "tokens_seen": 871628800 }, { "epoch": 0.26, "learning_rate": 0.0007433299899699098, "loss": 1.6396, "theoretical_loss": 3.7263010088847652, "tokens_seen": 871628800 }, { "epoch": 0.26, "learning_rate": 0.000743309929789368, "loss": 1.6147, "theoretical_loss": 3.7262738746639137, "tokens_seen": 871694336 }, { "epoch": 0.26, "learning_rate": 0.0007432898696088265, "loss": 1.4501, "theoretical_loss": 3.7262467430541544, "tokens_seen": 871759872 }, { "epoch": 0.26, "learning_rate": 0.0007432698094282848, "loss": 1.4839, "theoretical_loss": 3.726219614055039, "tokens_seen": 871825408 }, { "epoch": 0.26, "learning_rate": 0.0007432497492477432, "loss": 1.5548, "theoretical_loss": 3.726192487666121, "tokens_seen": 871890944 }, { "epoch": 0.26, "learning_rate": 0.0007432296890672017, "loss": 1.6719, "theoretical_loss": 3.7261653638869525, "tokens_seen": 871956480 }, { "epoch": 0.26, "learning_rate": 0.00074320962888666, "loss": 1.482, "theoretical_loss": 3.7261382427170857, "tokens_seen": 872022016 }, { "epoch": 0.26, "learning_rate": 0.0007431895687061184, "loss": 1.5246, "theoretical_loss": 3.7261111241560743, "tokens_seen": 872087552 }, { "epoch": 0.26, "learning_rate": 0.0007431695085255767, "loss": 1.52, "theoretical_loss": 3.7260840082034714, "tokens_seen": 872153088 }, { "epoch": 0.26, "learning_rate": 0.0007431494483450352, "loss": 1.6253, "theoretical_loss": 3.72605689485883, "tokens_seen": 872218624 }, { "epoch": 0.26, "learning_rate": 0.0007431293881644935, "loss": 1.4769, "theoretical_loss": 3.726029784121703, "tokens_seen": 872284160 }, { "epoch": 0.26, "learning_rate": 0.0007431093279839519, "loss": 1.4806, "theoretical_loss": 3.7260026759916443, "tokens_seen": 872349696 }, { "epoch": 0.26, "learning_rate": 0.0007430892678034103, "loss": 1.5811, "theoretical_loss": 3.7259755704682065, "tokens_seen": 872415232 }, { "epoch": 0.26, "learning_rate": 0.0007430692076228687, "loss": 1.513, "theoretical_loss": 3.7259484675509444, "tokens_seen": 872480768 }, { "epoch": 0.26, "learning_rate": 0.000743049147442327, "loss": 1.5524, "theoretical_loss": 3.7259213672394105, "tokens_seen": 872546304 }, { "epoch": 0.26, "learning_rate": 0.0007430290872617854, "loss": 1.5574, "theoretical_loss": 3.725894269533159, "tokens_seen": 872611840 }, { "epoch": 0.26, "learning_rate": 0.0007430090270812437, "loss": 1.5952, "theoretical_loss": 3.7258671744317446, "tokens_seen": 872677376 }, { "epoch": 0.26, "learning_rate": 0.0007429889669007022, "loss": 1.5724, "theoretical_loss": 3.72584008193472, "tokens_seen": 872742912 }, { "epoch": 0.26, "learning_rate": 0.0007429689067201605, "loss": 1.5871, "theoretical_loss": 3.7258129920416403, "tokens_seen": 872808448 }, { "epoch": 0.26, "learning_rate": 0.0007429488465396189, "loss": 1.5604, "theoretical_loss": 3.725785904752059, "tokens_seen": 872873984 }, { "epoch": 0.26, "learning_rate": 0.0007429287863590773, "loss": 1.5153, "theoretical_loss": 3.725758820065531, "tokens_seen": 872939520 }, { "epoch": 0.26, "learning_rate": 0.0007429087261785356, "loss": 1.5189, "theoretical_loss": 3.725731737981611, "tokens_seen": 873005056 }, { "epoch": 0.26, "learning_rate": 0.000742888665997994, "loss": 1.6437, "theoretical_loss": 3.725704658499853, "tokens_seen": 873070592 }, { "epoch": 0.26, "learning_rate": 0.0007428686058174525, "loss": 1.5078, "theoretical_loss": 3.7256775816198116, "tokens_seen": 873136128 }, { "epoch": 0.26, "learning_rate": 0.0007428485456369107, "loss": 1.4921, "theoretical_loss": 3.725650507341042, "tokens_seen": 873201664 }, { "epoch": 0.26, "learning_rate": 0.0007428284854563692, "loss": 1.5894, "theoretical_loss": 3.7256234356630986, "tokens_seen": 873267200 }, { "epoch": 0.26, "learning_rate": 0.0007428084252758274, "loss": 1.6586, "theoretical_loss": 3.725596366585537, "tokens_seen": 873332736 }, { "epoch": 0.26, "learning_rate": 0.0007427883650952859, "loss": 1.5162, "theoretical_loss": 3.725569300107912, "tokens_seen": 873398272 }, { "epoch": 0.26, "learning_rate": 0.0007427683049147443, "loss": 1.4969, "theoretical_loss": 3.7255422362297788, "tokens_seen": 873463808 }, { "epoch": 0.26, "learning_rate": 0.0007427482447342026, "loss": 1.5037, "theoretical_loss": 3.7255151749506927, "tokens_seen": 873529344 }, { "epoch": 0.26, "learning_rate": 0.000742728184553661, "loss": 1.6792, "theoretical_loss": 3.725488116270209, "tokens_seen": 873594880 }, { "epoch": 0.26, "learning_rate": 0.0007427081243731195, "loss": 1.5403, "theoretical_loss": 3.725461060187884, "tokens_seen": 873660416 }, { "epoch": 0.26, "learning_rate": 0.0007426880641925777, "loss": 1.424, "theoretical_loss": 3.7254340067032725, "tokens_seen": 873725952 }, { "epoch": 0.26, "learning_rate": 0.0007426680040120362, "loss": 1.5238, "theoretical_loss": 3.7254069558159304, "tokens_seen": 873791488 }, { "epoch": 0.26, "learning_rate": 0.0007426479438314944, "loss": 1.5869, "theoretical_loss": 3.725379907525414, "tokens_seen": 873857024 }, { "epoch": 0.26, "learning_rate": 0.0007426278836509529, "loss": 1.5113, "theoretical_loss": 3.7253528618312792, "tokens_seen": 873922560 }, { "epoch": 0.26, "learning_rate": 0.0007426078234704113, "loss": 1.6029, "theoretical_loss": 3.7253258187330816, "tokens_seen": 873988096 }, { "epoch": 0.26, "learning_rate": 0.0007425877632898696, "loss": 1.629, "theoretical_loss": 3.7252987782303775, "tokens_seen": 874053632 }, { "epoch": 0.26, "learning_rate": 0.000742567703109328, "loss": 1.56, "theoretical_loss": 3.7252717403227242, "tokens_seen": 874119168 }, { "epoch": 0.26, "learning_rate": 0.0007425476429287864, "loss": 1.5491, "theoretical_loss": 3.7252447050096773, "tokens_seen": 874184704 }, { "epoch": 0.26, "learning_rate": 0.0007425275827482447, "loss": 1.4252, "theoretical_loss": 3.7252176722907926, "tokens_seen": 874250240 }, { "epoch": 0.26, "learning_rate": 0.0007425075225677032, "loss": 1.6027, "theoretical_loss": 3.7251906421656282, "tokens_seen": 874315776 }, { "epoch": 0.26, "learning_rate": 0.0007424874623871614, "loss": 1.6526, "theoretical_loss": 3.7251636146337406, "tokens_seen": 874381312 }, { "epoch": 0.26, "learning_rate": 0.0007424674022066199, "loss": 1.5684, "theoretical_loss": 3.7251365896946855, "tokens_seen": 874446848 }, { "epoch": 0.27, "learning_rate": 0.0007424473420260782, "loss": 1.5727, "theoretical_loss": 3.725109567348021, "tokens_seen": 874512384 }, { "epoch": 0.27, "learning_rate": 0.0007424272818455366, "loss": 1.5501, "theoretical_loss": 3.7250825475933036, "tokens_seen": 874577920 }, { "epoch": 0.27, "learning_rate": 0.000742407221664995, "loss": 1.451, "theoretical_loss": 3.7250555304300907, "tokens_seen": 874643456 }, { "epoch": 0.27, "learning_rate": 0.0007423871614844534, "loss": 1.6368, "theoretical_loss": 3.7250285158579395, "tokens_seen": 874708992 }, { "epoch": 0.27, "learning_rate": 0.0007423671013039117, "loss": 1.6774, "theoretical_loss": 3.725001503876408, "tokens_seen": 874774528 }, { "epoch": 0.27, "learning_rate": 0.0007423470411233702, "loss": 1.5007, "theoretical_loss": 3.724974494485053, "tokens_seen": 874840064 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.4936264455318451, "objective/train/docs_used": 323008, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.471723198890686, "objective/train/original_loss": 1.4717230796813965, "objective/train/theoretical_loss": 3.7249474876834325, "objective/train/tokens_used": 895365600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24419958889484406, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050604224205017, "objective/train/weighted_lm_loss": 1.546230435371399, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7249474876834325, "tokens_seen": 874905600 }, { "epoch": 0.27, "learning_rate": 0.0007423269809428285, "loss": 1.4843, "theoretical_loss": 3.7249474876834325, "tokens_seen": 874905600 }, { "epoch": 0.27, "learning_rate": 0.0007423069207622869, "loss": 1.6803, "theoretical_loss": 3.724920483471103, "tokens_seen": 874971136 }, { "epoch": 0.27, "learning_rate": 0.0007422868605817452, "loss": 1.4638, "theoretical_loss": 3.7248934818476247, "tokens_seen": 875036672 }, { "epoch": 0.27, "learning_rate": 0.0007422668004012036, "loss": 1.5224, "theoretical_loss": 3.7248664828125535, "tokens_seen": 875102208 }, { "epoch": 0.27, "learning_rate": 0.000742246740220662, "loss": 1.5498, "theoretical_loss": 3.7248394863654486, "tokens_seen": 875167744 }, { "epoch": 0.27, "learning_rate": 0.0007422266800401204, "loss": 1.4866, "theoretical_loss": 3.724812492505867, "tokens_seen": 875233280 }, { "epoch": 0.27, "learning_rate": 0.0007422066198595787, "loss": 1.5783, "theoretical_loss": 3.7247855012333693, "tokens_seen": 875298816 }, { "epoch": 0.27, "learning_rate": 0.0007421865596790371, "loss": 1.5748, "theoretical_loss": 3.7247585125475107, "tokens_seen": 875364352 }, { "epoch": 0.27, "learning_rate": 0.0007421664994984955, "loss": 1.5204, "theoretical_loss": 3.724731526447852, "tokens_seen": 875429888 }, { "epoch": 0.27, "learning_rate": 0.0007421464393179539, "loss": 1.5049, "theoretical_loss": 3.724704542933951, "tokens_seen": 875495424 }, { "epoch": 0.27, "learning_rate": 0.0007421263791374122, "loss": 1.5615, "theoretical_loss": 3.7246775620053665, "tokens_seen": 875560960 }, { "epoch": 0.27, "learning_rate": 0.0007421063189568707, "loss": 1.7131, "theoretical_loss": 3.7246505836616577, "tokens_seen": 875626496 }, { "epoch": 0.27, "learning_rate": 0.0007420862587763289, "loss": 1.5423, "theoretical_loss": 3.724623607902383, "tokens_seen": 875692032 }, { "epoch": 0.27, "learning_rate": 0.0007420661985957874, "loss": 1.4527, "theoretical_loss": 3.724596634727101, "tokens_seen": 875757568 }, { "epoch": 0.27, "learning_rate": 0.0007420461384152457, "loss": 1.5361, "theoretical_loss": 3.724569664135372, "tokens_seen": 875823104 }, { "epoch": 0.27, "learning_rate": 0.0007420260782347041, "loss": 1.5124, "theoretical_loss": 3.724542696126754, "tokens_seen": 875888640 }, { "epoch": 0.27, "learning_rate": 0.0007420060180541625, "loss": 1.4584, "theoretical_loss": 3.7245157307008077, "tokens_seen": 875954176 }, { "epoch": 0.27, "learning_rate": 0.0007419859578736209, "loss": 1.6009, "theoretical_loss": 3.7244887678570917, "tokens_seen": 876019712 }, { "epoch": 0.27, "learning_rate": 0.0007419658976930792, "loss": 1.6105, "theoretical_loss": 3.7244618075951657, "tokens_seen": 876085248 }, { "epoch": 0.27, "learning_rate": 0.0007419458375125377, "loss": 1.6366, "theoretical_loss": 3.7244348499145894, "tokens_seen": 876150784 }, { "epoch": 0.27, "learning_rate": 0.0007419257773319959, "loss": 1.534, "theoretical_loss": 3.724407894814923, "tokens_seen": 876216320 }, { "epoch": 0.27, "learning_rate": 0.0007419057171514544, "loss": 1.5733, "theoretical_loss": 3.7243809422957255, "tokens_seen": 876281856 }, { "epoch": 0.27, "learning_rate": 0.0007418856569709127, "loss": 1.5811, "theoretical_loss": 3.7243539923565576, "tokens_seen": 876347392 }, { "epoch": 0.27, "learning_rate": 0.0007418655967903711, "loss": 1.5236, "theoretical_loss": 3.724327044996979, "tokens_seen": 876412928 }, { "epoch": 0.27, "learning_rate": 0.0007418455366098295, "loss": 1.6448, "theoretical_loss": 3.7243001002165506, "tokens_seen": 876478464 }, { "epoch": 0.27, "learning_rate": 0.0007418254764292878, "loss": 1.5224, "theoretical_loss": 3.724273158014832, "tokens_seen": 876544000 }, { "epoch": 0.27, "learning_rate": 0.0007418054162487462, "loss": 1.5918, "theoretical_loss": 3.724246218391384, "tokens_seen": 876609536 }, { "epoch": 0.27, "learning_rate": 0.0007417853560682047, "loss": 1.6872, "theoretical_loss": 3.724219281345767, "tokens_seen": 876675072 }, { "epoch": 0.27, "learning_rate": 0.0007417652958876629, "loss": 1.5276, "theoretical_loss": 3.724192346877542, "tokens_seen": 876740608 }, { "epoch": 0.27, "learning_rate": 0.0007417452357071214, "loss": 1.6045, "theoretical_loss": 3.724165414986269, "tokens_seen": 876806144 }, { "epoch": 0.27, "learning_rate": 0.0007417251755265799, "loss": 1.5126, "theoretical_loss": 3.7241384856715096, "tokens_seen": 876871680 }, { "epoch": 0.27, "learning_rate": 0.0007417051153460381, "loss": 1.4767, "theoretical_loss": 3.724111558932824, "tokens_seen": 876937216 }, { "epoch": 0.27, "learning_rate": 0.0007416850551654966, "loss": 1.658, "theoretical_loss": 3.724084634769775, "tokens_seen": 877002752 }, { "epoch": 0.27, "learning_rate": 0.0007416649949849548, "loss": 1.4686, "theoretical_loss": 3.7240577131819217, "tokens_seen": 877068288 }, { "epoch": 0.27, "learning_rate": 0.0007416449348044133, "loss": 1.5592, "theoretical_loss": 3.724030794168826, "tokens_seen": 877133824 }, { "epoch": 0.27, "learning_rate": 0.0007416248746238717, "loss": 1.5196, "theoretical_loss": 3.72400387773005, "tokens_seen": 877199360 }, { "epoch": 0.27, "learning_rate": 0.00074160481444333, "loss": 1.5377, "theoretical_loss": 3.7239769638651548, "tokens_seen": 877264896 }, { "epoch": 0.27, "learning_rate": 0.0007415847542627884, "loss": 1.5222, "theoretical_loss": 3.723950052573702, "tokens_seen": 877330432 }, { "epoch": 0.27, "learning_rate": 0.0007415646940822468, "loss": 1.5344, "theoretical_loss": 3.723923143855253, "tokens_seen": 877395968 }, { "epoch": 0.27, "learning_rate": 0.0007415446339017051, "loss": 1.5653, "theoretical_loss": 3.7238962377093707, "tokens_seen": 877461504 }, { "epoch": 0.27, "learning_rate": 0.0007415245737211636, "loss": 1.5572, "theoretical_loss": 3.7238693341356157, "tokens_seen": 877527040 }, { "epoch": 0.27, "learning_rate": 0.0007415045135406218, "loss": 1.4018, "theoretical_loss": 3.7238424331335507, "tokens_seen": 877592576 }, { "epoch": 0.27, "learning_rate": 0.0007414844533600803, "loss": 1.5305, "theoretical_loss": 3.723815534702738, "tokens_seen": 877658112 }, { "epoch": 0.27, "learning_rate": 0.0007414643931795386, "loss": 1.6187, "theoretical_loss": 3.72378863884274, "tokens_seen": 877723648 }, { "epoch": 0.27, "learning_rate": 0.000741444332998997, "loss": 1.5816, "theoretical_loss": 3.7237617455531185, "tokens_seen": 877789184 }, { "epoch": 0.27, "learning_rate": 0.0007414242728184554, "loss": 1.5925, "theoretical_loss": 3.723734854833436, "tokens_seen": 877854720 }, { "epoch": 0.27, "learning_rate": 0.0007414042126379138, "loss": 1.581, "theoretical_loss": 3.7237079666832553, "tokens_seen": 877920256 }, { "epoch": 0.27, "learning_rate": 0.0007413841524573721, "loss": 1.5874, "theoretical_loss": 3.7236810811021392, "tokens_seen": 877985792 }, { "epoch": 0.27, "learning_rate": 0.0007413640922768306, "loss": 1.6223, "theoretical_loss": 3.7236541980896503, "tokens_seen": 878051328 }, { "epoch": 0.27, "learning_rate": 0.0007413440320962889, "loss": 1.5755, "theoretical_loss": 3.7236273176453523, "tokens_seen": 878116864 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.48837849497795105, "objective/train/docs_used": 324331, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3608418703079224, "objective/train/original_loss": 1.3608418703079224, "objective/train/theoretical_loss": 3.7236004397688065, "objective/train/tokens_used": 898642400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23926524817943573, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500540733337402, "objective/train/weighted_lm_loss": 1.4285813570022583, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7236004397688065, "tokens_seen": 878182400 }, { "epoch": 0.27, "learning_rate": 0.0007413239719157473, "loss": 1.5554, "theoretical_loss": 3.7236004397688065, "tokens_seen": 878182400 }, { "epoch": 0.27, "learning_rate": 0.0007413039117352056, "loss": 1.4834, "theoretical_loss": 3.7235735644595778, "tokens_seen": 878247936 }, { "epoch": 0.27, "learning_rate": 0.000741283851554664, "loss": 1.5936, "theoretical_loss": 3.723546691717228, "tokens_seen": 878313472 }, { "epoch": 0.27, "learning_rate": 0.0007412637913741224, "loss": 1.4404, "theoretical_loss": 3.7235198215413217, "tokens_seen": 878379008 }, { "epoch": 0.27, "learning_rate": 0.0007412437311935808, "loss": 1.6238, "theoretical_loss": 3.723492953931421, "tokens_seen": 878444544 }, { "epoch": 0.27, "learning_rate": 0.0007412236710130391, "loss": 1.437, "theoretical_loss": 3.723466088887091, "tokens_seen": 878510080 }, { "epoch": 0.27, "learning_rate": 0.0007412036108324975, "loss": 1.7096, "theoretical_loss": 3.723439226407894, "tokens_seen": 878575616 }, { "epoch": 0.27, "learning_rate": 0.0007411835506519559, "loss": 1.526, "theoretical_loss": 3.7234123664933945, "tokens_seen": 878641152 }, { "epoch": 0.27, "learning_rate": 0.0007411634904714143, "loss": 1.4855, "theoretical_loss": 3.7233855091431565, "tokens_seen": 878706688 }, { "epoch": 0.27, "learning_rate": 0.0007411434302908726, "loss": 1.4808, "theoretical_loss": 3.723358654356743, "tokens_seen": 878772224 }, { "epoch": 0.27, "learning_rate": 0.000741123370110331, "loss": 1.5015, "theoretical_loss": 3.7233318021337194, "tokens_seen": 878837760 }, { "epoch": 0.27, "learning_rate": 0.0007411033099297893, "loss": 1.5737, "theoretical_loss": 3.7233049524736486, "tokens_seen": 878903296 }, { "epoch": 0.27, "learning_rate": 0.0007410832497492478, "loss": 1.6051, "theoretical_loss": 3.723278105376096, "tokens_seen": 878968832 }, { "epoch": 0.27, "learning_rate": 0.0007410631895687061, "loss": 1.6191, "theoretical_loss": 3.723251260840625, "tokens_seen": 879034368 }, { "epoch": 0.27, "learning_rate": 0.0007410431293881645, "loss": 1.4128, "theoretical_loss": 3.723224418866801, "tokens_seen": 879099904 }, { "epoch": 0.27, "learning_rate": 0.0007410230692076229, "loss": 1.5402, "theoretical_loss": 3.723197579454188, "tokens_seen": 879165440 }, { "epoch": 0.27, "learning_rate": 0.0007410030090270813, "loss": 1.4888, "theoretical_loss": 3.723170742602351, "tokens_seen": 879230976 }, { "epoch": 0.27, "learning_rate": 0.0007409829488465396, "loss": 1.5943, "theoretical_loss": 3.7231439083108544, "tokens_seen": 879296512 }, { "epoch": 0.27, "learning_rate": 0.0007409628886659981, "loss": 1.4868, "theoretical_loss": 3.723117076579264, "tokens_seen": 879362048 }, { "epoch": 0.27, "learning_rate": 0.0007409428284854563, "loss": 1.6246, "theoretical_loss": 3.7230902474071446, "tokens_seen": 879427584 }, { "epoch": 0.27, "learning_rate": 0.0007409227683049148, "loss": 1.5868, "theoretical_loss": 3.7230634207940607, "tokens_seen": 879493120 }, { "epoch": 0.27, "learning_rate": 0.0007409027081243731, "loss": 1.4496, "theoretical_loss": 3.723036596739578, "tokens_seen": 879558656 }, { "epoch": 0.27, "learning_rate": 0.0007408826479438315, "loss": 1.5951, "theoretical_loss": 3.723009775243262, "tokens_seen": 879624192 }, { "epoch": 0.27, "learning_rate": 0.0007408625877632899, "loss": 1.6175, "theoretical_loss": 3.7229829563046772, "tokens_seen": 879689728 }, { "epoch": 0.27, "learning_rate": 0.0007408425275827482, "loss": 1.6096, "theoretical_loss": 3.7229561399233906, "tokens_seen": 879755264 }, { "epoch": 0.27, "learning_rate": 0.0007408224674022066, "loss": 1.5534, "theoretical_loss": 3.722929326098967, "tokens_seen": 879820800 }, { "epoch": 0.27, "learning_rate": 0.0007408024072216651, "loss": 1.6555, "theoretical_loss": 3.722902514830973, "tokens_seen": 879886336 }, { "epoch": 0.27, "learning_rate": 0.0007407823470411233, "loss": 1.6111, "theoretical_loss": 3.722875706118973, "tokens_seen": 879951872 }, { "epoch": 0.27, "learning_rate": 0.0007407622868605818, "loss": 1.5977, "theoretical_loss": 3.7228488999625338, "tokens_seen": 880017408 }, { "epoch": 0.27, "learning_rate": 0.0007407422266800402, "loss": 1.6121, "theoretical_loss": 3.722822096361222, "tokens_seen": 880082944 }, { "epoch": 0.27, "learning_rate": 0.0007407221664994985, "loss": 1.6541, "theoretical_loss": 3.7227952953146035, "tokens_seen": 880148480 }, { "epoch": 0.27, "learning_rate": 0.0007407021063189569, "loss": 1.4959, "theoretical_loss": 3.7227684968222445, "tokens_seen": 880214016 }, { "epoch": 0.27, "learning_rate": 0.0007406820461384152, "loss": 1.5202, "theoretical_loss": 3.722741700883711, "tokens_seen": 880279552 }, { "epoch": 0.27, "learning_rate": 0.0007406619859578736, "loss": 1.5318, "theoretical_loss": 3.7227149074985704, "tokens_seen": 880345088 }, { "epoch": 0.27, "learning_rate": 0.0007406419257773321, "loss": 1.5597, "theoretical_loss": 3.7226881166663883, "tokens_seen": 880410624 }, { "epoch": 0.27, "learning_rate": 0.0007406218655967903, "loss": 1.4649, "theoretical_loss": 3.7226613283867325, "tokens_seen": 880476160 }, { "epoch": 0.27, "learning_rate": 0.0007406018054162488, "loss": 1.5753, "theoretical_loss": 3.7226345426591694, "tokens_seen": 880541696 }, { "epoch": 0.27, "learning_rate": 0.000740581745235707, "loss": 1.5851, "theoretical_loss": 3.7226077594832656, "tokens_seen": 880607232 }, { "epoch": 0.27, "learning_rate": 0.0007405616850551655, "loss": 1.4576, "theoretical_loss": 3.7225809788585886, "tokens_seen": 880672768 }, { "epoch": 0.27, "learning_rate": 0.0007405416248746239, "loss": 1.4086, "theoretical_loss": 3.722554200784705, "tokens_seen": 880738304 }, { "epoch": 0.27, "learning_rate": 0.0007405215646940822, "loss": 1.4775, "theoretical_loss": 3.722527425261183, "tokens_seen": 880803840 }, { "epoch": 0.27, "learning_rate": 0.0007405015045135406, "loss": 1.4509, "theoretical_loss": 3.7225006522875894, "tokens_seen": 880869376 }, { "epoch": 0.27, "learning_rate": 0.000740481444332999, "loss": 1.5024, "theoretical_loss": 3.7224738818634915, "tokens_seen": 880934912 }, { "epoch": 0.27, "learning_rate": 0.0007404613841524573, "loss": 1.6874, "theoretical_loss": 3.7224471139884567, "tokens_seen": 881000448 }, { "epoch": 0.27, "learning_rate": 0.0007404413239719158, "loss": 1.7144, "theoretical_loss": 3.7224203486620535, "tokens_seen": 881065984 }, { "epoch": 0.27, "learning_rate": 0.0007404212637913741, "loss": 1.6256, "theoretical_loss": 3.7223935858838493, "tokens_seen": 881131520 }, { "epoch": 0.27, "learning_rate": 0.0007404012036108325, "loss": 1.5768, "theoretical_loss": 3.7223668256534124, "tokens_seen": 881197056 }, { "epoch": 0.27, "learning_rate": 0.0007403811434302909, "loss": 1.5712, "theoretical_loss": 3.7223400679703094, "tokens_seen": 881262592 }, { "epoch": 0.27, "learning_rate": 0.0007403610832497493, "loss": 1.5289, "theoretical_loss": 3.7223133128341104, "tokens_seen": 881328128 }, { "epoch": 0.27, "learning_rate": 0.0007403410230692076, "loss": 1.5089, "theoretical_loss": 3.722286560244382, "tokens_seen": 881393664 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.4939919412136078, "objective/train/docs_used": 325483, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4167739152908325, "objective/train/original_loss": 1.416774034500122, "objective/train/theoretical_loss": 3.722259810200693, "objective/train/tokens_used": 901919200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2443196326494217, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050641417503357, "objective/train/weighted_lm_loss": 1.4885128736495972, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.722259810200693, "tokens_seen": 881459200 }, { "epoch": 0.27, "learning_rate": 0.000740320962888666, "loss": 1.4845, "theoretical_loss": 3.722259810200693, "tokens_seen": 881459200 }, { "epoch": 0.27, "learning_rate": 0.0007403009027081243, "loss": 1.6287, "theoretical_loss": 3.722233062702612, "tokens_seen": 881524736 }, { "epoch": 0.27, "learning_rate": 0.0007402808425275828, "loss": 1.4938, "theoretical_loss": 3.722206317749708, "tokens_seen": 881590272 }, { "epoch": 0.27, "learning_rate": 0.0007402607823470411, "loss": 1.5926, "theoretical_loss": 3.7221795753415483, "tokens_seen": 881655808 }, { "epoch": 0.27, "learning_rate": 0.0007402407221664995, "loss": 1.5602, "theoretical_loss": 3.722152835477703, "tokens_seen": 881721344 }, { "epoch": 0.27, "learning_rate": 0.0007402206619859579, "loss": 1.6273, "theoretical_loss": 3.72212609815774, "tokens_seen": 881786880 }, { "epoch": 0.27, "learning_rate": 0.0007402006018054163, "loss": 1.5327, "theoretical_loss": 3.722099363381229, "tokens_seen": 881852416 }, { "epoch": 0.27, "learning_rate": 0.0007401805416248747, "loss": 1.5627, "theoretical_loss": 3.7220726311477383, "tokens_seen": 881917952 }, { "epoch": 0.27, "learning_rate": 0.000740160481444333, "loss": 1.5315, "theoretical_loss": 3.7220459014568377, "tokens_seen": 881983488 }, { "epoch": 0.27, "learning_rate": 0.0007401404212637915, "loss": 1.5971, "theoretical_loss": 3.7220191743080964, "tokens_seen": 882049024 }, { "epoch": 0.27, "learning_rate": 0.0007401203610832497, "loss": 1.5517, "theoretical_loss": 3.7219924497010837, "tokens_seen": 882114560 }, { "epoch": 0.27, "learning_rate": 0.0007401003009027082, "loss": 1.5536, "theoretical_loss": 3.721965727635369, "tokens_seen": 882180096 }, { "epoch": 0.27, "learning_rate": 0.0007400802407221665, "loss": 1.5868, "theoretical_loss": 3.721939008110521, "tokens_seen": 882245632 }, { "epoch": 0.27, "learning_rate": 0.0007400601805416249, "loss": 1.5956, "theoretical_loss": 3.721912291126111, "tokens_seen": 882311168 }, { "epoch": 0.27, "learning_rate": 0.0007400401203610833, "loss": 1.4812, "theoretical_loss": 3.721885576681708, "tokens_seen": 882376704 }, { "epoch": 0.27, "learning_rate": 0.0007400200601805417, "loss": 1.6593, "theoretical_loss": 3.7218588647768813, "tokens_seen": 882442240 }, { "epoch": 0.27, "learning_rate": 0.00074, "loss": 1.474, "theoretical_loss": 3.721832155411202, "tokens_seen": 882507776 }, { "epoch": 0.27, "learning_rate": 0.0007399799398194585, "loss": 1.5548, "theoretical_loss": 3.7218054485842393, "tokens_seen": 882573312 }, { "epoch": 0.27, "learning_rate": 0.0007399598796389167, "loss": 1.6429, "theoretical_loss": 3.7217787442955643, "tokens_seen": 882638848 }, { "epoch": 0.27, "learning_rate": 0.0007399398194583752, "loss": 1.6546, "theoretical_loss": 3.721752042544747, "tokens_seen": 882704384 }, { "epoch": 0.27, "learning_rate": 0.0007399197592778335, "loss": 1.576, "theoretical_loss": 3.7217253433313573, "tokens_seen": 882769920 }, { "epoch": 0.27, "learning_rate": 0.0007398996990972919, "loss": 1.5021, "theoretical_loss": 3.721698646654966, "tokens_seen": 882835456 }, { "epoch": 0.27, "learning_rate": 0.0007398796389167503, "loss": 1.5078, "theoretical_loss": 3.721671952515144, "tokens_seen": 882900992 }, { "epoch": 0.27, "learning_rate": 0.0007398595787362086, "loss": 1.4952, "theoretical_loss": 3.7216452609114614, "tokens_seen": 882966528 }, { "epoch": 0.27, "learning_rate": 0.000739839518555667, "loss": 1.5972, "theoretical_loss": 3.7216185718434898, "tokens_seen": 883032064 }, { "epoch": 0.27, "learning_rate": 0.0007398194583751255, "loss": 1.5981, "theoretical_loss": 3.7215918853108, "tokens_seen": 883097600 }, { "epoch": 0.27, "learning_rate": 0.0007397993981945837, "loss": 1.4982, "theoretical_loss": 3.7215652013129628, "tokens_seen": 883163136 }, { "epoch": 0.27, "learning_rate": 0.0007397793380140422, "loss": 1.6637, "theoretical_loss": 3.721538519849549, "tokens_seen": 883228672 }, { "epoch": 0.27, "learning_rate": 0.0007397592778335006, "loss": 1.4993, "theoretical_loss": 3.7215118409201304, "tokens_seen": 883294208 }, { "epoch": 0.27, "learning_rate": 0.0007397392176529589, "loss": 1.5051, "theoretical_loss": 3.7214851645242786, "tokens_seen": 883359744 }, { "epoch": 0.27, "learning_rate": 0.0007397191574724173, "loss": 1.481, "theoretical_loss": 3.7214584906615644, "tokens_seen": 883425280 }, { "epoch": 0.27, "learning_rate": 0.0007396990972918756, "loss": 1.5397, "theoretical_loss": 3.72143181933156, "tokens_seen": 883490816 }, { "epoch": 0.27, "learning_rate": 0.000739679037111334, "loss": 1.4114, "theoretical_loss": 3.721405150533836, "tokens_seen": 883556352 }, { "epoch": 0.27, "learning_rate": 0.0007396589769307925, "loss": 1.4995, "theoretical_loss": 3.7213784842679654, "tokens_seen": 883621888 }, { "epoch": 0.27, "learning_rate": 0.0007396389167502507, "loss": 1.4948, "theoretical_loss": 3.7213518205335196, "tokens_seen": 883687424 }, { "epoch": 0.27, "learning_rate": 0.0007396188565697092, "loss": 1.6197, "theoretical_loss": 3.7213251593300702, "tokens_seen": 883752960 }, { "epoch": 0.27, "learning_rate": 0.0007395987963891675, "loss": 1.5077, "theoretical_loss": 3.7212985006571904, "tokens_seen": 883818496 }, { "epoch": 0.27, "learning_rate": 0.0007395787362086259, "loss": 1.5782, "theoretical_loss": 3.721271844514451, "tokens_seen": 883884032 }, { "epoch": 0.27, "learning_rate": 0.0007395586760280843, "loss": 1.5045, "theoretical_loss": 3.721245190901425, "tokens_seen": 883949568 }, { "epoch": 0.27, "learning_rate": 0.0007395386158475426, "loss": 1.6692, "theoretical_loss": 3.7212185398176847, "tokens_seen": 884015104 }, { "epoch": 0.27, "learning_rate": 0.000739518555667001, "loss": 1.5233, "theoretical_loss": 3.721191891262803, "tokens_seen": 884080640 }, { "epoch": 0.27, "learning_rate": 0.0007394984954864594, "loss": 1.576, "theoretical_loss": 3.7211652452363513, "tokens_seen": 884146176 }, { "epoch": 0.27, "learning_rate": 0.0007394784353059177, "loss": 1.4988, "theoretical_loss": 3.721138601737904, "tokens_seen": 884211712 }, { "epoch": 0.27, "learning_rate": 0.0007394583751253762, "loss": 1.548, "theoretical_loss": 3.7211119607670327, "tokens_seen": 884277248 }, { "epoch": 0.27, "learning_rate": 0.0007394383149448345, "loss": 1.5966, "theoretical_loss": 3.7210853223233107, "tokens_seen": 884342784 }, { "epoch": 0.27, "learning_rate": 0.0007394182547642929, "loss": 1.3624, "theoretical_loss": 3.721058686406311, "tokens_seen": 884408320 }, { "epoch": 0.27, "learning_rate": 0.0007393981945837513, "loss": 1.5949, "theoretical_loss": 3.721032053015607, "tokens_seen": 884473856 }, { "epoch": 0.27, "learning_rate": 0.0007393781344032097, "loss": 1.5336, "theoretical_loss": 3.721005422150771, "tokens_seen": 884539392 }, { "epoch": 0.27, "learning_rate": 0.000739358074222668, "loss": 1.4031, "theoretical_loss": 3.720978793811378, "tokens_seen": 884604928 }, { "epoch": 0.27, "learning_rate": 0.0007393380140421264, "loss": 1.6101, "theoretical_loss": 3.720952167997, "tokens_seen": 884670464 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.49303656816482544, "objective/train/docs_used": 326745, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.664990782737732, "objective/train/original_loss": 1.6649906635284424, "objective/train/theoretical_loss": 3.720925544707211, "objective/train/tokens_used": 905196000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24346923828125, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505414009094238, "objective/train/weighted_lm_loss": 1.7489945888519287, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.720925544707211, "tokens_seen": 884736000 }, { "epoch": 0.27, "learning_rate": 0.0007393179538615847, "loss": 1.6132, "theoretical_loss": 3.720925544707211, "tokens_seen": 884736000 }, { "epoch": 0.27, "learning_rate": 0.0007392978936810432, "loss": 1.5637, "theoretical_loss": 3.7208989239415846, "tokens_seen": 884801536 }, { "epoch": 0.27, "learning_rate": 0.0007392778335005015, "loss": 1.5596, "theoretical_loss": 3.7208723056996944, "tokens_seen": 884867072 }, { "epoch": 0.27, "learning_rate": 0.0007392577733199599, "loss": 1.5777, "theoretical_loss": 3.7208456899811146, "tokens_seen": 884932608 }, { "epoch": 0.27, "learning_rate": 0.0007392377131394182, "loss": 1.6254, "theoretical_loss": 3.720819076785419, "tokens_seen": 884998144 }, { "epoch": 0.27, "learning_rate": 0.0007392176529588767, "loss": 1.5619, "theoretical_loss": 3.7207924661121816, "tokens_seen": 885063680 }, { "epoch": 0.27, "learning_rate": 0.000739197592778335, "loss": 1.5783, "theoretical_loss": 3.7207658579609766, "tokens_seen": 885129216 }, { "epoch": 0.27, "learning_rate": 0.0007391775325977934, "loss": 1.3964, "theoretical_loss": 3.720739252331378, "tokens_seen": 885194752 }, { "epoch": 0.27, "learning_rate": 0.0007391574724172517, "loss": 1.4862, "theoretical_loss": 3.720712649222961, "tokens_seen": 885260288 }, { "epoch": 0.27, "learning_rate": 0.0007391374122367101, "loss": 1.4439, "theoretical_loss": 3.720686048635299, "tokens_seen": 885325824 }, { "epoch": 0.27, "learning_rate": 0.0007391173520561685, "loss": 1.5158, "theoretical_loss": 3.7206594505679673, "tokens_seen": 885391360 }, { "epoch": 0.27, "learning_rate": 0.0007390972918756269, "loss": 1.557, "theoretical_loss": 3.7206328550205408, "tokens_seen": 885456896 }, { "epoch": 0.27, "learning_rate": 0.0007390772316950852, "loss": 1.5826, "theoretical_loss": 3.720606261992593, "tokens_seen": 885522432 }, { "epoch": 0.27, "learning_rate": 0.0007390571715145437, "loss": 1.6015, "theoretical_loss": 3.7205796714837005, "tokens_seen": 885587968 }, { "epoch": 0.27, "learning_rate": 0.000739037111334002, "loss": 1.53, "theoretical_loss": 3.720553083493437, "tokens_seen": 885653504 }, { "epoch": 0.27, "learning_rate": 0.0007390170511534604, "loss": 1.5517, "theoretical_loss": 3.720526498021378, "tokens_seen": 885719040 }, { "epoch": 0.27, "learning_rate": 0.0007389969909729188, "loss": 1.6243, "theoretical_loss": 3.7204999150670988, "tokens_seen": 885784576 }, { "epoch": 0.27, "learning_rate": 0.0007389769307923771, "loss": 1.496, "theoretical_loss": 3.7204733346301744, "tokens_seen": 885850112 }, { "epoch": 0.27, "learning_rate": 0.0007389568706118355, "loss": 1.5409, "theoretical_loss": 3.7204467567101807, "tokens_seen": 885915648 }, { "epoch": 0.27, "learning_rate": 0.000738936810431294, "loss": 1.5645, "theoretical_loss": 3.720420181306693, "tokens_seen": 885981184 }, { "epoch": 0.27, "learning_rate": 0.0007389167502507522, "loss": 1.5123, "theoretical_loss": 3.7203936084192866, "tokens_seen": 886046720 }, { "epoch": 0.27, "learning_rate": 0.0007388966900702107, "loss": 1.5715, "theoretical_loss": 3.7203670380475375, "tokens_seen": 886112256 }, { "epoch": 0.27, "learning_rate": 0.0007388766298896689, "loss": 1.4636, "theoretical_loss": 3.7203404701910214, "tokens_seen": 886177792 }, { "epoch": 0.27, "learning_rate": 0.0007388565697091274, "loss": 1.6178, "theoretical_loss": 3.7203139048493146, "tokens_seen": 886243328 }, { "epoch": 0.27, "learning_rate": 0.0007388365095285858, "loss": 1.6371, "theoretical_loss": 3.720287342021992, "tokens_seen": 886308864 }, { "epoch": 0.27, "learning_rate": 0.0007388164493480441, "loss": 1.4193, "theoretical_loss": 3.7202607817086313, "tokens_seen": 886374400 }, { "epoch": 0.27, "learning_rate": 0.0007387963891675025, "loss": 1.5348, "theoretical_loss": 3.7202342239088075, "tokens_seen": 886439936 }, { "epoch": 0.27, "learning_rate": 0.000738776328986961, "loss": 1.5865, "theoretical_loss": 3.7202076686220975, "tokens_seen": 886505472 }, { "epoch": 0.27, "learning_rate": 0.0007387562688064192, "loss": 1.5465, "theoretical_loss": 3.720181115848078, "tokens_seen": 886571008 }, { "epoch": 0.27, "learning_rate": 0.0007387362086258777, "loss": 1.4365, "theoretical_loss": 3.7201545655863244, "tokens_seen": 886636544 }, { "epoch": 0.27, "learning_rate": 0.000738716148445336, "loss": 1.4955, "theoretical_loss": 3.7201280178364144, "tokens_seen": 886702080 }, { "epoch": 0.27, "learning_rate": 0.0007386960882647944, "loss": 1.5549, "theoretical_loss": 3.720101472597925, "tokens_seen": 886767616 }, { "epoch": 0.27, "learning_rate": 0.0007386760280842529, "loss": 1.5306, "theoretical_loss": 3.7200749298704316, "tokens_seen": 886833152 }, { "epoch": 0.27, "learning_rate": 0.0007386559679037111, "loss": 1.5458, "theoretical_loss": 3.720048389653512, "tokens_seen": 886898688 }, { "epoch": 0.27, "learning_rate": 0.0007386359077231696, "loss": 1.5625, "theoretical_loss": 3.7200218519467434, "tokens_seen": 886964224 }, { "epoch": 0.27, "learning_rate": 0.0007386158475426279, "loss": 1.5483, "theoretical_loss": 3.719995316749703, "tokens_seen": 887029760 }, { "epoch": 0.27, "learning_rate": 0.0007385957873620863, "loss": 1.6459, "theoretical_loss": 3.7199687840619675, "tokens_seen": 887095296 }, { "epoch": 0.27, "learning_rate": 0.0007385757271815447, "loss": 1.5754, "theoretical_loss": 3.719942253883115, "tokens_seen": 887160832 }, { "epoch": 0.27, "learning_rate": 0.000738555667001003, "loss": 1.5327, "theoretical_loss": 3.7199157262127223, "tokens_seen": 887226368 }, { "epoch": 0.27, "learning_rate": 0.0007385356068204614, "loss": 1.5918, "theoretical_loss": 3.719889201050367, "tokens_seen": 887291904 }, { "epoch": 0.27, "learning_rate": 0.0007385155466399198, "loss": 1.5391, "theoretical_loss": 3.719862678395627, "tokens_seen": 887357440 }, { "epoch": 0.27, "learning_rate": 0.0007384954864593781, "loss": 1.5709, "theoretical_loss": 3.7198361582480803, "tokens_seen": 887422976 }, { "epoch": 0.27, "learning_rate": 0.0007384754262788366, "loss": 1.5289, "theoretical_loss": 3.7198096406073047, "tokens_seen": 887488512 }, { "epoch": 0.27, "learning_rate": 0.0007384553660982949, "loss": 1.5832, "theoretical_loss": 3.719783125472877, "tokens_seen": 887554048 }, { "epoch": 0.27, "learning_rate": 0.0007384353059177533, "loss": 1.4561, "theoretical_loss": 3.719756612844377, "tokens_seen": 887619584 }, { "epoch": 0.27, "learning_rate": 0.0007384152457372117, "loss": 1.4902, "theoretical_loss": 3.719730102721382, "tokens_seen": 887685120 }, { "epoch": 0.27, "learning_rate": 0.00073839518555667, "loss": 1.484, "theoretical_loss": 3.7197035951034705, "tokens_seen": 887750656 }, { "epoch": 0.27, "learning_rate": 0.0007383751253761284, "loss": 1.5796, "theoretical_loss": 3.7196770899902205, "tokens_seen": 887816192 }, { "epoch": 0.27, "learning_rate": 0.0007383550651955868, "loss": 1.4534, "theoretical_loss": 3.7196505873812105, "tokens_seen": 887881728 }, { "epoch": 0.27, "learning_rate": 0.0007383350050150451, "loss": 1.6008, "theoretical_loss": 3.71962408727602, "tokens_seen": 887947264 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.4947243332862854, "objective/train/docs_used": 327973, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3370107412338257, "objective/train/original_loss": 1.3370107412338257, "objective/train/theoretical_loss": 3.719597589674226, "objective/train/tokens_used": 908472800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24511003494262695, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507185459136963, "objective/train/weighted_lm_loss": 1.404590129852295, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.719597589674226, "tokens_seen": 888012800 }, { "epoch": 0.27, "learning_rate": 0.0007383149448345036, "loss": 1.4767, "theoretical_loss": 3.719597589674226, "tokens_seen": 888012800 }, { "epoch": 0.27, "learning_rate": 0.0007382948846539619, "loss": 1.6183, "theoretical_loss": 3.719571094575409, "tokens_seen": 888078336 }, { "epoch": 0.27, "learning_rate": 0.0007382748244734203, "loss": 1.5199, "theoretical_loss": 3.7195446019791465, "tokens_seen": 888143872 }, { "epoch": 0.27, "learning_rate": 0.0007382547642928786, "loss": 1.5538, "theoretical_loss": 3.7195181118850185, "tokens_seen": 888209408 }, { "epoch": 0.27, "learning_rate": 0.0007382347041123371, "loss": 1.5071, "theoretical_loss": 3.719491624292604, "tokens_seen": 888274944 }, { "epoch": 0.27, "learning_rate": 0.0007382146439317954, "loss": 1.5108, "theoretical_loss": 3.719465139201482, "tokens_seen": 888340480 }, { "epoch": 0.27, "learning_rate": 0.0007381945837512538, "loss": 1.5689, "theoretical_loss": 3.7194386566112314, "tokens_seen": 888406016 }, { "epoch": 0.27, "learning_rate": 0.0007381745235707121, "loss": 1.4405, "theoretical_loss": 3.719412176521432, "tokens_seen": 888471552 }, { "epoch": 0.27, "learning_rate": 0.0007381544633901705, "loss": 1.5605, "theoretical_loss": 3.719385698931663, "tokens_seen": 888537088 }, { "epoch": 0.27, "learning_rate": 0.0007381344032096289, "loss": 1.5493, "theoretical_loss": 3.7193592238415043, "tokens_seen": 888602624 }, { "epoch": 0.27, "learning_rate": 0.0007381143430290873, "loss": 1.4485, "theoretical_loss": 3.7193327512505356, "tokens_seen": 888668160 }, { "epoch": 0.27, "learning_rate": 0.0007380942828485456, "loss": 1.5138, "theoretical_loss": 3.719306281158337, "tokens_seen": 888733696 }, { "epoch": 0.27, "learning_rate": 0.0007380742226680041, "loss": 1.5721, "theoretical_loss": 3.7192798135644876, "tokens_seen": 888799232 }, { "epoch": 0.27, "learning_rate": 0.0007380541624874624, "loss": 1.5248, "theoretical_loss": 3.719253348468568, "tokens_seen": 888864768 }, { "epoch": 0.27, "learning_rate": 0.0007380341023069208, "loss": 1.676, "theoretical_loss": 3.7192268858701576, "tokens_seen": 888930304 }, { "epoch": 0.27, "learning_rate": 0.0007380140421263792, "loss": 1.5078, "theoretical_loss": 3.7192004257688374, "tokens_seen": 888995840 }, { "epoch": 0.27, "learning_rate": 0.0007379939819458375, "loss": 1.5258, "theoretical_loss": 3.7191739681641875, "tokens_seen": 889061376 }, { "epoch": 0.27, "learning_rate": 0.0007379739217652959, "loss": 1.5171, "theoretical_loss": 3.7191475130557885, "tokens_seen": 889126912 }, { "epoch": 0.27, "learning_rate": 0.0007379538615847543, "loss": 1.4757, "theoretical_loss": 3.7191210604432205, "tokens_seen": 889192448 }, { "epoch": 0.27, "learning_rate": 0.0007379338014042126, "loss": 1.5757, "theoretical_loss": 3.719094610326064, "tokens_seen": 889257984 }, { "epoch": 0.27, "learning_rate": 0.0007379137412236711, "loss": 1.5898, "theoretical_loss": 3.7190681627039, "tokens_seen": 889323520 }, { "epoch": 0.27, "learning_rate": 0.0007378936810431293, "loss": 1.5945, "theoretical_loss": 3.7190417175763097, "tokens_seen": 889389056 }, { "epoch": 0.27, "learning_rate": 0.0007378736208625878, "loss": 1.5437, "theoretical_loss": 3.7190152749428735, "tokens_seen": 889454592 }, { "epoch": 0.27, "learning_rate": 0.0007378535606820462, "loss": 1.6152, "theoretical_loss": 3.7189888348031728, "tokens_seen": 889520128 }, { "epoch": 0.27, "learning_rate": 0.0007378335005015045, "loss": 1.5619, "theoretical_loss": 3.718962397156788, "tokens_seen": 889585664 }, { "epoch": 0.27, "learning_rate": 0.0007378134403209629, "loss": 1.4392, "theoretical_loss": 3.718935962003301, "tokens_seen": 889651200 }, { "epoch": 0.27, "learning_rate": 0.0007377933801404214, "loss": 1.5465, "theoretical_loss": 3.7189095293422927, "tokens_seen": 889716736 }, { "epoch": 0.27, "learning_rate": 0.0007377733199598796, "loss": 1.5394, "theoretical_loss": 3.718883099173345, "tokens_seen": 889782272 }, { "epoch": 0.27, "learning_rate": 0.0007377532597793381, "loss": 1.6119, "theoretical_loss": 3.7188566714960394, "tokens_seen": 889847808 }, { "epoch": 0.27, "learning_rate": 0.0007377331995987963, "loss": 1.5594, "theoretical_loss": 3.718830246309957, "tokens_seen": 889913344 }, { "epoch": 0.27, "learning_rate": 0.0007377131394182548, "loss": 1.5805, "theoretical_loss": 3.71880382361468, "tokens_seen": 889978880 }, { "epoch": 0.27, "learning_rate": 0.0007376930792377132, "loss": 1.6005, "theoretical_loss": 3.7187774034097894, "tokens_seen": 890044416 }, { "epoch": 0.27, "learning_rate": 0.0007376730190571715, "loss": 1.5652, "theoretical_loss": 3.7187509856948684, "tokens_seen": 890109952 }, { "epoch": 0.27, "learning_rate": 0.0007376529588766299, "loss": 1.5576, "theoretical_loss": 3.7187245704694982, "tokens_seen": 890175488 }, { "epoch": 0.27, "learning_rate": 0.0007376328986960883, "loss": 1.4933, "theoretical_loss": 3.7186981577332614, "tokens_seen": 890241024 }, { "epoch": 0.27, "learning_rate": 0.0007376128385155466, "loss": 1.4404, "theoretical_loss": 3.7186717474857396, "tokens_seen": 890306560 }, { "epoch": 0.27, "learning_rate": 0.0007375927783350051, "loss": 1.4874, "theoretical_loss": 3.718645339726516, "tokens_seen": 890372096 }, { "epoch": 0.27, "learning_rate": 0.0007375727181544633, "loss": 1.5229, "theoretical_loss": 3.718618934455172, "tokens_seen": 890437632 }, { "epoch": 0.27, "learning_rate": 0.0007375526579739218, "loss": 1.5385, "theoretical_loss": 3.718592531671291, "tokens_seen": 890503168 }, { "epoch": 0.27, "learning_rate": 0.0007375325977933801, "loss": 1.5386, "theoretical_loss": 3.7185661313744554, "tokens_seen": 890568704 }, { "epoch": 0.27, "learning_rate": 0.0007375125376128385, "loss": 1.5603, "theoretical_loss": 3.7185397335642474, "tokens_seen": 890634240 }, { "epoch": 0.27, "learning_rate": 0.0007374924774322969, "loss": 1.5324, "theoretical_loss": 3.7185133382402507, "tokens_seen": 890699776 }, { "epoch": 0.27, "learning_rate": 0.0007374724172517553, "loss": 1.5549, "theoretical_loss": 3.7184869454020477, "tokens_seen": 890765312 }, { "epoch": 0.27, "learning_rate": 0.0007374523570712136, "loss": 1.451, "theoretical_loss": 3.718460555049221, "tokens_seen": 890830848 }, { "epoch": 0.27, "learning_rate": 0.0007374322968906721, "loss": 1.5199, "theoretical_loss": 3.718434167181355, "tokens_seen": 890896384 }, { "epoch": 0.27, "learning_rate": 0.0007374122367101303, "loss": 1.5396, "theoretical_loss": 3.718407781798032, "tokens_seen": 890961920 }, { "epoch": 0.27, "learning_rate": 0.0007373921765295888, "loss": 1.5787, "theoretical_loss": 3.7183813988988357, "tokens_seen": 891027456 }, { "epoch": 0.27, "learning_rate": 0.0007373721163490471, "loss": 1.4986, "theoretical_loss": 3.71835501848335, "tokens_seen": 891092992 }, { "epoch": 0.27, "learning_rate": 0.0007373520561685055, "loss": 1.6682, "theoretical_loss": 3.7183286405511566, "tokens_seen": 891158528 }, { "epoch": 0.27, "learning_rate": 0.0007373319959879639, "loss": 1.669, "theoretical_loss": 3.7183022651018414, "tokens_seen": 891224064 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.4911864101886749, "objective/train/docs_used": 329220, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3891663551330566, "objective/train/original_loss": 1.3891664743423462, "objective/train/theoretical_loss": 3.7182758921349865, "objective/train/tokens_used": 911749600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2422795444726944, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503501892089844, "objective/train/weighted_lm_loss": 1.4590027332305908, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7182758921349865, "tokens_seen": 891289600 }, { "epoch": 0.27, "learning_rate": 0.0007373119358074223, "loss": 1.497, "theoretical_loss": 3.7182758921349865, "tokens_seen": 891289600 }, { "epoch": 0.27, "learning_rate": 0.0007372918756268806, "loss": 1.4432, "theoretical_loss": 3.7182495216501765, "tokens_seen": 891355136 }, { "epoch": 0.27, "learning_rate": 0.000737271815446339, "loss": 1.5203, "theoretical_loss": 3.7182231536469956, "tokens_seen": 891420672 }, { "epoch": 0.27, "learning_rate": 0.0007372517552657974, "loss": 1.634, "theoretical_loss": 3.7181967881250273, "tokens_seen": 891486208 }, { "epoch": 0.27, "learning_rate": 0.0007372316950852558, "loss": 1.5754, "theoretical_loss": 3.718170425083856, "tokens_seen": 891551744 }, { "epoch": 0.27, "learning_rate": 0.0007372116349047142, "loss": 1.6224, "theoretical_loss": 3.7181440645230657, "tokens_seen": 891617280 }, { "epoch": 0.27, "learning_rate": 0.0007371915747241725, "loss": 1.4085, "theoretical_loss": 3.718117706442241, "tokens_seen": 891682816 }, { "epoch": 0.27, "learning_rate": 0.0007371715145436309, "loss": 1.584, "theoretical_loss": 3.718091350840966, "tokens_seen": 891748352 }, { "epoch": 0.27, "learning_rate": 0.0007371514543630893, "loss": 1.5142, "theoretical_loss": 3.718064997718826, "tokens_seen": 891813888 }, { "epoch": 0.27, "learning_rate": 0.0007371313941825477, "loss": 1.4979, "theoretical_loss": 3.7180386470754048, "tokens_seen": 891879424 }, { "epoch": 0.27, "learning_rate": 0.000737111334002006, "loss": 1.5761, "theoretical_loss": 3.7180122989102875, "tokens_seen": 891944960 }, { "epoch": 0.27, "learning_rate": 0.0007370912738214645, "loss": 1.5686, "theoretical_loss": 3.7179859532230584, "tokens_seen": 892010496 }, { "epoch": 0.27, "learning_rate": 0.0007370712136409228, "loss": 1.4928, "theoretical_loss": 3.7179596100133034, "tokens_seen": 892076032 }, { "epoch": 0.27, "learning_rate": 0.0007370511534603812, "loss": 1.5706, "theoretical_loss": 3.7179332692806075, "tokens_seen": 892141568 }, { "epoch": 0.27, "learning_rate": 0.0007370310932798396, "loss": 1.6209, "theoretical_loss": 3.7179069310245554, "tokens_seen": 892207104 }, { "epoch": 0.27, "learning_rate": 0.0007370110330992979, "loss": 1.5485, "theoretical_loss": 3.717880595244732, "tokens_seen": 892272640 }, { "epoch": 0.27, "learning_rate": 0.0007369909729187563, "loss": 1.6008, "theoretical_loss": 3.7178542619407233, "tokens_seen": 892338176 }, { "epoch": 0.27, "learning_rate": 0.0007369709127382147, "loss": 1.5462, "theoretical_loss": 3.7178279311121143, "tokens_seen": 892403712 }, { "epoch": 0.27, "learning_rate": 0.000736950852557673, "loss": 1.6487, "theoretical_loss": 3.717801602758491, "tokens_seen": 892469248 }, { "epoch": 0.27, "learning_rate": 0.0007369307923771315, "loss": 1.62, "theoretical_loss": 3.717775276879438, "tokens_seen": 892534784 }, { "epoch": 0.27, "learning_rate": 0.0007369107321965897, "loss": 1.5631, "theoretical_loss": 3.7177489534745427, "tokens_seen": 892600320 }, { "epoch": 0.27, "learning_rate": 0.0007368906720160482, "loss": 1.6712, "theoretical_loss": 3.7177226325433894, "tokens_seen": 892665856 }, { "epoch": 0.27, "learning_rate": 0.0007368706118355066, "loss": 1.5399, "theoretical_loss": 3.7176963140855657, "tokens_seen": 892731392 }, { "epoch": 0.27, "learning_rate": 0.0007368505516549649, "loss": 1.6741, "theoretical_loss": 3.717669998100656, "tokens_seen": 892796928 }, { "epoch": 0.27, "learning_rate": 0.0007368304914744233, "loss": 1.5021, "theoretical_loss": 3.717643684588247, "tokens_seen": 892862464 }, { "epoch": 0.27, "learning_rate": 0.0007368104312938818, "loss": 1.5849, "theoretical_loss": 3.7176173735479248, "tokens_seen": 892928000 }, { "epoch": 0.27, "learning_rate": 0.00073679037111334, "loss": 1.6585, "theoretical_loss": 3.7175910649792767, "tokens_seen": 892993536 }, { "epoch": 0.27, "learning_rate": 0.0007367703109327985, "loss": 1.6115, "theoretical_loss": 3.717564758881888, "tokens_seen": 893059072 }, { "epoch": 0.27, "learning_rate": 0.0007367502507522567, "loss": 1.3831, "theoretical_loss": 3.7175384552553457, "tokens_seen": 893124608 }, { "epoch": 0.27, "learning_rate": 0.0007367301905717152, "loss": 1.5941, "theoretical_loss": 3.7175121540992366, "tokens_seen": 893190144 }, { "epoch": 0.27, "learning_rate": 0.0007367101303911736, "loss": 1.4814, "theoretical_loss": 3.7174858554131465, "tokens_seen": 893255680 }, { "epoch": 0.27, "learning_rate": 0.0007366900702106319, "loss": 1.375, "theoretical_loss": 3.717459559196664, "tokens_seen": 893321216 }, { "epoch": 0.27, "learning_rate": 0.0007366700100300903, "loss": 1.5655, "theoretical_loss": 3.7174332654493742, "tokens_seen": 893386752 }, { "epoch": 0.27, "learning_rate": 0.0007366499498495487, "loss": 1.5439, "theoretical_loss": 3.7174069741708653, "tokens_seen": 893452288 }, { "epoch": 0.27, "learning_rate": 0.000736629889669007, "loss": 1.5214, "theoretical_loss": 3.717380685360724, "tokens_seen": 893517824 }, { "epoch": 0.27, "learning_rate": 0.0007366098294884655, "loss": 1.5316, "theoretical_loss": 3.717354399018538, "tokens_seen": 893583360 }, { "epoch": 0.27, "learning_rate": 0.0007365897693079237, "loss": 1.631, "theoretical_loss": 3.717328115143894, "tokens_seen": 893648896 }, { "epoch": 0.27, "learning_rate": 0.0007365697091273822, "loss": 1.6299, "theoretical_loss": 3.7173018337363795, "tokens_seen": 893714432 }, { "epoch": 0.27, "learning_rate": 0.0007365496489468405, "loss": 1.5717, "theoretical_loss": 3.7172755547955827, "tokens_seen": 893779968 }, { "epoch": 0.27, "learning_rate": 0.0007365295887662989, "loss": 1.5854, "theoretical_loss": 3.7172492783210904, "tokens_seen": 893845504 }, { "epoch": 0.27, "learning_rate": 0.0007365095285857573, "loss": 1.4504, "theoretical_loss": 3.717223004312491, "tokens_seen": 893911040 }, { "epoch": 0.27, "learning_rate": 0.0007364894684052157, "loss": 1.5354, "theoretical_loss": 3.717196732769372, "tokens_seen": 893976576 }, { "epoch": 0.27, "learning_rate": 0.000736469408224674, "loss": 1.5052, "theoretical_loss": 3.717170463691321, "tokens_seen": 894042112 }, { "epoch": 0.27, "learning_rate": 0.0007364493480441325, "loss": 1.5838, "theoretical_loss": 3.7171441970779266, "tokens_seen": 894107648 }, { "epoch": 0.27, "learning_rate": 0.0007364292878635907, "loss": 1.6257, "theoretical_loss": 3.717117932928777, "tokens_seen": 894173184 }, { "epoch": 0.27, "learning_rate": 0.0007364092276830492, "loss": 1.62, "theoretical_loss": 3.71709167124346, "tokens_seen": 894238720 }, { "epoch": 0.27, "learning_rate": 0.0007363891675025075, "loss": 1.5352, "theoretical_loss": 3.7170654120215634, "tokens_seen": 894304256 }, { "epoch": 0.27, "learning_rate": 0.0007363691073219659, "loss": 1.5453, "theoretical_loss": 3.717039155262677, "tokens_seen": 894369792 }, { "epoch": 0.27, "learning_rate": 0.0007363490471414243, "loss": 1.439, "theoretical_loss": 3.7170129009663886, "tokens_seen": 894435328 }, { "epoch": 0.27, "learning_rate": 0.0007363289869608827, "loss": 1.7361, "theoretical_loss": 3.716986649132287, "tokens_seen": 894500864 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.49507322907447815, "objective/train/docs_used": 330336, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3652136325836182, "objective/train/original_loss": 1.365213394165039, "objective/train/theoretical_loss": 3.7169603997599605, "objective/train/tokens_used": 915026400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24529388546943665, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050754427909851, "objective/train/weighted_lm_loss": 1.4345537424087524, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7169603997599605, "tokens_seen": 894566400 }, { "epoch": 0.27, "learning_rate": 0.000736308926780341, "loss": 1.504, "theoretical_loss": 3.7169603997599605, "tokens_seen": 894566400 }, { "epoch": 0.27, "learning_rate": 0.0007362888665997994, "loss": 1.5418, "theoretical_loss": 3.716934152848998, "tokens_seen": 894631936 }, { "epoch": 0.27, "learning_rate": 0.0007362688064192578, "loss": 1.5402, "theoretical_loss": 3.716907908398989, "tokens_seen": 894697472 }, { "epoch": 0.27, "learning_rate": 0.0007362487462387162, "loss": 1.4954, "theoretical_loss": 3.716881666409522, "tokens_seen": 894763008 }, { "epoch": 0.27, "learning_rate": 0.0007362286860581745, "loss": 1.662, "theoretical_loss": 3.716855426880186, "tokens_seen": 894828544 }, { "epoch": 0.27, "learning_rate": 0.000736208625877633, "loss": 1.4931, "theoretical_loss": 3.716829189810571, "tokens_seen": 894894080 }, { "epoch": 0.27, "learning_rate": 0.0007361885656970912, "loss": 1.5073, "theoretical_loss": 3.7168029552002655, "tokens_seen": 894959616 }, { "epoch": 0.27, "learning_rate": 0.0007361685055165497, "loss": 1.5268, "theoretical_loss": 3.7167767230488593, "tokens_seen": 895025152 }, { "epoch": 0.27, "learning_rate": 0.000736148445336008, "loss": 1.604, "theoretical_loss": 3.716750493355941, "tokens_seen": 895090688 }, { "epoch": 0.27, "learning_rate": 0.0007361283851554664, "loss": 1.5471, "theoretical_loss": 3.716724266121102, "tokens_seen": 895156224 }, { "epoch": 0.27, "learning_rate": 0.0007361083249749248, "loss": 1.562, "theoretical_loss": 3.716698041343931, "tokens_seen": 895221760 }, { "epoch": 0.27, "learning_rate": 0.0007360882647943832, "loss": 1.5751, "theoretical_loss": 3.7166718190240178, "tokens_seen": 895287296 }, { "epoch": 0.27, "learning_rate": 0.0007360682046138415, "loss": 1.6129, "theoretical_loss": 3.716645599160952, "tokens_seen": 895352832 }, { "epoch": 0.27, "learning_rate": 0.0007360481444333, "loss": 1.6391, "theoretical_loss": 3.7166193817543243, "tokens_seen": 895418368 }, { "epoch": 0.27, "learning_rate": 0.0007360280842527582, "loss": 1.5138, "theoretical_loss": 3.716593166803724, "tokens_seen": 895483904 }, { "epoch": 0.27, "learning_rate": 0.0007360080240722167, "loss": 1.6115, "theoretical_loss": 3.7165669543087425, "tokens_seen": 895549440 }, { "epoch": 0.27, "learning_rate": 0.000735987963891675, "loss": 1.4009, "theoretical_loss": 3.716540744268969, "tokens_seen": 895614976 }, { "epoch": 0.27, "learning_rate": 0.0007359679037111334, "loss": 1.4429, "theoretical_loss": 3.7165145366839942, "tokens_seen": 895680512 }, { "epoch": 0.27, "learning_rate": 0.0007359478435305918, "loss": 1.5126, "theoretical_loss": 3.7164883315534087, "tokens_seen": 895746048 }, { "epoch": 0.27, "learning_rate": 0.0007359277833500501, "loss": 1.6318, "theoretical_loss": 3.7164621288768025, "tokens_seen": 895811584 }, { "epoch": 0.27, "learning_rate": 0.0007359077231695085, "loss": 1.6113, "theoretical_loss": 3.716435928653768, "tokens_seen": 895877120 }, { "epoch": 0.27, "learning_rate": 0.000735887662988967, "loss": 1.5509, "theoretical_loss": 3.7164097308838935, "tokens_seen": 895942656 }, { "epoch": 0.27, "learning_rate": 0.0007358676028084252, "loss": 1.5021, "theoretical_loss": 3.7163835355667723, "tokens_seen": 896008192 }, { "epoch": 0.27, "learning_rate": 0.0007358475426278837, "loss": 1.5639, "theoretical_loss": 3.716357342701994, "tokens_seen": 896073728 }, { "epoch": 0.27, "learning_rate": 0.0007358274824473419, "loss": 1.5175, "theoretical_loss": 3.7163311522891496, "tokens_seen": 896139264 }, { "epoch": 0.27, "learning_rate": 0.0007358074222668004, "loss": 1.4844, "theoretical_loss": 3.7163049643278314, "tokens_seen": 896204800 }, { "epoch": 0.27, "learning_rate": 0.0007357873620862588, "loss": 1.4348, "theoretical_loss": 3.7162787788176295, "tokens_seen": 896270336 }, { "epoch": 0.27, "learning_rate": 0.0007357673019057171, "loss": 1.5886, "theoretical_loss": 3.716252595758136, "tokens_seen": 896335872 }, { "epoch": 0.27, "learning_rate": 0.0007357472417251755, "loss": 1.5403, "theoretical_loss": 3.7162264151489417, "tokens_seen": 896401408 }, { "epoch": 0.27, "learning_rate": 0.000735727181544634, "loss": 1.4991, "theoretical_loss": 3.7162002369896387, "tokens_seen": 896466944 }, { "epoch": 0.27, "learning_rate": 0.0007357071213640923, "loss": 1.5659, "theoretical_loss": 3.716174061279819, "tokens_seen": 896532480 }, { "epoch": 0.27, "learning_rate": 0.0007356870611835507, "loss": 1.4478, "theoretical_loss": 3.7161478880190737, "tokens_seen": 896598016 }, { "epoch": 0.27, "learning_rate": 0.000735667001003009, "loss": 1.5761, "theoretical_loss": 3.716121717206995, "tokens_seen": 896663552 }, { "epoch": 0.27, "learning_rate": 0.0007356469408224674, "loss": 1.4361, "theoretical_loss": 3.7160955488431746, "tokens_seen": 896729088 }, { "epoch": 0.27, "learning_rate": 0.0007356268806419259, "loss": 1.5569, "theoretical_loss": 3.7160693829272047, "tokens_seen": 896794624 }, { "epoch": 0.27, "learning_rate": 0.0007356068204613841, "loss": 1.5367, "theoretical_loss": 3.716043219458678, "tokens_seen": 896860160 }, { "epoch": 0.27, "learning_rate": 0.0007355867602808426, "loss": 1.526, "theoretical_loss": 3.7160170584371857, "tokens_seen": 896925696 }, { "epoch": 0.27, "learning_rate": 0.0007355667001003009, "loss": 1.5209, "theoretical_loss": 3.7159908998623212, "tokens_seen": 896991232 }, { "epoch": 0.27, "learning_rate": 0.0007355466399197593, "loss": 1.4502, "theoretical_loss": 3.715964743733676, "tokens_seen": 897056768 }, { "epoch": 0.27, "learning_rate": 0.0007355265797392177, "loss": 1.5695, "theoretical_loss": 3.7159385900508433, "tokens_seen": 897122304 }, { "epoch": 0.27, "learning_rate": 0.0007355065195586761, "loss": 1.6992, "theoretical_loss": 3.715912438813416, "tokens_seen": 897187840 }, { "epoch": 0.27, "learning_rate": 0.0007354864593781344, "loss": 1.5037, "theoretical_loss": 3.715886290020986, "tokens_seen": 897253376 }, { "epoch": 0.27, "learning_rate": 0.0007354663991975929, "loss": 1.5559, "theoretical_loss": 3.7158601436731464, "tokens_seen": 897318912 }, { "epoch": 0.27, "learning_rate": 0.0007354463390170511, "loss": 1.6083, "theoretical_loss": 3.715833999769491, "tokens_seen": 897384448 }, { "epoch": 0.27, "learning_rate": 0.0007354262788365096, "loss": 1.4732, "theoretical_loss": 3.7158078583096117, "tokens_seen": 897449984 }, { "epoch": 0.27, "learning_rate": 0.0007354062186559679, "loss": 1.4644, "theoretical_loss": 3.715781719293102, "tokens_seen": 897515520 }, { "epoch": 0.27, "learning_rate": 0.0007353861584754263, "loss": 1.529, "theoretical_loss": 3.715755582719556, "tokens_seen": 897581056 }, { "epoch": 0.27, "learning_rate": 0.0007353660982948847, "loss": 1.3948, "theoretical_loss": 3.715729448588566, "tokens_seen": 897646592 }, { "epoch": 0.27, "learning_rate": 0.0007353460381143431, "loss": 1.4205, "theoretical_loss": 3.7157033168997256, "tokens_seen": 897712128 }, { "epoch": 0.27, "learning_rate": 0.0007353259779338014, "loss": 1.46, "theoretical_loss": 3.715677187652628, "tokens_seen": 897777664 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.49338528513908386, "objective/train/docs_used": 331577, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4540321826934814, "objective/train/original_loss": 1.4540319442749023, "objective/train/theoretical_loss": 3.7156510608468674, "objective/train/tokens_used": 918303200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24429115653038025, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050580382347107, "objective/train/weighted_lm_loss": 1.5274916887283325, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.7156510608468674, "tokens_seen": 897843200 }, { "epoch": 0.27, "learning_rate": 0.0007353059177532598, "loss": 1.5747, "theoretical_loss": 3.7156510608468674, "tokens_seen": 897843200 }, { "epoch": 0.27, "learning_rate": 0.0007352858575727182, "loss": 1.5405, "theoretical_loss": 3.7156249364820377, "tokens_seen": 897908736 }, { "epoch": 0.27, "learning_rate": 0.0007352657973921766, "loss": 1.6722, "theoretical_loss": 3.7155988145577323, "tokens_seen": 897974272 }, { "epoch": 0.27, "learning_rate": 0.0007352457372116349, "loss": 1.4796, "theoretical_loss": 3.7155726950735453, "tokens_seen": 898039808 }, { "epoch": 0.27, "learning_rate": 0.0007352256770310933, "loss": 1.5649, "theoretical_loss": 3.7155465780290706, "tokens_seen": 898105344 }, { "epoch": 0.27, "learning_rate": 0.0007352056168505516, "loss": 1.432, "theoretical_loss": 3.7155204634239025, "tokens_seen": 898170880 }, { "epoch": 0.27, "learning_rate": 0.0007351855566700101, "loss": 1.4952, "theoretical_loss": 3.715494351257635, "tokens_seen": 898236416 }, { "epoch": 0.27, "learning_rate": 0.0007351654964894684, "loss": 1.6546, "theoretical_loss": 3.7154682415298628, "tokens_seen": 898301952 }, { "epoch": 0.27, "learning_rate": 0.0007351454363089268, "loss": 1.5539, "theoretical_loss": 3.7154421342401793, "tokens_seen": 898367488 }, { "epoch": 0.27, "learning_rate": 0.0007351253761283852, "loss": 1.56, "theoretical_loss": 3.7154160293881806, "tokens_seen": 898433024 }, { "epoch": 0.27, "learning_rate": 0.0007351053159478436, "loss": 1.5154, "theoretical_loss": 3.71538992697346, "tokens_seen": 898498560 }, { "epoch": 0.27, "learning_rate": 0.0007350852557673019, "loss": 1.5403, "theoretical_loss": 3.715363826995612, "tokens_seen": 898564096 }, { "epoch": 0.27, "learning_rate": 0.0007350651955867604, "loss": 1.546, "theoretical_loss": 3.7153377294542325, "tokens_seen": 898629632 }, { "epoch": 0.27, "learning_rate": 0.0007350451354062186, "loss": 1.4992, "theoretical_loss": 3.7153116343489154, "tokens_seen": 898695168 }, { "epoch": 0.27, "learning_rate": 0.0007350250752256771, "loss": 1.4948, "theoretical_loss": 3.7152855416792567, "tokens_seen": 898760704 }, { "epoch": 0.27, "learning_rate": 0.0007350050150451354, "loss": 1.5775, "theoretical_loss": 3.715259451444851, "tokens_seen": 898826240 }, { "epoch": 0.27, "learning_rate": 0.0007349849548645938, "loss": 1.5772, "theoretical_loss": 3.715233363645293, "tokens_seen": 898891776 }, { "epoch": 0.27, "learning_rate": 0.0007349648946840522, "loss": 1.5237, "theoretical_loss": 3.7152072782801784, "tokens_seen": 898957312 }, { "epoch": 0.27, "learning_rate": 0.0007349448345035105, "loss": 1.5208, "theoretical_loss": 3.7151811953491025, "tokens_seen": 899022848 }, { "epoch": 0.27, "learning_rate": 0.0007349247743229689, "loss": 1.6329, "theoretical_loss": 3.715155114851661, "tokens_seen": 899088384 }, { "epoch": 0.27, "learning_rate": 0.0007349047141424274, "loss": 1.4821, "theoretical_loss": 3.7151290367874497, "tokens_seen": 899153920 }, { "epoch": 0.27, "learning_rate": 0.0007348846539618856, "loss": 1.5552, "theoretical_loss": 3.715102961156063, "tokens_seen": 899219456 }, { "epoch": 0.27, "learning_rate": 0.0007348645937813441, "loss": 1.4916, "theoretical_loss": 3.715076887957098, "tokens_seen": 899284992 }, { "epoch": 0.27, "learning_rate": 0.0007348445336008023, "loss": 1.508, "theoretical_loss": 3.71505081719015, "tokens_seen": 899350528 }, { "epoch": 0.27, "learning_rate": 0.0007348244734202608, "loss": 1.51, "theoretical_loss": 3.715024748854815, "tokens_seen": 899416064 }, { "epoch": 0.27, "learning_rate": 0.0007348044132397192, "loss": 1.4391, "theoretical_loss": 3.7149986829506894, "tokens_seen": 899481600 }, { "epoch": 0.27, "learning_rate": 0.0007347843530591775, "loss": 1.6433, "theoretical_loss": 3.7149726194773685, "tokens_seen": 899547136 }, { "epoch": 0.27, "learning_rate": 0.0007347642928786359, "loss": 1.5585, "theoretical_loss": 3.714946558434449, "tokens_seen": 899612672 }, { "epoch": 0.27, "learning_rate": 0.0007347442326980944, "loss": 1.4747, "theoretical_loss": 3.714920499821528, "tokens_seen": 899678208 }, { "epoch": 0.27, "learning_rate": 0.0007347241725175526, "loss": 1.5016, "theoretical_loss": 3.7148944436382005, "tokens_seen": 899743744 }, { "epoch": 0.27, "learning_rate": 0.0007347041123370111, "loss": 1.6175, "theoretical_loss": 3.714868389884064, "tokens_seen": 899809280 }, { "epoch": 0.27, "learning_rate": 0.0007346840521564693, "loss": 1.4893, "theoretical_loss": 3.7148423385587153, "tokens_seen": 899874816 }, { "epoch": 0.27, "learning_rate": 0.0007346639919759278, "loss": 1.4388, "theoretical_loss": 3.7148162896617505, "tokens_seen": 899940352 }, { "epoch": 0.27, "learning_rate": 0.0007346439317953862, "loss": 1.5738, "theoretical_loss": 3.714790243192766, "tokens_seen": 900005888 }, { "epoch": 0.27, "learning_rate": 0.0007346238716148445, "loss": 1.5373, "theoretical_loss": 3.71476419915136, "tokens_seen": 900071424 }, { "epoch": 0.27, "learning_rate": 0.0007346038114343029, "loss": 1.4877, "theoretical_loss": 3.7147381575371288, "tokens_seen": 900136960 }, { "epoch": 0.27, "learning_rate": 0.0007345837512537613, "loss": 1.4306, "theoretical_loss": 3.714712118349669, "tokens_seen": 900202496 }, { "epoch": 0.27, "learning_rate": 0.0007345636910732196, "loss": 1.6046, "theoretical_loss": 3.7146860815885794, "tokens_seen": 900268032 }, { "epoch": 0.27, "learning_rate": 0.0007345436308926781, "loss": 1.6605, "theoretical_loss": 3.7146600472534557, "tokens_seen": 900333568 }, { "epoch": 0.27, "learning_rate": 0.0007345235707121364, "loss": 1.5562, "theoretical_loss": 3.714634015343896, "tokens_seen": 900399104 }, { "epoch": 0.27, "learning_rate": 0.0007345035105315948, "loss": 1.5952, "theoretical_loss": 3.7146079858594976, "tokens_seen": 900464640 }, { "epoch": 0.27, "learning_rate": 0.0007344834503510531, "loss": 1.5715, "theoretical_loss": 3.714581958799858, "tokens_seen": 900530176 }, { "epoch": 0.27, "learning_rate": 0.0007344633901705115, "loss": 1.4754, "theoretical_loss": 3.7145559341645753, "tokens_seen": 900595712 }, { "epoch": 0.27, "learning_rate": 0.0007344433299899699, "loss": 1.5178, "theoretical_loss": 3.714529911953247, "tokens_seen": 900661248 }, { "epoch": 0.27, "learning_rate": 0.0007344232698094283, "loss": 1.5697, "theoretical_loss": 3.714503892165471, "tokens_seen": 900726784 }, { "epoch": 0.27, "learning_rate": 0.0007344032096288866, "loss": 1.488, "theoretical_loss": 3.7144778748008456, "tokens_seen": 900792320 }, { "epoch": 0.27, "learning_rate": 0.0007343831494483451, "loss": 1.5028, "theoretical_loss": 3.714451859858968, "tokens_seen": 900857856 }, { "epoch": 0.27, "learning_rate": 0.0007343630892678034, "loss": 1.5317, "theoretical_loss": 3.714425847339437, "tokens_seen": 900923392 }, { "epoch": 0.27, "learning_rate": 0.0007343430290872618, "loss": 1.6374, "theoretical_loss": 3.714399837241851, "tokens_seen": 900988928 }, { "epoch": 0.27, "learning_rate": 0.0007343229689067201, "loss": 1.5067, "theoretical_loss": 3.714373829565808, "tokens_seen": 901054464 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.4941953122615814, "objective/train/docs_used": 332819, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5781757831573486, "objective/train/original_loss": 1.5781757831573486, "objective/train/theoretical_loss": 3.714347824310907, "objective/train/tokens_used": 921580000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24453237652778625, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050662636756897, "objective/train/weighted_lm_loss": 1.6580100059509277, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.714347824310907, "tokens_seen": 901120000 }, { "epoch": 0.27, "learning_rate": 0.0007343029087261786, "loss": 1.6008, "theoretical_loss": 3.714347824310907, "tokens_seen": 901120000 }, { "epoch": 0.27, "learning_rate": 0.0007342828485456369, "loss": 1.459, "theoretical_loss": 3.7143218214767457, "tokens_seen": 901185536 }, { "epoch": 0.27, "learning_rate": 0.0007342627883650953, "loss": 1.5398, "theoretical_loss": 3.7142958210629233, "tokens_seen": 901251072 }, { "epoch": 0.27, "learning_rate": 0.0007342427281845536, "loss": 1.6024, "theoretical_loss": 3.7142698230690385, "tokens_seen": 901316608 }, { "epoch": 0.27, "learning_rate": 0.000734222668004012, "loss": 1.5728, "theoretical_loss": 3.7142438274946903, "tokens_seen": 901382144 }, { "epoch": 0.27, "learning_rate": 0.0007342026078234705, "loss": 1.5302, "theoretical_loss": 3.714217834339477, "tokens_seen": 901447680 }, { "epoch": 0.27, "learning_rate": 0.0007341825476429288, "loss": 1.5524, "theoretical_loss": 3.714191843602998, "tokens_seen": 901513216 }, { "epoch": 0.27, "learning_rate": 0.0007341624874623872, "loss": 1.6042, "theoretical_loss": 3.7141658552848527, "tokens_seen": 901578752 }, { "epoch": 0.27, "learning_rate": 0.0007341424272818456, "loss": 1.5385, "theoretical_loss": 3.71413986938464, "tokens_seen": 901644288 }, { "epoch": 0.27, "learning_rate": 0.000734122367101304, "loss": 1.5364, "theoretical_loss": 3.7141138859019596, "tokens_seen": 901709824 }, { "epoch": 0.27, "learning_rate": 0.0007341023069207623, "loss": 1.5846, "theoretical_loss": 3.7140879048364104, "tokens_seen": 901775360 }, { "epoch": 0.27, "learning_rate": 0.0007340822467402208, "loss": 1.4888, "theoretical_loss": 3.7140619261875916, "tokens_seen": 901840896 }, { "epoch": 0.27, "learning_rate": 0.000734062186559679, "loss": 1.4744, "theoretical_loss": 3.714035949955104, "tokens_seen": 901906432 }, { "epoch": 0.27, "learning_rate": 0.0007340421263791375, "loss": 1.6392, "theoretical_loss": 3.714009976138546, "tokens_seen": 901971968 }, { "epoch": 0.27, "learning_rate": 0.0007340220661985958, "loss": 1.5587, "theoretical_loss": 3.7139840047375183, "tokens_seen": 902037504 }, { "epoch": 0.27, "learning_rate": 0.0007340020060180542, "loss": 1.6001, "theoretical_loss": 3.7139580357516206, "tokens_seen": 902103040 }, { "epoch": 0.27, "learning_rate": 0.0007339819458375126, "loss": 1.6082, "theoretical_loss": 3.7139320691804523, "tokens_seen": 902168576 }, { "epoch": 0.27, "learning_rate": 0.0007339618856569709, "loss": 1.5149, "theoretical_loss": 3.7139061050236144, "tokens_seen": 902234112 }, { "epoch": 0.27, "learning_rate": 0.0007339418254764293, "loss": 1.44, "theoretical_loss": 3.713880143280707, "tokens_seen": 902299648 }, { "epoch": 0.27, "learning_rate": 0.0007339217652958878, "loss": 1.538, "theoretical_loss": 3.7138541839513293, "tokens_seen": 902365184 }, { "epoch": 0.27, "learning_rate": 0.000733901705115346, "loss": 1.498, "theoretical_loss": 3.713828227035082, "tokens_seen": 902430720 }, { "epoch": 0.27, "learning_rate": 0.0007338816449348045, "loss": 1.4815, "theoretical_loss": 3.7138022725315665, "tokens_seen": 902496256 }, { "epoch": 0.27, "learning_rate": 0.0007338615847542627, "loss": 1.6513, "theoretical_loss": 3.713776320440383, "tokens_seen": 902561792 }, { "epoch": 0.27, "learning_rate": 0.0007338415245737212, "loss": 1.5355, "theoretical_loss": 3.7137503707611312, "tokens_seen": 902627328 }, { "epoch": 0.27, "learning_rate": 0.0007338214643931796, "loss": 1.5123, "theoretical_loss": 3.713724423493413, "tokens_seen": 902692864 }, { "epoch": 0.27, "learning_rate": 0.0007338014042126379, "loss": 1.5089, "theoretical_loss": 3.713698478636829, "tokens_seen": 902758400 }, { "epoch": 0.27, "learning_rate": 0.0007337813440320963, "loss": 1.6067, "theoretical_loss": 3.7136725361909795, "tokens_seen": 902823936 }, { "epoch": 0.27, "learning_rate": 0.0007337612838515548, "loss": 1.5354, "theoretical_loss": 3.713646596155466, "tokens_seen": 902889472 }, { "epoch": 0.27, "learning_rate": 0.000733741223671013, "loss": 1.6636, "theoretical_loss": 3.71362065852989, "tokens_seen": 902955008 }, { "epoch": 0.27, "learning_rate": 0.0007337211634904715, "loss": 1.5023, "theoretical_loss": 3.7135947233138515, "tokens_seen": 903020544 }, { "epoch": 0.27, "learning_rate": 0.0007337011033099297, "loss": 1.4835, "theoretical_loss": 3.713568790506953, "tokens_seen": 903086080 }, { "epoch": 0.27, "learning_rate": 0.0007336810431293882, "loss": 1.6501, "theoretical_loss": 3.713542860108796, "tokens_seen": 903151616 }, { "epoch": 0.27, "learning_rate": 0.0007336609829488466, "loss": 1.3778, "theoretical_loss": 3.713516932118981, "tokens_seen": 903217152 }, { "epoch": 0.27, "learning_rate": 0.0007336409227683049, "loss": 1.5625, "theoretical_loss": 3.7134910065371103, "tokens_seen": 903282688 }, { "epoch": 0.27, "learning_rate": 0.0007336208625877633, "loss": 1.4652, "theoretical_loss": 3.7134650833627854, "tokens_seen": 903348224 }, { "epoch": 0.27, "learning_rate": 0.0007336008024072217, "loss": 1.5245, "theoretical_loss": 3.713439162595608, "tokens_seen": 903413760 }, { "epoch": 0.27, "learning_rate": 0.00073358074222668, "loss": 1.4703, "theoretical_loss": 3.71341324423518, "tokens_seen": 903479296 }, { "epoch": 0.27, "learning_rate": 0.0007335606820461385, "loss": 1.4181, "theoretical_loss": 3.7133873282811036, "tokens_seen": 903544832 }, { "epoch": 0.27, "learning_rate": 0.0007335406218655968, "loss": 1.5251, "theoretical_loss": 3.7133614147329808, "tokens_seen": 903610368 }, { "epoch": 0.27, "learning_rate": 0.0007335205616850552, "loss": 1.6838, "theoretical_loss": 3.7133355035904136, "tokens_seen": 903675904 }, { "epoch": 0.27, "learning_rate": 0.0007335005015045135, "loss": 1.6379, "theoretical_loss": 3.713309594853005, "tokens_seen": 903741440 }, { "epoch": 0.27, "learning_rate": 0.000733480441323972, "loss": 1.4379, "theoretical_loss": 3.713283688520356, "tokens_seen": 903806976 }, { "epoch": 0.27, "learning_rate": 0.0007334603811434303, "loss": 1.5696, "theoretical_loss": 3.7132577845920696, "tokens_seen": 903872512 }, { "epoch": 0.27, "learning_rate": 0.0007334403209628887, "loss": 1.5813, "theoretical_loss": 3.7132318830677487, "tokens_seen": 903938048 }, { "epoch": 0.27, "learning_rate": 0.000733420260782347, "loss": 1.6165, "theoretical_loss": 3.713205983946996, "tokens_seen": 904003584 }, { "epoch": 0.27, "learning_rate": 0.0007334002006018055, "loss": 1.5224, "theoretical_loss": 3.713180087229414, "tokens_seen": 904069120 }, { "epoch": 0.27, "learning_rate": 0.0007333801404212638, "loss": 1.4772, "theoretical_loss": 3.7131541929146055, "tokens_seen": 904134656 }, { "epoch": 0.27, "learning_rate": 0.0007333600802407222, "loss": 1.4436, "theoretical_loss": 3.713128301002173, "tokens_seen": 904200192 }, { "epoch": 0.27, "learning_rate": 0.0007333400200601805, "loss": 1.4262, "theoretical_loss": 3.713102411491721, "tokens_seen": 904265728 }, { "epoch": 0.27, "learning_rate": 0.000733319959879639, "loss": 1.5758, "theoretical_loss": 3.71307652438285, "tokens_seen": 904331264 }, { "epoch": 0.27, "objective/train/advantage_avg": 0.490201860666275, "objective/train/docs_used": 333943, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.402259349822998, "objective/train/original_loss": 1.402259349822998, "objective/train/theoretical_loss": 3.713050639675166, "objective/train/tokens_used": 924856800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24115392565727234, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050246000289917, "objective/train/weighted_lm_loss": 1.4726414680480957, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.713050639675166, "tokens_seen": 904396800 }, { "epoch": 0.27, "learning_rate": 0.0007332998996990973, "loss": 1.4792, "theoretical_loss": 3.713050639675166, "tokens_seen": 904396800 }, { "epoch": 0.27, "learning_rate": 0.0007332798395185557, "loss": 1.5239, "theoretical_loss": 3.713024757368271, "tokens_seen": 904462336 }, { "epoch": 0.27, "learning_rate": 0.000733259779338014, "loss": 1.4786, "theoretical_loss": 3.712998877461768, "tokens_seen": 904527872 }, { "epoch": 0.27, "learning_rate": 0.0007332397191574724, "loss": 1.4277, "theoretical_loss": 3.7129729999552614, "tokens_seen": 904593408 }, { "epoch": 0.27, "learning_rate": 0.0007332196589769308, "loss": 1.513, "theoretical_loss": 3.712947124848354, "tokens_seen": 904658944 }, { "epoch": 0.27, "learning_rate": 0.0007331995987963892, "loss": 1.5765, "theoretical_loss": 3.7129212521406503, "tokens_seen": 904724480 }, { "epoch": 0.27, "learning_rate": 0.0007331795386158475, "loss": 1.4948, "theoretical_loss": 3.7128953818317534, "tokens_seen": 904790016 }, { "epoch": 0.27, "learning_rate": 0.000733159478435306, "loss": 1.6894, "theoretical_loss": 3.712869513921267, "tokens_seen": 904855552 }, { "epoch": 0.27, "learning_rate": 0.0007331394182547643, "loss": 1.527, "theoretical_loss": 3.7128436484087954, "tokens_seen": 904921088 }, { "epoch": 0.27, "learning_rate": 0.0007331193580742227, "loss": 1.5399, "theoretical_loss": 3.712817785293943, "tokens_seen": 904986624 }, { "epoch": 0.27, "learning_rate": 0.000733099297893681, "loss": 1.5486, "theoretical_loss": 3.712791924576314, "tokens_seen": 905052160 }, { "epoch": 0.27, "learning_rate": 0.0007330792377131394, "loss": 1.5266, "theoretical_loss": 3.712766066255512, "tokens_seen": 905117696 }, { "epoch": 0.27, "learning_rate": 0.0007330591775325978, "loss": 1.4733, "theoretical_loss": 3.712740210331141, "tokens_seen": 905183232 }, { "epoch": 0.27, "learning_rate": 0.0007330391173520562, "loss": 1.5574, "theoretical_loss": 3.712714356802807, "tokens_seen": 905248768 }, { "epoch": 0.27, "learning_rate": 0.0007330190571715145, "loss": 1.5035, "theoretical_loss": 3.712688505670113, "tokens_seen": 905314304 }, { "epoch": 0.27, "learning_rate": 0.000732998996990973, "loss": 1.5057, "theoretical_loss": 3.7126626569326637, "tokens_seen": 905379840 }, { "epoch": 0.27, "learning_rate": 0.0007329789368104312, "loss": 1.6768, "theoretical_loss": 3.712636810590065, "tokens_seen": 905445376 }, { "epoch": 0.27, "learning_rate": 0.0007329588766298897, "loss": 1.5002, "theoretical_loss": 3.712610966641921, "tokens_seen": 905510912 }, { "epoch": 0.27, "learning_rate": 0.000732938816449348, "loss": 1.4537, "theoretical_loss": 3.712585125087837, "tokens_seen": 905576448 }, { "epoch": 0.27, "learning_rate": 0.0007329187562688064, "loss": 1.4468, "theoretical_loss": 3.7125592859274166, "tokens_seen": 905641984 }, { "epoch": 0.27, "learning_rate": 0.0007328986960882648, "loss": 1.5671, "theoretical_loss": 3.7125334491602664, "tokens_seen": 905707520 }, { "epoch": 0.27, "learning_rate": 0.0007328786359077231, "loss": 1.4226, "theoretical_loss": 3.7125076147859906, "tokens_seen": 905773056 }, { "epoch": 0.27, "learning_rate": 0.0007328585757271815, "loss": 1.4046, "theoretical_loss": 3.7124817828041956, "tokens_seen": 905838592 }, { "epoch": 0.27, "learning_rate": 0.00073283851554664, "loss": 1.5966, "theoretical_loss": 3.712455953214486, "tokens_seen": 905904128 }, { "epoch": 0.27, "learning_rate": 0.0007328184553660982, "loss": 1.6447, "theoretical_loss": 3.712430126016467, "tokens_seen": 905969664 }, { "epoch": 0.27, "learning_rate": 0.0007327983951855567, "loss": 1.5007, "theoretical_loss": 3.7124043012097445, "tokens_seen": 906035200 }, { "epoch": 0.27, "learning_rate": 0.0007327783350050151, "loss": 1.5595, "theoretical_loss": 3.7123784787939247, "tokens_seen": 906100736 }, { "epoch": 0.27, "learning_rate": 0.0007327582748244734, "loss": 1.4266, "theoretical_loss": 3.712352658768612, "tokens_seen": 906166272 }, { "epoch": 0.27, "learning_rate": 0.0007327382146439318, "loss": 1.6237, "theoretical_loss": 3.7123268411334136, "tokens_seen": 906231808 }, { "epoch": 0.27, "learning_rate": 0.0007327181544633901, "loss": 1.5407, "theoretical_loss": 3.712301025887935, "tokens_seen": 906297344 }, { "epoch": 0.27, "learning_rate": 0.0007326980942828486, "loss": 1.4856, "theoretical_loss": 3.7122752130317815, "tokens_seen": 906362880 }, { "epoch": 0.27, "learning_rate": 0.000732678034102307, "loss": 1.5986, "theoretical_loss": 3.7122494025645607, "tokens_seen": 906428416 }, { "epoch": 0.27, "learning_rate": 0.0007326579739217653, "loss": 1.3604, "theoretical_loss": 3.7122235944858772, "tokens_seen": 906493952 }, { "epoch": 0.27, "learning_rate": 0.0007326379137412237, "loss": 1.4404, "theoretical_loss": 3.712197788795338, "tokens_seen": 906559488 }, { "epoch": 0.27, "learning_rate": 0.0007326178535606821, "loss": 1.4967, "theoretical_loss": 3.7121719854925503, "tokens_seen": 906625024 }, { "epoch": 0.27, "learning_rate": 0.0007325977933801404, "loss": 1.5209, "theoretical_loss": 3.712146184577119, "tokens_seen": 906690560 }, { "epoch": 0.27, "learning_rate": 0.0007325777331995989, "loss": 1.5063, "theoretical_loss": 3.712120386048652, "tokens_seen": 906756096 }, { "epoch": 0.27, "learning_rate": 0.0007325576730190572, "loss": 1.6111, "theoretical_loss": 3.712094589906755, "tokens_seen": 906821632 }, { "epoch": 0.27, "learning_rate": 0.0007325376128385156, "loss": 1.4578, "theoretical_loss": 3.7120687961510357, "tokens_seen": 906887168 }, { "epoch": 0.27, "learning_rate": 0.0007325175526579739, "loss": 1.4891, "theoretical_loss": 3.7120430047811004, "tokens_seen": 906952704 }, { "epoch": 0.27, "learning_rate": 0.0007324974924774323, "loss": 1.6032, "theoretical_loss": 3.712017215796556, "tokens_seen": 907018240 }, { "epoch": 0.27, "learning_rate": 0.0007324774322968907, "loss": 1.4976, "theoretical_loss": 3.7119914291970098, "tokens_seen": 907083776 }, { "epoch": 0.27, "learning_rate": 0.0007324573721163491, "loss": 1.4149, "theoretical_loss": 3.711965644982069, "tokens_seen": 907149312 }, { "epoch": 0.27, "learning_rate": 0.0007324373119358074, "loss": 1.5783, "theoretical_loss": 3.7119398631513403, "tokens_seen": 907214848 }, { "epoch": 0.27, "learning_rate": 0.0007324172517552659, "loss": 1.5459, "theoretical_loss": 3.7119140837044315, "tokens_seen": 907280384 }, { "epoch": 0.27, "learning_rate": 0.0007323971915747242, "loss": 1.4594, "theoretical_loss": 3.71188830664095, "tokens_seen": 907345920 }, { "epoch": 0.27, "learning_rate": 0.0007323771313941826, "loss": 1.4985, "theoretical_loss": 3.711862531960503, "tokens_seen": 907411456 }, { "epoch": 0.27, "learning_rate": 0.0007323570712136409, "loss": 1.5004, "theoretical_loss": 3.711836759662699, "tokens_seen": 907476992 }, { "epoch": 0.28, "learning_rate": 0.0007323370110330994, "loss": 1.5199, "theoretical_loss": 3.7118109897471445, "tokens_seen": 907542528 }, { "epoch": 0.28, "learning_rate": 0.0007323169508525577, "loss": 1.4622, "theoretical_loss": 3.7117852222134484, "tokens_seen": 907608064 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49309253692626953, "objective/train/docs_used": 335091, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.365290880203247, "objective/train/original_loss": 1.3652909994125366, "objective/train/theoretical_loss": 3.7117594570612176, "objective/train/tokens_used": 928133600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2434723675251007, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505470037460327, "objective/train/weighted_lm_loss": 1.4342434406280518, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7117594570612176, "tokens_seen": 907673600 }, { "epoch": 0.28, "learning_rate": 0.0007322968906720161, "loss": 1.4598, "theoretical_loss": 3.7117594570612176, "tokens_seen": 907673600 }, { "epoch": 0.28, "learning_rate": 0.0007322768304914744, "loss": 1.5251, "theoretical_loss": 3.7117336942900607, "tokens_seen": 907739136 }, { "epoch": 0.28, "learning_rate": 0.0007322567703109328, "loss": 1.5069, "theoretical_loss": 3.7117079338995858, "tokens_seen": 907804672 }, { "epoch": 0.28, "learning_rate": 0.0007322367101303912, "loss": 1.5835, "theoretical_loss": 3.7116821758894005, "tokens_seen": 907870208 }, { "epoch": 0.28, "learning_rate": 0.0007322166499498496, "loss": 1.4626, "theoretical_loss": 3.7116564202591134, "tokens_seen": 907935744 }, { "epoch": 0.28, "learning_rate": 0.0007321965897693079, "loss": 1.6062, "theoretical_loss": 3.711630667008333, "tokens_seen": 908001280 }, { "epoch": 0.28, "learning_rate": 0.0007321765295887664, "loss": 1.6331, "theoretical_loss": 3.7116049161366673, "tokens_seen": 908066816 }, { "epoch": 0.28, "learning_rate": 0.0007321564694082247, "loss": 1.4469, "theoretical_loss": 3.7115791676437255, "tokens_seen": 908132352 }, { "epoch": 0.28, "learning_rate": 0.0007321364092276831, "loss": 1.4688, "theoretical_loss": 3.711553421529116, "tokens_seen": 908197888 }, { "epoch": 0.28, "learning_rate": 0.0007321163490471414, "loss": 1.4304, "theoretical_loss": 3.7115276777924473, "tokens_seen": 908263424 }, { "epoch": 0.28, "learning_rate": 0.0007320962888665998, "loss": 1.5412, "theoretical_loss": 3.7115019364333275, "tokens_seen": 908328960 }, { "epoch": 0.28, "learning_rate": 0.0007320762286860582, "loss": 1.6077, "theoretical_loss": 3.7114761974513675, "tokens_seen": 908394496 }, { "epoch": 0.28, "learning_rate": 0.0007320561685055166, "loss": 1.5779, "theoretical_loss": 3.7114504608461747, "tokens_seen": 908460032 }, { "epoch": 0.28, "learning_rate": 0.0007320361083249749, "loss": 1.4848, "theoretical_loss": 3.7114247266173583, "tokens_seen": 908525568 }, { "epoch": 0.28, "learning_rate": 0.0007320160481444334, "loss": 1.5258, "theoretical_loss": 3.7113989947645276, "tokens_seen": 908591104 }, { "epoch": 0.28, "learning_rate": 0.0007319959879638916, "loss": 1.4771, "theoretical_loss": 3.7113732652872926, "tokens_seen": 908656640 }, { "epoch": 0.28, "learning_rate": 0.0007319759277833501, "loss": 1.546, "theoretical_loss": 3.711347538185262, "tokens_seen": 908722176 }, { "epoch": 0.28, "learning_rate": 0.0007319558676028085, "loss": 1.5161, "theoretical_loss": 3.7113218134580452, "tokens_seen": 908787712 }, { "epoch": 0.28, "learning_rate": 0.0007319358074222668, "loss": 1.5833, "theoretical_loss": 3.711296091105252, "tokens_seen": 908853248 }, { "epoch": 0.28, "learning_rate": 0.0007319157472417252, "loss": 1.52, "theoretical_loss": 3.711270371126492, "tokens_seen": 908918784 }, { "epoch": 0.28, "learning_rate": 0.0007318956870611835, "loss": 1.4664, "theoretical_loss": 3.7112446535213754, "tokens_seen": 908984320 }, { "epoch": 0.28, "learning_rate": 0.0007318756268806419, "loss": 1.5129, "theoretical_loss": 3.7112189382895107, "tokens_seen": 909049856 }, { "epoch": 0.28, "learning_rate": 0.0007318555667001004, "loss": 1.3925, "theoretical_loss": 3.7111932254305096, "tokens_seen": 909115392 }, { "epoch": 0.28, "learning_rate": 0.0007318355065195586, "loss": 1.4639, "theoretical_loss": 3.7111675149439804, "tokens_seen": 909180928 }, { "epoch": 0.28, "learning_rate": 0.0007318154463390171, "loss": 1.578, "theoretical_loss": 3.7111418068295343, "tokens_seen": 909246464 }, { "epoch": 0.28, "learning_rate": 0.0007317953861584755, "loss": 1.563, "theoretical_loss": 3.7111161010867812, "tokens_seen": 909312000 }, { "epoch": 0.28, "learning_rate": 0.0007317753259779338, "loss": 1.4527, "theoretical_loss": 3.7110903977153313, "tokens_seen": 909377536 }, { "epoch": 0.28, "learning_rate": 0.0007317552657973922, "loss": 1.5968, "theoretical_loss": 3.7110646967147956, "tokens_seen": 909443072 }, { "epoch": 0.28, "learning_rate": 0.0007317352056168505, "loss": 1.4044, "theoretical_loss": 3.711038998084783, "tokens_seen": 909508608 }, { "epoch": 0.28, "learning_rate": 0.0007317151454363089, "loss": 1.6923, "theoretical_loss": 3.711013301824906, "tokens_seen": 909574144 }, { "epoch": 0.28, "learning_rate": 0.0007316950852557674, "loss": 1.4548, "theoretical_loss": 3.710987607934774, "tokens_seen": 909639680 }, { "epoch": 0.28, "learning_rate": 0.0007316750250752256, "loss": 1.5561, "theoretical_loss": 3.710961916413998, "tokens_seen": 909705216 }, { "epoch": 0.28, "learning_rate": 0.0007316549648946841, "loss": 1.5293, "theoretical_loss": 3.7109362272621893, "tokens_seen": 909770752 }, { "epoch": 0.28, "learning_rate": 0.0007316349047141424, "loss": 1.5652, "theoretical_loss": 3.7109105404789586, "tokens_seen": 909836288 }, { "epoch": 0.28, "learning_rate": 0.0007316148445336008, "loss": 1.5264, "theoretical_loss": 3.7108848560639167, "tokens_seen": 909901824 }, { "epoch": 0.28, "learning_rate": 0.0007315947843530592, "loss": 1.472, "theoretical_loss": 3.7108591740166745, "tokens_seen": 909967360 }, { "epoch": 0.28, "learning_rate": 0.0007315747241725176, "loss": 1.55, "theoretical_loss": 3.7108334943368435, "tokens_seen": 910032896 }, { "epoch": 0.28, "learning_rate": 0.0007315546639919759, "loss": 1.5383, "theoretical_loss": 3.710807817024036, "tokens_seen": 910098432 }, { "epoch": 0.28, "learning_rate": 0.0007315346038114343, "loss": 1.5295, "theoretical_loss": 3.7107821420778615, "tokens_seen": 910163968 }, { "epoch": 0.28, "learning_rate": 0.0007315145436308926, "loss": 1.5832, "theoretical_loss": 3.710756469497933, "tokens_seen": 910229504 }, { "epoch": 0.28, "learning_rate": 0.0007314944834503511, "loss": 1.4573, "theoretical_loss": 3.710730799283861, "tokens_seen": 910295040 }, { "epoch": 0.28, "learning_rate": 0.0007314744232698094, "loss": 1.4642, "theoretical_loss": 3.710705131435258, "tokens_seen": 910360576 }, { "epoch": 0.28, "learning_rate": 0.0007314543630892678, "loss": 1.5471, "theoretical_loss": 3.7106794659517357, "tokens_seen": 910426112 }, { "epoch": 0.28, "learning_rate": 0.0007314343029087262, "loss": 1.438, "theoretical_loss": 3.7106538028329057, "tokens_seen": 910491648 }, { "epoch": 0.28, "learning_rate": 0.0007314142427281846, "loss": 1.5215, "theoretical_loss": 3.710628142078379, "tokens_seen": 910557184 }, { "epoch": 0.28, "learning_rate": 0.0007313941825476429, "loss": 1.452, "theoretical_loss": 3.7106024836877696, "tokens_seen": 910622720 }, { "epoch": 0.28, "learning_rate": 0.0007313741223671013, "loss": 1.5105, "theoretical_loss": 3.7105768276606885, "tokens_seen": 910688256 }, { "epoch": 0.28, "learning_rate": 0.0007313540621865596, "loss": 1.5075, "theoretical_loss": 3.710551173996748, "tokens_seen": 910753792 }, { "epoch": 0.28, "learning_rate": 0.0007313340020060181, "loss": 1.4472, "theoretical_loss": 3.7105255226955602, "tokens_seen": 910819328 }, { "epoch": 0.28, "learning_rate": 0.0007313139418254764, "loss": 1.4744, "theoretical_loss": 3.7104998737567376, "tokens_seen": 910884864 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49511486291885376, "objective/train/docs_used": 336141, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5025779008865356, "objective/train/original_loss": 1.5025780200958252, "objective/train/theoretical_loss": 3.710474227179893, "objective/train/tokens_used": 931410400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2453271597623825, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507588386535645, "objective/train/weighted_lm_loss": 1.5787557363510132, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.710474227179893, "tokens_seen": 910950400 }, { "epoch": 0.28, "learning_rate": 0.0007312938816449348, "loss": 1.5946, "theoretical_loss": 3.710474227179893, "tokens_seen": 910950400 }, { "epoch": 0.28, "learning_rate": 0.0007312738214643931, "loss": 1.4776, "theoretical_loss": 3.710448582964639, "tokens_seen": 911015936 }, { "epoch": 0.28, "learning_rate": 0.0007312537612838516, "loss": 1.4899, "theoretical_loss": 3.710422941110588, "tokens_seen": 911081472 }, { "epoch": 0.28, "learning_rate": 0.0007312337011033099, "loss": 1.5028, "theoretical_loss": 3.710397301617353, "tokens_seen": 911147008 }, { "epoch": 0.28, "learning_rate": 0.0007312136409227683, "loss": 1.5371, "theoretical_loss": 3.710371664484547, "tokens_seen": 911212544 }, { "epoch": 0.28, "learning_rate": 0.0007311935807422268, "loss": 1.4034, "theoretical_loss": 3.710346029711782, "tokens_seen": 911278080 }, { "epoch": 0.28, "learning_rate": 0.0007311735205616851, "loss": 1.4266, "theoretical_loss": 3.710320397298672, "tokens_seen": 911343616 }, { "epoch": 0.28, "learning_rate": 0.0007311534603811435, "loss": 1.4864, "theoretical_loss": 3.71029476724483, "tokens_seen": 911409152 }, { "epoch": 0.28, "learning_rate": 0.0007311334002006018, "loss": 1.469, "theoretical_loss": 3.710269139549869, "tokens_seen": 911474688 }, { "epoch": 0.28, "learning_rate": 0.0007311133400200602, "loss": 1.4579, "theoretical_loss": 3.7102435142134027, "tokens_seen": 911540224 }, { "epoch": 0.28, "learning_rate": 0.0007310932798395186, "loss": 1.373, "theoretical_loss": 3.710217891235043, "tokens_seen": 911605760 }, { "epoch": 0.28, "learning_rate": 0.000731073219658977, "loss": 1.497, "theoretical_loss": 3.710192270614406, "tokens_seen": 911671296 }, { "epoch": 0.28, "learning_rate": 0.0007310531594784353, "loss": 1.5498, "theoretical_loss": 3.7101666523511034, "tokens_seen": 911736832 }, { "epoch": 0.28, "learning_rate": 0.0007310330992978938, "loss": 1.4235, "theoretical_loss": 3.7101410364447496, "tokens_seen": 911802368 }, { "epoch": 0.28, "learning_rate": 0.000731013039117352, "loss": 1.6592, "theoretical_loss": 3.710115422894958, "tokens_seen": 911867904 }, { "epoch": 0.28, "learning_rate": 0.0007309929789368105, "loss": 1.56, "theoretical_loss": 3.7100898117013426, "tokens_seen": 911933440 }, { "epoch": 0.28, "learning_rate": 0.0007309729187562689, "loss": 1.4365, "theoretical_loss": 3.710064202863517, "tokens_seen": 911998976 }, { "epoch": 0.28, "learning_rate": 0.0007309528585757272, "loss": 1.547, "theoretical_loss": 3.710038596381096, "tokens_seen": 912064512 }, { "epoch": 0.28, "learning_rate": 0.0007309327983951856, "loss": 1.6258, "theoretical_loss": 3.7100129922536933, "tokens_seen": 912130048 }, { "epoch": 0.28, "learning_rate": 0.0007309127382146439, "loss": 1.5512, "theoretical_loss": 3.709987390480923, "tokens_seen": 912195584 }, { "epoch": 0.28, "learning_rate": 0.0007308926780341023, "loss": 1.5336, "theoretical_loss": 3.7099617910623994, "tokens_seen": 912261120 }, { "epoch": 0.28, "learning_rate": 0.0007308726178535608, "loss": 1.5221, "theoretical_loss": 3.7099361939977378, "tokens_seen": 912326656 }, { "epoch": 0.28, "learning_rate": 0.000730852557673019, "loss": 1.6308, "theoretical_loss": 3.7099105992865518, "tokens_seen": 912392192 }, { "epoch": 0.28, "learning_rate": 0.0007308324974924775, "loss": 1.4497, "theoretical_loss": 3.709885006928456, "tokens_seen": 912457728 }, { "epoch": 0.28, "learning_rate": 0.0007308124373119359, "loss": 1.5121, "theoretical_loss": 3.7098594169230648, "tokens_seen": 912523264 }, { "epoch": 0.28, "learning_rate": 0.0007307923771313942, "loss": 1.5233, "theoretical_loss": 3.709833829269994, "tokens_seen": 912588800 }, { "epoch": 0.28, "learning_rate": 0.0007307723169508526, "loss": 1.5005, "theoretical_loss": 3.709808243968858, "tokens_seen": 912654336 }, { "epoch": 0.28, "learning_rate": 0.0007307522567703109, "loss": 1.3822, "theoretical_loss": 3.7097826610192715, "tokens_seen": 912719872 }, { "epoch": 0.28, "learning_rate": 0.0007307321965897693, "loss": 1.5105, "theoretical_loss": 3.7097570804208497, "tokens_seen": 912785408 }, { "epoch": 0.28, "learning_rate": 0.0007307121364092278, "loss": 1.5449, "theoretical_loss": 3.7097315021732076, "tokens_seen": 912850944 }, { "epoch": 0.28, "learning_rate": 0.000730692076228686, "loss": 1.4522, "theoretical_loss": 3.7097059262759604, "tokens_seen": 912916480 }, { "epoch": 0.28, "learning_rate": 0.0007306720160481445, "loss": 1.4448, "theoretical_loss": 3.709680352728724, "tokens_seen": 912982016 }, { "epoch": 0.28, "learning_rate": 0.0007306519558676028, "loss": 1.5511, "theoretical_loss": 3.709654781531113, "tokens_seen": 913047552 }, { "epoch": 0.28, "learning_rate": 0.0007306318956870612, "loss": 1.53, "theoretical_loss": 3.709629212682744, "tokens_seen": 913113088 }, { "epoch": 0.28, "learning_rate": 0.0007306118355065196, "loss": 1.5703, "theoretical_loss": 3.709603646183231, "tokens_seen": 913178624 }, { "epoch": 0.28, "learning_rate": 0.000730591775325978, "loss": 1.5115, "theoretical_loss": 3.7095780820321913, "tokens_seen": 913244160 }, { "epoch": 0.28, "learning_rate": 0.0007305717151454363, "loss": 1.5071, "theoretical_loss": 3.709552520229239, "tokens_seen": 913309696 }, { "epoch": 0.28, "learning_rate": 0.0007305516549648947, "loss": 1.4625, "theoretical_loss": 3.7095269607739914, "tokens_seen": 913375232 }, { "epoch": 0.28, "learning_rate": 0.000730531594784353, "loss": 1.4216, "theoretical_loss": 3.709501403666064, "tokens_seen": 913440768 }, { "epoch": 0.28, "learning_rate": 0.0007305115346038115, "loss": 1.6108, "theoretical_loss": 3.7094758489050728, "tokens_seen": 913506304 }, { "epoch": 0.28, "learning_rate": 0.0007304914744232698, "loss": 1.5082, "theoretical_loss": 3.7094502964906337, "tokens_seen": 913571840 }, { "epoch": 0.28, "learning_rate": 0.0007304714142427282, "loss": 1.547, "theoretical_loss": 3.7094247464223633, "tokens_seen": 913637376 }, { "epoch": 0.28, "learning_rate": 0.0007304513540621866, "loss": 1.5942, "theoretical_loss": 3.7093991986998773, "tokens_seen": 913702912 }, { "epoch": 0.28, "learning_rate": 0.000730431293881645, "loss": 1.4681, "theoretical_loss": 3.7093736533227926, "tokens_seen": 913768448 }, { "epoch": 0.28, "learning_rate": 0.0007304112337011033, "loss": 1.3905, "theoretical_loss": 3.709348110290726, "tokens_seen": 913833984 }, { "epoch": 0.28, "learning_rate": 0.0007303911735205617, "loss": 1.4601, "theoretical_loss": 3.7093225696032937, "tokens_seen": 913899520 }, { "epoch": 0.28, "learning_rate": 0.00073037111334002, "loss": 1.5562, "theoretical_loss": 3.7092970312601117, "tokens_seen": 913965056 }, { "epoch": 0.28, "learning_rate": 0.0007303510531594785, "loss": 1.5507, "theoretical_loss": 3.709271495260798, "tokens_seen": 914030592 }, { "epoch": 0.28, "learning_rate": 0.0007303309929789368, "loss": 1.4563, "theoretical_loss": 3.7092459616049682, "tokens_seen": 914096128 }, { "epoch": 0.28, "learning_rate": 0.0007303109327983952, "loss": 1.4443, "theoretical_loss": 3.709220430292241, "tokens_seen": 914161664 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.4891274571418762, "objective/train/docs_used": 337261, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4483685493469238, "objective/train/original_loss": 1.4483685493469238, "objective/train/theoretical_loss": 3.709194901322231, "objective/train/tokens_used": 934687200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2399061918258667, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501322746276855, "objective/train/weighted_lm_loss": 1.520915150642395, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.709194901322231, "tokens_seen": 914227200 }, { "epoch": 0.28, "learning_rate": 0.0007302908726178535, "loss": 1.6048, "theoretical_loss": 3.709194901322231, "tokens_seen": 914227200 }, { "epoch": 0.28, "learning_rate": 0.000730270812437312, "loss": 1.4676, "theoretical_loss": 3.709169374694558, "tokens_seen": 914292736 }, { "epoch": 0.28, "learning_rate": 0.0007302507522567703, "loss": 1.5268, "theoretical_loss": 3.709143850408837, "tokens_seen": 914358272 }, { "epoch": 0.28, "learning_rate": 0.0007302306920762287, "loss": 1.4751, "theoretical_loss": 3.7091183284646867, "tokens_seen": 914423808 }, { "epoch": 0.28, "learning_rate": 0.000730210631895687, "loss": 1.5256, "theoretical_loss": 3.709092808861724, "tokens_seen": 914489344 }, { "epoch": 0.28, "learning_rate": 0.0007301905717151455, "loss": 1.5011, "theoretical_loss": 3.709067291599566, "tokens_seen": 914554880 }, { "epoch": 0.28, "learning_rate": 0.0007301705115346038, "loss": 1.5044, "theoretical_loss": 3.7090417766778305, "tokens_seen": 914620416 }, { "epoch": 0.28, "learning_rate": 0.0007301504513540622, "loss": 1.5095, "theoretical_loss": 3.7090162640961357, "tokens_seen": 914685952 }, { "epoch": 0.28, "learning_rate": 0.0007301303911735205, "loss": 1.481, "theoretical_loss": 3.7089907538540987, "tokens_seen": 914751488 }, { "epoch": 0.28, "learning_rate": 0.000730110330992979, "loss": 1.4966, "theoretical_loss": 3.7089652459513376, "tokens_seen": 914817024 }, { "epoch": 0.28, "learning_rate": 0.0007300902708124373, "loss": 1.484, "theoretical_loss": 3.7089397403874704, "tokens_seen": 914882560 }, { "epoch": 0.28, "learning_rate": 0.0007300702106318957, "loss": 1.4283, "theoretical_loss": 3.708914237162115, "tokens_seen": 914948096 }, { "epoch": 0.28, "learning_rate": 0.0007300501504513541, "loss": 1.5042, "theoretical_loss": 3.708888736274889, "tokens_seen": 915013632 }, { "epoch": 0.28, "learning_rate": 0.0007300300902708124, "loss": 1.5487, "theoretical_loss": 3.708863237725412, "tokens_seen": 915079168 }, { "epoch": 0.28, "learning_rate": 0.0007300100300902708, "loss": 1.5378, "theoretical_loss": 3.708837741513301, "tokens_seen": 915144704 }, { "epoch": 0.28, "learning_rate": 0.0007299899699097293, "loss": 1.5432, "theoretical_loss": 3.708812247638175, "tokens_seen": 915210240 }, { "epoch": 0.28, "learning_rate": 0.0007299699097291875, "loss": 1.5377, "theoretical_loss": 3.708786756099652, "tokens_seen": 915275776 }, { "epoch": 0.28, "learning_rate": 0.000729949849548646, "loss": 1.5257, "theoretical_loss": 3.7087612668973513, "tokens_seen": 915341312 }, { "epoch": 0.28, "learning_rate": 0.0007299297893681042, "loss": 1.494, "theoretical_loss": 3.7087357800308904, "tokens_seen": 915406848 }, { "epoch": 0.28, "learning_rate": 0.0007299097291875627, "loss": 1.4374, "theoretical_loss": 3.7087102954998894, "tokens_seen": 915472384 }, { "epoch": 0.28, "learning_rate": 0.0007298896690070211, "loss": 1.5563, "theoretical_loss": 3.708684813303966, "tokens_seen": 915537920 }, { "epoch": 0.28, "learning_rate": 0.0007298696088264794, "loss": 1.5166, "theoretical_loss": 3.7086593334427396, "tokens_seen": 915603456 }, { "epoch": 0.28, "learning_rate": 0.0007298495486459378, "loss": 1.4497, "theoretical_loss": 3.708633855915829, "tokens_seen": 915668992 }, { "epoch": 0.28, "learning_rate": 0.0007298294884653963, "loss": 1.521, "theoretical_loss": 3.708608380722854, "tokens_seen": 915734528 }, { "epoch": 0.28, "learning_rate": 0.0007298094282848545, "loss": 1.5189, "theoretical_loss": 3.708582907863433, "tokens_seen": 915800064 }, { "epoch": 0.28, "learning_rate": 0.000729789368104313, "loss": 1.4966, "theoretical_loss": 3.7085574373371855, "tokens_seen": 915865600 }, { "epoch": 0.28, "learning_rate": 0.0007297693079237712, "loss": 1.4727, "theoretical_loss": 3.708531969143731, "tokens_seen": 915931136 }, { "epoch": 0.28, "learning_rate": 0.0007297492477432297, "loss": 1.5122, "theoretical_loss": 3.7085065032826883, "tokens_seen": 915996672 }, { "epoch": 0.28, "learning_rate": 0.0007297291875626882, "loss": 1.5311, "theoretical_loss": 3.7084810397536785, "tokens_seen": 916062208 }, { "epoch": 0.28, "learning_rate": 0.0007297091273821464, "loss": 1.5179, "theoretical_loss": 3.708455578556319, "tokens_seen": 916127744 }, { "epoch": 0.28, "learning_rate": 0.0007296890672016049, "loss": 1.6679, "theoretical_loss": 3.708430119690232, "tokens_seen": 916193280 }, { "epoch": 0.28, "learning_rate": 0.0007296690070210632, "loss": 1.5441, "theoretical_loss": 3.708404663155035, "tokens_seen": 916258816 }, { "epoch": 0.28, "learning_rate": 0.0007296489468405216, "loss": 1.5458, "theoretical_loss": 3.7083792089503493, "tokens_seen": 916324352 }, { "epoch": 0.28, "learning_rate": 0.00072962888665998, "loss": 1.5719, "theoretical_loss": 3.7083537570757947, "tokens_seen": 916389888 }, { "epoch": 0.28, "learning_rate": 0.0007296088264794384, "loss": 1.4195, "theoretical_loss": 3.708328307530991, "tokens_seen": 916455424 }, { "epoch": 0.28, "learning_rate": 0.0007295887662988967, "loss": 1.6615, "theoretical_loss": 3.708302860315559, "tokens_seen": 916520960 }, { "epoch": 0.28, "learning_rate": 0.0007295687061183551, "loss": 1.3627, "theoretical_loss": 3.7082774154291176, "tokens_seen": 916586496 }, { "epoch": 0.28, "learning_rate": 0.0007295486459378134, "loss": 1.4461, "theoretical_loss": 3.708251972871288, "tokens_seen": 916652032 }, { "epoch": 0.28, "learning_rate": 0.0007295285857572719, "loss": 1.5121, "theoretical_loss": 3.7082265326416914, "tokens_seen": 916717568 }, { "epoch": 0.28, "learning_rate": 0.0007295085255767302, "loss": 1.4843, "theoretical_loss": 3.7082010947399473, "tokens_seen": 916783104 }, { "epoch": 0.28, "learning_rate": 0.0007294884653961886, "loss": 1.4509, "theoretical_loss": 3.708175659165676, "tokens_seen": 916848640 }, { "epoch": 0.28, "learning_rate": 0.000729468405215647, "loss": 1.5201, "theoretical_loss": 3.708150225918499, "tokens_seen": 916914176 }, { "epoch": 0.28, "learning_rate": 0.0007294483450351054, "loss": 1.4946, "theoretical_loss": 3.708124794998037, "tokens_seen": 916979712 }, { "epoch": 0.28, "learning_rate": 0.0007294282848545637, "loss": 1.3232, "theoretical_loss": 3.7080993664039106, "tokens_seen": 917045248 }, { "epoch": 0.28, "learning_rate": 0.0007294082246740221, "loss": 1.4677, "theoretical_loss": 3.7080739401357405, "tokens_seen": 917110784 }, { "epoch": 0.28, "learning_rate": 0.0007293881644934804, "loss": 1.4122, "theoretical_loss": 3.7080485161931493, "tokens_seen": 917176320 }, { "epoch": 0.28, "learning_rate": 0.0007293681043129389, "loss": 1.622, "theoretical_loss": 3.708023094575756, "tokens_seen": 917241856 }, { "epoch": 0.28, "learning_rate": 0.0007293480441323972, "loss": 1.5137, "theoretical_loss": 3.707997675283183, "tokens_seen": 917307392 }, { "epoch": 0.28, "learning_rate": 0.0007293279839518556, "loss": 1.4818, "theoretical_loss": 3.7079722583150514, "tokens_seen": 917372928 }, { "epoch": 0.28, "learning_rate": 0.0007293079237713139, "loss": 1.5348, "theoretical_loss": 3.7079468436709826, "tokens_seen": 917438464 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49285387992858887, "objective/train/docs_used": 338425, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5136154890060425, "objective/train/original_loss": 1.5136152505874634, "objective/train/theoretical_loss": 3.7079214313505986, "objective/train/tokens_used": 937964000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2434709668159485, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505231618881226, "objective/train/weighted_lm_loss": 1.5898890495300293, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7079214313505986, "tokens_seen": 917504000 }, { "epoch": 0.28, "learning_rate": 0.0007292878635907724, "loss": 1.6218, "theoretical_loss": 3.7079214313505986, "tokens_seen": 917504000 }, { "epoch": 0.28, "learning_rate": 0.0007292678034102307, "loss": 1.4464, "theoretical_loss": 3.70789602135352, "tokens_seen": 917569536 }, { "epoch": 0.28, "learning_rate": 0.0007292477432296891, "loss": 1.5588, "theoretical_loss": 3.7078706136793693, "tokens_seen": 917635072 }, { "epoch": 0.28, "learning_rate": 0.0007292276830491475, "loss": 1.4513, "theoretical_loss": 3.707845208327768, "tokens_seen": 917700608 }, { "epoch": 0.28, "learning_rate": 0.0007292076228686059, "loss": 1.4758, "theoretical_loss": 3.707819805298338, "tokens_seen": 917766144 }, { "epoch": 0.28, "learning_rate": 0.0007291875626880642, "loss": 1.5825, "theoretical_loss": 3.707794404590701, "tokens_seen": 917831680 }, { "epoch": 0.28, "learning_rate": 0.0007291675025075226, "loss": 1.5211, "theoretical_loss": 3.7077690062044795, "tokens_seen": 917897216 }, { "epoch": 0.28, "learning_rate": 0.0007291474423269809, "loss": 1.5727, "theoretical_loss": 3.7077436101392953, "tokens_seen": 917962752 }, { "epoch": 0.28, "learning_rate": 0.0007291273821464394, "loss": 1.4509, "theoretical_loss": 3.7077182163947704, "tokens_seen": 918028288 }, { "epoch": 0.28, "learning_rate": 0.0007291073219658977, "loss": 1.5435, "theoretical_loss": 3.707692824970527, "tokens_seen": 918093824 }, { "epoch": 0.28, "learning_rate": 0.0007290872617853561, "loss": 1.5576, "theoretical_loss": 3.7076674358661883, "tokens_seen": 918159360 }, { "epoch": 0.28, "learning_rate": 0.0007290672016048145, "loss": 1.4745, "theoretical_loss": 3.707642049081376, "tokens_seen": 918224896 }, { "epoch": 0.28, "learning_rate": 0.0007290471414242728, "loss": 1.5114, "theoretical_loss": 3.7076166646157134, "tokens_seen": 918290432 }, { "epoch": 0.28, "learning_rate": 0.0007290270812437312, "loss": 1.512, "theoretical_loss": 3.707591282468823, "tokens_seen": 918355968 }, { "epoch": 0.28, "learning_rate": 0.0007290070210631897, "loss": 1.5481, "theoretical_loss": 3.7075659026403267, "tokens_seen": 918421504 }, { "epoch": 0.28, "learning_rate": 0.0007289869608826479, "loss": 1.5457, "theoretical_loss": 3.707540525129848, "tokens_seen": 918487040 }, { "epoch": 0.28, "learning_rate": 0.0007289669007021064, "loss": 1.4794, "theoretical_loss": 3.7075151499370094, "tokens_seen": 918552576 }, { "epoch": 0.28, "learning_rate": 0.0007289468405215646, "loss": 1.6149, "theoretical_loss": 3.7074897770614346, "tokens_seen": 918618112 }, { "epoch": 0.28, "learning_rate": 0.0007289267803410231, "loss": 1.5017, "theoretical_loss": 3.707464406502746, "tokens_seen": 918683648 }, { "epoch": 0.28, "learning_rate": 0.0007289067201604815, "loss": 1.6513, "theoretical_loss": 3.707439038260567, "tokens_seen": 918749184 }, { "epoch": 0.28, "learning_rate": 0.0007288866599799398, "loss": 1.4945, "theoretical_loss": 3.7074136723345212, "tokens_seen": 918814720 }, { "epoch": 0.28, "learning_rate": 0.0007288665997993982, "loss": 1.6587, "theoretical_loss": 3.707388308724232, "tokens_seen": 918880256 }, { "epoch": 0.28, "learning_rate": 0.0007288465396188567, "loss": 1.5477, "theoretical_loss": 3.7073629474293224, "tokens_seen": 918945792 }, { "epoch": 0.28, "learning_rate": 0.0007288264794383149, "loss": 1.406, "theoretical_loss": 3.7073375884494157, "tokens_seen": 919011328 }, { "epoch": 0.28, "learning_rate": 0.0007288064192577734, "loss": 1.6296, "theoretical_loss": 3.707312231784136, "tokens_seen": 919076864 }, { "epoch": 0.28, "learning_rate": 0.0007287863590772316, "loss": 1.6131, "theoretical_loss": 3.707286877433107, "tokens_seen": 919142400 }, { "epoch": 0.28, "learning_rate": 0.0007287662988966901, "loss": 1.4684, "theoretical_loss": 3.7072615253959524, "tokens_seen": 919207936 }, { "epoch": 0.28, "learning_rate": 0.0007287462387161485, "loss": 1.508, "theoretical_loss": 3.707236175672296, "tokens_seen": 919273472 }, { "epoch": 0.28, "learning_rate": 0.0007287261785356068, "loss": 1.4736, "theoretical_loss": 3.7072108282617617, "tokens_seen": 919339008 }, { "epoch": 0.28, "learning_rate": 0.0007287061183550652, "loss": 1.486, "theoretical_loss": 3.7071854831639737, "tokens_seen": 919404544 }, { "epoch": 0.28, "learning_rate": 0.0007286860581745236, "loss": 1.5752, "theoretical_loss": 3.707160140378557, "tokens_seen": 919470080 }, { "epoch": 0.28, "learning_rate": 0.0007286659979939819, "loss": 1.5419, "theoretical_loss": 3.707134799905134, "tokens_seen": 919535616 }, { "epoch": 0.28, "learning_rate": 0.0007286459378134404, "loss": 1.5498, "theoretical_loss": 3.7071094617433307, "tokens_seen": 919601152 }, { "epoch": 0.28, "learning_rate": 0.0007286258776328986, "loss": 1.4082, "theoretical_loss": 3.7070841258927705, "tokens_seen": 919666688 }, { "epoch": 0.28, "learning_rate": 0.0007286058174523571, "loss": 1.5653, "theoretical_loss": 3.7070587923530782, "tokens_seen": 919732224 }, { "epoch": 0.28, "learning_rate": 0.0007285857572718154, "loss": 1.5904, "theoretical_loss": 3.7070334611238787, "tokens_seen": 919797760 }, { "epoch": 0.28, "learning_rate": 0.0007285656970912738, "loss": 1.5121, "theoretical_loss": 3.707008132204796, "tokens_seen": 919863296 }, { "epoch": 0.28, "learning_rate": 0.0007285456369107322, "loss": 1.6357, "theoretical_loss": 3.7069828055954557, "tokens_seen": 919928832 }, { "epoch": 0.28, "learning_rate": 0.0007285255767301906, "loss": 1.4851, "theoretical_loss": 3.7069574812954817, "tokens_seen": 919994368 }, { "epoch": 0.28, "learning_rate": 0.0007285055165496489, "loss": 1.4461, "theoretical_loss": 3.7069321593045, "tokens_seen": 920059904 }, { "epoch": 0.28, "learning_rate": 0.0007284854563691074, "loss": 1.3679, "theoretical_loss": 3.7069068396221345, "tokens_seen": 920125440 }, { "epoch": 0.28, "learning_rate": 0.0007284653961885657, "loss": 1.406, "theoretical_loss": 3.7068815222480116, "tokens_seen": 920190976 }, { "epoch": 0.28, "learning_rate": 0.0007284453360080241, "loss": 1.5506, "theoretical_loss": 3.7068562071817555, "tokens_seen": 920256512 }, { "epoch": 0.28, "learning_rate": 0.0007284252758274824, "loss": 1.4538, "theoretical_loss": 3.7068308944229917, "tokens_seen": 920322048 }, { "epoch": 0.28, "learning_rate": 0.0007284052156469408, "loss": 1.5482, "theoretical_loss": 3.706805583971345, "tokens_seen": 920387584 }, { "epoch": 0.28, "learning_rate": 0.0007283851554663992, "loss": 1.5772, "theoretical_loss": 3.7067802758264428, "tokens_seen": 920453120 }, { "epoch": 0.28, "learning_rate": 0.0007283650952858576, "loss": 1.5098, "theoretical_loss": 3.7067549699879088, "tokens_seen": 920518656 }, { "epoch": 0.28, "learning_rate": 0.0007283450351053159, "loss": 1.5045, "theoretical_loss": 3.7067296664553693, "tokens_seen": 920584192 }, { "epoch": 0.28, "learning_rate": 0.0007283249749247743, "loss": 1.5579, "theoretical_loss": 3.7067043652284495, "tokens_seen": 920649728 }, { "epoch": 0.28, "learning_rate": 0.0007283049147442327, "loss": 1.7246, "theoretical_loss": 3.7066790663067763, "tokens_seen": 920715264 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49049344658851624, "objective/train/docs_used": 339576, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.416655421257019, "objective/train/original_loss": 1.4166555404663086, "objective/train/theoretical_loss": 3.706653769689974, "objective/train/tokens_used": 941240800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24111294746398926, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502750873565674, "objective/train/weighted_lm_loss": 1.4878922700881958, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.706653769689974, "tokens_seen": 920780800 }, { "epoch": 0.28, "learning_rate": 0.0007282848545636911, "loss": 1.6253, "theoretical_loss": 3.706653769689974, "tokens_seen": 920780800 }, { "epoch": 0.28, "learning_rate": 0.0007282647943831494, "loss": 1.6711, "theoretical_loss": 3.706628475377671, "tokens_seen": 920846336 }, { "epoch": 0.28, "learning_rate": 0.0007282447342026079, "loss": 1.5778, "theoretical_loss": 3.7066031833694906, "tokens_seen": 920911872 }, { "epoch": 0.28, "learning_rate": 0.0007282246740220663, "loss": 1.6557, "theoretical_loss": 3.7065778936650604, "tokens_seen": 920977408 }, { "epoch": 0.28, "learning_rate": 0.0007282046138415246, "loss": 1.5422, "theoretical_loss": 3.7065526062640073, "tokens_seen": 921042944 }, { "epoch": 0.28, "learning_rate": 0.000728184553660983, "loss": 1.4805, "theoretical_loss": 3.7065273211659564, "tokens_seen": 921108480 }, { "epoch": 0.28, "learning_rate": 0.0007281644934804413, "loss": 1.535, "theoretical_loss": 3.7065020383705347, "tokens_seen": 921174016 }, { "epoch": 0.28, "learning_rate": 0.0007281444332998998, "loss": 1.4118, "theoretical_loss": 3.7064767578773683, "tokens_seen": 921239552 }, { "epoch": 0.28, "learning_rate": 0.0007281243731193581, "loss": 1.4001, "theoretical_loss": 3.7064514796860846, "tokens_seen": 921305088 }, { "epoch": 0.28, "learning_rate": 0.0007281043129388165, "loss": 1.5464, "theoretical_loss": 3.706426203796309, "tokens_seen": 921370624 }, { "epoch": 0.28, "learning_rate": 0.0007280842527582749, "loss": 1.5001, "theoretical_loss": 3.70640093020767, "tokens_seen": 921436160 }, { "epoch": 0.28, "learning_rate": 0.0007280641925777332, "loss": 1.4606, "theoretical_loss": 3.706375658919793, "tokens_seen": 921501696 }, { "epoch": 0.28, "learning_rate": 0.0007280441323971916, "loss": 1.5664, "theoretical_loss": 3.7063503899323056, "tokens_seen": 921567232 }, { "epoch": 0.28, "learning_rate": 0.00072802407221665, "loss": 1.5812, "theoretical_loss": 3.7063251232448344, "tokens_seen": 921632768 }, { "epoch": 0.28, "learning_rate": 0.0007280040120361083, "loss": 1.586, "theoretical_loss": 3.7062998588570073, "tokens_seen": 921698304 }, { "epoch": 0.28, "learning_rate": 0.0007279839518555668, "loss": 1.5172, "theoretical_loss": 3.706274596768451, "tokens_seen": 921763840 }, { "epoch": 0.28, "learning_rate": 0.000727963891675025, "loss": 1.381, "theoretical_loss": 3.706249336978792, "tokens_seen": 921829376 }, { "epoch": 0.28, "learning_rate": 0.0007279438314944835, "loss": 1.6025, "theoretical_loss": 3.7062240794876598, "tokens_seen": 921894912 }, { "epoch": 0.28, "learning_rate": 0.0007279237713139419, "loss": 1.5159, "theoretical_loss": 3.7061988242946793, "tokens_seen": 921960448 }, { "epoch": 0.28, "learning_rate": 0.0007279037111334002, "loss": 1.5373, "theoretical_loss": 3.7061735713994803, "tokens_seen": 922025984 }, { "epoch": 0.28, "learning_rate": 0.0007278836509528586, "loss": 1.6722, "theoretical_loss": 3.706148320801689, "tokens_seen": 922091520 }, { "epoch": 0.28, "learning_rate": 0.0007278635907723171, "loss": 1.3894, "theoretical_loss": 3.706123072500934, "tokens_seen": 922157056 }, { "epoch": 0.28, "learning_rate": 0.0007278435305917753, "loss": 1.4565, "theoretical_loss": 3.7060978264968423, "tokens_seen": 922222592 }, { "epoch": 0.28, "learning_rate": 0.0007278234704112338, "loss": 1.6769, "theoretical_loss": 3.706072582789042, "tokens_seen": 922288128 }, { "epoch": 0.28, "learning_rate": 0.000727803410230692, "loss": 1.5058, "theoretical_loss": 3.7060473413771615, "tokens_seen": 922353664 }, { "epoch": 0.28, "learning_rate": 0.0007277833500501505, "loss": 1.4791, "theoretical_loss": 3.706022102260829, "tokens_seen": 922419200 }, { "epoch": 0.28, "learning_rate": 0.0007277632898696089, "loss": 1.4318, "theoretical_loss": 3.705996865439672, "tokens_seen": 922484736 }, { "epoch": 0.28, "learning_rate": 0.0007277432296890672, "loss": 1.5071, "theoretical_loss": 3.7059716309133197, "tokens_seen": 922550272 }, { "epoch": 0.28, "learning_rate": 0.0007277231695085256, "loss": 1.4344, "theoretical_loss": 3.705946398681399, "tokens_seen": 922615808 }, { "epoch": 0.28, "learning_rate": 0.000727703109327984, "loss": 1.4966, "theoretical_loss": 3.7059211687435396, "tokens_seen": 922681344 }, { "epoch": 0.28, "learning_rate": 0.0007276830491474423, "loss": 1.4718, "theoretical_loss": 3.7058959410993695, "tokens_seen": 922746880 }, { "epoch": 0.28, "learning_rate": 0.0007276629889669008, "loss": 1.4606, "theoretical_loss": 3.7058707157485173, "tokens_seen": 922812416 }, { "epoch": 0.28, "learning_rate": 0.000727642928786359, "loss": 1.4975, "theoretical_loss": 3.705845492690612, "tokens_seen": 922877952 }, { "epoch": 0.28, "learning_rate": 0.0007276228686058175, "loss": 1.4944, "theoretical_loss": 3.7058202719252815, "tokens_seen": 922943488 }, { "epoch": 0.28, "learning_rate": 0.0007276028084252758, "loss": 1.6168, "theoretical_loss": 3.7057950534521558, "tokens_seen": 923009024 }, { "epoch": 0.28, "learning_rate": 0.0007275827482447342, "loss": 1.5249, "theoretical_loss": 3.7057698372708634, "tokens_seen": 923074560 }, { "epoch": 0.28, "learning_rate": 0.0007275626880641926, "loss": 1.5771, "theoretical_loss": 3.705744623381033, "tokens_seen": 923140096 }, { "epoch": 0.28, "learning_rate": 0.000727542627883651, "loss": 1.6246, "theoretical_loss": 3.705719411782294, "tokens_seen": 923205632 }, { "epoch": 0.28, "learning_rate": 0.0007275225677031093, "loss": 1.4816, "theoretical_loss": 3.705694202474275, "tokens_seen": 923271168 }, { "epoch": 0.28, "learning_rate": 0.0007275025075225678, "loss": 1.5396, "theoretical_loss": 3.705668995456606, "tokens_seen": 923336704 }, { "epoch": 0.28, "learning_rate": 0.000727482447342026, "loss": 1.5217, "theoretical_loss": 3.7056437907289173, "tokens_seen": 923402240 }, { "epoch": 0.28, "learning_rate": 0.0007274623871614845, "loss": 1.425, "theoretical_loss": 3.705618588290837, "tokens_seen": 923467776 }, { "epoch": 0.28, "learning_rate": 0.0007274423269809428, "loss": 1.5429, "theoretical_loss": 3.7055933881419936, "tokens_seen": 923533312 }, { "epoch": 0.28, "learning_rate": 0.0007274222668004012, "loss": 1.4917, "theoretical_loss": 3.705568190282019, "tokens_seen": 923598848 }, { "epoch": 0.28, "learning_rate": 0.0007274022066198596, "loss": 1.3722, "theoretical_loss": 3.705542994710542, "tokens_seen": 923664384 }, { "epoch": 0.28, "learning_rate": 0.000727382146439318, "loss": 1.4368, "theoretical_loss": 3.705517801427192, "tokens_seen": 923729920 }, { "epoch": 0.28, "learning_rate": 0.0007273620862587763, "loss": 1.4287, "theoretical_loss": 3.7054926104315995, "tokens_seen": 923795456 }, { "epoch": 0.28, "learning_rate": 0.0007273420260782347, "loss": 1.4535, "theoretical_loss": 3.705467421723394, "tokens_seen": 923860992 }, { "epoch": 0.28, "learning_rate": 0.0007273219658976931, "loss": 1.5643, "theoretical_loss": 3.705442235302206, "tokens_seen": 923926528 }, { "epoch": 0.28, "learning_rate": 0.0007273019057171515, "loss": 1.4092, "theoretical_loss": 3.7054170511676654, "tokens_seen": 923992064 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49350494146347046, "objective/train/docs_used": 340768, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.575994849205017, "objective/train/original_loss": 1.5759947299957275, "objective/train/theoretical_loss": 3.705391869319403, "objective/train/tokens_used": 944517600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24395433068275452, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505907535552979, "objective/train/weighted_lm_loss": 1.6554665565490723, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.705391869319403, "tokens_seen": 924057600 }, { "epoch": 0.28, "learning_rate": 0.0007272818455366098, "loss": 1.5538, "theoretical_loss": 3.705391869319403, "tokens_seen": 924057600 }, { "epoch": 0.28, "learning_rate": 0.0007272617853560683, "loss": 1.5145, "theoretical_loss": 3.7053666897570476, "tokens_seen": 924123136 }, { "epoch": 0.28, "learning_rate": 0.0007272417251755265, "loss": 1.4648, "theoretical_loss": 3.7053415124802314, "tokens_seen": 924188672 }, { "epoch": 0.28, "learning_rate": 0.000727221664994985, "loss": 1.4121, "theoretical_loss": 3.7053163374885836, "tokens_seen": 924254208 }, { "epoch": 0.28, "learning_rate": 0.0007272016048144433, "loss": 1.4406, "theoretical_loss": 3.7052911647817357, "tokens_seen": 924319744 }, { "epoch": 0.28, "learning_rate": 0.0007271815446339017, "loss": 1.6954, "theoretical_loss": 3.7052659943593174, "tokens_seen": 924385280 }, { "epoch": 0.28, "learning_rate": 0.0007271614844533601, "loss": 1.4464, "theoretical_loss": 3.7052408262209604, "tokens_seen": 924450816 }, { "epoch": 0.28, "learning_rate": 0.0007271414242728185, "loss": 1.4773, "theoretical_loss": 3.705215660366295, "tokens_seen": 924516352 }, { "epoch": 0.28, "learning_rate": 0.0007271213640922768, "loss": 1.4817, "theoretical_loss": 3.7051904967949527, "tokens_seen": 924581888 }, { "epoch": 0.28, "learning_rate": 0.0007271013039117353, "loss": 1.4049, "theoretical_loss": 3.7051653355065635, "tokens_seen": 924647424 }, { "epoch": 0.28, "learning_rate": 0.0007270812437311935, "loss": 1.4757, "theoretical_loss": 3.705140176500759, "tokens_seen": 924712960 }, { "epoch": 0.28, "learning_rate": 0.000727061183550652, "loss": 1.4273, "theoretical_loss": 3.705115019777171, "tokens_seen": 924778496 }, { "epoch": 0.28, "learning_rate": 0.0007270411233701103, "loss": 1.4866, "theoretical_loss": 3.7050898653354296, "tokens_seen": 924844032 }, { "epoch": 0.28, "learning_rate": 0.0007270210631895687, "loss": 1.6472, "theoretical_loss": 3.705064713175167, "tokens_seen": 924909568 }, { "epoch": 0.28, "learning_rate": 0.0007270010030090271, "loss": 1.5683, "theoretical_loss": 3.7050395632960145, "tokens_seen": 924975104 }, { "epoch": 0.28, "learning_rate": 0.0007269809428284854, "loss": 1.4334, "theoretical_loss": 3.7050144156976037, "tokens_seen": 925040640 }, { "epoch": 0.28, "learning_rate": 0.0007269608826479438, "loss": 1.4257, "theoretical_loss": 3.7049892703795653, "tokens_seen": 925106176 }, { "epoch": 0.28, "learning_rate": 0.0007269408224674023, "loss": 1.5684, "theoretical_loss": 3.7049641273415324, "tokens_seen": 925171712 }, { "epoch": 0.28, "learning_rate": 0.0007269207622868605, "loss": 1.4977, "theoretical_loss": 3.7049389865831355, "tokens_seen": 925237248 }, { "epoch": 0.28, "learning_rate": 0.000726900702106319, "loss": 1.4187, "theoretical_loss": 3.704913848104008, "tokens_seen": 925302784 }, { "epoch": 0.28, "learning_rate": 0.0007268806419257772, "loss": 1.53, "theoretical_loss": 3.70488871190378, "tokens_seen": 925368320 }, { "epoch": 0.28, "learning_rate": 0.0007268605817452357, "loss": 1.4792, "theoretical_loss": 3.704863577982085, "tokens_seen": 925433856 }, { "epoch": 0.28, "learning_rate": 0.0007268405215646941, "loss": 1.4658, "theoretical_loss": 3.7048384463385537, "tokens_seen": 925499392 }, { "epoch": 0.28, "learning_rate": 0.0007268204613841524, "loss": 1.508, "theoretical_loss": 3.70481331697282, "tokens_seen": 925564928 }, { "epoch": 0.28, "learning_rate": 0.0007268004012036108, "loss": 1.5516, "theoretical_loss": 3.704788189884515, "tokens_seen": 925630464 }, { "epoch": 0.28, "learning_rate": 0.0007267803410230693, "loss": 1.4535, "theoretical_loss": 3.7047630650732715, "tokens_seen": 925696000 }, { "epoch": 0.28, "learning_rate": 0.0007267602808425275, "loss": 1.5428, "theoretical_loss": 3.7047379425387224, "tokens_seen": 925761536 }, { "epoch": 0.28, "learning_rate": 0.000726740220661986, "loss": 1.4619, "theoretical_loss": 3.704712822280499, "tokens_seen": 925827072 }, { "epoch": 0.28, "learning_rate": 0.0007267201604814444, "loss": 1.6605, "theoretical_loss": 3.7046877042982347, "tokens_seen": 925892608 }, { "epoch": 0.28, "learning_rate": 0.0007267001003009027, "loss": 1.528, "theoretical_loss": 3.704662588591563, "tokens_seen": 925958144 }, { "epoch": 0.28, "learning_rate": 0.0007266800401203612, "loss": 1.488, "theoretical_loss": 3.7046374751601148, "tokens_seen": 926023680 }, { "epoch": 0.28, "learning_rate": 0.0007266599799398194, "loss": 1.5321, "theoretical_loss": 3.704612364003525, "tokens_seen": 926089216 }, { "epoch": 0.28, "learning_rate": 0.0007266399197592779, "loss": 1.596, "theoretical_loss": 3.7045872551214254, "tokens_seen": 926154752 }, { "epoch": 0.28, "learning_rate": 0.0007266198595787362, "loss": 1.4666, "theoretical_loss": 3.704562148513449, "tokens_seen": 926220288 }, { "epoch": 0.28, "learning_rate": 0.0007265997993981946, "loss": 1.4383, "theoretical_loss": 3.7045370441792294, "tokens_seen": 926285824 }, { "epoch": 0.28, "learning_rate": 0.000726579739217653, "loss": 1.4365, "theoretical_loss": 3.7045119421184003, "tokens_seen": 926351360 }, { "epoch": 0.28, "learning_rate": 0.0007265596790371114, "loss": 1.4921, "theoretical_loss": 3.704486842330594, "tokens_seen": 926416896 }, { "epoch": 0.28, "learning_rate": 0.0007265396188565697, "loss": 1.5425, "theoretical_loss": 3.704461744815444, "tokens_seen": 926482432 }, { "epoch": 0.28, "learning_rate": 0.0007265195586760282, "loss": 1.5837, "theoretical_loss": 3.7044366495725845, "tokens_seen": 926547968 }, { "epoch": 0.28, "learning_rate": 0.0007264994984954865, "loss": 1.5043, "theoretical_loss": 3.7044115566016487, "tokens_seen": 926613504 }, { "epoch": 0.28, "learning_rate": 0.0007264794383149449, "loss": 1.3741, "theoretical_loss": 3.7043864659022696, "tokens_seen": 926679040 }, { "epoch": 0.28, "learning_rate": 0.0007264593781344032, "loss": 1.4124, "theoretical_loss": 3.704361377474082, "tokens_seen": 926744576 }, { "epoch": 0.28, "learning_rate": 0.0007264393179538616, "loss": 1.4662, "theoretical_loss": 3.7043362913167197, "tokens_seen": 926810112 }, { "epoch": 0.28, "learning_rate": 0.00072641925777332, "loss": 1.5184, "theoretical_loss": 3.7043112074298157, "tokens_seen": 926875648 }, { "epoch": 0.28, "learning_rate": 0.0007263991975927784, "loss": 1.4321, "theoretical_loss": 3.704286125813004, "tokens_seen": 926941184 }, { "epoch": 0.28, "learning_rate": 0.0007263791374122367, "loss": 1.5553, "theoretical_loss": 3.7042610464659202, "tokens_seen": 927006720 }, { "epoch": 0.28, "learning_rate": 0.0007263590772316951, "loss": 1.4337, "theoretical_loss": 3.704235969388197, "tokens_seen": 927072256 }, { "epoch": 0.28, "learning_rate": 0.0007263390170511535, "loss": 1.4561, "theoretical_loss": 3.704210894579469, "tokens_seen": 927137792 }, { "epoch": 0.28, "learning_rate": 0.0007263189568706119, "loss": 1.5876, "theoretical_loss": 3.7041858220393706, "tokens_seen": 927203328 }, { "epoch": 0.28, "learning_rate": 0.0007262988966900702, "loss": 1.4788, "theoretical_loss": 3.704160751767537, "tokens_seen": 927268864 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.4912850260734558, "objective/train/docs_used": 341815, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.337402105331421, "objective/train/original_loss": 1.337402105331421, "objective/train/theoretical_loss": 3.7041356837636013, "objective/train/tokens_used": 947794400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24185810983181, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503580570220947, "objective/train/weighted_lm_loss": 1.4047034978866577, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7041356837636013, "tokens_seen": 927334400 }, { "epoch": 0.28, "learning_rate": 0.0007262788365095287, "loss": 1.448, "theoretical_loss": 3.7041356837636013, "tokens_seen": 927334400 }, { "epoch": 0.28, "learning_rate": 0.0007262587763289869, "loss": 1.4664, "theoretical_loss": 3.7041106180271983, "tokens_seen": 927399936 }, { "epoch": 0.28, "learning_rate": 0.0007262387161484454, "loss": 1.5342, "theoretical_loss": 3.704085554557964, "tokens_seen": 927465472 }, { "epoch": 0.28, "learning_rate": 0.0007262186559679037, "loss": 1.5683, "theoretical_loss": 3.7040604933555317, "tokens_seen": 927531008 }, { "epoch": 0.28, "learning_rate": 0.0007261985957873621, "loss": 1.351, "theoretical_loss": 3.704035434419537, "tokens_seen": 927596544 }, { "epoch": 0.28, "learning_rate": 0.0007261785356068205, "loss": 1.4746, "theoretical_loss": 3.704010377749614, "tokens_seen": 927662080 }, { "epoch": 0.28, "learning_rate": 0.0007261584754262789, "loss": 1.5159, "theoretical_loss": 3.703985323345399, "tokens_seen": 927727616 }, { "epoch": 0.28, "learning_rate": 0.0007261384152457372, "loss": 1.3905, "theoretical_loss": 3.703960271206527, "tokens_seen": 927793152 }, { "epoch": 0.28, "learning_rate": 0.0007261183550651957, "loss": 1.5273, "theoretical_loss": 3.7039352213326318, "tokens_seen": 927858688 }, { "epoch": 0.28, "learning_rate": 0.0007260982948846539, "loss": 1.4205, "theoretical_loss": 3.7039101737233495, "tokens_seen": 927924224 }, { "epoch": 0.28, "learning_rate": 0.0007260782347041124, "loss": 1.3979, "theoretical_loss": 3.7038851283783156, "tokens_seen": 927989760 }, { "epoch": 0.28, "learning_rate": 0.0007260581745235707, "loss": 1.5695, "theoretical_loss": 3.7038600852971655, "tokens_seen": 928055296 }, { "epoch": 0.28, "learning_rate": 0.0007260381143430291, "loss": 1.4711, "theoretical_loss": 3.7038350444795345, "tokens_seen": 928120832 }, { "epoch": 0.28, "learning_rate": 0.0007260180541624875, "loss": 1.5732, "theoretical_loss": 3.703810005925058, "tokens_seen": 928186368 }, { "epoch": 0.28, "learning_rate": 0.0007259979939819458, "loss": 1.4677, "theoretical_loss": 3.7037849696333724, "tokens_seen": 928251904 }, { "epoch": 0.28, "learning_rate": 0.0007259779338014042, "loss": 1.6445, "theoretical_loss": 3.703759935604113, "tokens_seen": 928317440 }, { "epoch": 0.28, "learning_rate": 0.0007259578736208627, "loss": 1.5415, "theoretical_loss": 3.7037349038369154, "tokens_seen": 928382976 }, { "epoch": 0.28, "learning_rate": 0.0007259378134403209, "loss": 1.5068, "theoretical_loss": 3.703709874331416, "tokens_seen": 928448512 }, { "epoch": 0.28, "learning_rate": 0.0007259177532597794, "loss": 1.5388, "theoretical_loss": 3.703684847087251, "tokens_seen": 928514048 }, { "epoch": 0.28, "learning_rate": 0.0007258976930792376, "loss": 1.4757, "theoretical_loss": 3.7036598221040555, "tokens_seen": 928579584 }, { "epoch": 0.28, "learning_rate": 0.0007258776328986961, "loss": 1.4913, "theoretical_loss": 3.703634799381467, "tokens_seen": 928645120 }, { "epoch": 0.28, "learning_rate": 0.0007258575727181545, "loss": 1.622, "theoretical_loss": 3.7036097789191205, "tokens_seen": 928710656 }, { "epoch": 0.28, "learning_rate": 0.0007258375125376128, "loss": 1.59, "theoretical_loss": 3.7035847607166534, "tokens_seen": 928776192 }, { "epoch": 0.28, "learning_rate": 0.0007258174523570712, "loss": 1.5077, "theoretical_loss": 3.703559744773702, "tokens_seen": 928841728 }, { "epoch": 0.28, "learning_rate": 0.0007257973921765297, "loss": 1.5019, "theoretical_loss": 3.7035347310899027, "tokens_seen": 928907264 }, { "epoch": 0.28, "learning_rate": 0.0007257773319959879, "loss": 1.5729, "theoretical_loss": 3.7035097196648916, "tokens_seen": 928972800 }, { "epoch": 0.28, "learning_rate": 0.0007257572718154464, "loss": 1.3882, "theoretical_loss": 3.703484710498306, "tokens_seen": 929038336 }, { "epoch": 0.28, "learning_rate": 0.0007257372116349046, "loss": 1.6731, "theoretical_loss": 3.7034597035897825, "tokens_seen": 929103872 }, { "epoch": 0.28, "learning_rate": 0.0007257171514543631, "loss": 1.6606, "theoretical_loss": 3.7034346989389575, "tokens_seen": 929169408 }, { "epoch": 0.28, "learning_rate": 0.0007256970912738215, "loss": 1.6001, "theoretical_loss": 3.703409696545469, "tokens_seen": 929234944 }, { "epoch": 0.28, "learning_rate": 0.0007256770310932798, "loss": 1.5943, "theoretical_loss": 3.703384696408953, "tokens_seen": 929300480 }, { "epoch": 0.28, "learning_rate": 0.0007256569709127382, "loss": 1.544, "theoretical_loss": 3.703359698529047, "tokens_seen": 929366016 }, { "epoch": 0.28, "learning_rate": 0.0007256369107321966, "loss": 1.5046, "theoretical_loss": 3.7033347029053885, "tokens_seen": 929431552 }, { "epoch": 0.28, "learning_rate": 0.0007256168505516549, "loss": 1.4519, "theoretical_loss": 3.7033097095376144, "tokens_seen": 929497088 }, { "epoch": 0.28, "learning_rate": 0.0007255967903711134, "loss": 1.4793, "theoretical_loss": 3.7032847184253628, "tokens_seen": 929562624 }, { "epoch": 0.28, "learning_rate": 0.0007255767301905717, "loss": 1.3853, "theoretical_loss": 3.70325972956827, "tokens_seen": 929628160 }, { "epoch": 0.28, "learning_rate": 0.0007255566700100301, "loss": 1.4804, "theoretical_loss": 3.7032347429659738, "tokens_seen": 929693696 }, { "epoch": 0.28, "learning_rate": 0.0007255366098294885, "loss": 1.5189, "theoretical_loss": 3.7032097586181125, "tokens_seen": 929759232 }, { "epoch": 0.28, "learning_rate": 0.0007255165496489469, "loss": 1.5705, "theoretical_loss": 3.7031847765243233, "tokens_seen": 929824768 }, { "epoch": 0.28, "learning_rate": 0.0007254964894684052, "loss": 1.3659, "theoretical_loss": 3.703159796684244, "tokens_seen": 929890304 }, { "epoch": 0.28, "learning_rate": 0.0007254764292878636, "loss": 1.5044, "theoretical_loss": 3.7031348190975133, "tokens_seen": 929955840 }, { "epoch": 0.28, "learning_rate": 0.0007254563691073219, "loss": 1.4919, "theoretical_loss": 3.7031098437637677, "tokens_seen": 930021376 }, { "epoch": 0.28, "learning_rate": 0.0007254363089267804, "loss": 1.4214, "theoretical_loss": 3.7030848706826465, "tokens_seen": 930086912 }, { "epoch": 0.28, "learning_rate": 0.0007254162487462387, "loss": 1.4183, "theoretical_loss": 3.703059899853787, "tokens_seen": 930152448 }, { "epoch": 0.28, "learning_rate": 0.0007253961885656971, "loss": 1.4885, "theoretical_loss": 3.703034931276828, "tokens_seen": 930217984 }, { "epoch": 0.28, "learning_rate": 0.0007253761283851554, "loss": 1.5276, "theoretical_loss": 3.703009964951407, "tokens_seen": 930283520 }, { "epoch": 0.28, "learning_rate": 0.0007253560682046139, "loss": 1.6602, "theoretical_loss": 3.702985000877163, "tokens_seen": 930349056 }, { "epoch": 0.28, "learning_rate": 0.0007253360080240722, "loss": 1.5445, "theoretical_loss": 3.7029600390537345, "tokens_seen": 930414592 }, { "epoch": 0.28, "learning_rate": 0.0007253159478435306, "loss": 1.5066, "theoretical_loss": 3.70293507948076, "tokens_seen": 930480128 }, { "epoch": 0.28, "learning_rate": 0.0007252958876629889, "loss": 1.3841, "theoretical_loss": 3.7029101221578777, "tokens_seen": 930545664 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.4946530759334564, "objective/train/docs_used": 343003, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5357661247253418, "objective/train/original_loss": 1.5357661247253418, "objective/train/theoretical_loss": 3.7028851670847267, "objective/train/tokens_used": 951071200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2450975626707077, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507113933563232, "objective/train/weighted_lm_loss": 1.6135687828063965, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7028851670847267, "tokens_seen": 930611200 }, { "epoch": 0.28, "learning_rate": 0.0007252758274824473, "loss": 1.6176, "theoretical_loss": 3.7028851670847267, "tokens_seen": 930611200 }, { "epoch": 0.28, "learning_rate": 0.0007252557673019057, "loss": 1.4259, "theoretical_loss": 3.702860214260946, "tokens_seen": 930676736 }, { "epoch": 0.28, "learning_rate": 0.0007252357071213641, "loss": 1.4812, "theoretical_loss": 3.702835263686174, "tokens_seen": 930742272 }, { "epoch": 0.28, "learning_rate": 0.0007252156469408225, "loss": 1.5097, "theoretical_loss": 3.7028103153600496, "tokens_seen": 930807808 }, { "epoch": 0.28, "learning_rate": 0.0007251955867602809, "loss": 1.5004, "theoretical_loss": 3.7027853692822124, "tokens_seen": 930873344 }, { "epoch": 0.28, "learning_rate": 0.0007251755265797393, "loss": 1.5389, "theoretical_loss": 3.7027604254523014, "tokens_seen": 930938880 }, { "epoch": 0.28, "learning_rate": 0.0007251554663991976, "loss": 1.5845, "theoretical_loss": 3.7027354838699553, "tokens_seen": 931004416 }, { "epoch": 0.28, "learning_rate": 0.0007251354062186561, "loss": 1.6467, "theoretical_loss": 3.7027105445348134, "tokens_seen": 931069952 }, { "epoch": 0.28, "learning_rate": 0.0007251153460381143, "loss": 1.4211, "theoretical_loss": 3.702685607446516, "tokens_seen": 931135488 }, { "epoch": 0.28, "learning_rate": 0.0007250952858575728, "loss": 1.528, "theoretical_loss": 3.7026606726047016, "tokens_seen": 931201024 }, { "epoch": 0.28, "learning_rate": 0.0007250752256770311, "loss": 1.5263, "theoretical_loss": 3.70263574000901, "tokens_seen": 931266560 }, { "epoch": 0.28, "learning_rate": 0.0007250551654964895, "loss": 1.5076, "theoretical_loss": 3.702610809659081, "tokens_seen": 931332096 }, { "epoch": 0.28, "learning_rate": 0.0007250351053159479, "loss": 1.6135, "theoretical_loss": 3.7025858815545543, "tokens_seen": 931397632 }, { "epoch": 0.28, "learning_rate": 0.0007250150451354062, "loss": 1.6782, "theoretical_loss": 3.70256095569507, "tokens_seen": 931463168 }, { "epoch": 0.28, "learning_rate": 0.0007249949849548646, "loss": 1.4595, "theoretical_loss": 3.7025360320802667, "tokens_seen": 931528704 }, { "epoch": 0.28, "learning_rate": 0.0007249749247743231, "loss": 1.4558, "theoretical_loss": 3.7025111107097857, "tokens_seen": 931594240 }, { "epoch": 0.28, "learning_rate": 0.0007249548645937813, "loss": 1.4582, "theoretical_loss": 3.7024861915832665, "tokens_seen": 931659776 }, { "epoch": 0.28, "learning_rate": 0.0007249348044132398, "loss": 1.5118, "theoretical_loss": 3.702461274700349, "tokens_seen": 931725312 }, { "epoch": 0.28, "learning_rate": 0.000724914744232698, "loss": 1.4941, "theoretical_loss": 3.7024363600606742, "tokens_seen": 931790848 }, { "epoch": 0.28, "learning_rate": 0.0007248946840521565, "loss": 1.4858, "theoretical_loss": 3.702411447663882, "tokens_seen": 931856384 }, { "epoch": 0.28, "learning_rate": 0.0007248746238716149, "loss": 1.502, "theoretical_loss": 3.7023865375096126, "tokens_seen": 931921920 }, { "epoch": 0.28, "learning_rate": 0.0007248545636910732, "loss": 1.4481, "theoretical_loss": 3.7023616295975064, "tokens_seen": 931987456 }, { "epoch": 0.28, "learning_rate": 0.0007248345035105316, "loss": 1.6111, "theoretical_loss": 3.7023367239272034, "tokens_seen": 932052992 }, { "epoch": 0.28, "learning_rate": 0.0007248144433299901, "loss": 1.5373, "theoretical_loss": 3.7023118204983456, "tokens_seen": 932118528 }, { "epoch": 0.28, "learning_rate": 0.0007247943831494483, "loss": 1.562, "theoretical_loss": 3.7022869193105734, "tokens_seen": 932184064 }, { "epoch": 0.28, "learning_rate": 0.0007247743229689068, "loss": 1.4616, "theoretical_loss": 3.702262020363526, "tokens_seen": 932249600 }, { "epoch": 0.28, "learning_rate": 0.000724754262788365, "loss": 1.4238, "theoretical_loss": 3.7022371236568468, "tokens_seen": 932315136 }, { "epoch": 0.28, "learning_rate": 0.0007247342026078235, "loss": 1.5133, "theoretical_loss": 3.7022122291901747, "tokens_seen": 932380672 }, { "epoch": 0.28, "learning_rate": 0.0007247141424272819, "loss": 1.517, "theoretical_loss": 3.702187336963151, "tokens_seen": 932446208 }, { "epoch": 0.28, "learning_rate": 0.0007246940822467402, "loss": 1.4655, "theoretical_loss": 3.702162446975418, "tokens_seen": 932511744 }, { "epoch": 0.28, "learning_rate": 0.0007246740220661986, "loss": 1.4799, "theoretical_loss": 3.7021375592266157, "tokens_seen": 932577280 }, { "epoch": 0.28, "learning_rate": 0.000724653961885657, "loss": 1.5578, "theoretical_loss": 3.7021126737163863, "tokens_seen": 932642816 }, { "epoch": 0.28, "learning_rate": 0.0007246339017051153, "loss": 1.5245, "theoretical_loss": 3.70208779044437, "tokens_seen": 932708352 }, { "epoch": 0.28, "learning_rate": 0.0007246138415245738, "loss": 1.4996, "theoretical_loss": 3.7020629094102095, "tokens_seen": 932773888 }, { "epoch": 0.28, "learning_rate": 0.0007245937813440321, "loss": 1.496, "theoretical_loss": 3.7020380306135454, "tokens_seen": 932839424 }, { "epoch": 0.28, "learning_rate": 0.0007245737211634905, "loss": 1.3934, "theoretical_loss": 3.70201315405402, "tokens_seen": 932904960 }, { "epoch": 0.28, "learning_rate": 0.0007245536609829489, "loss": 1.4539, "theoretical_loss": 3.7019882797312746, "tokens_seen": 932970496 }, { "epoch": 0.28, "learning_rate": 0.0007245336008024073, "loss": 1.6325, "theoretical_loss": 3.7019634076449517, "tokens_seen": 933036032 }, { "epoch": 0.28, "learning_rate": 0.0007245135406218656, "loss": 1.6974, "theoretical_loss": 3.7019385377946916, "tokens_seen": 933101568 }, { "epoch": 0.28, "learning_rate": 0.000724493480441324, "loss": 1.4815, "theoretical_loss": 3.7019136701801374, "tokens_seen": 933167104 }, { "epoch": 0.28, "learning_rate": 0.0007244734202607823, "loss": 1.6662, "theoretical_loss": 3.701888804800931, "tokens_seen": 933232640 }, { "epoch": 0.28, "learning_rate": 0.0007244533600802408, "loss": 1.3673, "theoretical_loss": 3.7018639416567147, "tokens_seen": 933298176 }, { "epoch": 0.28, "learning_rate": 0.0007244332998996991, "loss": 1.4912, "theoretical_loss": 3.70183908074713, "tokens_seen": 933363712 }, { "epoch": 0.28, "learning_rate": 0.0007244132397191575, "loss": 1.4854, "theoretical_loss": 3.70181422207182, "tokens_seen": 933429248 }, { "epoch": 0.28, "learning_rate": 0.0007243931795386158, "loss": 1.4158, "theoretical_loss": 3.701789365630426, "tokens_seen": 933494784 }, { "epoch": 0.28, "learning_rate": 0.0007243731193580743, "loss": 1.5263, "theoretical_loss": 3.7017645114225917, "tokens_seen": 933560320 }, { "epoch": 0.28, "learning_rate": 0.0007243530591775326, "loss": 1.4787, "theoretical_loss": 3.701739659447959, "tokens_seen": 933625856 }, { "epoch": 0.28, "learning_rate": 0.000724332998996991, "loss": 1.4756, "theoretical_loss": 3.7017148097061705, "tokens_seen": 933691392 }, { "epoch": 0.28, "learning_rate": 0.0007243129388164493, "loss": 1.4186, "theoretical_loss": 3.701689962196868, "tokens_seen": 933756928 }, { "epoch": 0.28, "learning_rate": 0.0007242928786359077, "loss": 1.5458, "theoretical_loss": 3.7016651169196964, "tokens_seen": 933822464 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.49441173672676086, "objective/train/docs_used": 344002, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5564475059509277, "objective/train/original_loss": 1.5564476251602173, "objective/train/theoretical_loss": 3.7016402738742964, "objective/train/tokens_used": 954348000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24466389417648315, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506850481033325, "objective/train/weighted_lm_loss": 1.6352620124816895, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.7016402738742964, "tokens_seen": 933888000 }, { "epoch": 0.28, "learning_rate": 0.0007242728184553661, "loss": 1.6135, "theoretical_loss": 3.7016402738742964, "tokens_seen": 933888000 }, { "epoch": 0.28, "learning_rate": 0.0007242527582748245, "loss": 1.5193, "theoretical_loss": 3.7016154330603124, "tokens_seen": 933953536 }, { "epoch": 0.28, "learning_rate": 0.0007242326980942828, "loss": 1.5463, "theoretical_loss": 3.701590594477387, "tokens_seen": 934019072 }, { "epoch": 0.28, "learning_rate": 0.0007242126379137413, "loss": 1.5425, "theoretical_loss": 3.701565758125162, "tokens_seen": 934084608 }, { "epoch": 0.28, "learning_rate": 0.0007241925777331996, "loss": 1.576, "theoretical_loss": 3.701540924003283, "tokens_seen": 934150144 }, { "epoch": 0.28, "learning_rate": 0.000724172517552658, "loss": 1.611, "theoretical_loss": 3.701516092111391, "tokens_seen": 934215680 }, { "epoch": 0.28, "learning_rate": 0.0007241524573721164, "loss": 1.5177, "theoretical_loss": 3.701491262449131, "tokens_seen": 934281216 }, { "epoch": 0.28, "learning_rate": 0.0007241323971915747, "loss": 1.6143, "theoretical_loss": 3.7014664350161457, "tokens_seen": 934346752 }, { "epoch": 0.28, "learning_rate": 0.0007241123370110331, "loss": 1.5082, "theoretical_loss": 3.7014416098120786, "tokens_seen": 934412288 }, { "epoch": 0.28, "learning_rate": 0.0007240922768304915, "loss": 1.5049, "theoretical_loss": 3.7014167868365733, "tokens_seen": 934477824 }, { "epoch": 0.28, "learning_rate": 0.0007240722166499498, "loss": 1.5868, "theoretical_loss": 3.7013919660892736, "tokens_seen": 934543360 }, { "epoch": 0.28, "learning_rate": 0.0007240521564694083, "loss": 1.5462, "theoretical_loss": 3.7013671475698233, "tokens_seen": 934608896 }, { "epoch": 0.28, "learning_rate": 0.0007240320962888665, "loss": 1.5506, "theoretical_loss": 3.701342331277866, "tokens_seen": 934674432 }, { "epoch": 0.28, "learning_rate": 0.000724012036108325, "loss": 1.4113, "theoretical_loss": 3.7013175172130452, "tokens_seen": 934739968 }, { "epoch": 0.28, "learning_rate": 0.0007239919759277834, "loss": 1.531, "theoretical_loss": 3.701292705375006, "tokens_seen": 934805504 }, { "epoch": 0.28, "learning_rate": 0.0007239719157472417, "loss": 1.5028, "theoretical_loss": 3.701267895763392, "tokens_seen": 934871040 }, { "epoch": 0.28, "learning_rate": 0.0007239518555667001, "loss": 1.5578, "theoretical_loss": 3.701243088377847, "tokens_seen": 934936576 }, { "epoch": 0.28, "learning_rate": 0.0007239317953861584, "loss": 1.5556, "theoretical_loss": 3.701218283218016, "tokens_seen": 935002112 }, { "epoch": 0.28, "learning_rate": 0.0007239117352056168, "loss": 1.5259, "theoretical_loss": 3.701193480283542, "tokens_seen": 935067648 }, { "epoch": 0.28, "learning_rate": 0.0007238916750250753, "loss": 1.4193, "theoretical_loss": 3.701168679574071, "tokens_seen": 935133184 }, { "epoch": 0.28, "learning_rate": 0.0007238716148445335, "loss": 1.5359, "theoretical_loss": 3.701143881089246, "tokens_seen": 935198720 }, { "epoch": 0.28, "learning_rate": 0.000723851554663992, "loss": 1.4061, "theoretical_loss": 3.701119084828713, "tokens_seen": 935264256 }, { "epoch": 0.28, "learning_rate": 0.0007238314944834504, "loss": 1.4745, "theoretical_loss": 3.701094290792116, "tokens_seen": 935329792 }, { "epoch": 0.28, "learning_rate": 0.0007238114343029087, "loss": 1.517, "theoretical_loss": 3.7010694989790993, "tokens_seen": 935395328 }, { "epoch": 0.28, "learning_rate": 0.0007237913741223671, "loss": 1.4539, "theoretical_loss": 3.701044709389308, "tokens_seen": 935460864 }, { "epoch": 0.28, "learning_rate": 0.0007237713139418255, "loss": 1.6794, "theoretical_loss": 3.701019922022388, "tokens_seen": 935526400 }, { "epoch": 0.28, "learning_rate": 0.0007237512537612838, "loss": 1.4794, "theoretical_loss": 3.7009951368779825, "tokens_seen": 935591936 }, { "epoch": 0.28, "learning_rate": 0.0007237311935807423, "loss": 1.4547, "theoretical_loss": 3.7009703539557375, "tokens_seen": 935657472 }, { "epoch": 0.28, "learning_rate": 0.0007237111334002006, "loss": 1.4852, "theoretical_loss": 3.7009455732552983, "tokens_seen": 935723008 }, { "epoch": 0.28, "learning_rate": 0.000723691073219659, "loss": 1.517, "theoretical_loss": 3.70092079477631, "tokens_seen": 935788544 }, { "epoch": 0.28, "learning_rate": 0.0007236710130391174, "loss": 1.4725, "theoretical_loss": 3.700896018518418, "tokens_seen": 935854080 }, { "epoch": 0.28, "learning_rate": 0.0007236509528585757, "loss": 1.4993, "theoretical_loss": 3.7008712444812675, "tokens_seen": 935919616 }, { "epoch": 0.28, "learning_rate": 0.0007236308926780342, "loss": 1.5497, "theoretical_loss": 3.7008464726645034, "tokens_seen": 935985152 }, { "epoch": 0.28, "learning_rate": 0.0007236108324974925, "loss": 1.5012, "theoretical_loss": 3.7008217030677724, "tokens_seen": 936050688 }, { "epoch": 0.28, "learning_rate": 0.0007235907723169509, "loss": 1.6028, "theoretical_loss": 3.700796935690719, "tokens_seen": 936116224 }, { "epoch": 0.28, "learning_rate": 0.0007235707121364093, "loss": 1.5361, "theoretical_loss": 3.70077217053299, "tokens_seen": 936181760 }, { "epoch": 0.28, "learning_rate": 0.0007235506519558677, "loss": 1.4526, "theoretical_loss": 3.7007474075942306, "tokens_seen": 936247296 }, { "epoch": 0.28, "learning_rate": 0.000723530591775326, "loss": 1.4516, "theoretical_loss": 3.7007226468740866, "tokens_seen": 936312832 }, { "epoch": 0.28, "learning_rate": 0.0007235105315947844, "loss": 1.5439, "theoretical_loss": 3.700697888372204, "tokens_seen": 936378368 }, { "epoch": 0.28, "learning_rate": 0.0007234904714142427, "loss": 1.4962, "theoretical_loss": 3.7006731320882293, "tokens_seen": 936443904 }, { "epoch": 0.28, "learning_rate": 0.0007234704112337012, "loss": 1.4862, "theoretical_loss": 3.700648378021808, "tokens_seen": 936509440 }, { "epoch": 0.28, "learning_rate": 0.0007234503510531595, "loss": 1.5216, "theoretical_loss": 3.700623626172587, "tokens_seen": 936574976 }, { "epoch": 0.28, "learning_rate": 0.0007234302908726179, "loss": 1.5636, "theoretical_loss": 3.7005988765402114, "tokens_seen": 936640512 }, { "epoch": 0.28, "learning_rate": 0.0007234102306920762, "loss": 1.4919, "theoretical_loss": 3.700574129124329, "tokens_seen": 936706048 }, { "epoch": 0.28, "learning_rate": 0.0007233901705115347, "loss": 1.5367, "theoretical_loss": 3.700549383924585, "tokens_seen": 936771584 }, { "epoch": 0.28, "learning_rate": 0.000723370110330993, "loss": 1.4959, "theoretical_loss": 3.700524640940627, "tokens_seen": 936837120 }, { "epoch": 0.28, "learning_rate": 0.0007233500501504514, "loss": 1.4473, "theoretical_loss": 3.700499900172101, "tokens_seen": 936902656 }, { "epoch": 0.28, "learning_rate": 0.0007233299899699097, "loss": 1.4439, "theoretical_loss": 3.7004751616186535, "tokens_seen": 936968192 }, { "epoch": 0.28, "learning_rate": 0.0007233099297893681, "loss": 1.4495, "theoretical_loss": 3.7004504252799313, "tokens_seen": 937033728 }, { "epoch": 0.28, "learning_rate": 0.0007232898696088265, "loss": 1.4447, "theoretical_loss": 3.700425691155582, "tokens_seen": 937099264 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.48927345871925354, "objective/train/docs_used": 344763, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3818204402923584, "objective/train/original_loss": 1.3818204402923584, "objective/train/theoretical_loss": 3.700400959245252, "objective/train/tokens_used": 957624800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24084201455116272, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501515865325928, "objective/train/weighted_lm_loss": 1.451027512550354, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.700400959245252, "tokens_seen": 937164800 }, { "epoch": 0.28, "learning_rate": 0.0007232698094282849, "loss": 1.4665, "theoretical_loss": 3.700400959245252, "tokens_seen": 937164800 }, { "epoch": 0.28, "learning_rate": 0.0007232497492477432, "loss": 1.3529, "theoretical_loss": 3.700376229548588, "tokens_seen": 937230336 }, { "epoch": 0.28, "learning_rate": 0.0007232296890672017, "loss": 1.5683, "theoretical_loss": 3.7003515020652378, "tokens_seen": 937295872 }, { "epoch": 0.28, "learning_rate": 0.00072320962888666, "loss": 1.5468, "theoretical_loss": 3.7003267767948476, "tokens_seen": 937361408 }, { "epoch": 0.28, "learning_rate": 0.0007231895687061184, "loss": 1.4723, "theoretical_loss": 3.7003020537370657, "tokens_seen": 937426944 }, { "epoch": 0.28, "learning_rate": 0.0007231695085255768, "loss": 1.5527, "theoretical_loss": 3.700277332891539, "tokens_seen": 937492480 }, { "epoch": 0.28, "learning_rate": 0.0007231494483450351, "loss": 1.4233, "theoretical_loss": 3.7002526142579146, "tokens_seen": 937558016 }, { "epoch": 0.28, "learning_rate": 0.0007231293881644935, "loss": 1.472, "theoretical_loss": 3.7002278978358403, "tokens_seen": 937623552 }, { "epoch": 0.28, "learning_rate": 0.000723109327983952, "loss": 1.5364, "theoretical_loss": 3.7002031836249643, "tokens_seen": 937689088 }, { "epoch": 0.28, "learning_rate": 0.0007230892678034102, "loss": 1.586, "theoretical_loss": 3.700178471624933, "tokens_seen": 937754624 }, { "epoch": 0.28, "learning_rate": 0.0007230692076228687, "loss": 1.5407, "theoretical_loss": 3.700153761835395, "tokens_seen": 937820160 }, { "epoch": 0.28, "learning_rate": 0.0007230491474423269, "loss": 1.4722, "theoretical_loss": 3.700129054255998, "tokens_seen": 937885696 }, { "epoch": 0.28, "learning_rate": 0.0007230290872617854, "loss": 1.5553, "theoretical_loss": 3.7001043488863896, "tokens_seen": 937951232 }, { "epoch": 0.28, "learning_rate": 0.0007230090270812438, "loss": 1.5595, "theoretical_loss": 3.700079645726218, "tokens_seen": 938016768 }, { "epoch": 0.28, "learning_rate": 0.0007229889669007021, "loss": 1.4781, "theoretical_loss": 3.700054944775131, "tokens_seen": 938082304 }, { "epoch": 0.28, "learning_rate": 0.0007229689067201605, "loss": 1.4769, "theoretical_loss": 3.700030246032777, "tokens_seen": 938147840 }, { "epoch": 0.28, "learning_rate": 0.0007229488465396188, "loss": 1.6117, "theoretical_loss": 3.7000055494988047, "tokens_seen": 938213376 }, { "epoch": 0.28, "learning_rate": 0.0007229287863590772, "loss": 1.5795, "theoretical_loss": 3.699980855172862, "tokens_seen": 938278912 }, { "epoch": 0.28, "learning_rate": 0.0007229087261785357, "loss": 1.5097, "theoretical_loss": 3.6999561630545967, "tokens_seen": 938344448 }, { "epoch": 0.28, "learning_rate": 0.0007228886659979939, "loss": 1.5712, "theoretical_loss": 3.699931473143658, "tokens_seen": 938409984 }, { "epoch": 0.28, "learning_rate": 0.0007228686058174524, "loss": 1.6014, "theoretical_loss": 3.6999067854396936, "tokens_seen": 938475520 }, { "epoch": 0.28, "learning_rate": 0.0007228485456369108, "loss": 1.4023, "theoretical_loss": 3.6998820999423536, "tokens_seen": 938541056 }, { "epoch": 0.28, "learning_rate": 0.0007228284854563691, "loss": 1.439, "theoretical_loss": 3.699857416651285, "tokens_seen": 938606592 }, { "epoch": 0.28, "learning_rate": 0.0007228084252758275, "loss": 1.4545, "theoretical_loss": 3.6998327355661385, "tokens_seen": 938672128 }, { "epoch": 0.28, "learning_rate": 0.0007227883650952859, "loss": 1.5029, "theoretical_loss": 3.6998080566865608, "tokens_seen": 938737664 }, { "epoch": 0.28, "learning_rate": 0.0007227683049147442, "loss": 1.5093, "theoretical_loss": 3.699783380012202, "tokens_seen": 938803200 }, { "epoch": 0.28, "learning_rate": 0.0007227482447342027, "loss": 1.5164, "theoretical_loss": 3.6997587055427115, "tokens_seen": 938868736 }, { "epoch": 0.28, "learning_rate": 0.0007227281845536609, "loss": 1.5391, "theoretical_loss": 3.699734033277738, "tokens_seen": 938934272 }, { "epoch": 0.28, "learning_rate": 0.0007227081243731194, "loss": 1.4238, "theoretical_loss": 3.6997093632169307, "tokens_seen": 938999808 }, { "epoch": 0.28, "learning_rate": 0.0007226880641925777, "loss": 1.5756, "theoretical_loss": 3.699684695359939, "tokens_seen": 939065344 }, { "epoch": 0.28, "learning_rate": 0.0007226680040120361, "loss": 1.6001, "theoretical_loss": 3.6996600297064113, "tokens_seen": 939130880 }, { "epoch": 0.28, "learning_rate": 0.0007226479438314945, "loss": 1.5363, "theoretical_loss": 3.6996353662559986, "tokens_seen": 939196416 }, { "epoch": 0.28, "learning_rate": 0.0007226278836509529, "loss": 1.5151, "theoretical_loss": 3.699610705008349, "tokens_seen": 939261952 }, { "epoch": 0.28, "learning_rate": 0.0007226078234704112, "loss": 1.4927, "theoretical_loss": 3.699586045963113, "tokens_seen": 939327488 }, { "epoch": 0.28, "learning_rate": 0.0007225877632898697, "loss": 1.5265, "theoretical_loss": 3.69956138911994, "tokens_seen": 939393024 }, { "epoch": 0.28, "learning_rate": 0.0007225677031093279, "loss": 1.3567, "theoretical_loss": 3.6995367344784795, "tokens_seen": 939458560 }, { "epoch": 0.28, "learning_rate": 0.0007225476429287864, "loss": 1.3797, "theoretical_loss": 3.6995120820383818, "tokens_seen": 939524096 }, { "epoch": 0.28, "learning_rate": 0.0007225275827482447, "loss": 1.5645, "theoretical_loss": 3.6994874317992963, "tokens_seen": 939589632 }, { "epoch": 0.28, "learning_rate": 0.0007225075225677031, "loss": 1.4072, "theoretical_loss": 3.6994627837608736, "tokens_seen": 939655168 }, { "epoch": 0.28, "learning_rate": 0.0007224874623871615, "loss": 1.5406, "theoretical_loss": 3.699438137922763, "tokens_seen": 939720704 }, { "epoch": 0.28, "learning_rate": 0.0007224674022066199, "loss": 1.5124, "theoretical_loss": 3.6994134942846157, "tokens_seen": 939786240 }, { "epoch": 0.28, "learning_rate": 0.0007224473420260782, "loss": 1.5612, "theoretical_loss": 3.6993888528460808, "tokens_seen": 939851776 }, { "epoch": 0.28, "learning_rate": 0.0007224272818455366, "loss": 1.5591, "theoretical_loss": 3.6993642136068092, "tokens_seen": 939917312 }, { "epoch": 0.28, "learning_rate": 0.000722407221664995, "loss": 1.6094, "theoretical_loss": 3.699339576566451, "tokens_seen": 939982848 }, { "epoch": 0.28, "learning_rate": 0.0007223871614844534, "loss": 1.42, "theoretical_loss": 3.6993149417246576, "tokens_seen": 940048384 }, { "epoch": 0.28, "learning_rate": 0.0007223671013039117, "loss": 1.4978, "theoretical_loss": 3.6992903090810785, "tokens_seen": 940113920 }, { "epoch": 0.28, "learning_rate": 0.0007223470411233701, "loss": 1.5483, "theoretical_loss": 3.6992656786353644, "tokens_seen": 940179456 }, { "epoch": 0.28, "learning_rate": 0.0007223269809428284, "loss": 1.5215, "theoretical_loss": 3.699241050387166, "tokens_seen": 940244992 }, { "epoch": 0.28, "learning_rate": 0.0007223069207622869, "loss": 1.4196, "theoretical_loss": 3.699216424336135, "tokens_seen": 940310528 }, { "epoch": 0.28, "learning_rate": 0.0007222868605817452, "loss": 1.5163, "theoretical_loss": 3.6991918004819215, "tokens_seen": 940376064 }, { "epoch": 0.28, "objective/train/advantage_avg": 0.4920152425765991, "objective/train/docs_used": 345855, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3839293718338013, "objective/train/original_loss": 1.3839294910430908, "objective/train/theoretical_loss": 3.6991671788241764, "objective/train/tokens_used": 960901600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24251851439476013, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504343509674072, "objective/train/weighted_lm_loss": 1.4535373449325562, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6991671788241764, "tokens_seen": 940441600 }, { "epoch": 0.28, "learning_rate": 0.0007222668004012036, "loss": 1.4982, "theoretical_loss": 3.6991671788241764, "tokens_seen": 940441600 }, { "epoch": 0.29, "learning_rate": 0.000722246740220662, "loss": 1.6259, "theoretical_loss": 3.699142559362551, "tokens_seen": 940507136 }, { "epoch": 0.29, "learning_rate": 0.0007222266800401204, "loss": 1.4164, "theoretical_loss": 3.6991179420966964, "tokens_seen": 940572672 }, { "epoch": 0.29, "learning_rate": 0.0007222066198595788, "loss": 1.5285, "theoretical_loss": 3.6990933270262634, "tokens_seen": 940638208 }, { "epoch": 0.29, "learning_rate": 0.0007221865596790372, "loss": 1.5041, "theoretical_loss": 3.699068714150904, "tokens_seen": 940703744 }, { "epoch": 0.29, "learning_rate": 0.0007221664994984955, "loss": 1.3569, "theoretical_loss": 3.699044103470269, "tokens_seen": 940769280 }, { "epoch": 0.29, "learning_rate": 0.0007221464393179539, "loss": 1.5458, "theoretical_loss": 3.69901949498401, "tokens_seen": 940834816 }, { "epoch": 0.29, "learning_rate": 0.0007221263791374123, "loss": 1.4807, "theoretical_loss": 3.698994888691778, "tokens_seen": 940900352 }, { "epoch": 0.29, "learning_rate": 0.0007221063189568706, "loss": 1.5493, "theoretical_loss": 3.6989702845932255, "tokens_seen": 940965888 }, { "epoch": 0.29, "learning_rate": 0.0007220862587763291, "loss": 1.5664, "theoretical_loss": 3.6989456826880036, "tokens_seen": 941031424 }, { "epoch": 0.29, "learning_rate": 0.0007220661985957873, "loss": 1.5909, "theoretical_loss": 3.6989210829757644, "tokens_seen": 941096960 }, { "epoch": 0.29, "learning_rate": 0.0007220461384152458, "loss": 1.6025, "theoretical_loss": 3.6988964854561592, "tokens_seen": 941162496 }, { "epoch": 0.29, "learning_rate": 0.0007220260782347042, "loss": 1.5441, "theoretical_loss": 3.6988718901288404, "tokens_seen": 941228032 }, { "epoch": 0.29, "learning_rate": 0.0007220060180541625, "loss": 1.4992, "theoretical_loss": 3.69884729699346, "tokens_seen": 941293568 }, { "epoch": 0.29, "learning_rate": 0.0007219859578736209, "loss": 1.4971, "theoretical_loss": 3.6988227060496692, "tokens_seen": 941359104 }, { "epoch": 0.29, "learning_rate": 0.0007219658976930792, "loss": 1.5497, "theoretical_loss": 3.6987981172971205, "tokens_seen": 941424640 }, { "epoch": 0.29, "learning_rate": 0.0007219458375125376, "loss": 1.5466, "theoretical_loss": 3.698773530735467, "tokens_seen": 941490176 }, { "epoch": 0.29, "learning_rate": 0.0007219257773319961, "loss": 1.497, "theoretical_loss": 3.698748946364361, "tokens_seen": 941555712 }, { "epoch": 0.29, "learning_rate": 0.0007219057171514543, "loss": 1.5971, "theoretical_loss": 3.6987243641834535, "tokens_seen": 941621248 }, { "epoch": 0.29, "learning_rate": 0.0007218856569709128, "loss": 1.5949, "theoretical_loss": 3.6986997841923976, "tokens_seen": 941686784 }, { "epoch": 0.29, "learning_rate": 0.0007218655967903712, "loss": 1.6695, "theoretical_loss": 3.698675206390847, "tokens_seen": 941752320 }, { "epoch": 0.29, "learning_rate": 0.0007218455366098295, "loss": 1.3817, "theoretical_loss": 3.6986506307784524, "tokens_seen": 941817856 }, { "epoch": 0.29, "learning_rate": 0.0007218254764292879, "loss": 1.4212, "theoretical_loss": 3.6986260573548675, "tokens_seen": 941883392 }, { "epoch": 0.29, "learning_rate": 0.0007218054162487463, "loss": 1.5415, "theoretical_loss": 3.6986014861197454, "tokens_seen": 941948928 }, { "epoch": 0.29, "learning_rate": 0.0007217853560682046, "loss": 1.558, "theoretical_loss": 3.6985769170727383, "tokens_seen": 942014464 }, { "epoch": 0.29, "learning_rate": 0.0007217652958876631, "loss": 1.4706, "theoretical_loss": 3.6985523502134994, "tokens_seen": 942080000 }, { "epoch": 0.29, "learning_rate": 0.0007217452357071213, "loss": 1.4962, "theoretical_loss": 3.698527785541682, "tokens_seen": 942145536 }, { "epoch": 0.29, "learning_rate": 0.0007217251755265798, "loss": 1.4593, "theoretical_loss": 3.698503223056939, "tokens_seen": 942211072 }, { "epoch": 0.29, "learning_rate": 0.0007217051153460381, "loss": 1.5144, "theoretical_loss": 3.6984786627589226, "tokens_seen": 942276608 }, { "epoch": 0.29, "learning_rate": 0.0007216850551654965, "loss": 1.543, "theoretical_loss": 3.698454104647287, "tokens_seen": 942342144 }, { "epoch": 0.29, "learning_rate": 0.0007216649949849549, "loss": 1.5247, "theoretical_loss": 3.6984295487216867, "tokens_seen": 942407680 }, { "epoch": 0.29, "learning_rate": 0.0007216449348044133, "loss": 1.6071, "theoretical_loss": 3.698404994981773, "tokens_seen": 942473216 }, { "epoch": 0.29, "learning_rate": 0.0007216248746238716, "loss": 1.5578, "theoretical_loss": 3.6983804434272, "tokens_seen": 942538752 }, { "epoch": 0.29, "learning_rate": 0.0007216048144433301, "loss": 1.4984, "theoretical_loss": 3.6983558940576224, "tokens_seen": 942604288 }, { "epoch": 0.29, "learning_rate": 0.0007215847542627883, "loss": 1.3957, "theoretical_loss": 3.6983313468726924, "tokens_seen": 942669824 }, { "epoch": 0.29, "learning_rate": 0.0007215646940822468, "loss": 1.5041, "theoretical_loss": 3.6983068018720644, "tokens_seen": 942735360 }, { "epoch": 0.29, "learning_rate": 0.0007215446339017051, "loss": 1.5987, "theoretical_loss": 3.698282259055392, "tokens_seen": 942800896 }, { "epoch": 0.29, "learning_rate": 0.0007215245737211635, "loss": 1.6417, "theoretical_loss": 3.6982577184223295, "tokens_seen": 942866432 }, { "epoch": 0.29, "learning_rate": 0.0007215045135406219, "loss": 1.5365, "theoretical_loss": 3.6982331799725303, "tokens_seen": 942931968 }, { "epoch": 0.29, "learning_rate": 0.0007214844533600803, "loss": 1.3922, "theoretical_loss": 3.698208643705649, "tokens_seen": 942997504 }, { "epoch": 0.29, "learning_rate": 0.0007214643931795386, "loss": 1.5624, "theoretical_loss": 3.6981841096213395, "tokens_seen": 943063040 }, { "epoch": 0.29, "learning_rate": 0.000721444332998997, "loss": 1.5269, "theoretical_loss": 3.698159577719256, "tokens_seen": 943128576 }, { "epoch": 0.29, "learning_rate": 0.0007214242728184554, "loss": 1.5016, "theoretical_loss": 3.6981350479990525, "tokens_seen": 943194112 }, { "epoch": 0.29, "learning_rate": 0.0007214042126379138, "loss": 1.6252, "theoretical_loss": 3.698110520460383, "tokens_seen": 943259648 }, { "epoch": 0.29, "learning_rate": 0.0007213841524573721, "loss": 1.6469, "theoretical_loss": 3.6980859951029035, "tokens_seen": 943325184 }, { "epoch": 0.29, "learning_rate": 0.0007213640922768305, "loss": 1.5468, "theoretical_loss": 3.698061471926267, "tokens_seen": 943390720 }, { "epoch": 0.29, "learning_rate": 0.0007213440320962888, "loss": 1.5313, "theoretical_loss": 3.6980369509301285, "tokens_seen": 943456256 }, { "epoch": 0.29, "learning_rate": 0.0007213239719157473, "loss": 1.5684, "theoretical_loss": 3.6980124321141434, "tokens_seen": 943521792 }, { "epoch": 0.29, "learning_rate": 0.0007213039117352056, "loss": 1.5654, "theoretical_loss": 3.697987915477966, "tokens_seen": 943587328 }, { "epoch": 0.29, "learning_rate": 0.000721283851554664, "loss": 1.6175, "theoretical_loss": 3.6979634010212497, "tokens_seen": 943652864 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4924708604812622, "objective/train/docs_used": 346959, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3609083890914917, "objective/train/original_loss": 1.3609085083007812, "objective/train/theoretical_loss": 3.6979388887436517, "objective/train/tokens_used": 964178400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24285486340522766, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504816770553589, "objective/train/weighted_lm_loss": 1.4295440912246704, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0293704271316528, "theoretical_loss": 3.6979388887436517, "tokens_seen": 943718400 }, { "epoch": 0.29, "learning_rate": 0.0007212637913741224, "loss": 1.4148, "theoretical_loss": 3.6979388887436517, "tokens_seen": 943718400 }, { "epoch": 0.29, "learning_rate": 0.0007212437311935808, "loss": 1.5465, "theoretical_loss": 3.6979143786448256, "tokens_seen": 943783936 }, { "epoch": 0.29, "learning_rate": 0.0007212236710130391, "loss": 1.5122, "theoretical_loss": 3.697889870724427, "tokens_seen": 943849472 }, { "epoch": 0.29, "learning_rate": 0.0007212036108324976, "loss": 1.5241, "theoretical_loss": 3.6978653649821114, "tokens_seen": 943915008 }, { "epoch": 0.29, "learning_rate": 0.0007211835506519558, "loss": 1.5896, "theoretical_loss": 3.697840861417533, "tokens_seen": 943980544 }, { "epoch": 0.29, "learning_rate": 0.0007211634904714143, "loss": 1.5059, "theoretical_loss": 3.6978163600303473, "tokens_seen": 944046080 }, { "epoch": 0.29, "learning_rate": 0.0007211434302908726, "loss": 1.5938, "theoretical_loss": 3.6977918608202107, "tokens_seen": 944111616 }, { "epoch": 0.29, "learning_rate": 0.000721123370110331, "loss": 1.5233, "theoretical_loss": 3.6977673637867774, "tokens_seen": 944177152 }, { "epoch": 0.29, "learning_rate": 0.0007211033099297894, "loss": 1.5118, "theoretical_loss": 3.697742868929704, "tokens_seen": 944242688 }, { "epoch": 0.29, "learning_rate": 0.0007210832497492477, "loss": 1.4842, "theoretical_loss": 3.6977183762486456, "tokens_seen": 944308224 }, { "epoch": 0.29, "learning_rate": 0.0007210631895687061, "loss": 1.5376, "theoretical_loss": 3.6976938857432575, "tokens_seen": 944373760 }, { "epoch": 0.29, "learning_rate": 0.0007210431293881646, "loss": 1.5047, "theoretical_loss": 3.697669397413196, "tokens_seen": 944439296 }, { "epoch": 0.29, "learning_rate": 0.0007210230692076228, "loss": 1.5459, "theoretical_loss": 3.6976449112581173, "tokens_seen": 944504832 }, { "epoch": 0.29, "learning_rate": 0.0007210030090270813, "loss": 1.5341, "theoretical_loss": 3.697620427277676, "tokens_seen": 944570368 }, { "epoch": 0.29, "learning_rate": 0.0007209829488465395, "loss": 1.5339, "theoretical_loss": 3.6975959454715297, "tokens_seen": 944635904 }, { "epoch": 0.29, "learning_rate": 0.000720962888665998, "loss": 1.4467, "theoretical_loss": 3.6975714658393333, "tokens_seen": 944701440 }, { "epoch": 0.29, "learning_rate": 0.0007209428284854564, "loss": 1.5497, "theoretical_loss": 3.697546988380744, "tokens_seen": 944766976 }, { "epoch": 0.29, "learning_rate": 0.0007209227683049147, "loss": 1.5003, "theoretical_loss": 3.697522513095417, "tokens_seen": 944832512 }, { "epoch": 0.29, "learning_rate": 0.0007209027081243731, "loss": 1.5245, "theoretical_loss": 3.6974980399830093, "tokens_seen": 944898048 }, { "epoch": 0.29, "learning_rate": 0.0007208826479438316, "loss": 1.5599, "theoretical_loss": 3.697473569043177, "tokens_seen": 944963584 }, { "epoch": 0.29, "learning_rate": 0.0007208625877632898, "loss": 1.6078, "theoretical_loss": 3.697449100275577, "tokens_seen": 945029120 }, { "epoch": 0.29, "learning_rate": 0.0007208425275827483, "loss": 1.4111, "theoretical_loss": 3.697424633679865, "tokens_seen": 945094656 }, { "epoch": 0.29, "learning_rate": 0.0007208224674022065, "loss": 1.5073, "theoretical_loss": 3.6974001692556984, "tokens_seen": 945160192 }, { "epoch": 0.29, "learning_rate": 0.000720802407221665, "loss": 1.5062, "theoretical_loss": 3.6973757070027338, "tokens_seen": 945225728 }, { "epoch": 0.29, "learning_rate": 0.0007207823470411234, "loss": 1.5079, "theoretical_loss": 3.6973512469206278, "tokens_seen": 945291264 }, { "epoch": 0.29, "learning_rate": 0.0007207622868605817, "loss": 1.5741, "theoretical_loss": 3.697326789009037, "tokens_seen": 945356800 }, { "epoch": 0.29, "learning_rate": 0.0007207422266800401, "loss": 1.4569, "theoretical_loss": 3.697302333267619, "tokens_seen": 945422336 }, { "epoch": 0.29, "learning_rate": 0.0007207221664994985, "loss": 1.4118, "theoretical_loss": 3.6972778796960304, "tokens_seen": 945487872 }, { "epoch": 0.29, "learning_rate": 0.0007207021063189569, "loss": 1.5255, "theoretical_loss": 3.6972534282939282, "tokens_seen": 945553408 }, { "epoch": 0.29, "learning_rate": 0.0007206820461384153, "loss": 1.4785, "theoretical_loss": 3.69722897906097, "tokens_seen": 945618944 }, { "epoch": 0.29, "learning_rate": 0.0007206619859578737, "loss": 1.48, "theoretical_loss": 3.697204531996813, "tokens_seen": 945684480 }, { "epoch": 0.29, "learning_rate": 0.000720641925777332, "loss": 1.4004, "theoretical_loss": 3.6971800871011142, "tokens_seen": 945750016 }, { "epoch": 0.29, "learning_rate": 0.0007206218655967905, "loss": 1.5534, "theoretical_loss": 3.6971556443735314, "tokens_seen": 945815552 }, { "epoch": 0.29, "learning_rate": 0.0007206018054162487, "loss": 1.4791, "theoretical_loss": 3.6971312038137216, "tokens_seen": 945881088 }, { "epoch": 0.29, "learning_rate": 0.0007205817452357072, "loss": 1.4525, "theoretical_loss": 3.697106765421343, "tokens_seen": 945946624 }, { "epoch": 0.29, "learning_rate": 0.0007205616850551655, "loss": 1.4768, "theoretical_loss": 3.6970823291960526, "tokens_seen": 946012160 }, { "epoch": 0.29, "learning_rate": 0.0007205416248746239, "loss": 1.3663, "theoretical_loss": 3.697057895137508, "tokens_seen": 946077696 }, { "epoch": 0.29, "learning_rate": 0.0007205215646940823, "loss": 1.5944, "theoretical_loss": 3.697033463245368, "tokens_seen": 946143232 }, { "epoch": 0.29, "learning_rate": 0.0007205015045135407, "loss": 1.5905, "theoretical_loss": 3.69700903351929, "tokens_seen": 946208768 }, { "epoch": 0.29, "learning_rate": 0.000720481444332999, "loss": 1.4967, "theoretical_loss": 3.6969846059589315, "tokens_seen": 946274304 }, { "epoch": 0.29, "learning_rate": 0.0007204613841524574, "loss": 1.5975, "theoretical_loss": 3.696960180563951, "tokens_seen": 946339840 }, { "epoch": 0.29, "learning_rate": 0.0007204413239719158, "loss": 1.4146, "theoretical_loss": 3.696935757334007, "tokens_seen": 946405376 }, { "epoch": 0.29, "learning_rate": 0.0007204212637913742, "loss": 1.557, "theoretical_loss": 3.696911336268756, "tokens_seen": 946470912 }, { "epoch": 0.29, "learning_rate": 0.0007204012036108325, "loss": 1.54, "theoretical_loss": 3.6968869173678582, "tokens_seen": 946536448 }, { "epoch": 0.29, "learning_rate": 0.000720381143430291, "loss": 1.6048, "theoretical_loss": 3.6968625006309717, "tokens_seen": 946601984 }, { "epoch": 0.29, "learning_rate": 0.0007203610832497492, "loss": 1.4707, "theoretical_loss": 3.6968380860577534, "tokens_seen": 946667520 }, { "epoch": 0.29, "learning_rate": 0.0007203410230692077, "loss": 1.5007, "theoretical_loss": 3.696813673647864, "tokens_seen": 946733056 }, { "epoch": 0.29, "learning_rate": 0.000720320962888666, "loss": 1.5863, "theoretical_loss": 3.69678926340096, "tokens_seen": 946798592 }, { "epoch": 0.29, "learning_rate": 0.0007203009027081244, "loss": 1.5183, "theoretical_loss": 3.6967648553167014, "tokens_seen": 946864128 }, { "epoch": 0.29, "learning_rate": 0.0007202808425275828, "loss": 1.6508, "theoretical_loss": 3.6967404493947464, "tokens_seen": 946929664 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.48964735865592957, "objective/train/docs_used": 348186, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4477887153625488, "objective/train/original_loss": 1.4477888345718384, "objective/train/theoretical_loss": 3.696716045634754, "objective/train/tokens_used": 967455200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24084705114364624, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501890182495117, "objective/train/weighted_lm_loss": 1.5205042362213135, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.696716045634754, "tokens_seen": 946995200 }, { "epoch": 0.29, "learning_rate": 0.0007202607823470412, "loss": 1.5156, "theoretical_loss": 3.696716045634754, "tokens_seen": 946995200 }, { "epoch": 0.29, "learning_rate": 0.0007202407221664995, "loss": 1.4139, "theoretical_loss": 3.696691644036383, "tokens_seen": 947060736 }, { "epoch": 0.29, "learning_rate": 0.000720220661985958, "loss": 1.4361, "theoretical_loss": 3.696667244599292, "tokens_seen": 947126272 }, { "epoch": 0.29, "learning_rate": 0.0007202006018054162, "loss": 1.4624, "theoretical_loss": 3.696642847323141, "tokens_seen": 947191808 }, { "epoch": 0.29, "learning_rate": 0.0007201805416248747, "loss": 1.5327, "theoretical_loss": 3.696618452207588, "tokens_seen": 947257344 }, { "epoch": 0.29, "learning_rate": 0.000720160481444333, "loss": 1.5925, "theoretical_loss": 3.696594059252293, "tokens_seen": 947322880 }, { "epoch": 0.29, "learning_rate": 0.0007201404212637914, "loss": 1.6156, "theoretical_loss": 3.6965696684569154, "tokens_seen": 947388416 }, { "epoch": 0.29, "learning_rate": 0.0007201203610832498, "loss": 1.5458, "theoretical_loss": 3.6965452798211134, "tokens_seen": 947453952 }, { "epoch": 0.29, "learning_rate": 0.0007201003009027081, "loss": 1.5857, "theoretical_loss": 3.696520893344548, "tokens_seen": 947519488 }, { "epoch": 0.29, "learning_rate": 0.0007200802407221665, "loss": 1.443, "theoretical_loss": 3.6964965090268773, "tokens_seen": 947585024 }, { "epoch": 0.29, "learning_rate": 0.000720060180541625, "loss": 1.646, "theoretical_loss": 3.6964721268677616, "tokens_seen": 947650560 }, { "epoch": 0.29, "learning_rate": 0.0007200401203610832, "loss": 1.4463, "theoretical_loss": 3.696447746866861, "tokens_seen": 947716096 }, { "epoch": 0.29, "learning_rate": 0.0007200200601805417, "loss": 1.5571, "theoretical_loss": 3.696423369023834, "tokens_seen": 947781632 }, { "epoch": 0.29, "learning_rate": 0.0007199999999999999, "loss": 1.448, "theoretical_loss": 3.696398993338341, "tokens_seen": 947847168 }, { "epoch": 0.29, "learning_rate": 0.0007199799398194584, "loss": 1.598, "theoretical_loss": 3.696374619810043, "tokens_seen": 947912704 }, { "epoch": 0.29, "learning_rate": 0.0007199598796389168, "loss": 1.4015, "theoretical_loss": 3.696350248438598, "tokens_seen": 947978240 }, { "epoch": 0.29, "learning_rate": 0.0007199398194583751, "loss": 1.5398, "theoretical_loss": 3.696325879223667, "tokens_seen": 948043776 }, { "epoch": 0.29, "learning_rate": 0.0007199197592778335, "loss": 1.3615, "theoretical_loss": 3.6963015121649105, "tokens_seen": 948109312 }, { "epoch": 0.29, "learning_rate": 0.000719899699097292, "loss": 1.5069, "theoretical_loss": 3.6962771472619886, "tokens_seen": 948174848 }, { "epoch": 0.29, "learning_rate": 0.0007198796389167502, "loss": 1.4771, "theoretical_loss": 3.696252784514561, "tokens_seen": 948240384 }, { "epoch": 0.29, "learning_rate": 0.0007198595787362087, "loss": 1.477, "theoretical_loss": 3.6962284239222885, "tokens_seen": 948305920 }, { "epoch": 0.29, "learning_rate": 0.0007198395185556669, "loss": 1.593, "theoretical_loss": 3.696204065484831, "tokens_seen": 948371456 }, { "epoch": 0.29, "learning_rate": 0.0007198194583751254, "loss": 1.5033, "theoretical_loss": 3.69617970920185, "tokens_seen": 948436992 }, { "epoch": 0.29, "learning_rate": 0.0007197993981945838, "loss": 1.5096, "theoretical_loss": 3.6961553550730053, "tokens_seen": 948502528 }, { "epoch": 0.29, "learning_rate": 0.0007197793380140421, "loss": 1.7204, "theoretical_loss": 3.6961310030979577, "tokens_seen": 948568064 }, { "epoch": 0.29, "learning_rate": 0.0007197592778335005, "loss": 1.4403, "theoretical_loss": 3.6961066532763684, "tokens_seen": 948633600 }, { "epoch": 0.29, "learning_rate": 0.0007197392176529589, "loss": 1.5816, "theoretical_loss": 3.6960823056078973, "tokens_seen": 948699136 }, { "epoch": 0.29, "learning_rate": 0.0007197191574724172, "loss": 1.5106, "theoretical_loss": 3.696057960092206, "tokens_seen": 948764672 }, { "epoch": 0.29, "learning_rate": 0.0007196990972918757, "loss": 1.6124, "theoretical_loss": 3.696033616728955, "tokens_seen": 948830208 }, { "epoch": 0.29, "learning_rate": 0.000719679037111334, "loss": 1.5214, "theoretical_loss": 3.696009275517806, "tokens_seen": 948895744 }, { "epoch": 0.29, "learning_rate": 0.0007196589769307924, "loss": 1.5879, "theoretical_loss": 3.6959849364584203, "tokens_seen": 948961280 }, { "epoch": 0.29, "learning_rate": 0.0007196389167502507, "loss": 1.519, "theoretical_loss": 3.6959605995504576, "tokens_seen": 949026816 }, { "epoch": 0.29, "learning_rate": 0.0007196188565697091, "loss": 1.5486, "theoretical_loss": 3.6959362647935805, "tokens_seen": 949092352 }, { "epoch": 0.29, "learning_rate": 0.0007195987963891675, "loss": 1.5462, "theoretical_loss": 3.6959119321874505, "tokens_seen": 949157888 }, { "epoch": 0.29, "learning_rate": 0.0007195787362086259, "loss": 1.5094, "theoretical_loss": 3.695887601731728, "tokens_seen": 949223424 }, { "epoch": 0.29, "learning_rate": 0.0007195586760280842, "loss": 1.5295, "theoretical_loss": 3.695863273426075, "tokens_seen": 949288960 }, { "epoch": 0.29, "learning_rate": 0.0007195386158475427, "loss": 1.5454, "theoretical_loss": 3.695838947270153, "tokens_seen": 949354496 }, { "epoch": 0.29, "learning_rate": 0.000719518555667001, "loss": 1.538, "theoretical_loss": 3.6958146232636246, "tokens_seen": 949420032 }, { "epoch": 0.29, "learning_rate": 0.0007194984954864594, "loss": 1.6176, "theoretical_loss": 3.69579030140615, "tokens_seen": 949485568 }, { "epoch": 0.29, "learning_rate": 0.0007194784353059177, "loss": 1.5965, "theoretical_loss": 3.695765981697392, "tokens_seen": 949551104 }, { "epoch": 0.29, "learning_rate": 0.0007194583751253762, "loss": 1.5014, "theoretical_loss": 3.695741664137012, "tokens_seen": 949616640 }, { "epoch": 0.29, "learning_rate": 0.0007194383149448345, "loss": 1.5079, "theoretical_loss": 3.6957173487246724, "tokens_seen": 949682176 }, { "epoch": 0.29, "learning_rate": 0.0007194182547642929, "loss": 1.5123, "theoretical_loss": 3.6956930354600352, "tokens_seen": 949747712 }, { "epoch": 0.29, "learning_rate": 0.0007193981945837512, "loss": 1.6348, "theoretical_loss": 3.695668724342762, "tokens_seen": 949813248 }, { "epoch": 0.29, "learning_rate": 0.0007193781344032096, "loss": 1.4692, "theoretical_loss": 3.6956444153725156, "tokens_seen": 949878784 }, { "epoch": 0.29, "learning_rate": 0.000719358074222668, "loss": 1.5111, "theoretical_loss": 3.695620108548958, "tokens_seen": 949944320 }, { "epoch": 0.29, "learning_rate": 0.0007193380140421264, "loss": 1.4789, "theoretical_loss": 3.6955958038717522, "tokens_seen": 950009856 }, { "epoch": 0.29, "learning_rate": 0.0007193179538615847, "loss": 1.5541, "theoretical_loss": 3.6955715013405595, "tokens_seen": 950075392 }, { "epoch": 0.29, "learning_rate": 0.0007192978936810432, "loss": 1.5781, "theoretical_loss": 3.6955472009550423, "tokens_seen": 950140928 }, { "epoch": 0.29, "learning_rate": 0.0007192778335005015, "loss": 1.4989, "theoretical_loss": 3.6955229027148646, "tokens_seen": 950206464 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4935845136642456, "objective/train/docs_used": 349336, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3703267574310303, "objective/train/original_loss": 1.3703267574310303, "objective/train/theoretical_loss": 3.695498606619688, "objective/train/tokens_used": 970732000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24398204684257507, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505986213684082, "objective/train/weighted_lm_loss": 1.4395825862884521, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.695498606619688, "tokens_seen": 950272000 }, { "epoch": 0.29, "learning_rate": 0.0007192577733199599, "loss": 1.4604, "theoretical_loss": 3.695498606619688, "tokens_seen": 950272000 }, { "epoch": 0.29, "learning_rate": 0.0007192377131394182, "loss": 1.4357, "theoretical_loss": 3.695474312669176, "tokens_seen": 950337536 }, { "epoch": 0.29, "learning_rate": 0.0007192176529588766, "loss": 1.6608, "theoretical_loss": 3.6954500208629897, "tokens_seen": 950403072 }, { "epoch": 0.29, "learning_rate": 0.0007191975927783351, "loss": 1.3748, "theoretical_loss": 3.695425731200794, "tokens_seen": 950468608 }, { "epoch": 0.29, "learning_rate": 0.0007191775325977934, "loss": 1.4539, "theoretical_loss": 3.6954014436822513, "tokens_seen": 950534144 }, { "epoch": 0.29, "learning_rate": 0.0007191574724172518, "loss": 1.4983, "theoretical_loss": 3.6953771583070236, "tokens_seen": 950599680 }, { "epoch": 0.29, "learning_rate": 0.0007191374122367102, "loss": 1.6647, "theoretical_loss": 3.695352875074775, "tokens_seen": 950665216 }, { "epoch": 0.29, "learning_rate": 0.0007191173520561685, "loss": 1.4577, "theoretical_loss": 3.6953285939851686, "tokens_seen": 950730752 }, { "epoch": 0.29, "learning_rate": 0.0007190972918756269, "loss": 1.4672, "theoretical_loss": 3.695304315037868, "tokens_seen": 950796288 }, { "epoch": 0.29, "learning_rate": 0.0007190772316950854, "loss": 1.5777, "theoretical_loss": 3.6952800382325357, "tokens_seen": 950861824 }, { "epoch": 0.29, "learning_rate": 0.0007190571715145436, "loss": 1.5638, "theoretical_loss": 3.6952557635688352, "tokens_seen": 950927360 }, { "epoch": 0.29, "learning_rate": 0.0007190371113340021, "loss": 1.4536, "theoretical_loss": 3.695231491046431, "tokens_seen": 950992896 }, { "epoch": 0.29, "learning_rate": 0.0007190170511534603, "loss": 1.4863, "theoretical_loss": 3.6952072206649857, "tokens_seen": 951058432 }, { "epoch": 0.29, "learning_rate": 0.0007189969909729188, "loss": 1.4652, "theoretical_loss": 3.6951829524241626, "tokens_seen": 951123968 }, { "epoch": 0.29, "learning_rate": 0.0007189769307923772, "loss": 1.5526, "theoretical_loss": 3.6951586863236265, "tokens_seen": 951189504 }, { "epoch": 0.29, "learning_rate": 0.0007189568706118355, "loss": 1.5713, "theoretical_loss": 3.695134422363041, "tokens_seen": 951255040 }, { "epoch": 0.29, "learning_rate": 0.0007189368104312939, "loss": 1.5293, "theoretical_loss": 3.695110160542069, "tokens_seen": 951320576 }, { "epoch": 0.29, "learning_rate": 0.0007189368104312939, "loss": 1.5946, "theoretical_loss": 3.695085900860376, "tokens_seen": 951386112 }, { "epoch": 0.29, "learning_rate": 0.0007189167502507524, "loss": 1.4885, "theoretical_loss": 3.695061643317625, "tokens_seen": 951451648 }, { "epoch": 0.29, "learning_rate": 0.0007188966900702106, "loss": 1.5591, "theoretical_loss": 3.69503738791348, "tokens_seen": 951517184 }, { "epoch": 0.29, "learning_rate": 0.0007188766298896691, "loss": 1.4072, "theoretical_loss": 3.6950131346476054, "tokens_seen": 951582720 }, { "epoch": 0.29, "learning_rate": 0.0007188565697091273, "loss": 1.5942, "theoretical_loss": 3.694988883519666, "tokens_seen": 951648256 }, { "epoch": 0.29, "learning_rate": 0.0007188365095285858, "loss": 1.531, "theoretical_loss": 3.6949646345293248, "tokens_seen": 951713792 }, { "epoch": 0.29, "learning_rate": 0.0007188164493480442, "loss": 1.4934, "theoretical_loss": 3.6949403876762474, "tokens_seen": 951779328 }, { "epoch": 0.29, "learning_rate": 0.0007187963891675025, "loss": 1.532, "theoretical_loss": 3.694916142960098, "tokens_seen": 951844864 }, { "epoch": 0.29, "learning_rate": 0.0007187763289869609, "loss": 1.4764, "theoretical_loss": 3.6948919003805414, "tokens_seen": 951910400 }, { "epoch": 0.29, "learning_rate": 0.0007187562688064193, "loss": 1.3691, "theoretical_loss": 3.694867659937242, "tokens_seen": 951975936 }, { "epoch": 0.29, "learning_rate": 0.0007187362086258776, "loss": 1.4351, "theoretical_loss": 3.694843421629864, "tokens_seen": 952041472 }, { "epoch": 0.29, "learning_rate": 0.0007187161484453361, "loss": 1.6208, "theoretical_loss": 3.6948191854580728, "tokens_seen": 952107008 }, { "epoch": 0.29, "learning_rate": 0.0007186960882647943, "loss": 1.443, "theoretical_loss": 3.6947949514215326, "tokens_seen": 952172544 }, { "epoch": 0.29, "learning_rate": 0.0007186760280842528, "loss": 1.608, "theoretical_loss": 3.6947707195199095, "tokens_seen": 952238080 }, { "epoch": 0.29, "learning_rate": 0.0007186559679037111, "loss": 1.4807, "theoretical_loss": 3.6947464897528675, "tokens_seen": 952303616 }, { "epoch": 0.29, "learning_rate": 0.0007186359077231695, "loss": 1.4595, "theoretical_loss": 3.694722262120072, "tokens_seen": 952369152 }, { "epoch": 0.29, "learning_rate": 0.0007186158475426279, "loss": 1.5994, "theoretical_loss": 3.6946980366211877, "tokens_seen": 952434688 }, { "epoch": 0.29, "learning_rate": 0.0007185957873620863, "loss": 1.57, "theoretical_loss": 3.694673813255881, "tokens_seen": 952500224 }, { "epoch": 0.29, "learning_rate": 0.0007185757271815446, "loss": 1.4659, "theoretical_loss": 3.6946495920238167, "tokens_seen": 952565760 }, { "epoch": 0.29, "learning_rate": 0.0007185556670010031, "loss": 1.5048, "theoretical_loss": 3.6946253729246594, "tokens_seen": 952631296 }, { "epoch": 0.29, "learning_rate": 0.0007185356068204614, "loss": 1.5195, "theoretical_loss": 3.6946011559580754, "tokens_seen": 952696832 }, { "epoch": 0.29, "learning_rate": 0.0007185155466399198, "loss": 1.4108, "theoretical_loss": 3.6945769411237297, "tokens_seen": 952762368 }, { "epoch": 0.29, "learning_rate": 0.0007184954864593781, "loss": 1.5052, "theoretical_loss": 3.6945527284212885, "tokens_seen": 952827904 }, { "epoch": 0.29, "learning_rate": 0.0007184754262788366, "loss": 1.5185, "theoretical_loss": 3.6945285178504172, "tokens_seen": 952893440 }, { "epoch": 0.29, "learning_rate": 0.0007184553660982949, "loss": 1.5093, "theoretical_loss": 3.6945043094107817, "tokens_seen": 952958976 }, { "epoch": 0.29, "learning_rate": 0.0007184353059177533, "loss": 1.4542, "theoretical_loss": 3.6944801031020473, "tokens_seen": 953024512 }, { "epoch": 0.29, "learning_rate": 0.0007184152457372116, "loss": 1.4507, "theoretical_loss": 3.6944558989238807, "tokens_seen": 953090048 }, { "epoch": 0.29, "learning_rate": 0.00071839518555667, "loss": 1.5067, "theoretical_loss": 3.694431696875948, "tokens_seen": 953155584 }, { "epoch": 0.29, "learning_rate": 0.0007183751253761284, "loss": 1.5859, "theoretical_loss": 3.694407496957914, "tokens_seen": 953221120 }, { "epoch": 0.29, "learning_rate": 0.0007183550651955868, "loss": 1.6061, "theoretical_loss": 3.694383299169446, "tokens_seen": 953286656 }, { "epoch": 0.29, "learning_rate": 0.0007183350050150451, "loss": 1.5297, "theoretical_loss": 3.6943591035102097, "tokens_seen": 953352192 }, { "epoch": 0.29, "learning_rate": 0.0007183149448345036, "loss": 1.6218, "theoretical_loss": 3.6943349099798715, "tokens_seen": 953417728 }, { "epoch": 0.29, "learning_rate": 0.0007182948846539619, "loss": 1.3222, "theoretical_loss": 3.6943107185780977, "tokens_seen": 953483264 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.49555379152297974, "objective/train/docs_used": 350619, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3165675401687622, "objective/train/original_loss": 1.3165676593780518, "objective/train/theoretical_loss": 3.694286529304555, "objective/train/tokens_used": 974008800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2457924485206604, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508049726486206, "objective/train/weighted_lm_loss": 1.3834824562072754, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.694286529304555, "tokens_seen": 953548800 }, { "epoch": 0.29, "learning_rate": 0.0007182748244734203, "loss": 1.4437, "theoretical_loss": 3.694286529304555, "tokens_seen": 953548800 }, { "epoch": 0.29, "learning_rate": 0.0007182547642928786, "loss": 1.4582, "theoretical_loss": 3.6942623421589103, "tokens_seen": 953614336 }, { "epoch": 0.29, "learning_rate": 0.000718234704112337, "loss": 1.5284, "theoretical_loss": 3.6942381571408287, "tokens_seen": 953679872 }, { "epoch": 0.29, "learning_rate": 0.0007182146439317954, "loss": 1.4424, "theoretical_loss": 3.6942139742499784, "tokens_seen": 953745408 }, { "epoch": 0.29, "learning_rate": 0.0007181945837512538, "loss": 1.6708, "theoretical_loss": 3.694189793486026, "tokens_seen": 953810944 }, { "epoch": 0.29, "learning_rate": 0.0007181745235707121, "loss": 1.5503, "theoretical_loss": 3.694165614848637, "tokens_seen": 953876480 }, { "epoch": 0.29, "learning_rate": 0.0007181544633901706, "loss": 1.5311, "theoretical_loss": 3.6941414383374793, "tokens_seen": 953942016 }, { "epoch": 0.29, "learning_rate": 0.0007181344032096288, "loss": 1.4911, "theoretical_loss": 3.6941172639522204, "tokens_seen": 954007552 }, { "epoch": 0.29, "learning_rate": 0.0007181143430290873, "loss": 1.5369, "theoretical_loss": 3.6940930916925265, "tokens_seen": 954073088 }, { "epoch": 0.29, "learning_rate": 0.0007180942828485457, "loss": 1.4864, "theoretical_loss": 3.694068921558065, "tokens_seen": 954138624 }, { "epoch": 0.29, "learning_rate": 0.000718074222668004, "loss": 1.3942, "theoretical_loss": 3.6940447535485026, "tokens_seen": 954204160 }, { "epoch": 0.29, "learning_rate": 0.0007180541624874624, "loss": 1.5049, "theoretical_loss": 3.6940205876635073, "tokens_seen": 954269696 }, { "epoch": 0.29, "learning_rate": 0.0007180341023069207, "loss": 1.5732, "theoretical_loss": 3.693996423902746, "tokens_seen": 954335232 }, { "epoch": 0.29, "learning_rate": 0.0007180140421263791, "loss": 1.4692, "theoretical_loss": 3.693972262265887, "tokens_seen": 954400768 }, { "epoch": 0.29, "learning_rate": 0.0007179939819458376, "loss": 1.4391, "theoretical_loss": 3.6939481027525956, "tokens_seen": 954466304 }, { "epoch": 0.29, "learning_rate": 0.0007179739217652958, "loss": 1.4598, "theoretical_loss": 3.693923945362542, "tokens_seen": 954531840 }, { "epoch": 0.29, "learning_rate": 0.0007179538615847543, "loss": 1.5067, "theoretical_loss": 3.6938997900953923, "tokens_seen": 954597376 }, { "epoch": 0.29, "learning_rate": 0.0007179338014042127, "loss": 1.5016, "theoretical_loss": 3.6938756369508146, "tokens_seen": 954662912 }, { "epoch": 0.29, "learning_rate": 0.000717913741223671, "loss": 1.5436, "theoretical_loss": 3.6938514859284766, "tokens_seen": 954728448 }, { "epoch": 0.29, "learning_rate": 0.0007178936810431294, "loss": 1.4751, "theoretical_loss": 3.693827337028046, "tokens_seen": 954793984 }, { "epoch": 0.29, "learning_rate": 0.0007178736208625877, "loss": 1.5415, "theoretical_loss": 3.6938031902491915, "tokens_seen": 954859520 }, { "epoch": 0.29, "learning_rate": 0.0007178535606820461, "loss": 1.533, "theoretical_loss": 3.6937790455915804, "tokens_seen": 954925056 }, { "epoch": 0.29, "learning_rate": 0.0007178335005015046, "loss": 1.4386, "theoretical_loss": 3.6937549030548813, "tokens_seen": 954990592 }, { "epoch": 0.29, "learning_rate": 0.0007178134403209628, "loss": 1.5542, "theoretical_loss": 3.6937307626387614, "tokens_seen": 955056128 }, { "epoch": 0.29, "learning_rate": 0.0007177933801404213, "loss": 1.374, "theoretical_loss": 3.69370662434289, "tokens_seen": 955121664 }, { "epoch": 0.29, "learning_rate": 0.0007177733199598796, "loss": 1.5874, "theoretical_loss": 3.6936824881669352, "tokens_seen": 955187200 }, { "epoch": 0.29, "learning_rate": 0.000717753259779338, "loss": 1.588, "theoretical_loss": 3.693658354110565, "tokens_seen": 955252736 }, { "epoch": 0.29, "learning_rate": 0.0007177331995987964, "loss": 1.4508, "theoretical_loss": 3.693634222173448, "tokens_seen": 955318272 }, { "epoch": 0.29, "learning_rate": 0.0007177131394182548, "loss": 1.5053, "theoretical_loss": 3.693610092355253, "tokens_seen": 955383808 }, { "epoch": 0.29, "learning_rate": 0.0007176930792377132, "loss": 1.5666, "theoretical_loss": 3.6935859646556484, "tokens_seen": 955449344 }, { "epoch": 0.29, "learning_rate": 0.0007176730190571715, "loss": 1.4742, "theoretical_loss": 3.6935618390743032, "tokens_seen": 955514880 }, { "epoch": 0.29, "learning_rate": 0.0007176529588766299, "loss": 1.4658, "theoretical_loss": 3.6935377156108853, "tokens_seen": 955580416 }, { "epoch": 0.29, "learning_rate": 0.0007176328986960883, "loss": 1.4992, "theoretical_loss": 3.6935135942650645, "tokens_seen": 955645952 }, { "epoch": 0.29, "learning_rate": 0.0007176128385155467, "loss": 1.5189, "theoretical_loss": 3.6934894750365093, "tokens_seen": 955711488 }, { "epoch": 0.29, "learning_rate": 0.000717592778335005, "loss": 1.5632, "theoretical_loss": 3.6934653579248886, "tokens_seen": 955777024 }, { "epoch": 0.29, "learning_rate": 0.0007175727181544635, "loss": 1.561, "theoretical_loss": 3.6934412429298717, "tokens_seen": 955842560 }, { "epoch": 0.29, "learning_rate": 0.0007175526579739218, "loss": 1.5443, "theoretical_loss": 3.693417130051128, "tokens_seen": 955908096 }, { "epoch": 0.29, "learning_rate": 0.0007175325977933802, "loss": 1.3939, "theoretical_loss": 3.693393019288326, "tokens_seen": 955973632 }, { "epoch": 0.29, "learning_rate": 0.0007175125376128385, "loss": 1.4296, "theoretical_loss": 3.693368910641135, "tokens_seen": 956039168 }, { "epoch": 0.29, "learning_rate": 0.000717492477432297, "loss": 1.5783, "theoretical_loss": 3.693344804109225, "tokens_seen": 956104704 }, { "epoch": 0.29, "learning_rate": 0.0007174724172517553, "loss": 1.5378, "theoretical_loss": 3.693320699692265, "tokens_seen": 956170240 }, { "epoch": 0.29, "learning_rate": 0.0007174523570712137, "loss": 1.6355, "theoretical_loss": 3.6932965973899248, "tokens_seen": 956235776 }, { "epoch": 0.29, "learning_rate": 0.000717432296890672, "loss": 1.453, "theoretical_loss": 3.693272497201874, "tokens_seen": 956301312 }, { "epoch": 0.29, "learning_rate": 0.0007174122367101304, "loss": 1.5024, "theoretical_loss": 3.693248399127781, "tokens_seen": 956366848 }, { "epoch": 0.29, "learning_rate": 0.0007173921765295888, "loss": 1.5604, "theoretical_loss": 3.6932243031673178, "tokens_seen": 956432384 }, { "epoch": 0.29, "learning_rate": 0.0007173721163490472, "loss": 1.5619, "theoretical_loss": 3.693200209320153, "tokens_seen": 956497920 }, { "epoch": 0.29, "learning_rate": 0.0007173520561685055, "loss": 1.6982, "theoretical_loss": 3.6931761175859554, "tokens_seen": 956563456 }, { "epoch": 0.29, "learning_rate": 0.000717331995987964, "loss": 1.5402, "theoretical_loss": 3.6931520279643975, "tokens_seen": 956628992 }, { "epoch": 0.29, "learning_rate": 0.0007173119358074223, "loss": 1.5647, "theoretical_loss": 3.6931279404551467, "tokens_seen": 956694528 }, { "epoch": 0.29, "learning_rate": 0.0007172918756268807, "loss": 1.4757, "theoretical_loss": 3.693103855057875, "tokens_seen": 956760064 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4956148862838745, "objective/train/docs_used": 351696, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4528080224990845, "objective/train/original_loss": 1.4528082609176636, "objective/train/theoretical_loss": 3.693079771772251, "objective/train/tokens_used": 977285600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24582801759243011, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508112907409668, "objective/train/weighted_lm_loss": 1.5266010761260986, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.693079771772251, "tokens_seen": 956825600 }, { "epoch": 0.29, "learning_rate": 0.000717271815446339, "loss": 1.501, "theoretical_loss": 3.693079771772251, "tokens_seen": 956825600 }, { "epoch": 0.29, "learning_rate": 0.0007172517552657974, "loss": 1.5668, "theoretical_loss": 3.6930556905979466, "tokens_seen": 956891136 }, { "epoch": 0.29, "learning_rate": 0.0007172316950852558, "loss": 1.6318, "theoretical_loss": 3.6930316115346304, "tokens_seen": 956956672 }, { "epoch": 0.29, "learning_rate": 0.0007172116349047142, "loss": 1.5029, "theoretical_loss": 3.693007534581975, "tokens_seen": 957022208 }, { "epoch": 0.29, "learning_rate": 0.0007171915747241725, "loss": 1.5111, "theoretical_loss": 3.692983459739649, "tokens_seen": 957087744 }, { "epoch": 0.29, "learning_rate": 0.000717171514543631, "loss": 1.5444, "theoretical_loss": 3.692959387007323, "tokens_seen": 957153280 }, { "epoch": 0.29, "learning_rate": 0.0007171514543630892, "loss": 1.6297, "theoretical_loss": 3.6929353163846685, "tokens_seen": 957218816 }, { "epoch": 0.29, "learning_rate": 0.0007171313941825477, "loss": 1.6346, "theoretical_loss": 3.692911247871356, "tokens_seen": 957284352 }, { "epoch": 0.29, "learning_rate": 0.000717111334002006, "loss": 1.498, "theoretical_loss": 3.6928871814670563, "tokens_seen": 957349888 }, { "epoch": 0.29, "learning_rate": 0.0007170912738214644, "loss": 1.4934, "theoretical_loss": 3.6928631171714397, "tokens_seen": 957415424 }, { "epoch": 0.29, "learning_rate": 0.0007170712136409228, "loss": 1.5684, "theoretical_loss": 3.6928390549841774, "tokens_seen": 957480960 }, { "epoch": 0.29, "learning_rate": 0.0007170511534603811, "loss": 1.5372, "theoretical_loss": 3.692814994904941, "tokens_seen": 957546496 }, { "epoch": 0.29, "learning_rate": 0.0007170310932798395, "loss": 1.5873, "theoretical_loss": 3.6927909369334007, "tokens_seen": 957612032 }, { "epoch": 0.29, "learning_rate": 0.000717011033099298, "loss": 1.5205, "theoretical_loss": 3.692766881069228, "tokens_seen": 957677568 }, { "epoch": 0.29, "learning_rate": 0.0007169909729187562, "loss": 1.4062, "theoretical_loss": 3.692742827312094, "tokens_seen": 957743104 }, { "epoch": 0.29, "learning_rate": 0.0007169709127382147, "loss": 1.4998, "theoretical_loss": 3.69271877566167, "tokens_seen": 957808640 }, { "epoch": 0.29, "learning_rate": 0.0007169508525576731, "loss": 1.4633, "theoretical_loss": 3.6926947261176277, "tokens_seen": 957874176 }, { "epoch": 0.29, "learning_rate": 0.0007169307923771314, "loss": 1.5998, "theoretical_loss": 3.692670678679638, "tokens_seen": 957939712 }, { "epoch": 0.29, "learning_rate": 0.0007169107321965898, "loss": 1.4701, "theoretical_loss": 3.6926466333473726, "tokens_seen": 958005248 }, { "epoch": 0.29, "learning_rate": 0.0007168906720160481, "loss": 1.5296, "theoretical_loss": 3.692622590120503, "tokens_seen": 958070784 }, { "epoch": 0.29, "learning_rate": 0.0007168706118355065, "loss": 1.5852, "theoretical_loss": 3.692598548998702, "tokens_seen": 958136320 }, { "epoch": 0.29, "learning_rate": 0.000716850551654965, "loss": 1.5529, "theoretical_loss": 3.692574509981639, "tokens_seen": 958201856 }, { "epoch": 0.29, "learning_rate": 0.0007168304914744232, "loss": 1.5819, "theoretical_loss": 3.6925504730689878, "tokens_seen": 958267392 }, { "epoch": 0.29, "learning_rate": 0.0007168104312938817, "loss": 1.5893, "theoretical_loss": 3.6925264382604195, "tokens_seen": 958332928 }, { "epoch": 0.29, "learning_rate": 0.00071679037111334, "loss": 1.5407, "theoretical_loss": 3.692502405555606, "tokens_seen": 958398464 }, { "epoch": 0.29, "learning_rate": 0.0007167703109327984, "loss": 1.5047, "theoretical_loss": 3.69247837495422, "tokens_seen": 958464000 }, { "epoch": 0.29, "learning_rate": 0.0007167502507522568, "loss": 1.5692, "theoretical_loss": 3.6924543464559325, "tokens_seen": 958529536 }, { "epoch": 0.29, "learning_rate": 0.0007167301905717152, "loss": 1.4599, "theoretical_loss": 3.6924303200604163, "tokens_seen": 958595072 }, { "epoch": 0.29, "learning_rate": 0.0007167101303911735, "loss": 1.7238, "theoretical_loss": 3.692406295767344, "tokens_seen": 958660608 }, { "epoch": 0.29, "learning_rate": 0.0007166900702106319, "loss": 1.52, "theoretical_loss": 3.6923822735763867, "tokens_seen": 958726144 }, { "epoch": 0.29, "learning_rate": 0.0007166700100300902, "loss": 1.6038, "theoretical_loss": 3.6923582534872184, "tokens_seen": 958791680 }, { "epoch": 0.29, "learning_rate": 0.0007166499498495487, "loss": 1.5098, "theoretical_loss": 3.6923342354995103, "tokens_seen": 958857216 }, { "epoch": 0.29, "learning_rate": 0.000716629889669007, "loss": 1.507, "theoretical_loss": 3.692310219612936, "tokens_seen": 958922752 }, { "epoch": 0.29, "learning_rate": 0.0007166098294884654, "loss": 1.5451, "theoretical_loss": 3.6922862058271666, "tokens_seen": 958988288 }, { "epoch": 0.29, "learning_rate": 0.0007165897693079238, "loss": 1.4867, "theoretical_loss": 3.6922621941418763, "tokens_seen": 959053824 }, { "epoch": 0.29, "learning_rate": 0.0007165697091273822, "loss": 1.4762, "theoretical_loss": 3.6922381845567367, "tokens_seen": 959119360 }, { "epoch": 0.29, "learning_rate": 0.0007165496489468405, "loss": 1.506, "theoretical_loss": 3.6922141770714214, "tokens_seen": 959184896 }, { "epoch": 0.29, "learning_rate": 0.0007165295887662989, "loss": 1.5202, "theoretical_loss": 3.692190171685603, "tokens_seen": 959250432 }, { "epoch": 0.29, "learning_rate": 0.0007165095285857572, "loss": 1.5625, "theoretical_loss": 3.6921661683989546, "tokens_seen": 959315968 }, { "epoch": 0.29, "learning_rate": 0.0007164894684052157, "loss": 1.3625, "theoretical_loss": 3.6921421672111494, "tokens_seen": 959381504 }, { "epoch": 0.29, "learning_rate": 0.000716469408224674, "loss": 1.5404, "theoretical_loss": 3.6921181681218602, "tokens_seen": 959447040 }, { "epoch": 0.29, "learning_rate": 0.0007164493480441324, "loss": 1.4399, "theoretical_loss": 3.69209417113076, "tokens_seen": 959512576 }, { "epoch": 0.29, "learning_rate": 0.0007164292878635907, "loss": 1.6473, "theoretical_loss": 3.692070176237523, "tokens_seen": 959578112 }, { "epoch": 0.29, "learning_rate": 0.0007164092276830492, "loss": 1.4826, "theoretical_loss": 3.6920461834418212, "tokens_seen": 959643648 }, { "epoch": 0.29, "learning_rate": 0.0007163891675025075, "loss": 1.5788, "theoretical_loss": 3.6920221927433294, "tokens_seen": 959709184 }, { "epoch": 0.29, "learning_rate": 0.0007163691073219659, "loss": 1.5833, "theoretical_loss": 3.6919982041417203, "tokens_seen": 959774720 }, { "epoch": 0.29, "learning_rate": 0.0007163490471414242, "loss": 1.6083, "theoretical_loss": 3.691974217636667, "tokens_seen": 959840256 }, { "epoch": 0.29, "learning_rate": 0.0007163289869608827, "loss": 1.6187, "theoretical_loss": 3.6919502332278444, "tokens_seen": 959905792 }, { "epoch": 0.29, "learning_rate": 0.000716308926780341, "loss": 1.4781, "theoretical_loss": 3.691926250914925, "tokens_seen": 959971328 }, { "epoch": 0.29, "learning_rate": 0.0007162888665997994, "loss": 1.5793, "theoretical_loss": 3.6919022706975833, "tokens_seen": 960036864 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4893192648887634, "objective/train/docs_used": 352874, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3887085914611816, "objective/train/original_loss": 1.3887087106704712, "objective/train/theoretical_loss": 3.6918782925754936, "objective/train/tokens_used": 980562400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24047964811325073, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501543283462524, "objective/train/weighted_lm_loss": 1.4587208032608032, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6918782925754936, "tokens_seen": 960102400 }, { "epoch": 0.29, "learning_rate": 0.0007162688064192577, "loss": 1.497, "theoretical_loss": 3.6918782925754936, "tokens_seen": 960102400 }, { "epoch": 0.29, "learning_rate": 0.0007162487462387162, "loss": 1.5364, "theoretical_loss": 3.691854316548328, "tokens_seen": 960167936 }, { "epoch": 0.29, "learning_rate": 0.0007162286860581745, "loss": 1.5076, "theoretical_loss": 3.691830342615763, "tokens_seen": 960233472 }, { "epoch": 0.29, "learning_rate": 0.0007162086258776329, "loss": 1.6003, "theoretical_loss": 3.69180637077747, "tokens_seen": 960299008 }, { "epoch": 0.29, "learning_rate": 0.0007161885656970914, "loss": 1.528, "theoretical_loss": 3.6917824010331257, "tokens_seen": 960364544 }, { "epoch": 0.29, "learning_rate": 0.0007161685055165496, "loss": 1.484, "theoretical_loss": 3.6917584333824025, "tokens_seen": 960430080 }, { "epoch": 0.29, "learning_rate": 0.0007161484453360081, "loss": 1.4438, "theoretical_loss": 3.6917344678249755, "tokens_seen": 960495616 }, { "epoch": 0.29, "learning_rate": 0.0007161283851554665, "loss": 1.4055, "theoretical_loss": 3.691710504360519, "tokens_seen": 960561152 }, { "epoch": 0.29, "learning_rate": 0.0007161083249749248, "loss": 1.4802, "theoretical_loss": 3.691686542988707, "tokens_seen": 960626688 }, { "epoch": 0.29, "learning_rate": 0.0007160882647943832, "loss": 1.5666, "theoretical_loss": 3.6916625837092143, "tokens_seen": 960692224 }, { "epoch": 0.29, "learning_rate": 0.0007160682046138415, "loss": 1.5149, "theoretical_loss": 3.6916386265217156, "tokens_seen": 960757760 }, { "epoch": 0.29, "learning_rate": 0.0007160481444332999, "loss": 1.4258, "theoretical_loss": 3.691614671425886, "tokens_seen": 960823296 }, { "epoch": 0.29, "learning_rate": 0.0007160280842527584, "loss": 1.5138, "theoretical_loss": 3.6915907184213994, "tokens_seen": 960888832 }, { "epoch": 0.29, "learning_rate": 0.0007160080240722166, "loss": 1.4792, "theoretical_loss": 3.6915667675079304, "tokens_seen": 960954368 }, { "epoch": 0.29, "learning_rate": 0.0007159879638916751, "loss": 1.4866, "theoretical_loss": 3.6915428186851553, "tokens_seen": 961019904 }, { "epoch": 0.29, "learning_rate": 0.0007159679037111335, "loss": 1.5534, "theoretical_loss": 3.691518871952747, "tokens_seen": 961085440 }, { "epoch": 0.29, "learning_rate": 0.0007159478435305918, "loss": 1.5237, "theoretical_loss": 3.6914949273103828, "tokens_seen": 961150976 }, { "epoch": 0.29, "learning_rate": 0.0007159277833500502, "loss": 1.4646, "theoretical_loss": 3.691470984757736, "tokens_seen": 961216512 }, { "epoch": 0.29, "learning_rate": 0.0007159077231695085, "loss": 1.5806, "theoretical_loss": 3.6914470442944824, "tokens_seen": 961282048 }, { "epoch": 0.29, "learning_rate": 0.0007158876629889669, "loss": 1.5574, "theoretical_loss": 3.6914231059202978, "tokens_seen": 961347584 }, { "epoch": 0.29, "learning_rate": 0.0007158676028084254, "loss": 1.4704, "theoretical_loss": 3.691399169634856, "tokens_seen": 961413120 }, { "epoch": 0.29, "learning_rate": 0.0007158475426278836, "loss": 1.4674, "theoretical_loss": 3.6913752354378344, "tokens_seen": 961478656 }, { "epoch": 0.29, "learning_rate": 0.0007158274824473421, "loss": 1.3912, "theoretical_loss": 3.691351303328907, "tokens_seen": 961544192 }, { "epoch": 0.29, "learning_rate": 0.0007158074222668004, "loss": 1.5146, "theoretical_loss": 3.6913273733077494, "tokens_seen": 961609728 }, { "epoch": 0.29, "learning_rate": 0.0007157873620862588, "loss": 1.5437, "theoretical_loss": 3.6913034453740377, "tokens_seen": 961675264 }, { "epoch": 0.29, "learning_rate": 0.0007157673019057172, "loss": 1.4881, "theoretical_loss": 3.6912795195274475, "tokens_seen": 961740800 }, { "epoch": 0.29, "learning_rate": 0.0007157472417251756, "loss": 1.5674, "theoretical_loss": 3.691255595767654, "tokens_seen": 961806336 }, { "epoch": 0.29, "learning_rate": 0.0007157271815446339, "loss": 1.5339, "theoretical_loss": 3.691231674094334, "tokens_seen": 961871872 }, { "epoch": 0.29, "learning_rate": 0.0007157071213640923, "loss": 1.591, "theoretical_loss": 3.691207754507163, "tokens_seen": 961937408 }, { "epoch": 0.29, "learning_rate": 0.0007156870611835506, "loss": 1.6487, "theoretical_loss": 3.6911838370058163, "tokens_seen": 962002944 }, { "epoch": 0.29, "learning_rate": 0.0007156670010030091, "loss": 1.476, "theoretical_loss": 3.6911599215899704, "tokens_seen": 962068480 }, { "epoch": 0.29, "learning_rate": 0.0007156469408224674, "loss": 1.5186, "theoretical_loss": 3.691136008259302, "tokens_seen": 962134016 }, { "epoch": 0.29, "learning_rate": 0.0007156268806419258, "loss": 1.5758, "theoretical_loss": 3.6911120970134865, "tokens_seen": 962199552 }, { "epoch": 0.29, "learning_rate": 0.0007156068204613842, "loss": 1.5549, "theoretical_loss": 3.6910881878522, "tokens_seen": 962265088 }, { "epoch": 0.29, "learning_rate": 0.0007155867602808426, "loss": 1.5124, "theoretical_loss": 3.6910642807751195, "tokens_seen": 962330624 }, { "epoch": 0.29, "learning_rate": 0.0007155667001003009, "loss": 1.447, "theoretical_loss": 3.6910403757819212, "tokens_seen": 962396160 }, { "epoch": 0.29, "learning_rate": 0.0007155466399197593, "loss": 1.5107, "theoretical_loss": 3.6910164728722816, "tokens_seen": 962461696 }, { "epoch": 0.29, "learning_rate": 0.0007155265797392176, "loss": 1.5653, "theoretical_loss": 3.6909925720458774, "tokens_seen": 962527232 }, { "epoch": 0.29, "learning_rate": 0.0007155065195586761, "loss": 1.5631, "theoretical_loss": 3.6909686733023843, "tokens_seen": 962592768 }, { "epoch": 0.29, "learning_rate": 0.0007154864593781344, "loss": 1.4248, "theoretical_loss": 3.69094477664148, "tokens_seen": 962658304 }, { "epoch": 0.29, "learning_rate": 0.0007154663991975928, "loss": 1.4074, "theoretical_loss": 3.6909208820628407, "tokens_seen": 962723840 }, { "epoch": 0.29, "learning_rate": 0.0007154463390170511, "loss": 1.4663, "theoretical_loss": 3.6908969895661436, "tokens_seen": 962789376 }, { "epoch": 0.29, "learning_rate": 0.0007154262788365096, "loss": 1.5528, "theoretical_loss": 3.690873099151065, "tokens_seen": 962854912 }, { "epoch": 0.29, "learning_rate": 0.0007154062186559679, "loss": 1.5464, "theoretical_loss": 3.690849210817283, "tokens_seen": 962920448 }, { "epoch": 0.29, "learning_rate": 0.0007153861584754263, "loss": 1.4058, "theoretical_loss": 3.6908253245644733, "tokens_seen": 962985984 }, { "epoch": 0.29, "learning_rate": 0.0007153660982948847, "loss": 1.5382, "theoretical_loss": 3.690801440392314, "tokens_seen": 963051520 }, { "epoch": 0.29, "learning_rate": 0.0007153460381143431, "loss": 1.4114, "theoretical_loss": 3.690777558300482, "tokens_seen": 963117056 }, { "epoch": 0.29, "learning_rate": 0.0007153259779338014, "loss": 1.4413, "theoretical_loss": 3.6907536782886545, "tokens_seen": 963182592 }, { "epoch": 0.29, "learning_rate": 0.0007153059177532598, "loss": 1.4997, "theoretical_loss": 3.6907298003565083, "tokens_seen": 963248128 }, { "epoch": 0.29, "learning_rate": 0.0007152858575727181, "loss": 1.589, "theoretical_loss": 3.690705924503722, "tokens_seen": 963313664 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.49029409885406494, "objective/train/docs_used": 353969, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3857896327972412, "objective/train/original_loss": 1.3857896327972412, "objective/train/theoretical_loss": 3.690682050729972, "objective/train/tokens_used": 983839200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24083305895328522, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502536296844482, "objective/train/weighted_lm_loss": 1.4553956985473633, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.690682050729972, "tokens_seen": 963379200 }, { "epoch": 0.29, "learning_rate": 0.0007152657973921766, "loss": 1.4168, "theoretical_loss": 3.690682050729972, "tokens_seen": 963379200 }, { "epoch": 0.29, "learning_rate": 0.0007152457372116349, "loss": 1.5192, "theoretical_loss": 3.6906581790349366, "tokens_seen": 963444736 }, { "epoch": 0.29, "learning_rate": 0.0007152256770310933, "loss": 1.6816, "theoretical_loss": 3.690634309418293, "tokens_seen": 963510272 }, { "epoch": 0.29, "learning_rate": 0.0007152056168505517, "loss": 1.4731, "theoretical_loss": 3.690610441879719, "tokens_seen": 963575808 }, { "epoch": 0.29, "learning_rate": 0.00071518555667001, "loss": 1.478, "theoretical_loss": 3.6905865764188923, "tokens_seen": 963641344 }, { "epoch": 0.29, "learning_rate": 0.0007151654964894684, "loss": 1.4455, "theoretical_loss": 3.690562713035491, "tokens_seen": 963706880 }, { "epoch": 0.29, "learning_rate": 0.0007151454363089269, "loss": 1.4353, "theoretical_loss": 3.690538851729193, "tokens_seen": 963772416 }, { "epoch": 0.29, "learning_rate": 0.0007151253761283851, "loss": 1.4773, "theoretical_loss": 3.6905149924996756, "tokens_seen": 963837952 }, { "epoch": 0.29, "learning_rate": 0.0007151053159478436, "loss": 1.4866, "theoretical_loss": 3.6904911353466177, "tokens_seen": 963903488 }, { "epoch": 0.29, "learning_rate": 0.0007150852557673018, "loss": 1.6193, "theoretical_loss": 3.690467280269697, "tokens_seen": 963969024 }, { "epoch": 0.29, "learning_rate": 0.0007150651955867603, "loss": 1.4598, "theoretical_loss": 3.6904434272685918, "tokens_seen": 964034560 }, { "epoch": 0.29, "learning_rate": 0.0007150451354062187, "loss": 1.6072, "theoretical_loss": 3.6904195763429803, "tokens_seen": 964100096 }, { "epoch": 0.29, "learning_rate": 0.000715025075225677, "loss": 1.4695, "theoretical_loss": 3.690395727492541, "tokens_seen": 964165632 }, { "epoch": 0.29, "learning_rate": 0.0007150050150451354, "loss": 1.5058, "theoretical_loss": 3.690371880716952, "tokens_seen": 964231168 }, { "epoch": 0.29, "learning_rate": 0.0007149849548645939, "loss": 1.5286, "theoretical_loss": 3.6903480360158922, "tokens_seen": 964296704 }, { "epoch": 0.29, "learning_rate": 0.0007149648946840521, "loss": 1.3761, "theoretical_loss": 3.69032419338904, "tokens_seen": 964362240 }, { "epoch": 0.29, "learning_rate": 0.0007149448345035106, "loss": 1.5425, "theoretical_loss": 3.690300352836074, "tokens_seen": 964427776 }, { "epoch": 0.29, "learning_rate": 0.0007149247743229688, "loss": 1.6333, "theoretical_loss": 3.6902765143566727, "tokens_seen": 964493312 }, { "epoch": 0.29, "learning_rate": 0.0007149047141424273, "loss": 1.5271, "theoretical_loss": 3.6902526779505145, "tokens_seen": 964558848 }, { "epoch": 0.29, "learning_rate": 0.0007149047141424273, "loss": 1.4631, "theoretical_loss": 3.6902288436172794, "tokens_seen": 964624384 }, { "epoch": 0.29, "learning_rate": 0.0007148846539618857, "loss": 1.6209, "theoretical_loss": 3.690205011356646, "tokens_seen": 964689920 }, { "epoch": 0.29, "learning_rate": 0.000714864593781344, "loss": 1.4621, "theoretical_loss": 3.6901811811682927, "tokens_seen": 964755456 }, { "epoch": 0.29, "learning_rate": 0.0007148445336008024, "loss": 1.6688, "theoretical_loss": 3.690157353051899, "tokens_seen": 964820992 }, { "epoch": 0.29, "learning_rate": 0.0007148244734202608, "loss": 1.4345, "theoretical_loss": 3.690133527007143, "tokens_seen": 964886528 }, { "epoch": 0.29, "learning_rate": 0.0007148044132397191, "loss": 1.5604, "theoretical_loss": 3.6901097030337056, "tokens_seen": 964952064 }, { "epoch": 0.29, "learning_rate": 0.0007147843530591776, "loss": 1.4844, "theoretical_loss": 3.6900858811312656, "tokens_seen": 965017600 }, { "epoch": 0.29, "learning_rate": 0.0007147642928786358, "loss": 1.4626, "theoretical_loss": 3.6900620612995017, "tokens_seen": 965083136 }, { "epoch": 0.29, "learning_rate": 0.0007147442326980943, "loss": 1.4057, "theoretical_loss": 3.690038243538093, "tokens_seen": 965148672 }, { "epoch": 0.29, "learning_rate": 0.0007147241725175526, "loss": 1.5725, "theoretical_loss": 3.6900144278467204, "tokens_seen": 965214208 }, { "epoch": 0.29, "learning_rate": 0.000714704112337011, "loss": 1.3801, "theoretical_loss": 3.689990614225062, "tokens_seen": 965279744 }, { "epoch": 0.29, "learning_rate": 0.0007146840521564695, "loss": 1.6319, "theoretical_loss": 3.6899668026727985, "tokens_seen": 965345280 }, { "epoch": 0.29, "learning_rate": 0.0007146639919759278, "loss": 1.7258, "theoretical_loss": 3.689942993189609, "tokens_seen": 965410816 }, { "epoch": 0.29, "learning_rate": 0.0007146439317953862, "loss": 1.5416, "theoretical_loss": 3.6899191857751736, "tokens_seen": 965476352 }, { "epoch": 0.29, "learning_rate": 0.0007146238716148446, "loss": 1.4699, "theoretical_loss": 3.6898953804291716, "tokens_seen": 965541888 }, { "epoch": 0.29, "learning_rate": 0.000714603811434303, "loss": 1.4588, "theoretical_loss": 3.6898715771512833, "tokens_seen": 965607424 }, { "epoch": 0.29, "learning_rate": 0.0007145837512537613, "loss": 1.557, "theoretical_loss": 3.689847775941189, "tokens_seen": 965672960 }, { "epoch": 0.29, "learning_rate": 0.0007145636910732197, "loss": 1.5035, "theoretical_loss": 3.6898239767985688, "tokens_seen": 965738496 }, { "epoch": 0.29, "learning_rate": 0.000714543630892678, "loss": 1.5023, "theoretical_loss": 3.689800179723102, "tokens_seen": 965804032 }, { "epoch": 0.29, "learning_rate": 0.0007145235707121365, "loss": 1.6163, "theoretical_loss": 3.6897763847144693, "tokens_seen": 965869568 }, { "epoch": 0.29, "learning_rate": 0.0007145035105315948, "loss": 1.5976, "theoretical_loss": 3.6897525917723515, "tokens_seen": 965935104 }, { "epoch": 0.29, "learning_rate": 0.0007144834503510532, "loss": 1.5316, "theoretical_loss": 3.689728800896428, "tokens_seen": 966000640 }, { "epoch": 0.29, "learning_rate": 0.0007144633901705115, "loss": 1.5586, "theoretical_loss": 3.689705012086379, "tokens_seen": 966066176 }, { "epoch": 0.29, "learning_rate": 0.00071444332998997, "loss": 1.3882, "theoretical_loss": 3.6896812253418867, "tokens_seen": 966131712 }, { "epoch": 0.29, "learning_rate": 0.0007144232698094283, "loss": 1.6061, "theoretical_loss": 3.6896574406626295, "tokens_seen": 966197248 }, { "epoch": 0.29, "learning_rate": 0.0007144032096288867, "loss": 1.5249, "theoretical_loss": 3.68963365804829, "tokens_seen": 966262784 }, { "epoch": 0.29, "learning_rate": 0.000714383149448345, "loss": 1.5455, "theoretical_loss": 3.6896098774985475, "tokens_seen": 966328320 }, { "epoch": 0.29, "learning_rate": 0.0007143630892678035, "loss": 1.6703, "theoretical_loss": 3.6895860990130833, "tokens_seen": 966393856 }, { "epoch": 0.29, "learning_rate": 0.0007143430290872618, "loss": 1.5299, "theoretical_loss": 3.689562322591578, "tokens_seen": 966459392 }, { "epoch": 0.29, "learning_rate": 0.0007143229689067202, "loss": 1.5678, "theoretical_loss": 3.689538548233713, "tokens_seen": 966524928 }, { "epoch": 0.29, "learning_rate": 0.0007143029087261785, "loss": 1.5246, "theoretical_loss": 3.6895147759391684, "tokens_seen": 966590464 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4932740032672882, "objective/train/docs_used": 355190, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5405915975570679, "objective/train/original_loss": 1.5405914783477783, "objective/train/theoretical_loss": 3.6894910057076267, "objective/train/tokens_used": 987116000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24391981959342957, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050567388534546, "objective/train/weighted_lm_loss": 1.6184053421020508, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6894910057076267, "tokens_seen": 966656000 }, { "epoch": 0.29, "learning_rate": 0.000714282848545637, "loss": 1.6415, "theoretical_loss": 3.6894910057076267, "tokens_seen": 966656000 }, { "epoch": 0.29, "learning_rate": 0.0007142627883650953, "loss": 1.5786, "theoretical_loss": 3.689467237538767, "tokens_seen": 966721536 }, { "epoch": 0.29, "learning_rate": 0.0007142427281845537, "loss": 1.6576, "theoretical_loss": 3.6894434714322726, "tokens_seen": 966787072 }, { "epoch": 0.29, "learning_rate": 0.0007142226680040121, "loss": 1.5481, "theoretical_loss": 3.6894197073878234, "tokens_seen": 966852608 }, { "epoch": 0.29, "learning_rate": 0.0007142026078234704, "loss": 1.5063, "theoretical_loss": 3.689395945405101, "tokens_seen": 966918144 }, { "epoch": 0.29, "learning_rate": 0.0007141825476429288, "loss": 1.4914, "theoretical_loss": 3.689372185483787, "tokens_seen": 966983680 }, { "epoch": 0.29, "learning_rate": 0.0007141624874623873, "loss": 1.4505, "theoretical_loss": 3.689348427623563, "tokens_seen": 967049216 }, { "epoch": 0.29, "learning_rate": 0.0007141424272818455, "loss": 1.455, "theoretical_loss": 3.6893246718241106, "tokens_seen": 967114752 }, { "epoch": 0.29, "learning_rate": 0.000714122367101304, "loss": 1.517, "theoretical_loss": 3.689300918085111, "tokens_seen": 967180288 }, { "epoch": 0.29, "learning_rate": 0.0007141023069207622, "loss": 1.4716, "theoretical_loss": 3.689277166406246, "tokens_seen": 967245824 }, { "epoch": 0.29, "learning_rate": 0.0007140822467402207, "loss": 1.5297, "theoretical_loss": 3.689253416787197, "tokens_seen": 967311360 }, { "epoch": 0.29, "learning_rate": 0.0007140621865596791, "loss": 1.4901, "theoretical_loss": 3.6892296692276467, "tokens_seen": 967376896 }, { "epoch": 0.29, "learning_rate": 0.0007140421263791374, "loss": 1.4543, "theoretical_loss": 3.6892059237272763, "tokens_seen": 967442432 }, { "epoch": 0.29, "learning_rate": 0.0007140220661985958, "loss": 1.4914, "theoretical_loss": 3.6891821802857687, "tokens_seen": 967507968 }, { "epoch": 0.29, "learning_rate": 0.0007140020060180543, "loss": 1.5454, "theoretical_loss": 3.6891584389028047, "tokens_seen": 967573504 }, { "epoch": 0.29, "learning_rate": 0.0007139819458375125, "loss": 1.4353, "theoretical_loss": 3.689134699578067, "tokens_seen": 967639040 }, { "epoch": 0.29, "learning_rate": 0.000713961885656971, "loss": 1.5163, "theoretical_loss": 3.689110962311238, "tokens_seen": 967704576 }, { "epoch": 0.29, "learning_rate": 0.0007139418254764292, "loss": 1.5782, "theoretical_loss": 3.689087227101999, "tokens_seen": 967770112 }, { "epoch": 0.29, "learning_rate": 0.0007139217652958877, "loss": 1.579, "theoretical_loss": 3.689063493950034, "tokens_seen": 967835648 }, { "epoch": 0.29, "learning_rate": 0.0007139017051153461, "loss": 1.523, "theoretical_loss": 3.6890397628550247, "tokens_seen": 967901184 }, { "epoch": 0.29, "learning_rate": 0.0007138816449348044, "loss": 1.458, "theoretical_loss": 3.689016033816652, "tokens_seen": 967966720 }, { "epoch": 0.29, "learning_rate": 0.0007138615847542628, "loss": 1.5139, "theoretical_loss": 3.688992306834601, "tokens_seen": 968032256 }, { "epoch": 0.29, "learning_rate": 0.0007138415245737212, "loss": 1.5914, "theoretical_loss": 3.6889685819085525, "tokens_seen": 968097792 }, { "epoch": 0.29, "learning_rate": 0.0007138214643931795, "loss": 1.4902, "theoretical_loss": 3.6889448590381893, "tokens_seen": 968163328 }, { "epoch": 0.29, "learning_rate": 0.000713801404212638, "loss": 1.6197, "theoretical_loss": 3.6889211382231952, "tokens_seen": 968228864 }, { "epoch": 0.29, "learning_rate": 0.0007137813440320962, "loss": 1.5345, "theoretical_loss": 3.6888974194632524, "tokens_seen": 968294400 }, { "epoch": 0.29, "learning_rate": 0.0007137612838515547, "loss": 1.5105, "theoretical_loss": 3.688873702758044, "tokens_seen": 968359936 }, { "epoch": 0.29, "learning_rate": 0.000713741223671013, "loss": 1.5818, "theoretical_loss": 3.6888499881072523, "tokens_seen": 968425472 }, { "epoch": 0.29, "learning_rate": 0.0007137211634904714, "loss": 1.3664, "theoretical_loss": 3.6888262755105607, "tokens_seen": 968491008 }, { "epoch": 0.29, "learning_rate": 0.0007137011033099298, "loss": 1.5734, "theoretical_loss": 3.688802564967653, "tokens_seen": 968556544 }, { "epoch": 0.29, "learning_rate": 0.0007136810431293882, "loss": 1.5054, "theoretical_loss": 3.688778856478211, "tokens_seen": 968622080 }, { "epoch": 0.29, "learning_rate": 0.0007136609829488465, "loss": 1.4976, "theoretical_loss": 3.688755150041919, "tokens_seen": 968687616 }, { "epoch": 0.29, "learning_rate": 0.000713640922768305, "loss": 1.4187, "theoretical_loss": 3.68873144565846, "tokens_seen": 968753152 }, { "epoch": 0.29, "learning_rate": 0.0007136208625877632, "loss": 1.5956, "theoretical_loss": 3.6887077433275177, "tokens_seen": 968818688 }, { "epoch": 0.29, "learning_rate": 0.0007136008024072217, "loss": 1.5633, "theoretical_loss": 3.6886840430487746, "tokens_seen": 968884224 }, { "epoch": 0.29, "learning_rate": 0.00071358074222668, "loss": 1.6159, "theoretical_loss": 3.6886603448219155, "tokens_seen": 968949760 }, { "epoch": 0.29, "learning_rate": 0.0007135606820461384, "loss": 1.5579, "theoretical_loss": 3.688636648646623, "tokens_seen": 969015296 }, { "epoch": 0.29, "learning_rate": 0.0007135406218655968, "loss": 1.3964, "theoretical_loss": 3.688612954522581, "tokens_seen": 969080832 }, { "epoch": 0.29, "learning_rate": 0.0007135205616850552, "loss": 1.3949, "theoretical_loss": 3.688589262449474, "tokens_seen": 969146368 }, { "epoch": 0.29, "learning_rate": 0.0007135005015045135, "loss": 1.6, "theoretical_loss": 3.6885655724269846, "tokens_seen": 969211904 }, { "epoch": 0.29, "learning_rate": 0.0007134804413239719, "loss": 1.524, "theoretical_loss": 3.6885418844547972, "tokens_seen": 969277440 }, { "epoch": 0.29, "learning_rate": 0.0007134603811434303, "loss": 1.5348, "theoretical_loss": 3.688518198532596, "tokens_seen": 969342976 }, { "epoch": 0.29, "learning_rate": 0.0007134403209628887, "loss": 1.5366, "theoretical_loss": 3.6884945146600643, "tokens_seen": 969408512 }, { "epoch": 0.29, "learning_rate": 0.000713420260782347, "loss": 1.5684, "theoretical_loss": 3.688470832836887, "tokens_seen": 969474048 }, { "epoch": 0.29, "learning_rate": 0.0007134002006018055, "loss": 1.4988, "theoretical_loss": 3.6884471530627483, "tokens_seen": 969539584 }, { "epoch": 0.29, "learning_rate": 0.0007133801404212637, "loss": 1.4683, "theoretical_loss": 3.6884234753373315, "tokens_seen": 969605120 }, { "epoch": 0.29, "learning_rate": 0.0007133600802407222, "loss": 1.5252, "theoretical_loss": 3.6883997996603215, "tokens_seen": 969670656 }, { "epoch": 0.29, "learning_rate": 0.0007133400200601805, "loss": 1.506, "theoretical_loss": 3.688376126031403, "tokens_seen": 969736192 }, { "epoch": 0.29, "learning_rate": 0.0007133199598796389, "loss": 1.4747, "theoretical_loss": 3.6883524544502597, "tokens_seen": 969801728 }, { "epoch": 0.29, "learning_rate": 0.0007132998996990973, "loss": 1.6272, "theoretical_loss": 3.6883287849165765, "tokens_seen": 969867264 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.4915783405303955, "objective/train/docs_used": 356486, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4019124507904053, "objective/train/original_loss": 1.4019124507904053, "objective/train/theoretical_loss": 3.688305117430038, "objective/train/tokens_used": 990392800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2424534112215042, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050390362739563, "objective/train/weighted_lm_loss": 1.4725009202957153, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.688305117430038, "tokens_seen": 969932800 }, { "epoch": 0.29, "learning_rate": 0.0007132798395185557, "loss": 1.4963, "theoretical_loss": 3.688305117430038, "tokens_seen": 969932800 }, { "epoch": 0.29, "learning_rate": 0.000713259779338014, "loss": 1.4572, "theoretical_loss": 3.688281451990328, "tokens_seen": 969998336 }, { "epoch": 0.29, "learning_rate": 0.0007132397191574725, "loss": 1.4617, "theoretical_loss": 3.6882577885971326, "tokens_seen": 970063872 }, { "epoch": 0.29, "learning_rate": 0.0007132196589769307, "loss": 1.5957, "theoretical_loss": 3.688234127250136, "tokens_seen": 970129408 }, { "epoch": 0.29, "learning_rate": 0.0007131995987963892, "loss": 1.5722, "theoretical_loss": 3.688210467949023, "tokens_seen": 970194944 }, { "epoch": 0.29, "learning_rate": 0.0007131795386158477, "loss": 1.44, "theoretical_loss": 3.6881868106934785, "tokens_seen": 970260480 }, { "epoch": 0.29, "learning_rate": 0.0007131594784353059, "loss": 1.5456, "theoretical_loss": 3.688163155483187, "tokens_seen": 970326016 }, { "epoch": 0.29, "learning_rate": 0.0007131394182547644, "loss": 1.6113, "theoretical_loss": 3.6881395023178345, "tokens_seen": 970391552 }, { "epoch": 0.29, "learning_rate": 0.0007131193580742226, "loss": 1.45, "theoretical_loss": 3.6881158511971055, "tokens_seen": 970457088 }, { "epoch": 0.29, "learning_rate": 0.0007130992978936811, "loss": 1.4657, "theoretical_loss": 3.6880922021206857, "tokens_seen": 970522624 }, { "epoch": 0.29, "learning_rate": 0.0007130792377131395, "loss": 1.5437, "theoretical_loss": 3.68806855508826, "tokens_seen": 970588160 }, { "epoch": 0.29, "learning_rate": 0.0007130591775325978, "loss": 1.4395, "theoretical_loss": 3.6880449100995136, "tokens_seen": 970653696 }, { "epoch": 0.29, "learning_rate": 0.0007130391173520562, "loss": 1.662, "theoretical_loss": 3.6880212671541326, "tokens_seen": 970719232 }, { "epoch": 0.29, "learning_rate": 0.0007130190571715147, "loss": 1.5585, "theoretical_loss": 3.6879976262518017, "tokens_seen": 970784768 }, { "epoch": 0.29, "learning_rate": 0.0007129989969909729, "loss": 1.498, "theoretical_loss": 3.6879739873922066, "tokens_seen": 970850304 }, { "epoch": 0.29, "learning_rate": 0.0007129789368104314, "loss": 1.5178, "theoretical_loss": 3.6879503505750333, "tokens_seen": 970915840 }, { "epoch": 0.29, "learning_rate": 0.0007129588766298896, "loss": 1.5582, "theoretical_loss": 3.687926715799967, "tokens_seen": 970981376 }, { "epoch": 0.29, "learning_rate": 0.0007129388164493481, "loss": 1.5256, "theoretical_loss": 3.6879030830666943, "tokens_seen": 971046912 }, { "epoch": 0.29, "learning_rate": 0.0007129187562688065, "loss": 1.4763, "theoretical_loss": 3.6878794523749, "tokens_seen": 971112448 }, { "epoch": 0.29, "learning_rate": 0.0007128986960882648, "loss": 1.5922, "theoretical_loss": 3.68785582372427, "tokens_seen": 971177984 }, { "epoch": 0.29, "learning_rate": 0.0007128786359077232, "loss": 1.4955, "theoretical_loss": 3.687832197114491, "tokens_seen": 971243520 }, { "epoch": 0.29, "learning_rate": 0.0007128585757271816, "loss": 1.6199, "theoretical_loss": 3.687808572545249, "tokens_seen": 971309056 }, { "epoch": 0.29, "learning_rate": 0.0007128385155466399, "loss": 1.4695, "theoretical_loss": 3.68778495001623, "tokens_seen": 971374592 }, { "epoch": 0.29, "learning_rate": 0.0007128184553660984, "loss": 1.5901, "theoretical_loss": 3.6877613295271194, "tokens_seen": 971440128 }, { "epoch": 0.29, "learning_rate": 0.0007127983951855566, "loss": 1.5788, "theoretical_loss": 3.687737711077605, "tokens_seen": 971505664 }, { "epoch": 0.29, "learning_rate": 0.0007127783350050151, "loss": 1.5029, "theoretical_loss": 3.6877140946673714, "tokens_seen": 971571200 }, { "epoch": 0.29, "learning_rate": 0.0007127582748244734, "loss": 1.5879, "theoretical_loss": 3.6876904802961064, "tokens_seen": 971636736 }, { "epoch": 0.29, "learning_rate": 0.0007127382146439318, "loss": 1.4919, "theoretical_loss": 3.687666867963495, "tokens_seen": 971702272 }, { "epoch": 0.29, "learning_rate": 0.0007127181544633902, "loss": 1.4733, "theoretical_loss": 3.687643257669225, "tokens_seen": 971767808 }, { "epoch": 0.29, "learning_rate": 0.0007126980942828486, "loss": 1.5545, "theoretical_loss": 3.6876196494129827, "tokens_seen": 971833344 }, { "epoch": 0.29, "learning_rate": 0.0007126780341023069, "loss": 1.5352, "theoretical_loss": 3.6875960431944543, "tokens_seen": 971898880 }, { "epoch": 0.29, "learning_rate": 0.0007126579739217654, "loss": 1.4885, "theoretical_loss": 3.6875724390133273, "tokens_seen": 971964416 }, { "epoch": 0.29, "learning_rate": 0.0007126379137412236, "loss": 1.5742, "theoretical_loss": 3.6875488368692877, "tokens_seen": 972029952 }, { "epoch": 0.29, "learning_rate": 0.0007126178535606821, "loss": 1.4737, "theoretical_loss": 3.6875252367620224, "tokens_seen": 972095488 }, { "epoch": 0.29, "learning_rate": 0.0007125977933801404, "loss": 1.5961, "theoretical_loss": 3.687501638691219, "tokens_seen": 972161024 }, { "epoch": 0.29, "learning_rate": 0.0007125777331995988, "loss": 1.5005, "theoretical_loss": 3.687478042656564, "tokens_seen": 972226560 }, { "epoch": 0.29, "learning_rate": 0.0007125576730190572, "loss": 1.4064, "theoretical_loss": 3.687454448657745, "tokens_seen": 972292096 }, { "epoch": 0.29, "learning_rate": 0.0007125376128385156, "loss": 1.4909, "theoretical_loss": 3.6874308566944487, "tokens_seen": 972357632 }, { "epoch": 0.29, "learning_rate": 0.0007125175526579739, "loss": 1.5798, "theoretical_loss": 3.6874072667663618, "tokens_seen": 972423168 }, { "epoch": 0.29, "learning_rate": 0.0007124974924774323, "loss": 1.4058, "theoretical_loss": 3.6873836788731724, "tokens_seen": 972488704 }, { "epoch": 0.29, "learning_rate": 0.0007124774322968907, "loss": 1.5979, "theoretical_loss": 3.687360093014568, "tokens_seen": 972554240 }, { "epoch": 0.29, "learning_rate": 0.0007124573721163491, "loss": 1.4624, "theoretical_loss": 3.687336509190235, "tokens_seen": 972619776 }, { "epoch": 0.29, "learning_rate": 0.0007124373119358074, "loss": 1.5319, "theoretical_loss": 3.687312927399862, "tokens_seen": 972685312 }, { "epoch": 0.29, "learning_rate": 0.0007124172517552659, "loss": 1.602, "theoretical_loss": 3.6872893476431363, "tokens_seen": 972750848 }, { "epoch": 0.29, "learning_rate": 0.0007123971915747241, "loss": 1.4596, "theoretical_loss": 3.687265769919745, "tokens_seen": 972816384 }, { "epoch": 0.29, "learning_rate": 0.0007123771313941826, "loss": 1.6276, "theoretical_loss": 3.687242194229376, "tokens_seen": 972881920 }, { "epoch": 0.29, "learning_rate": 0.0007123570712136409, "loss": 1.3834, "theoretical_loss": 3.6872186205717172, "tokens_seen": 972947456 }, { "epoch": 0.29, "learning_rate": 0.0007123370110330993, "loss": 1.4983, "theoretical_loss": 3.6871950489464567, "tokens_seen": 973012992 }, { "epoch": 0.29, "learning_rate": 0.0007123169508525577, "loss": 1.6425, "theoretical_loss": 3.6871714793532826, "tokens_seen": 973078528 }, { "epoch": 0.29, "learning_rate": 0.0007122968906720161, "loss": 1.6462, "theoretical_loss": 3.6871479117918815, "tokens_seen": 973144064 }, { "epoch": 0.29, "objective/train/advantage_avg": 0.493865042924881, "objective/train/docs_used": 357717, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5046820640563965, "objective/train/original_loss": 1.5046823024749756, "objective/train/theoretical_loss": 3.6871243462619425, "objective/train/tokens_used": 993669600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24422094225883484, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506280660629272, "objective/train/weighted_lm_loss": 1.5807726383209229, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6871243462619425, "tokens_seen": 973209600 }, { "epoch": 0.29, "learning_rate": 0.0007122768304914744, "loss": 1.6303, "theoretical_loss": 3.6871243462619425, "tokens_seen": 973209600 }, { "epoch": 0.29, "learning_rate": 0.0007122567703109329, "loss": 1.5534, "theoretical_loss": 3.687100782763154, "tokens_seen": 973275136 }, { "epoch": 0.29, "learning_rate": 0.0007122367101303911, "loss": 1.4476, "theoretical_loss": 3.687077221295203, "tokens_seen": 973340672 }, { "epoch": 0.29, "learning_rate": 0.0007122166499498496, "loss": 1.4619, "theoretical_loss": 3.6870536618577794, "tokens_seen": 973406208 }, { "epoch": 0.29, "learning_rate": 0.0007121965897693079, "loss": 1.5644, "theoretical_loss": 3.68703010445057, "tokens_seen": 973471744 }, { "epoch": 0.3, "learning_rate": 0.0007121765295887663, "loss": 1.4556, "theoretical_loss": 3.687006549073264, "tokens_seen": 973537280 }, { "epoch": 0.3, "learning_rate": 0.0007121564694082247, "loss": 1.4248, "theoretical_loss": 3.6869829957255496, "tokens_seen": 973602816 }, { "epoch": 0.3, "learning_rate": 0.000712136409227683, "loss": 1.5295, "theoretical_loss": 3.6869594444071154, "tokens_seen": 973668352 }, { "epoch": 0.3, "learning_rate": 0.0007121163490471414, "loss": 1.5446, "theoretical_loss": 3.6869358951176503, "tokens_seen": 973733888 }, { "epoch": 0.3, "learning_rate": 0.0007120962888665999, "loss": 1.5206, "theoretical_loss": 3.686912347856842, "tokens_seen": 973799424 }, { "epoch": 0.3, "learning_rate": 0.0007120762286860581, "loss": 1.4104, "theoretical_loss": 3.68688880262438, "tokens_seen": 973864960 }, { "epoch": 0.3, "learning_rate": 0.0007120561685055166, "loss": 1.5149, "theoretical_loss": 3.686865259419953, "tokens_seen": 973930496 }, { "epoch": 0.3, "learning_rate": 0.0007120361083249748, "loss": 1.4399, "theoretical_loss": 3.68684171824325, "tokens_seen": 973996032 }, { "epoch": 0.3, "learning_rate": 0.0007120160481444333, "loss": 1.5794, "theoretical_loss": 3.68681817909396, "tokens_seen": 974061568 }, { "epoch": 0.3, "learning_rate": 0.0007119959879638917, "loss": 1.3871, "theoretical_loss": 3.6867946419717716, "tokens_seen": 974127104 }, { "epoch": 0.3, "learning_rate": 0.00071197592778335, "loss": 1.4623, "theoretical_loss": 3.6867711068763738, "tokens_seen": 974192640 }, { "epoch": 0.3, "learning_rate": 0.0007119558676028084, "loss": 1.5266, "theoretical_loss": 3.686747573807456, "tokens_seen": 974258176 }, { "epoch": 0.3, "learning_rate": 0.0007119358074222669, "loss": 1.5587, "theoretical_loss": 3.686724042764708, "tokens_seen": 974323712 }, { "epoch": 0.3, "learning_rate": 0.0007119157472417251, "loss": 1.3967, "theoretical_loss": 3.6867005137478177, "tokens_seen": 974389248 }, { "epoch": 0.3, "learning_rate": 0.0007118956870611836, "loss": 1.6201, "theoretical_loss": 3.686676986756476, "tokens_seen": 974454784 }, { "epoch": 0.3, "learning_rate": 0.0007118756268806418, "loss": 1.4837, "theoretical_loss": 3.686653461790371, "tokens_seen": 974520320 }, { "epoch": 0.3, "learning_rate": 0.0007118555667001003, "loss": 1.5289, "theoretical_loss": 3.686629938849193, "tokens_seen": 974585856 }, { "epoch": 0.3, "learning_rate": 0.0007118355065195587, "loss": 1.6583, "theoretical_loss": 3.686606417932631, "tokens_seen": 974651392 }, { "epoch": 0.3, "learning_rate": 0.000711815446339017, "loss": 1.4261, "theoretical_loss": 3.6865828990403755, "tokens_seen": 974716928 }, { "epoch": 0.3, "learning_rate": 0.0007117953861584754, "loss": 1.5295, "theoretical_loss": 3.686559382172115, "tokens_seen": 974782464 }, { "epoch": 0.3, "learning_rate": 0.0007117753259779338, "loss": 1.4838, "theoretical_loss": 3.6865358673275406, "tokens_seen": 974848000 }, { "epoch": 0.3, "learning_rate": 0.0007117552657973921, "loss": 1.5026, "theoretical_loss": 3.6865123545063403, "tokens_seen": 974913536 }, { "epoch": 0.3, "learning_rate": 0.0007117352056168506, "loss": 1.5566, "theoretical_loss": 3.686488843708206, "tokens_seen": 974979072 }, { "epoch": 0.3, "learning_rate": 0.0007117151454363089, "loss": 1.5646, "theoretical_loss": 3.6864653349328265, "tokens_seen": 975044608 }, { "epoch": 0.3, "learning_rate": 0.0007116950852557673, "loss": 1.5365, "theoretical_loss": 3.686441828179892, "tokens_seen": 975110144 }, { "epoch": 0.3, "learning_rate": 0.0007116750250752258, "loss": 1.6184, "theoretical_loss": 3.686418323449093, "tokens_seen": 975175680 }, { "epoch": 0.3, "learning_rate": 0.000711654964894684, "loss": 1.5256, "theoretical_loss": 3.6863948207401194, "tokens_seen": 975241216 }, { "epoch": 0.3, "learning_rate": 0.0007116349047141425, "loss": 1.5608, "theoretical_loss": 3.686371320052661, "tokens_seen": 975306752 }, { "epoch": 0.3, "learning_rate": 0.0007116148445336008, "loss": 1.5196, "theoretical_loss": 3.6863478213864087, "tokens_seen": 975372288 }, { "epoch": 0.3, "learning_rate": 0.0007115947843530592, "loss": 1.6116, "theoretical_loss": 3.6863243247410526, "tokens_seen": 975437824 }, { "epoch": 0.3, "learning_rate": 0.0007115747241725176, "loss": 1.522, "theoretical_loss": 3.6863008301162834, "tokens_seen": 975503360 }, { "epoch": 0.3, "learning_rate": 0.000711554663991976, "loss": 1.407, "theoretical_loss": 3.6862773375117914, "tokens_seen": 975568896 }, { "epoch": 0.3, "learning_rate": 0.0007115346038114343, "loss": 1.4755, "theoretical_loss": 3.6862538469272668, "tokens_seen": 975634432 }, { "epoch": 0.3, "learning_rate": 0.0007115145436308927, "loss": 1.5954, "theoretical_loss": 3.686230358362401, "tokens_seen": 975699968 }, { "epoch": 0.3, "learning_rate": 0.0007114944834503511, "loss": 1.5682, "theoretical_loss": 3.686206871816885, "tokens_seen": 975765504 }, { "epoch": 0.3, "learning_rate": 0.0007114744232698095, "loss": 1.5575, "theoretical_loss": 3.686183387290408, "tokens_seen": 975831040 }, { "epoch": 0.3, "learning_rate": 0.0007114543630892678, "loss": 1.5302, "theoretical_loss": 3.686159904782662, "tokens_seen": 975896576 }, { "epoch": 0.3, "learning_rate": 0.0007114343029087263, "loss": 1.3709, "theoretical_loss": 3.686136424293338, "tokens_seen": 975962112 }, { "epoch": 0.3, "learning_rate": 0.0007114142427281845, "loss": 1.5444, "theoretical_loss": 3.686112945822127, "tokens_seen": 976027648 }, { "epoch": 0.3, "learning_rate": 0.000711394182547643, "loss": 1.5209, "theoretical_loss": 3.686089469368719, "tokens_seen": 976093184 }, { "epoch": 0.3, "learning_rate": 0.0007113741223671013, "loss": 1.4657, "theoretical_loss": 3.6860659949328065, "tokens_seen": 976158720 }, { "epoch": 0.3, "learning_rate": 0.0007113540621865597, "loss": 1.5079, "theoretical_loss": 3.68604252251408, "tokens_seen": 976224256 }, { "epoch": 0.3, "learning_rate": 0.0007113340020060181, "loss": 1.498, "theoretical_loss": 3.686019052112231, "tokens_seen": 976289792 }, { "epoch": 0.3, "learning_rate": 0.0007113139418254765, "loss": 1.4762, "theoretical_loss": 3.6859955837269505, "tokens_seen": 976355328 }, { "epoch": 0.3, "learning_rate": 0.0007112938816449348, "loss": 1.5314, "theoretical_loss": 3.68597211735793, "tokens_seen": 976420864 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49381908774375916, "objective/train/docs_used": 358882, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2823368310928345, "objective/train/original_loss": 1.282336711883545, "objective/train/theoretical_loss": 3.6859486530048615, "objective/train/tokens_used": 996946400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24406789243221283, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050622820854187, "objective/train/weighted_lm_loss": 1.347160816192627, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.6859486530048615, "tokens_seen": 976486400 }, { "epoch": 0.3, "learning_rate": 0.0007112738214643933, "loss": 1.4937, "theoretical_loss": 3.6859486530048615, "tokens_seen": 976486400 }, { "epoch": 0.3, "learning_rate": 0.0007112537612838515, "loss": 1.556, "theoretical_loss": 3.6859251906674357, "tokens_seen": 976551936 }, { "epoch": 0.3, "learning_rate": 0.00071123370110331, "loss": 1.4657, "theoretical_loss": 3.6859017303453445, "tokens_seen": 976617472 }, { "epoch": 0.3, "learning_rate": 0.0007112136409227683, "loss": 1.4871, "theoretical_loss": 3.6858782720382797, "tokens_seen": 976683008 }, { "epoch": 0.3, "learning_rate": 0.0007111935807422267, "loss": 1.4716, "theoretical_loss": 3.685854815745933, "tokens_seen": 976748544 }, { "epoch": 0.3, "learning_rate": 0.0007111735205616851, "loss": 1.5137, "theoretical_loss": 3.6858313614679963, "tokens_seen": 976814080 }, { "epoch": 0.3, "learning_rate": 0.0007111534603811434, "loss": 1.5277, "theoretical_loss": 3.6858079092041613, "tokens_seen": 976879616 }, { "epoch": 0.3, "learning_rate": 0.0007111334002006018, "loss": 1.5512, "theoretical_loss": 3.68578445895412, "tokens_seen": 976945152 }, { "epoch": 0.3, "learning_rate": 0.0007111133400200603, "loss": 1.4875, "theoretical_loss": 3.6857610107175645, "tokens_seen": 977010688 }, { "epoch": 0.3, "learning_rate": 0.0007110932798395185, "loss": 1.6624, "theoretical_loss": 3.6857375644941865, "tokens_seen": 977076224 }, { "epoch": 0.3, "learning_rate": 0.000711073219658977, "loss": 1.604, "theoretical_loss": 3.685714120283679, "tokens_seen": 977141760 }, { "epoch": 0.3, "learning_rate": 0.0007110531594784352, "loss": 1.4726, "theoretical_loss": 3.6856906780857326, "tokens_seen": 977207296 }, { "epoch": 0.3, "learning_rate": 0.0007110330992978937, "loss": 1.5451, "theoretical_loss": 3.6856672379000415, "tokens_seen": 977272832 }, { "epoch": 0.3, "learning_rate": 0.0007110130391173521, "loss": 1.6018, "theoretical_loss": 3.6856437997262974, "tokens_seen": 977338368 }, { "epoch": 0.3, "learning_rate": 0.0007109929789368104, "loss": 1.6091, "theoretical_loss": 3.6856203635641918, "tokens_seen": 977403904 }, { "epoch": 0.3, "learning_rate": 0.0007109729187562688, "loss": 1.4354, "theoretical_loss": 3.685596929413418, "tokens_seen": 977469440 }, { "epoch": 0.3, "learning_rate": 0.0007109528585757273, "loss": 1.59, "theoretical_loss": 3.6855734972736682, "tokens_seen": 977534976 }, { "epoch": 0.3, "learning_rate": 0.0007109327983951855, "loss": 1.536, "theoretical_loss": 3.6855500671446357, "tokens_seen": 977600512 }, { "epoch": 0.3, "learning_rate": 0.000710912738214644, "loss": 1.4602, "theoretical_loss": 3.6855266390260124, "tokens_seen": 977666048 }, { "epoch": 0.3, "learning_rate": 0.0007108926780341022, "loss": 1.4475, "theoretical_loss": 3.6855032129174914, "tokens_seen": 977731584 }, { "epoch": 0.3, "learning_rate": 0.0007108726178535607, "loss": 1.4526, "theoretical_loss": 3.685479788818766, "tokens_seen": 977797120 }, { "epoch": 0.3, "learning_rate": 0.0007108525576730191, "loss": 1.4673, "theoretical_loss": 3.685456366729528, "tokens_seen": 977862656 }, { "epoch": 0.3, "learning_rate": 0.0007108324974924774, "loss": 1.436, "theoretical_loss": 3.6854329466494704, "tokens_seen": 977928192 }, { "epoch": 0.3, "learning_rate": 0.0007108124373119358, "loss": 1.6083, "theoretical_loss": 3.6854095285782877, "tokens_seen": 977993728 }, { "epoch": 0.3, "learning_rate": 0.0007107923771313942, "loss": 1.6763, "theoretical_loss": 3.6853861125156717, "tokens_seen": 978059264 }, { "epoch": 0.3, "learning_rate": 0.0007107723169508525, "loss": 1.5396, "theoretical_loss": 3.685362698461316, "tokens_seen": 978124800 }, { "epoch": 0.3, "learning_rate": 0.000710752256770311, "loss": 1.4352, "theoretical_loss": 3.685339286414913, "tokens_seen": 978190336 }, { "epoch": 0.3, "learning_rate": 0.0007107321965897693, "loss": 1.5436, "theoretical_loss": 3.6853158763761575, "tokens_seen": 978255872 }, { "epoch": 0.3, "learning_rate": 0.0007107121364092277, "loss": 1.5501, "theoretical_loss": 3.6852924683447412, "tokens_seen": 978321408 }, { "epoch": 0.3, "learning_rate": 0.0007106920762286861, "loss": 1.4814, "theoretical_loss": 3.6852690623203594, "tokens_seen": 978386944 }, { "epoch": 0.3, "learning_rate": 0.0007106720160481445, "loss": 1.4577, "theoretical_loss": 3.685245658302704, "tokens_seen": 978452480 }, { "epoch": 0.3, "learning_rate": 0.0007106519558676028, "loss": 1.4796, "theoretical_loss": 3.6852222562914694, "tokens_seen": 978518016 }, { "epoch": 0.3, "learning_rate": 0.0007106318956870612, "loss": 1.5002, "theoretical_loss": 3.6851988562863482, "tokens_seen": 978583552 }, { "epoch": 0.3, "learning_rate": 0.0007106118355065195, "loss": 1.5412, "theoretical_loss": 3.685175458287036, "tokens_seen": 978649088 }, { "epoch": 0.3, "learning_rate": 0.000710591775325978, "loss": 1.4973, "theoretical_loss": 3.6851520622932243, "tokens_seen": 978714624 }, { "epoch": 0.3, "learning_rate": 0.0007105717151454363, "loss": 1.4367, "theoretical_loss": 3.6851286683046087, "tokens_seen": 978780160 }, { "epoch": 0.3, "learning_rate": 0.0007105516549648947, "loss": 1.6395, "theoretical_loss": 3.6851052763208823, "tokens_seen": 978845696 }, { "epoch": 0.3, "learning_rate": 0.000710531594784353, "loss": 1.51, "theoretical_loss": 3.6850818863417394, "tokens_seen": 978911232 }, { "epoch": 0.3, "learning_rate": 0.0007105115346038115, "loss": 1.3317, "theoretical_loss": 3.6850584983668737, "tokens_seen": 978976768 }, { "epoch": 0.3, "learning_rate": 0.0007104914744232698, "loss": 1.5522, "theoretical_loss": 3.6850351123959793, "tokens_seen": 979042304 }, { "epoch": 0.3, "learning_rate": 0.0007104714142427282, "loss": 1.4807, "theoretical_loss": 3.6850117284287505, "tokens_seen": 979107840 }, { "epoch": 0.3, "learning_rate": 0.0007104513540621865, "loss": 1.4754, "theoretical_loss": 3.684988346464882, "tokens_seen": 979173376 }, { "epoch": 0.3, "learning_rate": 0.0007104312938816449, "loss": 1.396, "theoretical_loss": 3.684964966504067, "tokens_seen": 979238912 }, { "epoch": 0.3, "learning_rate": 0.0007104112337011033, "loss": 1.4126, "theoretical_loss": 3.6849415885460006, "tokens_seen": 979304448 }, { "epoch": 0.3, "learning_rate": 0.0007103911735205617, "loss": 1.4937, "theoretical_loss": 3.6849182125903774, "tokens_seen": 979369984 }, { "epoch": 0.3, "learning_rate": 0.00071037111334002, "loss": 1.4838, "theoretical_loss": 3.6848948386368914, "tokens_seen": 979435520 }, { "epoch": 0.3, "learning_rate": 0.0007103510531594785, "loss": 1.5637, "theoretical_loss": 3.684871466685238, "tokens_seen": 979501056 }, { "epoch": 0.3, "learning_rate": 0.0007103309929789368, "loss": 1.6011, "theoretical_loss": 3.6848480967351107, "tokens_seen": 979566592 }, { "epoch": 0.3, "learning_rate": 0.0007103109327983952, "loss": 1.5899, "theoretical_loss": 3.6848247287862046, "tokens_seen": 979632128 }, { "epoch": 0.3, "learning_rate": 0.0007102908726178535, "loss": 1.6488, "theoretical_loss": 3.684801362838215, "tokens_seen": 979697664 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.4935358464717865, "objective/train/docs_used": 360128, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5310640335083008, "objective/train/original_loss": 1.5310640335083008, "objective/train/theoretical_loss": 3.6847779988908362, "objective/train/tokens_used": 1000223200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2439456731081009, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050593614578247, "objective/train/weighted_lm_loss": 1.6085599660873413, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6847779988908362, "tokens_seen": 979763200 }, { "epoch": 0.3, "learning_rate": 0.0007102708124373119, "loss": 1.538, "theoretical_loss": 3.6847779988908362, "tokens_seen": 979763200 }, { "epoch": 0.3, "learning_rate": 0.0007102507522567703, "loss": 1.52, "theoretical_loss": 3.6847546369437634, "tokens_seen": 979828736 }, { "epoch": 0.3, "learning_rate": 0.0007102306920762287, "loss": 1.4732, "theoretical_loss": 3.684731276996691, "tokens_seen": 979894272 }, { "epoch": 0.3, "learning_rate": 0.000710210631895687, "loss": 1.4793, "theoretical_loss": 3.684707919049315, "tokens_seen": 979959808 }, { "epoch": 0.3, "learning_rate": 0.0007101905717151455, "loss": 1.5547, "theoretical_loss": 3.6846845631013294, "tokens_seen": 980025344 }, { "epoch": 0.3, "learning_rate": 0.0007101705115346038, "loss": 1.5436, "theoretical_loss": 3.6846612091524302, "tokens_seen": 980090880 }, { "epoch": 0.3, "learning_rate": 0.0007101504513540622, "loss": 1.5141, "theoretical_loss": 3.684637857202312, "tokens_seen": 980156416 }, { "epoch": 0.3, "learning_rate": 0.0007101303911735207, "loss": 1.465, "theoretical_loss": 3.6846145072506715, "tokens_seen": 980221952 }, { "epoch": 0.3, "learning_rate": 0.0007101103309929789, "loss": 1.5424, "theoretical_loss": 3.6845911592972023, "tokens_seen": 980287488 }, { "epoch": 0.3, "learning_rate": 0.0007100902708124374, "loss": 1.4714, "theoretical_loss": 3.6845678133416007, "tokens_seen": 980353024 }, { "epoch": 0.3, "learning_rate": 0.0007100702106318956, "loss": 1.5499, "theoretical_loss": 3.684544469383562, "tokens_seen": 980418560 }, { "epoch": 0.3, "learning_rate": 0.0007100501504513541, "loss": 1.4614, "theoretical_loss": 3.684521127422782, "tokens_seen": 980484096 }, { "epoch": 0.3, "learning_rate": 0.0007100300902708125, "loss": 1.4827, "theoretical_loss": 3.684497787458956, "tokens_seen": 980549632 }, { "epoch": 0.3, "learning_rate": 0.0007100100300902708, "loss": 1.4183, "theoretical_loss": 3.68447444949178, "tokens_seen": 980615168 }, { "epoch": 0.3, "learning_rate": 0.0007099899699097292, "loss": 1.5433, "theoretical_loss": 3.6844511135209497, "tokens_seen": 980680704 }, { "epoch": 0.3, "learning_rate": 0.0007099699097291877, "loss": 1.5302, "theoretical_loss": 3.6844277795461613, "tokens_seen": 980746240 }, { "epoch": 0.3, "learning_rate": 0.0007099498495486459, "loss": 1.4961, "theoretical_loss": 3.68440444756711, "tokens_seen": 980811776 }, { "epoch": 0.3, "learning_rate": 0.0007099297893681044, "loss": 1.4829, "theoretical_loss": 3.6843811175834915, "tokens_seen": 980877312 }, { "epoch": 0.3, "learning_rate": 0.0007099097291875626, "loss": 1.47, "theoretical_loss": 3.684357789595003, "tokens_seen": 980942848 }, { "epoch": 0.3, "learning_rate": 0.0007098896690070211, "loss": 1.5389, "theoretical_loss": 3.68433446360134, "tokens_seen": 981008384 }, { "epoch": 0.3, "learning_rate": 0.0007098696088264795, "loss": 1.5265, "theoretical_loss": 3.6843111396021992, "tokens_seen": 981073920 }, { "epoch": 0.3, "learning_rate": 0.0007098495486459378, "loss": 1.5883, "theoretical_loss": 3.6842878175972755, "tokens_seen": 981139456 }, { "epoch": 0.3, "learning_rate": 0.0007098294884653962, "loss": 1.5037, "theoretical_loss": 3.684264497586266, "tokens_seen": 981204992 }, { "epoch": 0.3, "learning_rate": 0.0007098094282848546, "loss": 1.5438, "theoretical_loss": 3.684241179568868, "tokens_seen": 981270528 }, { "epoch": 0.3, "learning_rate": 0.0007097893681043129, "loss": 1.5435, "theoretical_loss": 3.6842178635447764, "tokens_seen": 981336064 }, { "epoch": 0.3, "learning_rate": 0.0007097693079237714, "loss": 1.6123, "theoretical_loss": 3.6841945495136885, "tokens_seen": 981401600 }, { "epoch": 0.3, "learning_rate": 0.0007097492477432297, "loss": 1.4413, "theoretical_loss": 3.684171237475301, "tokens_seen": 981467136 }, { "epoch": 0.3, "learning_rate": 0.0007097291875626881, "loss": 1.466, "theoretical_loss": 3.6841479274293096, "tokens_seen": 981532672 }, { "epoch": 0.3, "learning_rate": 0.0007097091273821465, "loss": 1.6303, "theoretical_loss": 3.6841246193754125, "tokens_seen": 981598208 }, { "epoch": 0.3, "learning_rate": 0.0007096890672016049, "loss": 1.5475, "theoretical_loss": 3.684101313313305, "tokens_seen": 981663744 }, { "epoch": 0.3, "learning_rate": 0.0007096690070210632, "loss": 1.5015, "theoretical_loss": 3.6840780092426852, "tokens_seen": 981729280 }, { "epoch": 0.3, "learning_rate": 0.0007096489468405216, "loss": 1.5444, "theoretical_loss": 3.6840547071632486, "tokens_seen": 981794816 }, { "epoch": 0.3, "learning_rate": 0.0007096288866599799, "loss": 1.4455, "theoretical_loss": 3.684031407074694, "tokens_seen": 981860352 }, { "epoch": 0.3, "learning_rate": 0.0007096088264794384, "loss": 1.5032, "theoretical_loss": 3.6840081089767165, "tokens_seen": 981925888 }, { "epoch": 0.3, "learning_rate": 0.0007095887662988967, "loss": 1.5297, "theoretical_loss": 3.6839848128690145, "tokens_seen": 981991424 }, { "epoch": 0.3, "learning_rate": 0.0007095687061183551, "loss": 1.5064, "theoretical_loss": 3.6839615187512846, "tokens_seen": 982056960 }, { "epoch": 0.3, "learning_rate": 0.0007095486459378134, "loss": 1.5934, "theoretical_loss": 3.6839382266232237, "tokens_seen": 982122496 }, { "epoch": 0.3, "learning_rate": 0.0007095285857572719, "loss": 1.525, "theoretical_loss": 3.6839149364845305, "tokens_seen": 982188032 }, { "epoch": 0.3, "learning_rate": 0.0007095085255767302, "loss": 1.5764, "theoretical_loss": 3.683891648334901, "tokens_seen": 982253568 }, { "epoch": 0.3, "learning_rate": 0.0007094884653961886, "loss": 1.4934, "theoretical_loss": 3.6838683621740334, "tokens_seen": 982319104 }, { "epoch": 0.3, "learning_rate": 0.0007094684052156469, "loss": 1.4774, "theoretical_loss": 3.6838450780016245, "tokens_seen": 982384640 }, { "epoch": 0.3, "learning_rate": 0.0007094483450351053, "loss": 1.5853, "theoretical_loss": 3.683821795817372, "tokens_seen": 982450176 }, { "epoch": 0.3, "learning_rate": 0.0007094282848545637, "loss": 1.5721, "theoretical_loss": 3.6837985156209743, "tokens_seen": 982515712 }, { "epoch": 0.3, "learning_rate": 0.0007094082246740221, "loss": 1.574, "theoretical_loss": 3.6837752374121284, "tokens_seen": 982581248 }, { "epoch": 0.3, "learning_rate": 0.0007093881644934804, "loss": 1.6031, "theoretical_loss": 3.6837519611905325, "tokens_seen": 982646784 }, { "epoch": 0.3, "learning_rate": 0.0007093681043129389, "loss": 1.5645, "theoretical_loss": 3.6837286869558836, "tokens_seen": 982712320 }, { "epoch": 0.3, "learning_rate": 0.0007093480441323972, "loss": 1.5629, "theoretical_loss": 3.683705414707881, "tokens_seen": 982777856 }, { "epoch": 0.3, "learning_rate": 0.0007093279839518556, "loss": 1.5532, "theoretical_loss": 3.6836821444462213, "tokens_seen": 982843392 }, { "epoch": 0.3, "learning_rate": 0.000709307923771314, "loss": 1.4873, "theoretical_loss": 3.683658876170603, "tokens_seen": 982908928 }, { "epoch": 0.3, "learning_rate": 0.0007092878635907723, "loss": 1.4468, "theoretical_loss": 3.6836356098807244, "tokens_seen": 982974464 }, { "debugging/Compilability": 1.0, "debugging/distinct-1-grams": 0.7488293247094114, "debugging/entropy-1-grams": 5.349564433264487, "debugging/length": 462.46153846153845, "debugging/num_segments": 13, "debugging/raw_token_scores_avg": 0.00979544036090374, "debugging/raw_token_scores_std": 0.022818773984909058, "debugging/score": 0.0073770168052465215, "debugging/score_std": 0.0054551366535427, "epoch": 0.3, "objective/train/advantage_avg": 0.49020400643348694, "objective/train/docs_used": 361383, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.349044919013977, "objective/train/original_loss": 1.3490447998046875, "objective/train/theoretical_loss": 3.6836123455762837, "objective/train/tokens_used": 1003500000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24082081019878387, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050244688987732, "objective/train/weighted_lm_loss": 1.416857123374939, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6836123455762837, "tokens_seen": 983040000 }, { "epoch": 0.3, "learning_rate": 0.0007092678034102307, "loss": 1.5057, "theoretical_loss": 3.6836123455762837, "tokens_seen": 983040000 }, { "epoch": 0.3, "learning_rate": 0.0007092477432296891, "loss": 1.5334, "theoretical_loss": 3.6835890832569786, "tokens_seen": 983105536 }, { "epoch": 0.3, "learning_rate": 0.0007092276830491474, "loss": 1.5949, "theoretical_loss": 3.683565822922508, "tokens_seen": 983171072 }, { "epoch": 0.3, "learning_rate": 0.0007092076228686059, "loss": 1.5106, "theoretical_loss": 3.68354256457257, "tokens_seen": 983236608 }, { "epoch": 0.3, "learning_rate": 0.0007091875626880641, "loss": 1.484, "theoretical_loss": 3.683519308206863, "tokens_seen": 983302144 }, { "epoch": 0.3, "learning_rate": 0.0007091675025075226, "loss": 1.4923, "theoretical_loss": 3.6834960538250856, "tokens_seen": 983367680 }, { "epoch": 0.3, "learning_rate": 0.000709147442326981, "loss": 1.473, "theoretical_loss": 3.683472801426936, "tokens_seen": 983433216 }, { "epoch": 0.3, "learning_rate": 0.0007091273821464393, "loss": 1.6085, "theoretical_loss": 3.6834495510121132, "tokens_seen": 983498752 }, { "epoch": 0.3, "learning_rate": 0.0007091073219658977, "loss": 1.537, "theoretical_loss": 3.683426302580316, "tokens_seen": 983564288 }, { "epoch": 0.3, "learning_rate": 0.000709087261785356, "loss": 1.5747, "theoretical_loss": 3.6834030561312425, "tokens_seen": 983629824 }, { "epoch": 0.3, "learning_rate": 0.0007090672016048144, "loss": 1.5598, "theoretical_loss": 3.683379811664592, "tokens_seen": 983695360 }, { "epoch": 0.3, "learning_rate": 0.0007090471414242729, "loss": 1.5092, "theoretical_loss": 3.683356569180064, "tokens_seen": 983760896 }, { "epoch": 0.3, "learning_rate": 0.0007090270812437311, "loss": 1.5644, "theoretical_loss": 3.683333328677356, "tokens_seen": 983826432 }, { "epoch": 0.3, "learning_rate": 0.0007090070210631896, "loss": 1.505, "theoretical_loss": 3.6833100901561684, "tokens_seen": 983891968 }, { "epoch": 0.3, "learning_rate": 0.000708986960882648, "loss": 1.3454, "theoretical_loss": 3.6832868536161993, "tokens_seen": 983957504 }, { "epoch": 0.3, "learning_rate": 0.0007089669007021063, "loss": 1.4537, "theoretical_loss": 3.6832636190571484, "tokens_seen": 984023040 }, { "epoch": 0.3, "learning_rate": 0.0007089468405215647, "loss": 1.4599, "theoretical_loss": 3.6832403864787144, "tokens_seen": 984088576 }, { "epoch": 0.3, "learning_rate": 0.000708926780341023, "loss": 1.5063, "theoretical_loss": 3.6832171558805973, "tokens_seen": 984154112 }, { "epoch": 0.3, "learning_rate": 0.0007089067201604814, "loss": 1.577, "theoretical_loss": 3.6831939272624963, "tokens_seen": 984219648 }, { "epoch": 0.3, "learning_rate": 0.0007088866599799399, "loss": 1.451, "theoretical_loss": 3.6831707006241103, "tokens_seen": 984285184 }, { "epoch": 0.3, "learning_rate": 0.0007088665997993981, "loss": 1.5625, "theoretical_loss": 3.683147475965139, "tokens_seen": 984350720 }, { "epoch": 0.3, "learning_rate": 0.0007088465396188566, "loss": 1.4765, "theoretical_loss": 3.683124253285282, "tokens_seen": 984416256 }, { "epoch": 0.3, "learning_rate": 0.0007088264794383149, "loss": 1.5286, "theoretical_loss": 3.683101032584239, "tokens_seen": 984481792 }, { "epoch": 0.3, "learning_rate": 0.0007088064192577733, "loss": 1.5541, "theoretical_loss": 3.6830778138617095, "tokens_seen": 984547328 }, { "epoch": 0.3, "learning_rate": 0.0007087863590772317, "loss": 1.6529, "theoretical_loss": 3.683054597117393, "tokens_seen": 984612864 }, { "epoch": 0.3, "learning_rate": 0.0007087662988966901, "loss": 1.4626, "theoretical_loss": 3.68303138235099, "tokens_seen": 984678400 }, { "epoch": 0.3, "learning_rate": 0.0007087462387161484, "loss": 1.6117, "theoretical_loss": 3.6830081695622003, "tokens_seen": 984743936 }, { "epoch": 0.3, "learning_rate": 0.0007087261785356069, "loss": 1.5535, "theoretical_loss": 3.6829849587507235, "tokens_seen": 984809472 }, { "epoch": 0.3, "learning_rate": 0.0007087061183550653, "loss": 1.5429, "theoretical_loss": 3.6829617499162595, "tokens_seen": 984875008 }, { "epoch": 0.3, "learning_rate": 0.0007086860581745236, "loss": 1.4523, "theoretical_loss": 3.682938543058508, "tokens_seen": 984940544 }, { "epoch": 0.3, "learning_rate": 0.000708665997993982, "loss": 1.5819, "theoretical_loss": 3.68291533817717, "tokens_seen": 985006080 }, { "epoch": 0.3, "learning_rate": 0.0007086459378134403, "loss": 1.5588, "theoretical_loss": 3.6828921352719455, "tokens_seen": 985071616 }, { "epoch": 0.3, "learning_rate": 0.0007086258776328988, "loss": 1.5212, "theoretical_loss": 3.6828689343425345, "tokens_seen": 985137152 }, { "epoch": 0.3, "learning_rate": 0.0007086058174523571, "loss": 1.5678, "theoretical_loss": 3.6828457353886375, "tokens_seen": 985202688 }, { "epoch": 0.3, "learning_rate": 0.0007085857572718155, "loss": 1.4901, "theoretical_loss": 3.6828225384099547, "tokens_seen": 985268224 }, { "epoch": 0.3, "learning_rate": 0.0007085656970912738, "loss": 1.5296, "theoretical_loss": 3.6827993434061863, "tokens_seen": 985333760 }, { "epoch": 0.3, "learning_rate": 0.0007085456369107323, "loss": 1.459, "theoretical_loss": 3.682776150377034, "tokens_seen": 985399296 }, { "epoch": 0.3, "learning_rate": 0.0007085255767301906, "loss": 1.5759, "theoretical_loss": 3.682752959322197, "tokens_seen": 985464832 }, { "epoch": 0.3, "learning_rate": 0.000708505516549649, "loss": 1.5498, "theoretical_loss": 3.6827297702413766, "tokens_seen": 985530368 }, { "epoch": 0.3, "learning_rate": 0.0007084854563691073, "loss": 1.4932, "theoretical_loss": 3.682706583134274, "tokens_seen": 985595904 }, { "epoch": 0.3, "learning_rate": 0.0007084653961885657, "loss": 1.6141, "theoretical_loss": 3.682683398000589, "tokens_seen": 985661440 }, { "epoch": 0.3, "learning_rate": 0.0007084453360080241, "loss": 1.5315, "theoretical_loss": 3.6826602148400225, "tokens_seen": 985726976 }, { "epoch": 0.3, "learning_rate": 0.0007084252758274825, "loss": 1.5947, "theoretical_loss": 3.6826370336522762, "tokens_seen": 985792512 }, { "epoch": 0.3, "learning_rate": 0.0007084052156469408, "loss": 1.7226, "theoretical_loss": 3.6826138544370512, "tokens_seen": 985858048 }, { "epoch": 0.3, "learning_rate": 0.0007083851554663993, "loss": 1.4656, "theoretical_loss": 3.6825906771940478, "tokens_seen": 985923584 }, { "epoch": 0.3, "learning_rate": 0.0007083650952858576, "loss": 1.5824, "theoretical_loss": 3.682567501922967, "tokens_seen": 985989120 }, { "epoch": 0.3, "learning_rate": 0.000708345035105316, "loss": 1.4884, "theoretical_loss": 3.6825443286235107, "tokens_seen": 986054656 }, { "epoch": 0.3, "learning_rate": 0.0007083249749247744, "loss": 1.453, "theoretical_loss": 3.6825211572953793, "tokens_seen": 986120192 }, { "epoch": 0.3, "learning_rate": 0.0007083049147442327, "loss": 1.4852, "theoretical_loss": 3.682497987938275, "tokens_seen": 986185728 }, { "epoch": 0.3, "learning_rate": 0.0007082848545636911, "loss": 1.4171, "theoretical_loss": 3.6824748205518985, "tokens_seen": 986251264 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.4950016736984253, "objective/train/docs_used": 362627, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.460729718208313, "objective/train/original_loss": 1.4607298374176025, "objective/train/theoretical_loss": 3.682451655135952, "objective/train/tokens_used": 1006776800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24525780975818634, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507471561431885, "objective/train/weighted_lm_loss": 1.5347301959991455, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.682451655135952, "tokens_seen": 986316800 }, { "epoch": 0.3, "learning_rate": 0.0007082647943831495, "loss": 1.5012, "theoretical_loss": 3.682451655135952, "tokens_seen": 986316800 }, { "epoch": 0.3, "learning_rate": 0.0007082447342026078, "loss": 1.5389, "theoretical_loss": 3.682428491690136, "tokens_seen": 986382336 }, { "epoch": 0.3, "learning_rate": 0.0007082246740220663, "loss": 1.5163, "theoretical_loss": 3.682405330214153, "tokens_seen": 986447872 }, { "epoch": 0.3, "learning_rate": 0.0007082046138415245, "loss": 1.5096, "theoretical_loss": 3.6823821707077036, "tokens_seen": 986513408 }, { "epoch": 0.3, "learning_rate": 0.000708184553660983, "loss": 1.4356, "theoretical_loss": 3.6823590131704904, "tokens_seen": 986578944 }, { "epoch": 0.3, "learning_rate": 0.0007081644934804414, "loss": 1.4247, "theoretical_loss": 3.682335857602215, "tokens_seen": 986644480 }, { "epoch": 0.3, "learning_rate": 0.0007081444332998997, "loss": 1.4645, "theoretical_loss": 3.682312704002579, "tokens_seen": 986710016 }, { "epoch": 0.3, "learning_rate": 0.0007081243731193581, "loss": 1.5249, "theoretical_loss": 3.682289552371284, "tokens_seen": 986775552 }, { "epoch": 0.3, "learning_rate": 0.0007081043129388164, "loss": 1.5937, "theoretical_loss": 3.682266402708033, "tokens_seen": 986841088 }, { "epoch": 0.3, "learning_rate": 0.0007080842527582748, "loss": 1.5335, "theoretical_loss": 3.6822432550125272, "tokens_seen": 986906624 }, { "epoch": 0.3, "learning_rate": 0.0007080641925777333, "loss": 1.5617, "theoretical_loss": 3.6822201092844686, "tokens_seen": 986972160 }, { "epoch": 0.3, "learning_rate": 0.0007080441323971915, "loss": 1.5001, "theoretical_loss": 3.6821969655235596, "tokens_seen": 987037696 }, { "epoch": 0.3, "learning_rate": 0.00070802407221665, "loss": 1.5898, "theoretical_loss": 3.6821738237295025, "tokens_seen": 987103232 }, { "epoch": 0.3, "learning_rate": 0.0007080040120361084, "loss": 1.4197, "theoretical_loss": 3.6821506839019995, "tokens_seen": 987168768 }, { "epoch": 0.3, "learning_rate": 0.0007079839518555667, "loss": 1.4673, "theoretical_loss": 3.682127546040753, "tokens_seen": 987234304 }, { "epoch": 0.3, "learning_rate": 0.0007079638916750251, "loss": 1.6351, "theoretical_loss": 3.682104410145465, "tokens_seen": 987299840 }, { "epoch": 0.3, "learning_rate": 0.0007079438314944834, "loss": 1.5208, "theoretical_loss": 3.682081276215839, "tokens_seen": 987365376 }, { "epoch": 0.3, "learning_rate": 0.0007079237713139418, "loss": 1.4866, "theoretical_loss": 3.6820581442515765, "tokens_seen": 987430912 }, { "epoch": 0.3, "learning_rate": 0.0007079037111334003, "loss": 1.4982, "theoretical_loss": 3.6820350142523806, "tokens_seen": 987496448 }, { "epoch": 0.3, "learning_rate": 0.0007078836509528585, "loss": 1.5795, "theoretical_loss": 3.6820118862179534, "tokens_seen": 987561984 }, { "epoch": 0.3, "learning_rate": 0.000707863590772317, "loss": 1.5187, "theoretical_loss": 3.6819887601479984, "tokens_seen": 987627520 }, { "epoch": 0.3, "learning_rate": 0.0007078435305917753, "loss": 1.5159, "theoretical_loss": 3.6819656360422184, "tokens_seen": 987693056 }, { "epoch": 0.3, "learning_rate": 0.0007078234704112337, "loss": 1.4958, "theoretical_loss": 3.6819425139003155, "tokens_seen": 987758592 }, { "epoch": 0.3, "learning_rate": 0.0007078034102306921, "loss": 1.6331, "theoretical_loss": 3.6819193937219934, "tokens_seen": 987824128 }, { "epoch": 0.3, "learning_rate": 0.0007077833500501505, "loss": 1.4976, "theoretical_loss": 3.6818962755069546, "tokens_seen": 987889664 }, { "epoch": 0.3, "learning_rate": 0.0007077632898696088, "loss": 1.53, "theoretical_loss": 3.681873159254902, "tokens_seen": 987955200 }, { "epoch": 0.3, "learning_rate": 0.0007077432296890673, "loss": 1.5517, "theoretical_loss": 3.6818500449655396, "tokens_seen": 988020736 }, { "epoch": 0.3, "learning_rate": 0.0007077231695085255, "loss": 1.5546, "theoretical_loss": 3.68182693263857, "tokens_seen": 988086272 }, { "epoch": 0.3, "learning_rate": 0.000707703109327984, "loss": 1.5102, "theoretical_loss": 3.681803822273696, "tokens_seen": 988151808 }, { "epoch": 0.3, "learning_rate": 0.0007076830491474423, "loss": 1.428, "theoretical_loss": 3.681780713870622, "tokens_seen": 988217344 }, { "epoch": 0.3, "learning_rate": 0.0007076629889669007, "loss": 1.4207, "theoretical_loss": 3.6817576074290503, "tokens_seen": 988282880 }, { "epoch": 0.3, "learning_rate": 0.0007076429287863591, "loss": 1.5934, "theoretical_loss": 3.681734502948685, "tokens_seen": 988348416 }, { "epoch": 0.3, "learning_rate": 0.0007076228686058175, "loss": 1.3751, "theoretical_loss": 3.6817114004292297, "tokens_seen": 988413952 }, { "epoch": 0.3, "learning_rate": 0.0007076028084252758, "loss": 1.4964, "theoretical_loss": 3.6816882998703875, "tokens_seen": 988479488 }, { "epoch": 0.3, "learning_rate": 0.0007075827482447342, "loss": 1.4448, "theoretical_loss": 3.681665201271862, "tokens_seen": 988545024 }, { "epoch": 0.3, "learning_rate": 0.0007075626880641925, "loss": 1.5548, "theoretical_loss": 3.681642104633358, "tokens_seen": 988610560 }, { "epoch": 0.3, "learning_rate": 0.000707542627883651, "loss": 1.53, "theoretical_loss": 3.681619009954578, "tokens_seen": 988676096 }, { "epoch": 0.3, "learning_rate": 0.0007075225677031093, "loss": 1.5974, "theoretical_loss": 3.6815959172352257, "tokens_seen": 988741632 }, { "epoch": 0.3, "learning_rate": 0.0007075025075225677, "loss": 1.6386, "theoretical_loss": 3.681572826475006, "tokens_seen": 988807168 }, { "epoch": 0.3, "learning_rate": 0.000707482447342026, "loss": 1.6574, "theoretical_loss": 3.6815497376736226, "tokens_seen": 988872704 }, { "epoch": 0.3, "learning_rate": 0.0007074623871614845, "loss": 1.4708, "theoretical_loss": 3.6815266508307793, "tokens_seen": 988938240 }, { "epoch": 0.3, "learning_rate": 0.0007074423269809428, "loss": 1.4609, "theoretical_loss": 3.68150356594618, "tokens_seen": 989003776 }, { "epoch": 0.3, "learning_rate": 0.0007074222668004012, "loss": 1.5522, "theoretical_loss": 3.681480483019529, "tokens_seen": 989069312 }, { "epoch": 0.3, "learning_rate": 0.0007074022066198596, "loss": 1.4002, "theoretical_loss": 3.681457402050531, "tokens_seen": 989134848 }, { "epoch": 0.3, "learning_rate": 0.000707382146439318, "loss": 1.5683, "theoretical_loss": 3.6814343230388897, "tokens_seen": 989200384 }, { "epoch": 0.3, "learning_rate": 0.0007073620862587763, "loss": 1.5354, "theoretical_loss": 3.68141124598431, "tokens_seen": 989265920 }, { "epoch": 0.3, "learning_rate": 0.0007073420260782348, "loss": 1.6579, "theoretical_loss": 3.6813881708864953, "tokens_seen": 989331456 }, { "epoch": 0.3, "learning_rate": 0.000707321965897693, "loss": 1.6021, "theoretical_loss": 3.681365097745151, "tokens_seen": 989396992 }, { "epoch": 0.3, "learning_rate": 0.0007073019057171515, "loss": 1.5182, "theoretical_loss": 3.6813420265599817, "tokens_seen": 989462528 }, { "epoch": 0.3, "learning_rate": 0.0007072818455366098, "loss": 1.4794, "theoretical_loss": 3.6813189573306913, "tokens_seen": 989528064 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49303433299064636, "objective/train/docs_used": 363941, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.381746768951416, "objective/train/original_loss": 1.381746530532837, "objective/train/theoretical_loss": 3.681295890056985, "objective/train/tokens_used": 1010053600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24332168698310852, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505403280258179, "objective/train/weighted_lm_loss": 1.4518052339553833, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.681295890056985, "tokens_seen": 989593600 }, { "epoch": 0.3, "learning_rate": 0.0007072617853560682, "loss": 1.443, "theoretical_loss": 3.681295890056985, "tokens_seen": 989593600 }, { "epoch": 0.3, "learning_rate": 0.0007072417251755266, "loss": 1.4521, "theoretical_loss": 3.681272824738567, "tokens_seen": 989659136 }, { "epoch": 0.3, "learning_rate": 0.0007072216649949849, "loss": 1.3886, "theoretical_loss": 3.681249761375143, "tokens_seen": 989724672 }, { "epoch": 0.3, "learning_rate": 0.0007072016048144434, "loss": 1.4113, "theoretical_loss": 3.681226699966417, "tokens_seen": 989790208 }, { "epoch": 0.3, "learning_rate": 0.0007071815446339018, "loss": 1.6131, "theoretical_loss": 3.681203640512095, "tokens_seen": 989855744 }, { "epoch": 0.3, "learning_rate": 0.0007071614844533601, "loss": 1.3923, "theoretical_loss": 3.68118058301188, "tokens_seen": 989921280 }, { "epoch": 0.3, "learning_rate": 0.0007071414242728185, "loss": 1.5988, "theoretical_loss": 3.681157527465479, "tokens_seen": 989986816 }, { "epoch": 0.3, "learning_rate": 0.0007071213640922768, "loss": 1.6322, "theoretical_loss": 3.6811344738725964, "tokens_seen": 990052352 }, { "epoch": 0.3, "learning_rate": 0.0007071013039117352, "loss": 1.5585, "theoretical_loss": 3.681111422232937, "tokens_seen": 990117888 }, { "epoch": 0.3, "learning_rate": 0.0007070812437311937, "loss": 1.5384, "theoretical_loss": 3.681088372546207, "tokens_seen": 990183424 }, { "epoch": 0.3, "learning_rate": 0.0007070611835506519, "loss": 1.5851, "theoretical_loss": 3.6810653248121112, "tokens_seen": 990248960 }, { "epoch": 0.3, "learning_rate": 0.0007070411233701104, "loss": 1.5624, "theoretical_loss": 3.6810422790303545, "tokens_seen": 990314496 }, { "epoch": 0.3, "learning_rate": 0.0007070210631895688, "loss": 1.5593, "theoretical_loss": 3.681019235200643, "tokens_seen": 990380032 }, { "epoch": 0.3, "learning_rate": 0.0007070010030090271, "loss": 1.4977, "theoretical_loss": 3.680996193322682, "tokens_seen": 990445568 }, { "epoch": 0.3, "learning_rate": 0.0007069809428284855, "loss": 1.5142, "theoretical_loss": 3.6809731533961765, "tokens_seen": 990511104 }, { "epoch": 0.3, "learning_rate": 0.0007069608826479439, "loss": 1.6199, "theoretical_loss": 3.680950115420833, "tokens_seen": 990576640 }, { "epoch": 0.3, "learning_rate": 0.0007069408224674022, "loss": 1.4717, "theoretical_loss": 3.680927079396357, "tokens_seen": 990642176 }, { "epoch": 0.3, "learning_rate": 0.0007069207622868607, "loss": 1.4142, "theoretical_loss": 3.680904045322454, "tokens_seen": 990707712 }, { "epoch": 0.3, "learning_rate": 0.0007069007021063189, "loss": 1.5144, "theoretical_loss": 3.68088101319883, "tokens_seen": 990773248 }, { "epoch": 0.3, "learning_rate": 0.0007068806419257774, "loss": 1.4804, "theoretical_loss": 3.6808579830251906, "tokens_seen": 990838784 }, { "epoch": 0.3, "learning_rate": 0.0007068605817452357, "loss": 1.5645, "theoretical_loss": 3.680834954801242, "tokens_seen": 990904320 }, { "epoch": 0.3, "learning_rate": 0.0007068405215646941, "loss": 1.4957, "theoretical_loss": 3.6808119285266905, "tokens_seen": 990969856 }, { "epoch": 0.3, "learning_rate": 0.0007068204613841525, "loss": 1.4432, "theoretical_loss": 3.6807889042012416, "tokens_seen": 991035392 }, { "epoch": 0.3, "learning_rate": 0.0007068004012036109, "loss": 1.6071, "theoretical_loss": 3.6807658818246014, "tokens_seen": 991100928 }, { "epoch": 0.3, "learning_rate": 0.0007067803410230692, "loss": 1.453, "theoretical_loss": 3.6807428613964763, "tokens_seen": 991166464 }, { "epoch": 0.3, "learning_rate": 0.0007067602808425277, "loss": 1.4479, "theoretical_loss": 3.6807198429165733, "tokens_seen": 991232000 }, { "epoch": 0.3, "learning_rate": 0.0007067402206619859, "loss": 1.8748, "theoretical_loss": 3.680696826384598, "tokens_seen": 991297536 }, { "epoch": 0.3, "learning_rate": 0.0007067201604814444, "loss": 1.4207, "theoretical_loss": 3.680673811800256, "tokens_seen": 991363072 }, { "epoch": 0.3, "learning_rate": 0.0007067001003009027, "loss": 1.5885, "theoretical_loss": 3.6806507991632555, "tokens_seen": 991428608 }, { "epoch": 0.3, "learning_rate": 0.0007066800401203611, "loss": 1.572, "theoretical_loss": 3.680627788473302, "tokens_seen": 991494144 }, { "epoch": 0.3, "learning_rate": 0.0007066599799398195, "loss": 1.4772, "theoretical_loss": 3.680604779730102, "tokens_seen": 991559680 }, { "epoch": 0.3, "learning_rate": 0.0007066399197592779, "loss": 1.5203, "theoretical_loss": 3.6805817729333627, "tokens_seen": 991625216 }, { "epoch": 0.3, "learning_rate": 0.0007066198595787362, "loss": 1.509, "theoretical_loss": 3.68055876808279, "tokens_seen": 991690752 }, { "epoch": 0.3, "learning_rate": 0.0007065997993981946, "loss": 1.5223, "theoretical_loss": 3.6805357651780914, "tokens_seen": 991756288 }, { "epoch": 0.3, "learning_rate": 0.000706579739217653, "loss": 1.6316, "theoretical_loss": 3.6805127642189737, "tokens_seen": 991821824 }, { "epoch": 0.3, "learning_rate": 0.0007065596790371114, "loss": 1.5876, "theoretical_loss": 3.6804897652051434, "tokens_seen": 991887360 }, { "epoch": 0.3, "learning_rate": 0.0007065396188565697, "loss": 1.7304, "theoretical_loss": 3.680466768136308, "tokens_seen": 991952896 }, { "epoch": 0.3, "learning_rate": 0.0007065195586760281, "loss": 1.6105, "theoretical_loss": 3.6804437730121737, "tokens_seen": 992018432 }, { "epoch": 0.3, "learning_rate": 0.0007064994984954864, "loss": 1.6498, "theoretical_loss": 3.6804207798324486, "tokens_seen": 992083968 }, { "epoch": 0.3, "learning_rate": 0.0007064794383149449, "loss": 1.4516, "theoretical_loss": 3.680397788596839, "tokens_seen": 992149504 }, { "epoch": 0.3, "learning_rate": 0.0007064593781344032, "loss": 1.4879, "theoretical_loss": 3.680374799305053, "tokens_seen": 992215040 }, { "epoch": 0.3, "learning_rate": 0.0007064393179538616, "loss": 1.5733, "theoretical_loss": 3.680351811956797, "tokens_seen": 992280576 }, { "epoch": 0.3, "learning_rate": 0.00070641925777332, "loss": 1.4569, "theoretical_loss": 3.6803288265517784, "tokens_seen": 992346112 }, { "epoch": 0.3, "learning_rate": 0.0007063991975927784, "loss": 1.574, "theoretical_loss": 3.680305843089705, "tokens_seen": 992411648 }, { "epoch": 0.3, "learning_rate": 0.0007063791374122367, "loss": 1.4519, "theoretical_loss": 3.6802828615702845, "tokens_seen": 992477184 }, { "epoch": 0.3, "learning_rate": 0.0007063590772316952, "loss": 1.5341, "theoretical_loss": 3.6802598819932237, "tokens_seen": 992542720 }, { "epoch": 0.3, "learning_rate": 0.0007063390170511534, "loss": 1.5512, "theoretical_loss": 3.680236904358231, "tokens_seen": 992608256 }, { "epoch": 0.3, "learning_rate": 0.0007063189568706119, "loss": 1.6234, "theoretical_loss": 3.6802139286650135, "tokens_seen": 992673792 }, { "epoch": 0.3, "learning_rate": 0.0007062988966900702, "loss": 1.5418, "theoretical_loss": 3.6801909549132796, "tokens_seen": 992739328 }, { "epoch": 0.3, "learning_rate": 0.0007062788365095286, "loss": 1.4679, "theoretical_loss": 3.680167983102736, "tokens_seen": 992804864 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49160754680633545, "objective/train/docs_used": 365105, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.459633708000183, "objective/train/original_loss": 1.4596335887908936, "objective/train/theoretical_loss": 3.6801450132330915, "objective/train/tokens_used": 1013330400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2423485815525055, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050392746925354, "objective/train/weighted_lm_loss": 1.5332401990890503, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6801450132330915, "tokens_seen": 992870400 }, { "epoch": 0.3, "learning_rate": 0.000706258776328987, "loss": 1.4764, "theoretical_loss": 3.6801450132330915, "tokens_seen": 992870400 }, { "epoch": 0.3, "learning_rate": 0.0007062387161484453, "loss": 1.6195, "theoretical_loss": 3.6801220453040537, "tokens_seen": 992935936 }, { "epoch": 0.3, "learning_rate": 0.0007062186559679037, "loss": 1.6178, "theoretical_loss": 3.6800990793153305, "tokens_seen": 993001472 }, { "epoch": 0.3, "learning_rate": 0.0007061985957873622, "loss": 1.6271, "theoretical_loss": 3.6800761152666297, "tokens_seen": 993067008 }, { "epoch": 0.3, "learning_rate": 0.0007061785356068204, "loss": 1.5392, "theoretical_loss": 3.68005315315766, "tokens_seen": 993132544 }, { "epoch": 0.3, "learning_rate": 0.0007061584754262789, "loss": 1.4305, "theoretical_loss": 3.680030192988129, "tokens_seen": 993198080 }, { "epoch": 0.3, "learning_rate": 0.0007061384152457371, "loss": 1.5002, "theoretical_loss": 3.6800072347577455, "tokens_seen": 993263616 }, { "epoch": 0.3, "learning_rate": 0.0007061183550651956, "loss": 1.555, "theoretical_loss": 3.6799842784662173, "tokens_seen": 993329152 }, { "epoch": 0.3, "learning_rate": 0.000706098294884654, "loss": 1.5633, "theoretical_loss": 3.679961324113253, "tokens_seen": 993394688 }, { "epoch": 0.3, "learning_rate": 0.0007060782347041123, "loss": 1.481, "theoretical_loss": 3.6799383716985616, "tokens_seen": 993460224 }, { "epoch": 0.3, "learning_rate": 0.0007060581745235707, "loss": 1.4651, "theoretical_loss": 3.6799154212218506, "tokens_seen": 993525760 }, { "epoch": 0.3, "learning_rate": 0.0007060381143430292, "loss": 1.3451, "theoretical_loss": 3.6798924726828286, "tokens_seen": 993591296 }, { "epoch": 0.3, "learning_rate": 0.0007060180541624874, "loss": 1.4654, "theoretical_loss": 3.6798695260812044, "tokens_seen": 993656832 }, { "epoch": 0.3, "learning_rate": 0.0007059979939819459, "loss": 1.5252, "theoretical_loss": 3.679846581416687, "tokens_seen": 993722368 }, { "epoch": 0.3, "learning_rate": 0.0007059779338014041, "loss": 1.5836, "theoretical_loss": 3.679823638688985, "tokens_seen": 993787904 }, { "epoch": 0.3, "learning_rate": 0.0007059578736208626, "loss": 1.4332, "theoretical_loss": 3.6798006978978073, "tokens_seen": 993853440 }, { "epoch": 0.3, "learning_rate": 0.000705937813440321, "loss": 1.5144, "theoretical_loss": 3.679777759042863, "tokens_seen": 993918976 }, { "epoch": 0.3, "learning_rate": 0.0007059177532597793, "loss": 1.4803, "theoretical_loss": 3.6797548221238596, "tokens_seen": 993984512 }, { "epoch": 0.3, "learning_rate": 0.0007058976930792377, "loss": 1.6256, "theoretical_loss": 3.679731887140508, "tokens_seen": 994050048 }, { "epoch": 0.3, "learning_rate": 0.0007058776328986961, "loss": 1.4678, "theoretical_loss": 3.679708954092516, "tokens_seen": 994115584 }, { "epoch": 0.3, "learning_rate": 0.0007058575727181544, "loss": 1.5133, "theoretical_loss": 3.679686022979593, "tokens_seen": 994181120 }, { "epoch": 0.3, "learning_rate": 0.0007058375125376129, "loss": 1.3787, "theoretical_loss": 3.679663093801448, "tokens_seen": 994246656 }, { "epoch": 0.3, "learning_rate": 0.0007058174523570711, "loss": 1.4351, "theoretical_loss": 3.6796401665577916, "tokens_seen": 994312192 }, { "epoch": 0.3, "learning_rate": 0.0007057973921765296, "loss": 1.6044, "theoretical_loss": 3.679617241248331, "tokens_seen": 994377728 }, { "epoch": 0.3, "learning_rate": 0.0007057773319959879, "loss": 1.582, "theoretical_loss": 3.679594317872777, "tokens_seen": 994443264 }, { "epoch": 0.3, "learning_rate": 0.0007057572718154463, "loss": 1.6171, "theoretical_loss": 3.6795713964308385, "tokens_seen": 994508800 }, { "epoch": 0.3, "learning_rate": 0.0007057372116349047, "loss": 1.4581, "theoretical_loss": 3.679548476922225, "tokens_seen": 994574336 }, { "epoch": 0.3, "learning_rate": 0.0007057171514543631, "loss": 1.5534, "theoretical_loss": 3.6795255593466463, "tokens_seen": 994639872 }, { "epoch": 0.3, "learning_rate": 0.0007056970912738215, "loss": 1.5368, "theoretical_loss": 3.6795026437038114, "tokens_seen": 994705408 }, { "epoch": 0.3, "learning_rate": 0.0007056770310932799, "loss": 1.4907, "theoretical_loss": 3.679479729993431, "tokens_seen": 994770944 }, { "epoch": 0.3, "learning_rate": 0.0007056569709127383, "loss": 1.5039, "theoretical_loss": 3.6794568182152143, "tokens_seen": 994836480 }, { "epoch": 0.3, "learning_rate": 0.0007056369107321966, "loss": 1.5446, "theoretical_loss": 3.679433908368871, "tokens_seen": 994902016 }, { "epoch": 0.3, "learning_rate": 0.000705616850551655, "loss": 1.6087, "theoretical_loss": 3.679411000454111, "tokens_seen": 994967552 }, { "epoch": 0.3, "learning_rate": 0.0007055967903711133, "loss": 1.5004, "theoretical_loss": 3.679388094470644, "tokens_seen": 995033088 }, { "epoch": 0.3, "learning_rate": 0.0007055767301905718, "loss": 1.5122, "theoretical_loss": 3.6793651904181806, "tokens_seen": 995098624 }, { "epoch": 0.3, "learning_rate": 0.0007055566700100301, "loss": 1.5619, "theoretical_loss": 3.6793422882964313, "tokens_seen": 995164160 }, { "epoch": 0.3, "learning_rate": 0.0007055366098294885, "loss": 1.5045, "theoretical_loss": 3.6793193881051045, "tokens_seen": 995229696 }, { "epoch": 0.3, "learning_rate": 0.0007055165496489468, "loss": 1.5112, "theoretical_loss": 3.679296489843911, "tokens_seen": 995295232 }, { "epoch": 0.3, "learning_rate": 0.0007054964894684053, "loss": 1.5126, "theoretical_loss": 3.679273593512563, "tokens_seen": 995360768 }, { "epoch": 0.3, "learning_rate": 0.0007054764292878636, "loss": 1.4722, "theoretical_loss": 3.679250699110768, "tokens_seen": 995426304 }, { "epoch": 0.3, "learning_rate": 0.000705456369107322, "loss": 1.5626, "theoretical_loss": 3.6792278066382376, "tokens_seen": 995491840 }, { "epoch": 0.3, "learning_rate": 0.0007054363089267804, "loss": 1.6477, "theoretical_loss": 3.6792049160946823, "tokens_seen": 995557376 }, { "epoch": 0.3, "learning_rate": 0.0007054162487462388, "loss": 1.5863, "theoretical_loss": 3.679182027479812, "tokens_seen": 995622912 }, { "epoch": 0.3, "learning_rate": 0.0007053961885656971, "loss": 1.5572, "theoretical_loss": 3.679159140793339, "tokens_seen": 995688448 }, { "epoch": 0.3, "learning_rate": 0.0007053761283851556, "loss": 1.548, "theoretical_loss": 3.6791362560349716, "tokens_seen": 995753984 }, { "epoch": 0.3, "learning_rate": 0.0007053560682046138, "loss": 1.6719, "theoretical_loss": 3.679113373204422, "tokens_seen": 995819520 }, { "epoch": 0.3, "learning_rate": 0.0007053360080240723, "loss": 1.4669, "theoretical_loss": 3.6790904923014005, "tokens_seen": 995885056 }, { "epoch": 0.3, "learning_rate": 0.0007053159478435306, "loss": 1.4069, "theoretical_loss": 3.6790676133256177, "tokens_seen": 995950592 }, { "epoch": 0.3, "learning_rate": 0.000705295887662989, "loss": 1.5524, "theoretical_loss": 3.679044736276785, "tokens_seen": 996016128 }, { "epoch": 0.3, "learning_rate": 0.0007052758274824474, "loss": 1.5954, "theoretical_loss": 3.679021861154613, "tokens_seen": 996081664 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49079787731170654, "objective/train/docs_used": 366329, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.549461007118225, "objective/train/original_loss": 1.549461007118225, "objective/train/theoretical_loss": 3.6789989879588125, "objective/train/tokens_used": 1016607200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2415924221277237, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503077507019043, "objective/train/weighted_lm_loss": 1.6274405717849731, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.6789989879588125, "tokens_seen": 996147200 }, { "epoch": 0.3, "learning_rate": 0.0007052557673019057, "loss": 1.4983, "theoretical_loss": 3.6789989879588125, "tokens_seen": 996147200 }, { "epoch": 0.3, "learning_rate": 0.0007052357071213641, "loss": 1.5578, "theoretical_loss": 3.678976116689095, "tokens_seen": 996212736 }, { "epoch": 0.3, "learning_rate": 0.0007052156469408226, "loss": 1.6397, "theoretical_loss": 3.678953247345171, "tokens_seen": 996278272 }, { "epoch": 0.3, "learning_rate": 0.0007051955867602808, "loss": 1.3327, "theoretical_loss": 3.6789303799267525, "tokens_seen": 996343808 }, { "epoch": 0.3, "learning_rate": 0.0007051755265797393, "loss": 1.5565, "theoretical_loss": 3.6789075144335497, "tokens_seen": 996409344 }, { "epoch": 0.3, "learning_rate": 0.0007051554663991975, "loss": 1.3962, "theoretical_loss": 3.6788846508652746, "tokens_seen": 996474880 }, { "epoch": 0.3, "learning_rate": 0.000705135406218656, "loss": 1.4486, "theoretical_loss": 3.678861789221639, "tokens_seen": 996540416 }, { "epoch": 0.3, "learning_rate": 0.0007051153460381144, "loss": 1.5258, "theoretical_loss": 3.6788389295023536, "tokens_seen": 996605952 }, { "epoch": 0.3, "learning_rate": 0.0007050952858575727, "loss": 1.592, "theoretical_loss": 3.6788160717071303, "tokens_seen": 996671488 }, { "epoch": 0.3, "learning_rate": 0.0007050752256770311, "loss": 1.632, "theoretical_loss": 3.6787932158356798, "tokens_seen": 996737024 }, { "epoch": 0.3, "learning_rate": 0.0007050551654964896, "loss": 1.5806, "theoretical_loss": 3.678770361887715, "tokens_seen": 996802560 }, { "epoch": 0.3, "learning_rate": 0.0007050351053159478, "loss": 1.4443, "theoretical_loss": 3.678747509862947, "tokens_seen": 996868096 }, { "epoch": 0.3, "learning_rate": 0.0007050150451354063, "loss": 1.6311, "theoretical_loss": 3.678724659761087, "tokens_seen": 996933632 }, { "epoch": 0.3, "learning_rate": 0.0007049949849548645, "loss": 1.5001, "theoretical_loss": 3.6787018115818473, "tokens_seen": 996999168 }, { "epoch": 0.3, "learning_rate": 0.000704974924774323, "loss": 1.5623, "theoretical_loss": 3.67867896532494, "tokens_seen": 997064704 }, { "epoch": 0.3, "learning_rate": 0.0007049548645937814, "loss": 1.4993, "theoretical_loss": 3.6786561209900768, "tokens_seen": 997130240 }, { "epoch": 0.3, "learning_rate": 0.0007049348044132397, "loss": 1.4157, "theoretical_loss": 3.6786332785769695, "tokens_seen": 997195776 }, { "epoch": 0.3, "learning_rate": 0.0007049147442326981, "loss": 1.5275, "theoretical_loss": 3.6786104380853306, "tokens_seen": 997261312 }, { "epoch": 0.3, "learning_rate": 0.0007048946840521565, "loss": 1.527, "theoretical_loss": 3.678587599514872, "tokens_seen": 997326848 }, { "epoch": 0.3, "learning_rate": 0.0007048746238716148, "loss": 1.4997, "theoretical_loss": 3.6785647628653058, "tokens_seen": 997392384 }, { "epoch": 0.3, "learning_rate": 0.0007048545636910733, "loss": 1.4203, "theoretical_loss": 3.678541928136344, "tokens_seen": 997457920 }, { "epoch": 0.3, "learning_rate": 0.0007048345035105315, "loss": 1.5309, "theoretical_loss": 3.678519095327699, "tokens_seen": 997523456 }, { "epoch": 0.3, "learning_rate": 0.00070481444332999, "loss": 1.5585, "theoretical_loss": 3.6784962644390835, "tokens_seen": 997588992 }, { "epoch": 0.3, "learning_rate": 0.0007047943831494483, "loss": 1.4765, "theoretical_loss": 3.6784734354702096, "tokens_seen": 997654528 }, { "epoch": 0.3, "learning_rate": 0.0007047743229689067, "loss": 1.5925, "theoretical_loss": 3.6784506084207904, "tokens_seen": 997720064 }, { "epoch": 0.3, "learning_rate": 0.0007047542627883651, "loss": 1.6224, "theoretical_loss": 3.6784277832905374, "tokens_seen": 997785600 }, { "epoch": 0.3, "learning_rate": 0.0007047342026078235, "loss": 1.5528, "theoretical_loss": 3.678404960079164, "tokens_seen": 997851136 }, { "epoch": 0.3, "learning_rate": 0.0007047141424272818, "loss": 1.6329, "theoretical_loss": 3.6783821387863833, "tokens_seen": 997916672 }, { "epoch": 0.3, "learning_rate": 0.0007046940822467403, "loss": 1.5381, "theoretical_loss": 3.6783593194119066, "tokens_seen": 997982208 }, { "epoch": 0.3, "learning_rate": 0.0007046740220661986, "loss": 1.6666, "theoretical_loss": 3.6783365019554477, "tokens_seen": 998047744 }, { "epoch": 0.3, "learning_rate": 0.000704653961885657, "loss": 1.3746, "theoretical_loss": 3.678313686416719, "tokens_seen": 998113280 }, { "epoch": 0.3, "learning_rate": 0.0007046339017051153, "loss": 1.5315, "theoretical_loss": 3.678290872795434, "tokens_seen": 998178816 }, { "epoch": 0.3, "learning_rate": 0.0007046138415245738, "loss": 1.6162, "theoretical_loss": 3.6782680610913054, "tokens_seen": 998244352 }, { "epoch": 0.3, "learning_rate": 0.0007045937813440321, "loss": 1.6161, "theoretical_loss": 3.6782452513040464, "tokens_seen": 998309888 }, { "epoch": 0.3, "learning_rate": 0.0007045737211634905, "loss": 1.601, "theoretical_loss": 3.678222443433369, "tokens_seen": 998375424 }, { "epoch": 0.3, "learning_rate": 0.0007045536609829488, "loss": 1.6595, "theoretical_loss": 3.678199637478988, "tokens_seen": 998440960 }, { "epoch": 0.3, "learning_rate": 0.0007045336008024072, "loss": 1.5734, "theoretical_loss": 3.6781768334406157, "tokens_seen": 998506496 }, { "epoch": 0.3, "learning_rate": 0.0007045135406218656, "loss": 1.5491, "theoretical_loss": 3.6781540313179657, "tokens_seen": 998572032 }, { "epoch": 0.3, "learning_rate": 0.000704493480441324, "loss": 1.4846, "theoretical_loss": 3.6781312311107515, "tokens_seen": 998637568 }, { "epoch": 0.3, "learning_rate": 0.0007044734202607823, "loss": 1.4137, "theoretical_loss": 3.6781084328186857, "tokens_seen": 998703104 }, { "epoch": 0.3, "learning_rate": 0.0007044533600802408, "loss": 1.5448, "theoretical_loss": 3.678085636441482, "tokens_seen": 998768640 }, { "epoch": 0.3, "learning_rate": 0.0007044332998996991, "loss": 1.4991, "theoretical_loss": 3.6780628419788552, "tokens_seen": 998834176 }, { "epoch": 0.3, "learning_rate": 0.0007044132397191575, "loss": 1.6951, "theoretical_loss": 3.678040049430517, "tokens_seen": 998899712 }, { "epoch": 0.3, "learning_rate": 0.0007043931795386158, "loss": 1.5587, "theoretical_loss": 3.678017258796183, "tokens_seen": 998965248 }, { "epoch": 0.3, "learning_rate": 0.0007043731193580742, "loss": 1.6383, "theoretical_loss": 3.677994470075565, "tokens_seen": 999030784 }, { "epoch": 0.3, "learning_rate": 0.0007043530591775326, "loss": 1.5078, "theoretical_loss": 3.677971683268378, "tokens_seen": 999096320 }, { "epoch": 0.3, "learning_rate": 0.000704332998996991, "loss": 1.5588, "theoretical_loss": 3.6779488983743356, "tokens_seen": 999161856 }, { "epoch": 0.3, "learning_rate": 0.0007043129388164493, "loss": 1.502, "theoretical_loss": 3.677926115393152, "tokens_seen": 999227392 }, { "epoch": 0.3, "learning_rate": 0.0007042928786359078, "loss": 1.5302, "theoretical_loss": 3.6779033343245406, "tokens_seen": 999292928 }, { "epoch": 0.3, "learning_rate": 0.000704272818455366, "loss": 1.5391, "theoretical_loss": 3.6778805551682154, "tokens_seen": 999358464 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49473220109939575, "objective/train/docs_used": 367579, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6029266119003296, "objective/train/original_loss": 1.6029267311096191, "objective/train/theoretical_loss": 3.677857777923891, "objective/train/tokens_used": 1019884000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24494512379169464, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507185459136963, "objective/train/weighted_lm_loss": 1.6841078996658325, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.677857777923891, "tokens_seen": 999424000 }, { "epoch": 0.3, "learning_rate": 0.0007042527582748245, "loss": 1.5888, "theoretical_loss": 3.677857777923891, "tokens_seen": 999424000 }, { "epoch": 0.3, "learning_rate": 0.0007042326980942828, "loss": 1.4645, "theoretical_loss": 3.677835002591282, "tokens_seen": 999489536 }, { "epoch": 0.3, "learning_rate": 0.0007042126379137412, "loss": 1.55, "theoretical_loss": 3.677812229170101, "tokens_seen": 999555072 }, { "epoch": 0.3, "learning_rate": 0.0007041925777331997, "loss": 1.5088, "theoretical_loss": 3.6777894576600634, "tokens_seen": 999620608 }, { "epoch": 0.3, "learning_rate": 0.0007041725175526579, "loss": 1.4962, "theoretical_loss": 3.677766688060883, "tokens_seen": 999686144 }, { "epoch": 0.3, "learning_rate": 0.0007041524573721164, "loss": 1.4662, "theoretical_loss": 3.677743920372275, "tokens_seen": 999751680 }, { "epoch": 0.3, "learning_rate": 0.0007041323971915748, "loss": 1.4898, "theoretical_loss": 3.677721154593953, "tokens_seen": 999817216 }, { "epoch": 0.3, "learning_rate": 0.0007041123370110331, "loss": 1.4759, "theoretical_loss": 3.6776983907256326, "tokens_seen": 999882752 }, { "epoch": 0.3, "learning_rate": 0.0007040922768304915, "loss": 1.6207, "theoretical_loss": 3.677675628767027, "tokens_seen": 999948288 }, { "epoch": 0.3, "learning_rate": 0.00070407221664995, "loss": 1.4998, "theoretical_loss": 3.677652868717852, "tokens_seen": 1000013824 }, { "epoch": 0.3, "learning_rate": 0.0007040521564694082, "loss": 1.5423, "theoretical_loss": 3.6776301105778213, "tokens_seen": 1000079360 }, { "epoch": 0.3, "learning_rate": 0.0007040320962888667, "loss": 1.5253, "theoretical_loss": 3.6776073543466508, "tokens_seen": 1000144896 }, { "epoch": 0.3, "learning_rate": 0.0007040120361083249, "loss": 1.5194, "theoretical_loss": 3.6775846000240544, "tokens_seen": 1000210432 }, { "epoch": 0.3, "learning_rate": 0.0007039919759277834, "loss": 1.6286, "theoretical_loss": 3.6775618476097476, "tokens_seen": 1000275968 }, { "epoch": 0.3, "learning_rate": 0.0007039719157472418, "loss": 1.4893, "theoretical_loss": 3.6775390971034447, "tokens_seen": 1000341504 }, { "epoch": 0.3, "learning_rate": 0.0007039518555667001, "loss": 1.349, "theoretical_loss": 3.677516348504861, "tokens_seen": 1000407040 }, { "epoch": 0.3, "learning_rate": 0.0007039317953861585, "loss": 1.598, "theoretical_loss": 3.6774936018137123, "tokens_seen": 1000472576 }, { "epoch": 0.3, "learning_rate": 0.0007039117352056169, "loss": 1.4966, "theoretical_loss": 3.6774708570297125, "tokens_seen": 1000538112 }, { "epoch": 0.3, "learning_rate": 0.0007038916750250752, "loss": 1.5815, "theoretical_loss": 3.6774481141525777, "tokens_seen": 1000603648 }, { "epoch": 0.3, "learning_rate": 0.0007038716148445337, "loss": 1.6008, "theoretical_loss": 3.6774253731820226, "tokens_seen": 1000669184 }, { "epoch": 0.3, "learning_rate": 0.000703851554663992, "loss": 1.5522, "theoretical_loss": 3.6774026341177626, "tokens_seen": 1000734720 }, { "epoch": 0.3, "learning_rate": 0.0007038314944834504, "loss": 1.4445, "theoretical_loss": 3.677379896959514, "tokens_seen": 1000800256 }, { "epoch": 0.3, "learning_rate": 0.0007038114343029087, "loss": 1.5163, "theoretical_loss": 3.6773571617069907, "tokens_seen": 1000865792 }, { "epoch": 0.3, "learning_rate": 0.0007037913741223671, "loss": 1.4514, "theoretical_loss": 3.6773344283599094, "tokens_seen": 1000931328 }, { "epoch": 0.3, "learning_rate": 0.0007037713139418255, "loss": 1.5759, "theoretical_loss": 3.677311696917985, "tokens_seen": 1000996864 }, { "epoch": 0.3, "learning_rate": 0.0007037512537612839, "loss": 1.4993, "theoretical_loss": 3.6772889673809335, "tokens_seen": 1001062400 }, { "epoch": 0.3, "learning_rate": 0.0007037311935807422, "loss": 1.4143, "theoretical_loss": 3.6772662397484703, "tokens_seen": 1001127936 }, { "epoch": 0.3, "learning_rate": 0.0007037111334002007, "loss": 1.4002, "theoretical_loss": 3.6772435140203115, "tokens_seen": 1001193472 }, { "epoch": 0.3, "learning_rate": 0.000703691073219659, "loss": 1.3682, "theoretical_loss": 3.6772207901961727, "tokens_seen": 1001259008 }, { "epoch": 0.3, "learning_rate": 0.0007036710130391174, "loss": 1.4863, "theoretical_loss": 3.6771980682757697, "tokens_seen": 1001324544 }, { "epoch": 0.3, "learning_rate": 0.0007036509528585757, "loss": 1.4758, "theoretical_loss": 3.6771753482588183, "tokens_seen": 1001390080 }, { "epoch": 0.3, "learning_rate": 0.0007036308926780342, "loss": 1.5028, "theoretical_loss": 3.6771526301450352, "tokens_seen": 1001455616 }, { "epoch": 0.3, "learning_rate": 0.0007036108324974925, "loss": 1.6226, "theoretical_loss": 3.6771299139341354, "tokens_seen": 1001521152 }, { "epoch": 0.3, "learning_rate": 0.0007035907723169509, "loss": 1.4782, "theoretical_loss": 3.6771071996258358, "tokens_seen": 1001586688 }, { "epoch": 0.3, "learning_rate": 0.0007035707121364092, "loss": 1.4387, "theoretical_loss": 3.6770844872198523, "tokens_seen": 1001652224 }, { "epoch": 0.3, "learning_rate": 0.0007035506519558676, "loss": 1.5053, "theoretical_loss": 3.6770617767159006, "tokens_seen": 1001717760 }, { "epoch": 0.3, "learning_rate": 0.000703530591775326, "loss": 1.5385, "theoretical_loss": 3.6770390681136984, "tokens_seen": 1001783296 }, { "epoch": 0.3, "learning_rate": 0.0007035105315947844, "loss": 1.4445, "theoretical_loss": 3.677016361412961, "tokens_seen": 1001848832 }, { "epoch": 0.3, "learning_rate": 0.0007034904714142427, "loss": 1.5001, "theoretical_loss": 3.6769936566134045, "tokens_seen": 1001914368 }, { "epoch": 0.3, "learning_rate": 0.0007034704112337012, "loss": 1.5338, "theoretical_loss": 3.676970953714746, "tokens_seen": 1001979904 }, { "epoch": 0.3, "learning_rate": 0.0007034503510531595, "loss": 1.4642, "theoretical_loss": 3.676948252716702, "tokens_seen": 1002045440 }, { "epoch": 0.3, "learning_rate": 0.0007034302908726179, "loss": 1.5481, "theoretical_loss": 3.6769255536189895, "tokens_seen": 1002110976 }, { "epoch": 0.3, "learning_rate": 0.0007034102306920762, "loss": 1.6291, "theoretical_loss": 3.676902856421324, "tokens_seen": 1002176512 }, { "epoch": 0.3, "learning_rate": 0.0007033901705115346, "loss": 1.4995, "theoretical_loss": 3.6768801611234236, "tokens_seen": 1002242048 }, { "epoch": 0.3, "learning_rate": 0.000703370110330993, "loss": 1.5448, "theoretical_loss": 3.6768574677250037, "tokens_seen": 1002307584 }, { "epoch": 0.3, "learning_rate": 0.0007033500501504514, "loss": 1.6575, "theoretical_loss": 3.6768347762257827, "tokens_seen": 1002373120 }, { "epoch": 0.3, "learning_rate": 0.0007033299899699097, "loss": 1.5103, "theoretical_loss": 3.6768120866254757, "tokens_seen": 1002438656 }, { "epoch": 0.3, "learning_rate": 0.0007033099297893682, "loss": 1.4405, "theoretical_loss": 3.676789398923801, "tokens_seen": 1002504192 }, { "epoch": 0.3, "learning_rate": 0.0007032898696088264, "loss": 1.6058, "theoretical_loss": 3.6767667131204753, "tokens_seen": 1002569728 }, { "epoch": 0.3, "learning_rate": 0.0007032698094282849, "loss": 1.4563, "theoretical_loss": 3.6767440292152154, "tokens_seen": 1002635264 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.4905562102794647, "objective/train/docs_used": 368716, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.53972327709198, "objective/train/original_loss": 1.5397231578826904, "objective/train/theoretical_loss": 3.6767213472077387, "objective/train/tokens_used": 1023160800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2414381355047226, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502829551696777, "objective/train/weighted_lm_loss": 1.6172175407409668, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6767213472077387, "tokens_seen": 1002700800 }, { "epoch": 0.3, "learning_rate": 0.0007032497492477432, "loss": 1.5689, "theoretical_loss": 3.6767213472077387, "tokens_seen": 1002700800 }, { "epoch": 0.3, "learning_rate": 0.0007032296890672016, "loss": 1.5244, "theoretical_loss": 3.676698667097762, "tokens_seen": 1002766336 }, { "epoch": 0.3, "learning_rate": 0.00070320962888666, "loss": 1.3898, "theoretical_loss": 3.6766759888850036, "tokens_seen": 1002831872 }, { "epoch": 0.3, "learning_rate": 0.0007031895687061183, "loss": 1.511, "theoretical_loss": 3.6766533125691794, "tokens_seen": 1002897408 }, { "epoch": 0.3, "learning_rate": 0.0007031695085255767, "loss": 1.5228, "theoretical_loss": 3.676630638150008, "tokens_seen": 1002962944 }, { "epoch": 0.3, "learning_rate": 0.0007031494483450352, "loss": 1.4965, "theoretical_loss": 3.676607965627206, "tokens_seen": 1003028480 }, { "epoch": 0.3, "learning_rate": 0.0007031293881644934, "loss": 1.4587, "theoretical_loss": 3.6765852950004914, "tokens_seen": 1003094016 }, { "epoch": 0.3, "learning_rate": 0.0007031093279839519, "loss": 1.4355, "theoretical_loss": 3.6765626262695816, "tokens_seen": 1003159552 }, { "epoch": 0.3, "learning_rate": 0.0007030892678034103, "loss": 1.5039, "theoretical_loss": 3.6765399594341943, "tokens_seen": 1003225088 }, { "epoch": 0.3, "learning_rate": 0.0007030692076228686, "loss": 1.5981, "theoretical_loss": 3.6765172944940474, "tokens_seen": 1003290624 }, { "epoch": 0.3, "learning_rate": 0.000703049147442327, "loss": 1.5812, "theoretical_loss": 3.6764946314488585, "tokens_seen": 1003356160 }, { "epoch": 0.3, "learning_rate": 0.0007030290872617853, "loss": 1.5572, "theoretical_loss": 3.676471970298345, "tokens_seen": 1003421696 }, { "epoch": 0.3, "learning_rate": 0.0007030090270812437, "loss": 1.4582, "theoretical_loss": 3.676449311042225, "tokens_seen": 1003487232 }, { "epoch": 0.3, "learning_rate": 0.0007029889669007022, "loss": 1.5977, "theoretical_loss": 3.676426653680217, "tokens_seen": 1003552768 }, { "epoch": 0.3, "learning_rate": 0.0007029689067201604, "loss": 1.5765, "theoretical_loss": 3.676403998212038, "tokens_seen": 1003618304 }, { "epoch": 0.3, "learning_rate": 0.0007029488465396189, "loss": 1.6281, "theoretical_loss": 3.6763813446374067, "tokens_seen": 1003683840 }, { "epoch": 0.3, "learning_rate": 0.0007029287863590772, "loss": 1.6223, "theoretical_loss": 3.6763586929560415, "tokens_seen": 1003749376 }, { "epoch": 0.3, "learning_rate": 0.0007029087261785356, "loss": 1.524, "theoretical_loss": 3.6763360431676597, "tokens_seen": 1003814912 }, { "epoch": 0.3, "learning_rate": 0.000702888665997994, "loss": 1.5624, "theoretical_loss": 3.67631339527198, "tokens_seen": 1003880448 }, { "epoch": 0.3, "learning_rate": 0.0007028686058174523, "loss": 1.5928, "theoretical_loss": 3.6762907492687207, "tokens_seen": 1003945984 }, { "epoch": 0.3, "learning_rate": 0.0007028485456369107, "loss": 1.5105, "theoretical_loss": 3.6762681051576003, "tokens_seen": 1004011520 }, { "epoch": 0.3, "learning_rate": 0.0007028284854563691, "loss": 1.4234, "theoretical_loss": 3.6762454629383368, "tokens_seen": 1004077056 }, { "epoch": 0.3, "learning_rate": 0.0007028084252758274, "loss": 1.4384, "theoretical_loss": 3.676222822610649, "tokens_seen": 1004142592 }, { "epoch": 0.3, "learning_rate": 0.0007027883650952859, "loss": 1.5835, "theoretical_loss": 3.6762001841742555, "tokens_seen": 1004208128 }, { "epoch": 0.3, "learning_rate": 0.0007027683049147442, "loss": 1.6196, "theoretical_loss": 3.6761775476288747, "tokens_seen": 1004273664 }, { "epoch": 0.3, "learning_rate": 0.0007027482447342026, "loss": 1.3853, "theoretical_loss": 3.676154912974225, "tokens_seen": 1004339200 }, { "epoch": 0.3, "learning_rate": 0.000702728184553661, "loss": 1.5688, "theoretical_loss": 3.676132280210026, "tokens_seen": 1004404736 }, { "epoch": 0.3, "learning_rate": 0.0007027081243731194, "loss": 1.5274, "theoretical_loss": 3.6761096493359955, "tokens_seen": 1004470272 }, { "epoch": 0.3, "learning_rate": 0.0007026880641925778, "loss": 1.6464, "theoretical_loss": 3.6760870203518525, "tokens_seen": 1004535808 }, { "epoch": 0.3, "learning_rate": 0.0007026680040120361, "loss": 1.5164, "theoretical_loss": 3.6760643932573167, "tokens_seen": 1004601344 }, { "epoch": 0.3, "learning_rate": 0.0007026479438314946, "loss": 1.4398, "theoretical_loss": 3.676041768052106, "tokens_seen": 1004666880 }, { "epoch": 0.3, "learning_rate": 0.0007026278836509529, "loss": 1.4357, "theoretical_loss": 3.6760191447359403, "tokens_seen": 1004732416 }, { "epoch": 0.3, "learning_rate": 0.0007026078234704113, "loss": 1.4326, "theoretical_loss": 3.6759965233085383, "tokens_seen": 1004797952 }, { "epoch": 0.3, "learning_rate": 0.0007025877632898696, "loss": 1.4622, "theoretical_loss": 3.675973903769619, "tokens_seen": 1004863488 }, { "epoch": 0.3, "learning_rate": 0.000702567703109328, "loss": 1.6672, "theoretical_loss": 3.6759512861189014, "tokens_seen": 1004929024 }, { "epoch": 0.3, "learning_rate": 0.0007025476429287864, "loss": 1.4631, "theoretical_loss": 3.675928670356105, "tokens_seen": 1004994560 }, { "epoch": 0.3, "learning_rate": 0.0007025275827482448, "loss": 1.5252, "theoretical_loss": 3.6759060564809496, "tokens_seen": 1005060096 }, { "epoch": 0.3, "learning_rate": 0.0007025075225677031, "loss": 1.5008, "theoretical_loss": 3.675883444493154, "tokens_seen": 1005125632 }, { "epoch": 0.3, "learning_rate": 0.0007024874623871616, "loss": 1.5267, "theoretical_loss": 3.675860834392438, "tokens_seen": 1005191168 }, { "epoch": 0.3, "learning_rate": 0.0007024674022066199, "loss": 1.5296, "theoretical_loss": 3.6758382261785205, "tokens_seen": 1005256704 }, { "epoch": 0.3, "learning_rate": 0.0007024473420260783, "loss": 1.5513, "theoretical_loss": 3.6758156198511216, "tokens_seen": 1005322240 }, { "epoch": 0.3, "learning_rate": 0.0007024272818455366, "loss": 1.6424, "theoretical_loss": 3.675793015409961, "tokens_seen": 1005387776 }, { "epoch": 0.3, "learning_rate": 0.000702407221664995, "loss": 1.5271, "theoretical_loss": 3.675770412854758, "tokens_seen": 1005453312 }, { "epoch": 0.3, "learning_rate": 0.0007023871614844534, "loss": 1.5116, "theoretical_loss": 3.6757478121852323, "tokens_seen": 1005518848 }, { "epoch": 0.3, "learning_rate": 0.0007023671013039118, "loss": 1.5236, "theoretical_loss": 3.675725213401104, "tokens_seen": 1005584384 }, { "epoch": 0.3, "learning_rate": 0.0007023470411233701, "loss": 1.689, "theoretical_loss": 3.6757026165020927, "tokens_seen": 1005649920 }, { "epoch": 0.3, "learning_rate": 0.0007023269809428286, "loss": 1.4822, "theoretical_loss": 3.675680021487919, "tokens_seen": 1005715456 }, { "epoch": 0.3, "learning_rate": 0.0007023069207622868, "loss": 1.603, "theoretical_loss": 3.675657428358302, "tokens_seen": 1005780992 }, { "epoch": 0.3, "learning_rate": 0.0007022868605817453, "loss": 1.4438, "theoretical_loss": 3.6756348371129617, "tokens_seen": 1005846528 }, { "epoch": 0.3, "learning_rate": 0.0007022668004012037, "loss": 1.5488, "theoretical_loss": 3.6756122477516184, "tokens_seen": 1005912064 }, { "epoch": 0.3, "objective/train/advantage_avg": 0.49357861280441284, "objective/train/docs_used": 369909, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5831763744354248, "objective/train/original_loss": 1.5831763744354248, "objective/train/theoretical_loss": 3.6755896602739933, "objective/train/tokens_used": 1026437600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24397243559360504, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05059814453125, "objective/train/weighted_lm_loss": 1.6631537675857544, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.6755896602739933, "tokens_seen": 1005977600 }, { "epoch": 0.3, "learning_rate": 0.000702246740220662, "loss": 1.6501, "theoretical_loss": 3.6755896602739933, "tokens_seen": 1005977600 }, { "epoch": 0.3, "learning_rate": 0.0007022266800401204, "loss": 1.5701, "theoretical_loss": 3.675567074679805, "tokens_seen": 1006043136 }, { "epoch": 0.3, "learning_rate": 0.0007022066198595787, "loss": 1.5611, "theoretical_loss": 3.6755444909687744, "tokens_seen": 1006108672 }, { "epoch": 0.3, "learning_rate": 0.0007021865596790371, "loss": 1.5434, "theoretical_loss": 3.6755219091406226, "tokens_seen": 1006174208 }, { "epoch": 0.3, "learning_rate": 0.0007021664994984956, "loss": 1.4719, "theoretical_loss": 3.675499329195069, "tokens_seen": 1006239744 }, { "epoch": 0.3, "learning_rate": 0.0007021464393179538, "loss": 1.4943, "theoretical_loss": 3.6754767511318347, "tokens_seen": 1006305280 }, { "epoch": 0.3, "learning_rate": 0.0007021263791374123, "loss": 1.5805, "theoretical_loss": 3.675454174950639, "tokens_seen": 1006370816 }, { "epoch": 0.3, "learning_rate": 0.0007021063189568707, "loss": 1.5032, "theoretical_loss": 3.675431600651204, "tokens_seen": 1006436352 }, { "epoch": 0.31, "learning_rate": 0.000702086258776329, "loss": 1.4828, "theoretical_loss": 3.6754090282332497, "tokens_seen": 1006501888 }, { "epoch": 0.31, "learning_rate": 0.0007020661985957874, "loss": 1.4529, "theoretical_loss": 3.6753864576964967, "tokens_seen": 1006567424 }, { "epoch": 0.31, "learning_rate": 0.0007020461384152457, "loss": 1.5744, "theoretical_loss": 3.675363889040666, "tokens_seen": 1006632960 }, { "epoch": 0.31, "learning_rate": 0.0007020260782347041, "loss": 1.4183, "theoretical_loss": 3.675341322265478, "tokens_seen": 1006698496 }, { "epoch": 0.31, "learning_rate": 0.0007020060180541626, "loss": 1.5818, "theoretical_loss": 3.675318757370654, "tokens_seen": 1006764032 }, { "epoch": 0.31, "learning_rate": 0.0007019859578736208, "loss": 1.601, "theoretical_loss": 3.675296194355915, "tokens_seen": 1006829568 }, { "epoch": 0.31, "learning_rate": 0.0007019658976930793, "loss": 1.524, "theoretical_loss": 3.675273633220981, "tokens_seen": 1006895104 }, { "epoch": 0.31, "learning_rate": 0.0007019458375125376, "loss": 1.4939, "theoretical_loss": 3.6752510739655744, "tokens_seen": 1006960640 }, { "epoch": 0.31, "learning_rate": 0.000701925777331996, "loss": 1.5708, "theoretical_loss": 3.675228516589416, "tokens_seen": 1007026176 }, { "epoch": 0.31, "learning_rate": 0.0007019057171514544, "loss": 1.4934, "theoretical_loss": 3.6752059610922263, "tokens_seen": 1007091712 }, { "epoch": 0.31, "learning_rate": 0.0007018856569709127, "loss": 1.5399, "theoretical_loss": 3.6751834074737264, "tokens_seen": 1007157248 }, { "epoch": 0.31, "learning_rate": 0.0007018655967903711, "loss": 1.4695, "theoretical_loss": 3.6751608557336386, "tokens_seen": 1007222784 }, { "epoch": 0.31, "learning_rate": 0.0007018455366098295, "loss": 1.6317, "theoretical_loss": 3.675138305871684, "tokens_seen": 1007288320 }, { "epoch": 0.31, "learning_rate": 0.0007018254764292878, "loss": 1.5978, "theoretical_loss": 3.6751157578875837, "tokens_seen": 1007353856 }, { "epoch": 0.31, "learning_rate": 0.0007018054162487463, "loss": 1.5243, "theoretical_loss": 3.675093211781059, "tokens_seen": 1007419392 }, { "epoch": 0.31, "learning_rate": 0.0007017853560682046, "loss": 1.4755, "theoretical_loss": 3.6750706675518314, "tokens_seen": 1007484928 }, { "epoch": 0.31, "learning_rate": 0.000701765295887663, "loss": 1.6956, "theoretical_loss": 3.6750481251996234, "tokens_seen": 1007550464 }, { "epoch": 0.31, "learning_rate": 0.0007017452357071214, "loss": 1.5832, "theoretical_loss": 3.6750255847241555, "tokens_seen": 1007616000 }, { "epoch": 0.31, "learning_rate": 0.0007017251755265798, "loss": 1.5781, "theoretical_loss": 3.67500304612515, "tokens_seen": 1007681536 }, { "epoch": 0.31, "learning_rate": 0.0007017051153460381, "loss": 1.6108, "theoretical_loss": 3.674980509402329, "tokens_seen": 1007747072 }, { "epoch": 0.31, "learning_rate": 0.0007016850551654965, "loss": 1.5358, "theoretical_loss": 3.674957974555413, "tokens_seen": 1007812608 }, { "epoch": 0.31, "learning_rate": 0.0007016649949849548, "loss": 1.5525, "theoretical_loss": 3.6749354415841253, "tokens_seen": 1007878144 }, { "epoch": 0.31, "learning_rate": 0.0007016449348044133, "loss": 1.4956, "theoretical_loss": 3.674912910488187, "tokens_seen": 1007943680 }, { "epoch": 0.31, "learning_rate": 0.0007016248746238716, "loss": 1.4714, "theoretical_loss": 3.674890381267321, "tokens_seen": 1008009216 }, { "epoch": 0.31, "learning_rate": 0.00070160481444333, "loss": 1.656, "theoretical_loss": 3.6748678539212483, "tokens_seen": 1008074752 }, { "epoch": 0.31, "learning_rate": 0.0007015847542627883, "loss": 1.6167, "theoretical_loss": 3.674845328449691, "tokens_seen": 1008140288 }, { "epoch": 0.31, "learning_rate": 0.0007015646940822468, "loss": 1.4724, "theoretical_loss": 3.6748228048523726, "tokens_seen": 1008205824 }, { "epoch": 0.31, "learning_rate": 0.0007015446339017051, "loss": 1.5701, "theoretical_loss": 3.6748002831290143, "tokens_seen": 1008271360 }, { "epoch": 0.31, "learning_rate": 0.0007015245737211635, "loss": 1.651, "theoretical_loss": 3.674777763279338, "tokens_seen": 1008336896 }, { "epoch": 0.31, "learning_rate": 0.0007015045135406218, "loss": 1.5809, "theoretical_loss": 3.674755245303068, "tokens_seen": 1008402432 }, { "epoch": 0.31, "learning_rate": 0.0007014844533600803, "loss": 1.5914, "theoretical_loss": 3.674732729199924, "tokens_seen": 1008467968 }, { "epoch": 0.31, "learning_rate": 0.0007014643931795386, "loss": 1.4676, "theoretical_loss": 3.6747102149696307, "tokens_seen": 1008533504 }, { "epoch": 0.31, "learning_rate": 0.000701444332998997, "loss": 1.4777, "theoretical_loss": 3.6746877026119096, "tokens_seen": 1008599040 }, { "epoch": 0.31, "learning_rate": 0.0007014242728184553, "loss": 1.503, "theoretical_loss": 3.674665192126483, "tokens_seen": 1008664576 }, { "epoch": 0.31, "learning_rate": 0.0007014042126379138, "loss": 1.6068, "theoretical_loss": 3.674642683513074, "tokens_seen": 1008730112 }, { "epoch": 0.31, "learning_rate": 0.0007013841524573721, "loss": 1.4877, "theoretical_loss": 3.674620176771406, "tokens_seen": 1008795648 }, { "epoch": 0.31, "learning_rate": 0.0007013640922768305, "loss": 1.6477, "theoretical_loss": 3.674597671901201, "tokens_seen": 1008861184 }, { "epoch": 0.31, "learning_rate": 0.0007013440320962889, "loss": 1.5033, "theoretical_loss": 3.6745751689021815, "tokens_seen": 1008926720 }, { "epoch": 0.31, "learning_rate": 0.0007013239719157472, "loss": 1.6025, "theoretical_loss": 3.674552667774071, "tokens_seen": 1008992256 }, { "epoch": 0.31, "learning_rate": 0.0007013039117352056, "loss": 1.4483, "theoretical_loss": 3.6745301685165925, "tokens_seen": 1009057792 }, { "epoch": 0.31, "learning_rate": 0.000701283851554664, "loss": 1.4369, "theoretical_loss": 3.6745076711294686, "tokens_seen": 1009123328 }, { "epoch": 0.31, "learning_rate": 0.0007012637913741223, "loss": 1.5422, "theoretical_loss": 3.6744851756124226, "tokens_seen": 1009188864 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.49197760224342346, "objective/train/docs_used": 370943, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5528076887130737, "objective/train/original_loss": 1.5528078079223633, "objective/train/theoretical_loss": 3.6744626819651773, "objective/train/tokens_used": 1029714400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24257339537143707, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504308938980103, "objective/train/weighted_lm_loss": 1.6308166980743408, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6744626819651773, "tokens_seen": 1009254400 }, { "epoch": 0.31, "learning_rate": 0.0007012437311935808, "loss": 1.546, "theoretical_loss": 3.6744626819651773, "tokens_seen": 1009254400 }, { "epoch": 0.31, "learning_rate": 0.000701223671013039, "loss": 1.5858, "theoretical_loss": 3.6744401901874566, "tokens_seen": 1009319936 }, { "epoch": 0.31, "learning_rate": 0.0007012036108324975, "loss": 1.5433, "theoretical_loss": 3.674417700278983, "tokens_seen": 1009385472 }, { "epoch": 0.31, "learning_rate": 0.000701183550651956, "loss": 1.5089, "theoretical_loss": 3.67439521223948, "tokens_seen": 1009451008 }, { "epoch": 0.31, "learning_rate": 0.0007011634904714142, "loss": 1.4545, "theoretical_loss": 3.674372726068671, "tokens_seen": 1009516544 }, { "epoch": 0.31, "learning_rate": 0.0007011434302908727, "loss": 1.5082, "theoretical_loss": 3.6743502417662803, "tokens_seen": 1009582080 }, { "epoch": 0.31, "learning_rate": 0.0007011233701103311, "loss": 1.591, "theoretical_loss": 3.67432775933203, "tokens_seen": 1009647616 }, { "epoch": 0.31, "learning_rate": 0.0007011033099297894, "loss": 1.419, "theoretical_loss": 3.674305278765644, "tokens_seen": 1009713152 }, { "epoch": 0.31, "learning_rate": 0.0007010832497492478, "loss": 1.5132, "theoretical_loss": 3.6742828000668464, "tokens_seen": 1009778688 }, { "epoch": 0.31, "learning_rate": 0.0007010631895687061, "loss": 1.5282, "theoretical_loss": 3.6742603232353606, "tokens_seen": 1009844224 }, { "epoch": 0.31, "learning_rate": 0.0007010431293881645, "loss": 1.4752, "theoretical_loss": 3.6742378482709093, "tokens_seen": 1009909760 }, { "epoch": 0.31, "learning_rate": 0.000701023069207623, "loss": 1.5273, "theoretical_loss": 3.674215375173218, "tokens_seen": 1009975296 }, { "epoch": 0.31, "learning_rate": 0.0007010030090270812, "loss": 1.5562, "theoretical_loss": 3.6741929039420103, "tokens_seen": 1010040832 }, { "epoch": 0.31, "learning_rate": 0.0007009829488465397, "loss": 1.5619, "theoretical_loss": 3.6741704345770088, "tokens_seen": 1010106368 }, { "epoch": 0.31, "learning_rate": 0.000700962888665998, "loss": 1.475, "theoretical_loss": 3.6741479670779387, "tokens_seen": 1010171904 }, { "epoch": 0.31, "learning_rate": 0.0007009428284854564, "loss": 1.5155, "theoretical_loss": 3.6741255014445233, "tokens_seen": 1010237440 }, { "epoch": 0.31, "learning_rate": 0.0007009227683049148, "loss": 1.4929, "theoretical_loss": 3.6741030376764865, "tokens_seen": 1010302976 }, { "epoch": 0.31, "learning_rate": 0.0007009027081243731, "loss": 1.5483, "theoretical_loss": 3.6740805757735533, "tokens_seen": 1010368512 }, { "epoch": 0.31, "learning_rate": 0.0007008826479438315, "loss": 1.5221, "theoretical_loss": 3.6740581157354475, "tokens_seen": 1010434048 }, { "epoch": 0.31, "learning_rate": 0.0007008625877632899, "loss": 1.6347, "theoretical_loss": 3.674035657561893, "tokens_seen": 1010499584 }, { "epoch": 0.31, "learning_rate": 0.0007008425275827482, "loss": 1.5191, "theoretical_loss": 3.674013201252614, "tokens_seen": 1010565120 }, { "epoch": 0.31, "learning_rate": 0.0007008224674022067, "loss": 1.588, "theoretical_loss": 3.6739907468073354, "tokens_seen": 1010630656 }, { "epoch": 0.31, "learning_rate": 0.000700802407221665, "loss": 1.545, "theoretical_loss": 3.6739682942257814, "tokens_seen": 1010696192 }, { "epoch": 0.31, "learning_rate": 0.0007007823470411234, "loss": 1.4837, "theoretical_loss": 3.673945843507677, "tokens_seen": 1010761728 }, { "epoch": 0.31, "learning_rate": 0.0007007622868605818, "loss": 1.5084, "theoretical_loss": 3.6739233946527454, "tokens_seen": 1010827264 }, { "epoch": 0.31, "learning_rate": 0.0007007422266800402, "loss": 1.4455, "theoretical_loss": 3.6739009476607123, "tokens_seen": 1010892800 }, { "epoch": 0.31, "learning_rate": 0.0007007221664994985, "loss": 1.4828, "theoretical_loss": 3.673878502531302, "tokens_seen": 1010958336 }, { "epoch": 0.31, "learning_rate": 0.0007007021063189569, "loss": 1.4814, "theoretical_loss": 3.6738560592642395, "tokens_seen": 1011023872 }, { "epoch": 0.31, "learning_rate": 0.0007006820461384152, "loss": 1.53, "theoretical_loss": 3.6738336178592492, "tokens_seen": 1011089408 }, { "epoch": 0.31, "learning_rate": 0.0007006619859578737, "loss": 1.667, "theoretical_loss": 3.6738111783160567, "tokens_seen": 1011154944 }, { "epoch": 0.31, "learning_rate": 0.000700641925777332, "loss": 1.5704, "theoretical_loss": 3.6737887406343854, "tokens_seen": 1011220480 }, { "epoch": 0.31, "learning_rate": 0.0007006218655967904, "loss": 1.6325, "theoretical_loss": 3.6737663048139613, "tokens_seen": 1011286016 }, { "epoch": 0.31, "learning_rate": 0.0007006018054162487, "loss": 1.5977, "theoretical_loss": 3.6737438708545094, "tokens_seen": 1011351552 }, { "epoch": 0.31, "learning_rate": 0.0007005817452357072, "loss": 1.5822, "theoretical_loss": 3.673721438755755, "tokens_seen": 1011417088 }, { "epoch": 0.31, "learning_rate": 0.0007005616850551655, "loss": 1.4895, "theoretical_loss": 3.673699008517422, "tokens_seen": 1011482624 }, { "epoch": 0.31, "learning_rate": 0.0007005416248746239, "loss": 1.5886, "theoretical_loss": 3.6736765801392366, "tokens_seen": 1011548160 }, { "epoch": 0.31, "learning_rate": 0.0007005215646940822, "loss": 1.4549, "theoretical_loss": 3.673654153620924, "tokens_seen": 1011613696 }, { "epoch": 0.31, "learning_rate": 0.0007005015045135407, "loss": 1.6169, "theoretical_loss": 3.673631728962209, "tokens_seen": 1011679232 }, { "epoch": 0.31, "learning_rate": 0.000700481444332999, "loss": 1.5835, "theoretical_loss": 3.6736093061628177, "tokens_seen": 1011744768 }, { "epoch": 0.31, "learning_rate": 0.0007004613841524574, "loss": 1.5883, "theoretical_loss": 3.673586885222475, "tokens_seen": 1011810304 }, { "epoch": 0.31, "learning_rate": 0.0007004413239719157, "loss": 1.6057, "theoretical_loss": 3.673564466140906, "tokens_seen": 1011875840 }, { "epoch": 0.31, "learning_rate": 0.0007004212637913742, "loss": 1.5115, "theoretical_loss": 3.673542048917837, "tokens_seen": 1011941376 }, { "epoch": 0.31, "learning_rate": 0.0007004012036108325, "loss": 1.4975, "theoretical_loss": 3.6735196335529934, "tokens_seen": 1012006912 }, { "epoch": 0.31, "learning_rate": 0.0007003811434302909, "loss": 1.5642, "theoretical_loss": 3.6734972200461007, "tokens_seen": 1012072448 }, { "epoch": 0.31, "learning_rate": 0.0007003610832497493, "loss": 1.5226, "theoretical_loss": 3.6734748083968842, "tokens_seen": 1012137984 }, { "epoch": 0.31, "learning_rate": 0.0007003410230692076, "loss": 1.4878, "theoretical_loss": 3.6734523986050704, "tokens_seen": 1012203520 }, { "epoch": 0.31, "learning_rate": 0.000700320962888666, "loss": 1.5178, "theoretical_loss": 3.673429990670385, "tokens_seen": 1012269056 }, { "epoch": 0.31, "learning_rate": 0.0007003009027081245, "loss": 1.4499, "theoretical_loss": 3.673407584592553, "tokens_seen": 1012334592 }, { "epoch": 0.31, "learning_rate": 0.0007002808425275827, "loss": 1.7169, "theoretical_loss": 3.6733851803713016, "tokens_seen": 1012400128 }, { "epoch": 0.31, "learning_rate": 0.0007002607823470412, "loss": 1.5403, "theoretical_loss": 3.6733627780063562, "tokens_seen": 1012465664 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.48277798295021057, "objective/train/docs_used": 372166, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.484204649925232, "objective/train/original_loss": 1.4842047691345215, "objective/train/theoretical_loss": 3.6733403774974427, "objective/train/tokens_used": 1032991200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23505361378192902, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.049472451210022, "objective/train/weighted_lm_loss": 1.5566273927688599, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.6733403774974427, "tokens_seen": 1012531200 }, { "epoch": 0.31, "learning_rate": 0.0007002407221664994, "loss": 1.5901, "theoretical_loss": 3.6733403774974427, "tokens_seen": 1012531200 }, { "epoch": 0.31, "learning_rate": 0.0007002206619859579, "loss": 1.5397, "theoretical_loss": 3.6733179788442873, "tokens_seen": 1012596736 }, { "epoch": 0.31, "learning_rate": 0.0007002006018054163, "loss": 1.5415, "theoretical_loss": 3.673295582046616, "tokens_seen": 1012662272 }, { "epoch": 0.31, "learning_rate": 0.0007001805416248746, "loss": 1.5434, "theoretical_loss": 3.6732731871041557, "tokens_seen": 1012727808 }, { "epoch": 0.31, "learning_rate": 0.000700160481444333, "loss": 1.6314, "theoretical_loss": 3.6732507940166323, "tokens_seen": 1012793344 }, { "epoch": 0.31, "learning_rate": 0.0007001404212637915, "loss": 1.5295, "theoretical_loss": 3.6732284027837716, "tokens_seen": 1012858880 }, { "epoch": 0.31, "learning_rate": 0.0007001203610832497, "loss": 1.4725, "theoretical_loss": 3.6732060134053013, "tokens_seen": 1012924416 }, { "epoch": 0.31, "learning_rate": 0.0007001003009027082, "loss": 1.5402, "theoretical_loss": 3.673183625880946, "tokens_seen": 1012989952 }, { "epoch": 0.31, "learning_rate": 0.0007000802407221664, "loss": 1.5498, "theoretical_loss": 3.673161240210434, "tokens_seen": 1013055488 }, { "epoch": 0.31, "learning_rate": 0.0007000601805416249, "loss": 1.5106, "theoretical_loss": 3.673138856393491, "tokens_seen": 1013121024 }, { "epoch": 0.31, "learning_rate": 0.0007000401203610833, "loss": 1.5873, "theoretical_loss": 3.673116474429844, "tokens_seen": 1013186560 }, { "epoch": 0.31, "learning_rate": 0.0007000200601805416, "loss": 1.627, "theoretical_loss": 3.6730940943192194, "tokens_seen": 1013252096 }, { "epoch": 0.31, "learning_rate": 0.0007, "loss": 1.4893, "theoretical_loss": 3.6730717160613437, "tokens_seen": 1013317632 }, { "epoch": 0.31, "learning_rate": 0.0006999799398194584, "loss": 1.6312, "theoretical_loss": 3.6730493396559445, "tokens_seen": 1013383168 }, { "epoch": 0.31, "learning_rate": 0.0006999598796389167, "loss": 1.602, "theoretical_loss": 3.673026965102748, "tokens_seen": 1013448704 }, { "epoch": 0.31, "learning_rate": 0.0006999398194583752, "loss": 1.5063, "theoretical_loss": 3.6730045924014814, "tokens_seen": 1013514240 }, { "epoch": 0.31, "learning_rate": 0.0006999197592778334, "loss": 1.5686, "theoretical_loss": 3.6729822215518713, "tokens_seen": 1013579776 }, { "epoch": 0.31, "learning_rate": 0.0006998996990972919, "loss": 1.4278, "theoretical_loss": 3.672959852553645, "tokens_seen": 1013645312 }, { "epoch": 0.31, "learning_rate": 0.0006998796389167502, "loss": 1.5401, "theoretical_loss": 3.67293748540653, "tokens_seen": 1013710848 }, { "epoch": 0.31, "learning_rate": 0.0006998595787362086, "loss": 1.4658, "theoretical_loss": 3.672915120110253, "tokens_seen": 1013776384 }, { "epoch": 0.31, "learning_rate": 0.000699839518555667, "loss": 1.4574, "theoretical_loss": 3.6728927566645413, "tokens_seen": 1013841920 }, { "epoch": 0.31, "learning_rate": 0.0006998194583751254, "loss": 1.4926, "theoretical_loss": 3.6728703950691224, "tokens_seen": 1013907456 }, { "epoch": 0.31, "learning_rate": 0.0006997993981945837, "loss": 1.6022, "theoretical_loss": 3.672848035323723, "tokens_seen": 1013972992 }, { "epoch": 0.31, "learning_rate": 0.0006997793380140422, "loss": 1.5332, "theoretical_loss": 3.6728256774280714, "tokens_seen": 1014038528 }, { "epoch": 0.31, "learning_rate": 0.0006997592778335004, "loss": 1.5277, "theoretical_loss": 3.672803321381894, "tokens_seen": 1014104064 }, { "epoch": 0.31, "learning_rate": 0.0006997392176529589, "loss": 1.5636, "theoretical_loss": 3.672780967184919, "tokens_seen": 1014169600 }, { "epoch": 0.31, "learning_rate": 0.0006997191574724172, "loss": 1.4783, "theoretical_loss": 3.6727586148368743, "tokens_seen": 1014235136 }, { "epoch": 0.31, "learning_rate": 0.0006996990972918756, "loss": 1.4591, "theoretical_loss": 3.6727362643374866, "tokens_seen": 1014300672 }, { "epoch": 0.31, "learning_rate": 0.0006996790371113341, "loss": 1.5983, "theoretical_loss": 3.672713915686484, "tokens_seen": 1014366208 }, { "epoch": 0.31, "learning_rate": 0.0006996589769307924, "loss": 1.6144, "theoretical_loss": 3.672691568883594, "tokens_seen": 1014431744 }, { "epoch": 0.31, "learning_rate": 0.0006996389167502508, "loss": 1.4741, "theoretical_loss": 3.672669223928545, "tokens_seen": 1014497280 }, { "epoch": 0.31, "learning_rate": 0.0006996188565697091, "loss": 1.5191, "theoretical_loss": 3.6726468808210644, "tokens_seen": 1014562816 }, { "epoch": 0.31, "learning_rate": 0.0006995987963891676, "loss": 1.4376, "theoretical_loss": 3.6726245395608803, "tokens_seen": 1014628352 }, { "epoch": 0.31, "learning_rate": 0.0006995787362086259, "loss": 1.4703, "theoretical_loss": 3.6726022001477205, "tokens_seen": 1014693888 }, { "epoch": 0.31, "learning_rate": 0.0006995586760280843, "loss": 1.6371, "theoretical_loss": 3.672579862581313, "tokens_seen": 1014759424 }, { "epoch": 0.31, "learning_rate": 0.0006995386158475426, "loss": 1.4595, "theoretical_loss": 3.672557526861386, "tokens_seen": 1014824960 }, { "epoch": 0.31, "learning_rate": 0.0006995185556670011, "loss": 1.6451, "theoretical_loss": 3.6725351929876675, "tokens_seen": 1014890496 }, { "epoch": 0.31, "learning_rate": 0.0006994984954864594, "loss": 1.4544, "theoretical_loss": 3.672512860959886, "tokens_seen": 1014956032 }, { "epoch": 0.31, "learning_rate": 0.0006994784353059178, "loss": 1.5339, "theoretical_loss": 3.672490530777769, "tokens_seen": 1015021568 }, { "epoch": 0.31, "learning_rate": 0.0006994583751253761, "loss": 1.5035, "theoretical_loss": 3.672468202441046, "tokens_seen": 1015087104 }, { "epoch": 0.31, "learning_rate": 0.0006994383149448346, "loss": 1.5649, "theoretical_loss": 3.6724458759494443, "tokens_seen": 1015152640 }, { "epoch": 0.31, "learning_rate": 0.0006994182547642929, "loss": 1.5112, "theoretical_loss": 3.672423551302693, "tokens_seen": 1015218176 }, { "epoch": 0.31, "learning_rate": 0.0006993981945837513, "loss": 1.5527, "theoretical_loss": 3.6724012285005196, "tokens_seen": 1015283712 }, { "epoch": 0.31, "learning_rate": 0.0006993781344032097, "loss": 1.5171, "theoretical_loss": 3.6723789075426545, "tokens_seen": 1015349248 }, { "epoch": 0.31, "learning_rate": 0.000699358074222668, "loss": 1.5402, "theoretical_loss": 3.6723565884288245, "tokens_seen": 1015414784 }, { "epoch": 0.31, "learning_rate": 0.0006993380140421264, "loss": 1.5737, "theoretical_loss": 3.6723342711587588, "tokens_seen": 1015480320 }, { "epoch": 0.31, "learning_rate": 0.0006993179538615849, "loss": 1.578, "theoretical_loss": 3.6723119557321864, "tokens_seen": 1015545856 }, { "epoch": 0.31, "learning_rate": 0.0006992978936810431, "loss": 1.4938, "theoretical_loss": 3.672289642148836, "tokens_seen": 1015611392 }, { "epoch": 0.31, "learning_rate": 0.0006992778335005016, "loss": 1.5196, "theoretical_loss": 3.6722673304084363, "tokens_seen": 1015676928 }, { "epoch": 0.31, "learning_rate": 0.0006992577733199598, "loss": 1.6388, "theoretical_loss": 3.672245020510716, "tokens_seen": 1015742464 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.49098140001296997, "objective/train/docs_used": 372984, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4237624406814575, "objective/train/original_loss": 1.423762559890747, "objective/train/theoretical_loss": 3.6722227124554045, "objective/train/tokens_used": 1036268000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24208305776119232, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503287315368652, "objective/train/weighted_lm_loss": 1.4956014156341553, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6722227124554045, "tokens_seen": 1015808000 }, { "epoch": 0.31, "learning_rate": 0.0006992377131394183, "loss": 1.5225, "theoretical_loss": 3.6722227124554045, "tokens_seen": 1015808000 }, { "epoch": 0.31, "learning_rate": 0.0006992176529588767, "loss": 1.4619, "theoretical_loss": 3.67220040624223, "tokens_seen": 1015873536 }, { "epoch": 0.31, "learning_rate": 0.000699197592778335, "loss": 1.5031, "theoretical_loss": 3.6721781018709225, "tokens_seen": 1015939072 }, { "epoch": 0.31, "learning_rate": 0.0006991775325977934, "loss": 1.5608, "theoretical_loss": 3.6721557993412106, "tokens_seen": 1016004608 }, { "epoch": 0.31, "learning_rate": 0.0006991574724172519, "loss": 1.4036, "theoretical_loss": 3.6721334986528236, "tokens_seen": 1016070144 }, { "epoch": 0.31, "learning_rate": 0.0006991374122367101, "loss": 1.5446, "theoretical_loss": 3.6721111998054914, "tokens_seen": 1016135680 }, { "epoch": 0.31, "learning_rate": 0.0006991173520561686, "loss": 1.6334, "theoretical_loss": 3.672088902798942, "tokens_seen": 1016201216 }, { "epoch": 0.31, "learning_rate": 0.0006990972918756268, "loss": 1.6013, "theoretical_loss": 3.672066607632905, "tokens_seen": 1016266752 }, { "epoch": 0.31, "learning_rate": 0.0006990772316950853, "loss": 1.4772, "theoretical_loss": 3.6720443143071106, "tokens_seen": 1016332288 }, { "epoch": 0.31, "learning_rate": 0.0006990571715145437, "loss": 1.586, "theoretical_loss": 3.672022022821287, "tokens_seen": 1016397824 }, { "epoch": 0.31, "learning_rate": 0.000699037111334002, "loss": 1.5222, "theoretical_loss": 3.6719997331751655, "tokens_seen": 1016463360 }, { "epoch": 0.31, "learning_rate": 0.0006990170511534604, "loss": 1.4716, "theoretical_loss": 3.671977445368474, "tokens_seen": 1016528896 }, { "epoch": 0.31, "learning_rate": 0.0006989969909729188, "loss": 1.4877, "theoretical_loss": 3.671955159400943, "tokens_seen": 1016594432 }, { "epoch": 0.31, "learning_rate": 0.0006989769307923771, "loss": 1.5579, "theoretical_loss": 3.6719328752723026, "tokens_seen": 1016659968 }, { "epoch": 0.31, "learning_rate": 0.0006989568706118356, "loss": 1.5866, "theoretical_loss": 3.6719105929822815, "tokens_seen": 1016725504 }, { "epoch": 0.31, "learning_rate": 0.0006989368104312938, "loss": 1.639, "theoretical_loss": 3.6718883125306094, "tokens_seen": 1016791040 }, { "epoch": 0.31, "learning_rate": 0.0006989167502507523, "loss": 1.4476, "theoretical_loss": 3.6718660339170173, "tokens_seen": 1016856576 }, { "epoch": 0.31, "learning_rate": 0.0006988966900702106, "loss": 1.5643, "theoretical_loss": 3.671843757141234, "tokens_seen": 1016922112 }, { "epoch": 0.31, "learning_rate": 0.000698876629889669, "loss": 1.6106, "theoretical_loss": 3.671821482202991, "tokens_seen": 1016987648 }, { "epoch": 0.31, "learning_rate": 0.0006988565697091274, "loss": 1.4743, "theoretical_loss": 3.6717992091020166, "tokens_seen": 1017053184 }, { "epoch": 0.31, "learning_rate": 0.0006988365095285858, "loss": 1.548, "theoretical_loss": 3.6717769378380414, "tokens_seen": 1017118720 }, { "epoch": 0.31, "learning_rate": 0.0006988164493480441, "loss": 1.5369, "theoretical_loss": 3.671754668410796, "tokens_seen": 1017184256 }, { "epoch": 0.31, "learning_rate": 0.0006987963891675026, "loss": 1.5091, "theoretical_loss": 3.6717324008200105, "tokens_seen": 1017249792 }, { "epoch": 0.31, "learning_rate": 0.0006987763289869608, "loss": 1.5735, "theoretical_loss": 3.671710135065415, "tokens_seen": 1017315328 }, { "epoch": 0.31, "learning_rate": 0.0006987562688064193, "loss": 1.4887, "theoretical_loss": 3.671687871146739, "tokens_seen": 1017380864 }, { "epoch": 0.31, "learning_rate": 0.0006987362086258776, "loss": 1.4828, "theoretical_loss": 3.671665609063715, "tokens_seen": 1017446400 }, { "epoch": 0.31, "learning_rate": 0.000698716148445336, "loss": 1.4312, "theoretical_loss": 3.671643348816071, "tokens_seen": 1017511936 }, { "epoch": 0.31, "learning_rate": 0.0006986960882647944, "loss": 1.5637, "theoretical_loss": 3.671621090403539, "tokens_seen": 1017577472 }, { "epoch": 0.31, "learning_rate": 0.0006986760280842528, "loss": 1.4951, "theoretical_loss": 3.6715988338258487, "tokens_seen": 1017643008 }, { "epoch": 0.31, "learning_rate": 0.0006986559679037111, "loss": 1.5938, "theoretical_loss": 3.671576579082732, "tokens_seen": 1017708544 }, { "epoch": 0.31, "learning_rate": 0.0006986359077231695, "loss": 1.4573, "theoretical_loss": 3.6715543261739185, "tokens_seen": 1017774080 }, { "epoch": 0.31, "learning_rate": 0.0006986158475426279, "loss": 1.5356, "theoretical_loss": 3.6715320750991385, "tokens_seen": 1017839616 }, { "epoch": 0.31, "learning_rate": 0.0006985957873620863, "loss": 1.497, "theoretical_loss": 3.6715098258581236, "tokens_seen": 1017905152 }, { "epoch": 0.31, "learning_rate": 0.0006985757271815446, "loss": 1.5553, "theoretical_loss": 3.6714875784506047, "tokens_seen": 1017970688 }, { "epoch": 0.31, "learning_rate": 0.000698555667001003, "loss": 1.5813, "theoretical_loss": 3.671465332876312, "tokens_seen": 1018036224 }, { "epoch": 0.31, "learning_rate": 0.0006985356068204613, "loss": 1.5651, "theoretical_loss": 3.6714430891349767, "tokens_seen": 1018101760 }, { "epoch": 0.31, "learning_rate": 0.0006985155466399198, "loss": 1.5191, "theoretical_loss": 3.6714208472263303, "tokens_seen": 1018167296 }, { "epoch": 0.31, "learning_rate": 0.0006984954864593781, "loss": 1.5452, "theoretical_loss": 3.6713986071501035, "tokens_seen": 1018232832 }, { "epoch": 0.31, "learning_rate": 0.0006984754262788365, "loss": 1.4505, "theoretical_loss": 3.671376368906027, "tokens_seen": 1018298368 }, { "epoch": 0.31, "learning_rate": 0.0006984553660982949, "loss": 1.574, "theoretical_loss": 3.671354132493833, "tokens_seen": 1018363904 }, { "epoch": 0.31, "learning_rate": 0.0006984353059177533, "loss": 1.462, "theoretical_loss": 3.6713318979132517, "tokens_seen": 1018429440 }, { "epoch": 0.31, "learning_rate": 0.0006984152457372116, "loss": 1.6114, "theoretical_loss": 3.6713096651640145, "tokens_seen": 1018494976 }, { "epoch": 0.31, "learning_rate": 0.0006983951855566701, "loss": 1.4734, "theoretical_loss": 3.671287434245853, "tokens_seen": 1018560512 }, { "epoch": 0.31, "learning_rate": 0.0006983751253761283, "loss": 1.5596, "theoretical_loss": 3.6712652051584986, "tokens_seen": 1018626048 }, { "epoch": 0.31, "learning_rate": 0.0006983550651955868, "loss": 1.5193, "theoretical_loss": 3.671242977901683, "tokens_seen": 1018691584 }, { "epoch": 0.31, "learning_rate": 0.0006983350050150451, "loss": 1.5997, "theoretical_loss": 3.6712207524751372, "tokens_seen": 1018757120 }, { "epoch": 0.31, "learning_rate": 0.0006983149448345035, "loss": 1.6617, "theoretical_loss": 3.6711985288785933, "tokens_seen": 1018822656 }, { "epoch": 0.31, "learning_rate": 0.0006982948846539619, "loss": 1.4414, "theoretical_loss": 3.6711763071117822, "tokens_seen": 1018888192 }, { "epoch": 0.31, "learning_rate": 0.0006982748244734202, "loss": 1.5252, "theoretical_loss": 3.671154087174436, "tokens_seen": 1018953728 }, { "epoch": 0.31, "learning_rate": 0.0006982547642928786, "loss": 1.5831, "theoretical_loss": 3.671131869066287, "tokens_seen": 1019019264 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.49563610553741455, "objective/train/docs_used": 374190, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4085946083068848, "objective/train/original_loss": 1.4085943698883057, "objective/train/theoretical_loss": 3.6711096527870657, "objective/train/tokens_used": 1039544800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24605487287044525, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508145093917847, "objective/train/weighted_lm_loss": 1.4800573587417603, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6711096527870657, "tokens_seen": 1019084800 }, { "epoch": 0.31, "learning_rate": 0.0006982347041123371, "loss": 1.5449, "theoretical_loss": 3.6711096527870657, "tokens_seen": 1019084800 }, { "epoch": 0.31, "learning_rate": 0.0006982146439317953, "loss": 1.6128, "theoretical_loss": 3.671087438336505, "tokens_seen": 1019150336 }, { "epoch": 0.31, "learning_rate": 0.0006981945837512538, "loss": 1.4896, "theoretical_loss": 3.6710652257143366, "tokens_seen": 1019215872 }, { "epoch": 0.31, "learning_rate": 0.0006981745235707123, "loss": 1.45, "theoretical_loss": 3.671043014920292, "tokens_seen": 1019281408 }, { "epoch": 0.31, "learning_rate": 0.0006981544633901705, "loss": 1.5979, "theoretical_loss": 3.671020805954104, "tokens_seen": 1019346944 }, { "epoch": 0.31, "learning_rate": 0.000698134403209629, "loss": 1.5011, "theoretical_loss": 3.670998598815504, "tokens_seen": 1019412480 }, { "epoch": 0.31, "learning_rate": 0.0006981143430290872, "loss": 1.6435, "theoretical_loss": 3.6709763935042243, "tokens_seen": 1019478016 }, { "epoch": 0.31, "learning_rate": 0.0006980942828485457, "loss": 1.5446, "theoretical_loss": 3.670954190019997, "tokens_seen": 1019543552 }, { "epoch": 0.31, "learning_rate": 0.0006980742226680041, "loss": 1.4661, "theoretical_loss": 3.6709319883625544, "tokens_seen": 1019609088 }, { "epoch": 0.31, "learning_rate": 0.0006980541624874624, "loss": 1.5744, "theoretical_loss": 3.6709097885316293, "tokens_seen": 1019674624 }, { "epoch": 0.31, "learning_rate": 0.0006980341023069208, "loss": 1.6177, "theoretical_loss": 3.670887590526953, "tokens_seen": 1019740160 }, { "epoch": 0.31, "learning_rate": 0.0006980140421263792, "loss": 1.5491, "theoretical_loss": 3.670865394348259, "tokens_seen": 1019805696 }, { "epoch": 0.31, "learning_rate": 0.0006979939819458375, "loss": 1.395, "theoretical_loss": 3.6708431999952795, "tokens_seen": 1019871232 }, { "epoch": 0.31, "learning_rate": 0.000697973921765296, "loss": 1.615, "theoretical_loss": 3.6708210074677465, "tokens_seen": 1019936768 }, { "epoch": 0.31, "learning_rate": 0.0006979538615847542, "loss": 1.5967, "theoretical_loss": 3.6707988167653927, "tokens_seen": 1020002304 }, { "epoch": 0.31, "learning_rate": 0.0006979338014042127, "loss": 1.5992, "theoretical_loss": 3.6707766278879514, "tokens_seen": 1020067840 }, { "epoch": 0.31, "learning_rate": 0.000697913741223671, "loss": 1.5598, "theoretical_loss": 3.6707544408351547, "tokens_seen": 1020133376 }, { "epoch": 0.31, "learning_rate": 0.0006978936810431294, "loss": 1.3694, "theoretical_loss": 3.670732255606735, "tokens_seen": 1020198912 }, { "epoch": 0.31, "learning_rate": 0.0006978736208625878, "loss": 1.5971, "theoretical_loss": 3.670710072202426, "tokens_seen": 1020264448 }, { "epoch": 0.31, "learning_rate": 0.0006978535606820462, "loss": 1.5847, "theoretical_loss": 3.67068789062196, "tokens_seen": 1020329984 }, { "epoch": 0.31, "learning_rate": 0.0006978335005015045, "loss": 1.5695, "theoretical_loss": 3.6706657108650704, "tokens_seen": 1020395520 }, { "epoch": 0.31, "learning_rate": 0.000697813440320963, "loss": 1.5801, "theoretical_loss": 3.67064353293149, "tokens_seen": 1020461056 }, { "epoch": 0.31, "learning_rate": 0.0006977933801404212, "loss": 1.4984, "theoretical_loss": 3.670621356820951, "tokens_seen": 1020526592 }, { "epoch": 0.31, "learning_rate": 0.0006977733199598797, "loss": 1.4888, "theoretical_loss": 3.670599182533188, "tokens_seen": 1020592128 }, { "epoch": 0.31, "learning_rate": 0.000697753259779338, "loss": 1.53, "theoretical_loss": 3.670577010067933, "tokens_seen": 1020657664 }, { "epoch": 0.31, "learning_rate": 0.0006977331995987964, "loss": 1.5135, "theoretical_loss": 3.670554839424919, "tokens_seen": 1020723200 }, { "epoch": 0.31, "learning_rate": 0.0006977131394182548, "loss": 1.4723, "theoretical_loss": 3.67053267060388, "tokens_seen": 1020788736 }, { "epoch": 0.31, "learning_rate": 0.0006976930792377132, "loss": 1.3963, "theoretical_loss": 3.6705105036045493, "tokens_seen": 1020854272 }, { "epoch": 0.31, "learning_rate": 0.0006976730190571715, "loss": 1.6417, "theoretical_loss": 3.6704883384266602, "tokens_seen": 1020919808 }, { "epoch": 0.31, "learning_rate": 0.0006976529588766299, "loss": 1.671, "theoretical_loss": 3.6704661750699454, "tokens_seen": 1020985344 }, { "epoch": 0.31, "learning_rate": 0.0006976328986960883, "loss": 1.5025, "theoretical_loss": 3.6704440135341394, "tokens_seen": 1021050880 }, { "epoch": 0.31, "learning_rate": 0.0006976128385155467, "loss": 1.6067, "theoretical_loss": 3.6704218538189752, "tokens_seen": 1021116416 }, { "epoch": 0.31, "learning_rate": 0.000697592778335005, "loss": 1.6466, "theoretical_loss": 3.6703996959241865, "tokens_seen": 1021181952 }, { "epoch": 0.31, "learning_rate": 0.0006975727181544635, "loss": 1.4805, "theoretical_loss": 3.670377539849507, "tokens_seen": 1021247488 }, { "epoch": 0.31, "learning_rate": 0.0006975526579739217, "loss": 1.44, "theoretical_loss": 3.6703553855946702, "tokens_seen": 1021313024 }, { "epoch": 0.31, "learning_rate": 0.0006975325977933802, "loss": 1.5744, "theoretical_loss": 3.6703332331594103, "tokens_seen": 1021378560 }, { "epoch": 0.31, "learning_rate": 0.0006975125376128385, "loss": 1.5961, "theoretical_loss": 3.67031108254346, "tokens_seen": 1021444096 }, { "epoch": 0.31, "learning_rate": 0.0006974924774322969, "loss": 1.4313, "theoretical_loss": 3.670288933746555, "tokens_seen": 1021509632 }, { "epoch": 0.31, "learning_rate": 0.0006974724172517553, "loss": 1.3896, "theoretical_loss": 3.6702667867684275, "tokens_seen": 1021575168 }, { "epoch": 0.31, "learning_rate": 0.0006974523570712137, "loss": 1.548, "theoretical_loss": 3.6702446416088126, "tokens_seen": 1021640704 }, { "epoch": 0.31, "learning_rate": 0.000697432296890672, "loss": 1.4771, "theoretical_loss": 3.6702224982674436, "tokens_seen": 1021706240 }, { "epoch": 0.31, "learning_rate": 0.0006974122367101305, "loss": 1.5355, "theoretical_loss": 3.670200356744055, "tokens_seen": 1021771776 }, { "epoch": 0.31, "learning_rate": 0.0006973921765295887, "loss": 1.3769, "theoretical_loss": 3.670178217038381, "tokens_seen": 1021837312 }, { "epoch": 0.31, "learning_rate": 0.0006973721163490472, "loss": 1.4602, "theoretical_loss": 3.670156079150156, "tokens_seen": 1021902848 }, { "epoch": 0.31, "learning_rate": 0.0006973520561685055, "loss": 1.5693, "theoretical_loss": 3.6701339430791133, "tokens_seen": 1021968384 }, { "epoch": 0.31, "learning_rate": 0.0006973319959879639, "loss": 1.5102, "theoretical_loss": 3.6701118088249887, "tokens_seen": 1022033920 }, { "epoch": 0.31, "learning_rate": 0.0006973119358074223, "loss": 1.4935, "theoretical_loss": 3.670089676387515, "tokens_seen": 1022099456 }, { "epoch": 0.31, "learning_rate": 0.0006972918756268806, "loss": 1.5788, "theoretical_loss": 3.670067545766428, "tokens_seen": 1022164992 }, { "epoch": 0.31, "learning_rate": 0.000697271815446339, "loss": 1.5978, "theoretical_loss": 3.670045416961461, "tokens_seen": 1022230528 }, { "epoch": 0.31, "learning_rate": 0.0006972517552657975, "loss": 1.5841, "theoretical_loss": 3.6700232899723497, "tokens_seen": 1022296064 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.48553693294525146, "objective/train/docs_used": 375283, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4208401441574097, "objective/train/original_loss": 1.4208400249481201, "objective/train/theoretical_loss": 3.6700011647988275, "objective/train/tokens_used": 1042821600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23767893016338348, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0497620105743408, "objective/train/weighted_lm_loss": 1.4903978109359741, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0216598510742188, "theoretical_loss": 3.6700011647988275, "tokens_seen": 1022361600 }, { "epoch": 0.31, "learning_rate": 0.0006972316950852557, "loss": 1.5457, "theoretical_loss": 3.6700011647988275, "tokens_seen": 1022361600 }, { "epoch": 0.31, "learning_rate": 0.0006972116349047142, "loss": 1.4759, "theoretical_loss": 3.66997904144063, "tokens_seen": 1022427136 }, { "epoch": 0.31, "learning_rate": 0.0006971915747241724, "loss": 1.5102, "theoretical_loss": 3.6699569198974915, "tokens_seen": 1022492672 }, { "epoch": 0.31, "learning_rate": 0.0006971715145436309, "loss": 1.426, "theoretical_loss": 3.6699348001691474, "tokens_seen": 1022558208 }, { "epoch": 0.31, "learning_rate": 0.0006971514543630893, "loss": 1.5048, "theoretical_loss": 3.6699126822553314, "tokens_seen": 1022623744 }, { "epoch": 0.31, "learning_rate": 0.0006971313941825476, "loss": 1.5639, "theoretical_loss": 3.669890566155779, "tokens_seen": 1022689280 }, { "epoch": 0.31, "learning_rate": 0.000697111334002006, "loss": 1.4912, "theoretical_loss": 3.6698684518702254, "tokens_seen": 1022754816 }, { "epoch": 0.31, "learning_rate": 0.0006970912738214645, "loss": 1.4106, "theoretical_loss": 3.669846339398405, "tokens_seen": 1022820352 }, { "epoch": 0.31, "learning_rate": 0.0006970712136409227, "loss": 1.5321, "theoretical_loss": 3.669824228740053, "tokens_seen": 1022885888 }, { "epoch": 0.31, "learning_rate": 0.0006970511534603812, "loss": 1.6275, "theoretical_loss": 3.669802119894905, "tokens_seen": 1022951424 }, { "epoch": 0.31, "learning_rate": 0.0006970310932798394, "loss": 1.6881, "theoretical_loss": 3.6697800128626956, "tokens_seen": 1023016960 }, { "epoch": 0.31, "learning_rate": 0.0006970110330992979, "loss": 1.5404, "theoretical_loss": 3.6697579076431603, "tokens_seen": 1023082496 }, { "epoch": 0.31, "learning_rate": 0.0006969909729187563, "loss": 1.4658, "theoretical_loss": 3.6697358042360344, "tokens_seen": 1023148032 }, { "epoch": 0.31, "learning_rate": 0.0006969709127382146, "loss": 1.5277, "theoretical_loss": 3.6697137026410527, "tokens_seen": 1023213568 }, { "epoch": 0.31, "learning_rate": 0.000696950852557673, "loss": 1.5224, "theoretical_loss": 3.669691602857951, "tokens_seen": 1023279104 }, { "epoch": 0.31, "learning_rate": 0.0006969307923771314, "loss": 1.5233, "theoretical_loss": 3.669669504886465, "tokens_seen": 1023344640 }, { "epoch": 0.31, "learning_rate": 0.0006969107321965897, "loss": 1.6065, "theoretical_loss": 3.6696474087263296, "tokens_seen": 1023410176 }, { "epoch": 0.31, "learning_rate": 0.0006968906720160482, "loss": 1.6758, "theoretical_loss": 3.6696253143772806, "tokens_seen": 1023475712 }, { "epoch": 0.31, "learning_rate": 0.0006968706118355065, "loss": 1.5934, "theoretical_loss": 3.669603221839054, "tokens_seen": 1023541248 }, { "epoch": 0.31, "learning_rate": 0.0006968505516549649, "loss": 1.5026, "theoretical_loss": 3.669581131111385, "tokens_seen": 1023606784 }, { "epoch": 0.31, "learning_rate": 0.0006968304914744233, "loss": 1.5499, "theoretical_loss": 3.6695590421940096, "tokens_seen": 1023672320 }, { "epoch": 0.31, "learning_rate": 0.0006968104312938816, "loss": 1.6431, "theoretical_loss": 3.669536955086663, "tokens_seen": 1023737856 }, { "epoch": 0.31, "learning_rate": 0.00069679037111334, "loss": 1.6058, "theoretical_loss": 3.669514869789081, "tokens_seen": 1023803392 }, { "epoch": 0.31, "learning_rate": 0.0006967703109327984, "loss": 1.4438, "theoretical_loss": 3.669492786301001, "tokens_seen": 1023868928 }, { "epoch": 0.31, "learning_rate": 0.0006967502507522567, "loss": 1.5332, "theoretical_loss": 3.6694707046221575, "tokens_seen": 1023934464 }, { "epoch": 0.31, "learning_rate": 0.0006967301905717152, "loss": 1.373, "theoretical_loss": 3.6694486247522864, "tokens_seen": 1024000000 }, { "epoch": 0.31, "learning_rate": 0.0006967101303911735, "loss": 1.4663, "theoretical_loss": 3.669426546691124, "tokens_seen": 1024065536 }, { "epoch": 0.31, "learning_rate": 0.0006966900702106319, "loss": 1.6063, "theoretical_loss": 3.669404470438407, "tokens_seen": 1024131072 }, { "epoch": 0.31, "learning_rate": 0.0006966700100300903, "loss": 1.6052, "theoretical_loss": 3.669382395993871, "tokens_seen": 1024196608 }, { "epoch": 0.31, "learning_rate": 0.0006966499498495487, "loss": 1.5377, "theoretical_loss": 3.6693603233572523, "tokens_seen": 1024262144 }, { "epoch": 0.31, "learning_rate": 0.0006966298896690071, "loss": 1.5753, "theoretical_loss": 3.669338252528287, "tokens_seen": 1024327680 }, { "epoch": 0.31, "learning_rate": 0.0006966098294884654, "loss": 1.4518, "theoretical_loss": 3.6693161835067123, "tokens_seen": 1024393216 }, { "epoch": 0.31, "learning_rate": 0.0006965897693079239, "loss": 1.6018, "theoretical_loss": 3.669294116292263, "tokens_seen": 1024458752 }, { "epoch": 0.31, "learning_rate": 0.0006965697091273821, "loss": 1.4396, "theoretical_loss": 3.6692720508846772, "tokens_seen": 1024524288 }, { "epoch": 0.31, "learning_rate": 0.0006965496489468406, "loss": 1.5829, "theoretical_loss": 3.66924998728369, "tokens_seen": 1024589824 }, { "epoch": 0.31, "learning_rate": 0.0006965295887662989, "loss": 1.5961, "theoretical_loss": 3.669227925489039, "tokens_seen": 1024655360 }, { "epoch": 0.31, "learning_rate": 0.0006965095285857573, "loss": 1.5119, "theoretical_loss": 3.6692058655004605, "tokens_seen": 1024720896 }, { "epoch": 0.31, "learning_rate": 0.0006964894684052157, "loss": 1.5184, "theoretical_loss": 3.6691838073176903, "tokens_seen": 1024786432 }, { "epoch": 0.31, "learning_rate": 0.0006964694082246741, "loss": 1.5399, "theoretical_loss": 3.669161750940466, "tokens_seen": 1024851968 }, { "epoch": 0.31, "learning_rate": 0.0006964493480441324, "loss": 1.5893, "theoretical_loss": 3.6691396963685246, "tokens_seen": 1024917504 }, { "epoch": 0.31, "learning_rate": 0.0006964292878635909, "loss": 1.5988, "theoretical_loss": 3.669117643601602, "tokens_seen": 1024983040 }, { "epoch": 0.31, "learning_rate": 0.0006964092276830491, "loss": 1.4575, "theoretical_loss": 3.669095592639436, "tokens_seen": 1025048576 }, { "epoch": 0.31, "learning_rate": 0.0006963891675025076, "loss": 1.5193, "theoretical_loss": 3.669073543481763, "tokens_seen": 1025114112 }, { "epoch": 0.31, "learning_rate": 0.0006963691073219659, "loss": 1.4335, "theoretical_loss": 3.6690514961283203, "tokens_seen": 1025179648 }, { "epoch": 0.31, "learning_rate": 0.0006963490471414243, "loss": 1.4508, "theoretical_loss": 3.6690294505788446, "tokens_seen": 1025245184 }, { "epoch": 0.31, "learning_rate": 0.0006963289869608827, "loss": 1.574, "theoretical_loss": 3.6690074068330727, "tokens_seen": 1025310720 }, { "epoch": 0.31, "learning_rate": 0.000696308926780341, "loss": 1.4897, "theoretical_loss": 3.6689853648907427, "tokens_seen": 1025376256 }, { "epoch": 0.31, "learning_rate": 0.0006962888665997994, "loss": 1.5241, "theoretical_loss": 3.6689633247515907, "tokens_seen": 1025441792 }, { "epoch": 0.31, "learning_rate": 0.0006962688064192579, "loss": 1.4215, "theoretical_loss": 3.668941286415355, "tokens_seen": 1025507328 }, { "epoch": 0.31, "learning_rate": 0.0006962487462387161, "loss": 1.5687, "theoretical_loss": 3.668919249881773, "tokens_seen": 1025572864 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.4947572350502014, "objective/train/docs_used": 376516, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2606171369552612, "objective/train/original_loss": 1.2606171369552612, "objective/train/theoretical_loss": 3.6688972151505803, "objective/train/tokens_used": 1046098400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24507856369018555, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507217645645142, "objective/train/weighted_lm_loss": 1.3245314359664917, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6688972151505803, "tokens_seen": 1025638400 }, { "epoch": 0.31, "learning_rate": 0.0006962286860581746, "loss": 1.4128, "theoretical_loss": 3.6688972151505803, "tokens_seen": 1025638400 }, { "epoch": 0.31, "learning_rate": 0.0006962086258776328, "loss": 1.3891, "theoretical_loss": 3.6688751822215164, "tokens_seen": 1025703936 }, { "epoch": 0.31, "learning_rate": 0.0006961885656970913, "loss": 1.6199, "theoretical_loss": 3.668853151094318, "tokens_seen": 1025769472 }, { "epoch": 0.31, "learning_rate": 0.0006961685055165497, "loss": 1.3942, "theoretical_loss": 3.668831121768722, "tokens_seen": 1025835008 }, { "epoch": 0.31, "learning_rate": 0.000696148445336008, "loss": 1.5596, "theoretical_loss": 3.668809094244467, "tokens_seen": 1025900544 }, { "epoch": 0.31, "learning_rate": 0.0006961283851554664, "loss": 1.496, "theoretical_loss": 3.66878706852129, "tokens_seen": 1025966080 }, { "epoch": 0.31, "learning_rate": 0.0006961083249749249, "loss": 1.4995, "theoretical_loss": 3.6687650445989295, "tokens_seen": 1026031616 }, { "epoch": 0.31, "learning_rate": 0.0006960882647943831, "loss": 1.5418, "theoretical_loss": 3.668743022477122, "tokens_seen": 1026097152 }, { "epoch": 0.31, "learning_rate": 0.0006960682046138416, "loss": 1.455, "theoretical_loss": 3.668721002155606, "tokens_seen": 1026162688 }, { "epoch": 0.31, "learning_rate": 0.0006960481444332998, "loss": 1.3996, "theoretical_loss": 3.66869898363412, "tokens_seen": 1026228224 }, { "epoch": 0.31, "learning_rate": 0.0006960280842527583, "loss": 1.5729, "theoretical_loss": 3.6686769669124004, "tokens_seen": 1026293760 }, { "epoch": 0.31, "learning_rate": 0.0006960080240722167, "loss": 1.4377, "theoretical_loss": 3.6686549519901863, "tokens_seen": 1026359296 }, { "epoch": 0.31, "learning_rate": 0.000695987963891675, "loss": 1.554, "theoretical_loss": 3.6686329388672156, "tokens_seen": 1026424832 }, { "epoch": 0.31, "learning_rate": 0.0006959679037111334, "loss": 1.5478, "theoretical_loss": 3.6686109275432264, "tokens_seen": 1026490368 }, { "epoch": 0.31, "learning_rate": 0.0006959478435305918, "loss": 1.5226, "theoretical_loss": 3.6685889180179565, "tokens_seen": 1026555904 }, { "epoch": 0.31, "learning_rate": 0.0006959277833500501, "loss": 1.5285, "theoretical_loss": 3.6685669102911445, "tokens_seen": 1026621440 }, { "epoch": 0.31, "learning_rate": 0.0006959077231695086, "loss": 1.4501, "theoretical_loss": 3.6685449043625282, "tokens_seen": 1026686976 }, { "epoch": 0.31, "learning_rate": 0.0006958876629889669, "loss": 1.5076, "theoretical_loss": 3.6685229002318467, "tokens_seen": 1026752512 }, { "epoch": 0.31, "learning_rate": 0.0006958676028084253, "loss": 1.5463, "theoretical_loss": 3.668500897898837, "tokens_seen": 1026818048 }, { "epoch": 0.31, "learning_rate": 0.0006958475426278837, "loss": 1.5311, "theoretical_loss": 3.6684788973632387, "tokens_seen": 1026883584 }, { "epoch": 0.31, "learning_rate": 0.000695827482447342, "loss": 1.5525, "theoretical_loss": 3.6684568986247896, "tokens_seen": 1026949120 }, { "epoch": 0.31, "learning_rate": 0.0006958074222668004, "loss": 1.4535, "theoretical_loss": 3.668434901683229, "tokens_seen": 1027014656 }, { "epoch": 0.31, "learning_rate": 0.0006957873620862588, "loss": 1.6237, "theoretical_loss": 3.668412906538295, "tokens_seen": 1027080192 }, { "epoch": 0.31, "learning_rate": 0.0006957673019057171, "loss": 1.5045, "theoretical_loss": 3.668390913189726, "tokens_seen": 1027145728 }, { "epoch": 0.31, "learning_rate": 0.0006957472417251756, "loss": 1.6171, "theoretical_loss": 3.668368921637261, "tokens_seen": 1027211264 }, { "epoch": 0.31, "learning_rate": 0.0006957271815446339, "loss": 1.5564, "theoretical_loss": 3.6683469318806385, "tokens_seen": 1027276800 }, { "epoch": 0.31, "learning_rate": 0.0006957071213640923, "loss": 1.5057, "theoretical_loss": 3.6683249439195977, "tokens_seen": 1027342336 }, { "epoch": 0.31, "learning_rate": 0.0006956870611835506, "loss": 1.5977, "theoretical_loss": 3.668302957753877, "tokens_seen": 1027407872 }, { "epoch": 0.31, "learning_rate": 0.0006956670010030091, "loss": 1.4442, "theoretical_loss": 3.6682809733832156, "tokens_seen": 1027473408 }, { "epoch": 0.31, "learning_rate": 0.0006956469408224674, "loss": 1.5973, "theoretical_loss": 3.6682589908073524, "tokens_seen": 1027538944 }, { "epoch": 0.31, "learning_rate": 0.0006956268806419258, "loss": 1.4961, "theoretical_loss": 3.668237010026026, "tokens_seen": 1027604480 }, { "epoch": 0.31, "learning_rate": 0.0006956068204613841, "loss": 1.6102, "theoretical_loss": 3.6682150310389767, "tokens_seen": 1027670016 }, { "epoch": 0.31, "learning_rate": 0.0006955867602808425, "loss": 1.4923, "theoretical_loss": 3.668193053845942, "tokens_seen": 1027735552 }, { "epoch": 0.31, "learning_rate": 0.0006955667001003009, "loss": 1.489, "theoretical_loss": 3.6681710784466626, "tokens_seen": 1027801088 }, { "epoch": 0.31, "learning_rate": 0.0006955466399197593, "loss": 1.5567, "theoretical_loss": 3.668149104840876, "tokens_seen": 1027866624 }, { "epoch": 0.31, "learning_rate": 0.0006955265797392176, "loss": 1.381, "theoretical_loss": 3.668127133028323, "tokens_seen": 1027932160 }, { "epoch": 0.31, "learning_rate": 0.0006955065195586761, "loss": 1.5914, "theoretical_loss": 3.6681051630087427, "tokens_seen": 1027997696 }, { "epoch": 0.31, "learning_rate": 0.0006954864593781344, "loss": 1.6012, "theoretical_loss": 3.668083194781874, "tokens_seen": 1028063232 }, { "epoch": 0.31, "learning_rate": 0.0006954663991975928, "loss": 1.5422, "theoretical_loss": 3.6680612283474567, "tokens_seen": 1028128768 }, { "epoch": 0.31, "learning_rate": 0.0006954463390170511, "loss": 1.4804, "theoretical_loss": 3.6680392637052304, "tokens_seen": 1028194304 }, { "epoch": 0.31, "learning_rate": 0.0006954262788365095, "loss": 1.4697, "theoretical_loss": 3.6680173008549337, "tokens_seen": 1028259840 }, { "epoch": 0.31, "learning_rate": 0.0006954062186559679, "loss": 1.512, "theoretical_loss": 3.6679953397963074, "tokens_seen": 1028325376 }, { "epoch": 0.31, "learning_rate": 0.0006953861584754263, "loss": 1.5995, "theoretical_loss": 3.667973380529091, "tokens_seen": 1028390912 }, { "epoch": 0.31, "learning_rate": 0.0006953660982948846, "loss": 1.4681, "theoretical_loss": 3.6679514230530232, "tokens_seen": 1028456448 }, { "epoch": 0.31, "learning_rate": 0.0006953460381143431, "loss": 1.6098, "theoretical_loss": 3.6679294673678453, "tokens_seen": 1028521984 }, { "epoch": 0.31, "learning_rate": 0.0006953259779338013, "loss": 1.4871, "theoretical_loss": 3.6679075134732964, "tokens_seen": 1028587520 }, { "epoch": 0.31, "learning_rate": 0.0006953059177532598, "loss": 1.4701, "theoretical_loss": 3.6678855613691157, "tokens_seen": 1028653056 }, { "epoch": 0.31, "learning_rate": 0.0006952858575727182, "loss": 1.5864, "theoretical_loss": 3.6678636110550444, "tokens_seen": 1028718592 }, { "epoch": 0.31, "learning_rate": 0.0006952657973921765, "loss": 1.4193, "theoretical_loss": 3.6678416625308214, "tokens_seen": 1028784128 }, { "epoch": 0.31, "learning_rate": 0.0006952457372116349, "loss": 1.4981, "theoretical_loss": 3.6678197157961874, "tokens_seen": 1028849664 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.4935339093208313, "objective/train/docs_used": 377682, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3692549467086792, "objective/train/original_loss": 1.3692550659179688, "objective/train/theoretical_loss": 3.667797770850883, "objective/train/tokens_used": 1049375200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438536435365677, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505930185317993, "objective/train/weighted_lm_loss": 1.4384739398956299, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.667797770850883, "tokens_seen": 1028915200 }, { "epoch": 0.31, "learning_rate": 0.0006952256770310932, "loss": 1.4737, "theoretical_loss": 3.667797770850883, "tokens_seen": 1028915200 }, { "epoch": 0.31, "learning_rate": 0.0006952056168505516, "loss": 1.5728, "theoretical_loss": 3.667775827694647, "tokens_seen": 1028980736 }, { "epoch": 0.31, "learning_rate": 0.0006951855566700101, "loss": 1.6369, "theoretical_loss": 3.66775388632722, "tokens_seen": 1029046272 }, { "epoch": 0.31, "learning_rate": 0.0006951654964894684, "loss": 1.4211, "theoretical_loss": 3.667731946748343, "tokens_seen": 1029111808 }, { "epoch": 0.31, "learning_rate": 0.0006951454363089268, "loss": 1.4968, "theoretical_loss": 3.667710008957756, "tokens_seen": 1029177344 }, { "epoch": 0.31, "learning_rate": 0.0006951253761283853, "loss": 1.5617, "theoretical_loss": 3.6676880729551993, "tokens_seen": 1029242880 }, { "epoch": 0.31, "learning_rate": 0.0006951053159478435, "loss": 1.5881, "theoretical_loss": 3.6676661387404135, "tokens_seen": 1029308416 }, { "epoch": 0.31, "learning_rate": 0.000695085255767302, "loss": 1.5964, "theoretical_loss": 3.6676442063131383, "tokens_seen": 1029373952 }, { "epoch": 0.31, "learning_rate": 0.0006950651955867602, "loss": 1.5791, "theoretical_loss": 3.667622275673115, "tokens_seen": 1029439488 }, { "epoch": 0.31, "learning_rate": 0.0006950451354062187, "loss": 1.5751, "theoretical_loss": 3.6676003468200844, "tokens_seen": 1029505024 }, { "epoch": 0.31, "learning_rate": 0.0006950250752256771, "loss": 1.449, "theoretical_loss": 3.6675784197537866, "tokens_seen": 1029570560 }, { "epoch": 0.31, "learning_rate": 0.0006950050150451354, "loss": 1.5098, "theoretical_loss": 3.6675564944739625, "tokens_seen": 1029636096 }, { "epoch": 0.31, "learning_rate": 0.0006949849548645938, "loss": 1.5752, "theoretical_loss": 3.667534570980353, "tokens_seen": 1029701632 }, { "epoch": 0.31, "learning_rate": 0.0006949648946840522, "loss": 1.5866, "theoretical_loss": 3.6675126492726986, "tokens_seen": 1029767168 }, { "epoch": 0.31, "learning_rate": 0.0006949448345035105, "loss": 1.494, "theoretical_loss": 3.66749072935074, "tokens_seen": 1029832704 }, { "epoch": 0.31, "learning_rate": 0.000694924774322969, "loss": 1.6304, "theoretical_loss": 3.667468811214219, "tokens_seen": 1029898240 }, { "epoch": 0.31, "learning_rate": 0.0006949047141424273, "loss": 1.5002, "theoretical_loss": 3.667446894862876, "tokens_seen": 1029963776 }, { "epoch": 0.31, "learning_rate": 0.0006948846539618857, "loss": 1.6248, "theoretical_loss": 3.6674249802964516, "tokens_seen": 1030029312 }, { "epoch": 0.31, "learning_rate": 0.0006948645937813441, "loss": 1.4524, "theoretical_loss": 3.6674030675146874, "tokens_seen": 1030094848 }, { "epoch": 0.31, "learning_rate": 0.0006948445336008024, "loss": 1.4352, "theoretical_loss": 3.667381156517324, "tokens_seen": 1030160384 }, { "epoch": 0.31, "learning_rate": 0.0006948244734202608, "loss": 1.4664, "theoretical_loss": 3.667359247304104, "tokens_seen": 1030225920 }, { "epoch": 0.31, "learning_rate": 0.0006948044132397192, "loss": 1.5265, "theoretical_loss": 3.6673373398747673, "tokens_seen": 1030291456 }, { "epoch": 0.31, "learning_rate": 0.0006947843530591775, "loss": 1.5339, "theoretical_loss": 3.6673154342290553, "tokens_seen": 1030356992 }, { "epoch": 0.31, "learning_rate": 0.000694764292878636, "loss": 1.4536, "theoretical_loss": 3.6672935303667096, "tokens_seen": 1030422528 }, { "epoch": 0.31, "learning_rate": 0.0006947442326980943, "loss": 1.5219, "theoretical_loss": 3.667271628287472, "tokens_seen": 1030488064 }, { "epoch": 0.31, "learning_rate": 0.0006947241725175527, "loss": 1.4269, "theoretical_loss": 3.6672497279910834, "tokens_seen": 1030553600 }, { "epoch": 0.31, "learning_rate": 0.000694704112337011, "loss": 1.533, "theoretical_loss": 3.6672278294772855, "tokens_seen": 1030619136 }, { "epoch": 0.31, "learning_rate": 0.0006946840521564695, "loss": 1.5148, "theoretical_loss": 3.6672059327458197, "tokens_seen": 1030684672 }, { "epoch": 0.31, "learning_rate": 0.0006946639919759278, "loss": 1.6704, "theoretical_loss": 3.6671840377964275, "tokens_seen": 1030750208 }, { "epoch": 0.31, "learning_rate": 0.0006946439317953862, "loss": 1.5096, "theoretical_loss": 3.6671621446288514, "tokens_seen": 1030815744 }, { "epoch": 0.31, "learning_rate": 0.0006946238716148445, "loss": 1.509, "theoretical_loss": 3.6671402532428323, "tokens_seen": 1030881280 }, { "epoch": 0.31, "learning_rate": 0.0006946038114343029, "loss": 1.5996, "theoretical_loss": 3.6671183636381124, "tokens_seen": 1030946816 }, { "epoch": 0.31, "learning_rate": 0.0006945837512537613, "loss": 1.5349, "theoretical_loss": 3.667096475814433, "tokens_seen": 1031012352 }, { "epoch": 0.31, "learning_rate": 0.0006945636910732197, "loss": 1.4181, "theoretical_loss": 3.667074589771537, "tokens_seen": 1031077888 }, { "epoch": 0.31, "learning_rate": 0.000694543630892678, "loss": 1.5379, "theoretical_loss": 3.6670527055091653, "tokens_seen": 1031143424 }, { "epoch": 0.31, "learning_rate": 0.0006945235707121365, "loss": 1.6459, "theoretical_loss": 3.6670308230270603, "tokens_seen": 1031208960 }, { "epoch": 0.31, "learning_rate": 0.0006945035105315948, "loss": 1.5086, "theoretical_loss": 3.6670089423249643, "tokens_seen": 1031274496 }, { "epoch": 0.31, "learning_rate": 0.0006944834503510532, "loss": 1.451, "theoretical_loss": 3.666987063402619, "tokens_seen": 1031340032 }, { "epoch": 0.31, "learning_rate": 0.0006944633901705115, "loss": 1.6479, "theoretical_loss": 3.666965186259767, "tokens_seen": 1031405568 }, { "epoch": 0.31, "learning_rate": 0.0006944433299899699, "loss": 1.6159, "theoretical_loss": 3.66694331089615, "tokens_seen": 1031471104 }, { "epoch": 0.31, "learning_rate": 0.0006944232698094283, "loss": 1.695, "theoretical_loss": 3.6669214373115104, "tokens_seen": 1031536640 }, { "epoch": 0.31, "learning_rate": 0.0006944032096288867, "loss": 1.5426, "theoretical_loss": 3.6668995655055907, "tokens_seen": 1031602176 }, { "epoch": 0.31, "learning_rate": 0.000694383149448345, "loss": 1.5446, "theoretical_loss": 3.6668776954781332, "tokens_seen": 1031667712 }, { "epoch": 0.31, "learning_rate": 0.0006943630892678035, "loss": 1.4588, "theoretical_loss": 3.6668558272288805, "tokens_seen": 1031733248 }, { "epoch": 0.31, "learning_rate": 0.0006943430290872617, "loss": 1.5417, "theoretical_loss": 3.6668339607575744, "tokens_seen": 1031798784 }, { "epoch": 0.31, "learning_rate": 0.0006943229689067202, "loss": 1.4512, "theoretical_loss": 3.6668120960639587, "tokens_seen": 1031864320 }, { "epoch": 0.31, "learning_rate": 0.0006943029087261786, "loss": 1.5442, "theoretical_loss": 3.6667902331477746, "tokens_seen": 1031929856 }, { "epoch": 0.31, "learning_rate": 0.0006942828485456369, "loss": 1.5034, "theoretical_loss": 3.6667683720087654, "tokens_seen": 1031995392 }, { "epoch": 0.31, "learning_rate": 0.0006942627883650953, "loss": 1.435, "theoretical_loss": 3.6667465126466743, "tokens_seen": 1032060928 }, { "epoch": 0.31, "learning_rate": 0.0006942427281845536, "loss": 1.4448, "theoretical_loss": 3.666724655061243, "tokens_seen": 1032126464 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.4941002428531647, "objective/train/docs_used": 378946, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4372228384017944, "objective/train/original_loss": 1.4372225999832153, "objective/train/theoretical_loss": 3.6667027992522145, "objective/train/tokens_used": 1052652000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2443668097257614, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506523847579956, "objective/train/weighted_lm_loss": 1.5099949836730957, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.6667027992522145, "tokens_seen": 1032192000 }, { "epoch": 0.31, "learning_rate": 0.000694222668004012, "loss": 1.4445, "theoretical_loss": 3.6667027992522145, "tokens_seen": 1032192000 }, { "epoch": 0.31, "learning_rate": 0.0006942026078234705, "loss": 1.3915, "theoretical_loss": 3.6666809452193325, "tokens_seen": 1032257536 }, { "epoch": 0.31, "learning_rate": 0.0006941825476429287, "loss": 1.4879, "theoretical_loss": 3.6666590929623393, "tokens_seen": 1032323072 }, { "epoch": 0.31, "learning_rate": 0.0006941624874623872, "loss": 1.3953, "theoretical_loss": 3.666637242480978, "tokens_seen": 1032388608 }, { "epoch": 0.31, "learning_rate": 0.0006941424272818456, "loss": 1.4905, "theoretical_loss": 3.6666153937749915, "tokens_seen": 1032454144 }, { "epoch": 0.31, "learning_rate": 0.0006941223671013039, "loss": 1.4401, "theoretical_loss": 3.6665935468441226, "tokens_seen": 1032519680 }, { "epoch": 0.31, "learning_rate": 0.0006941023069207623, "loss": 1.5415, "theoretical_loss": 3.666571701688115, "tokens_seen": 1032585216 }, { "epoch": 0.31, "learning_rate": 0.0006940822467402206, "loss": 1.4851, "theoretical_loss": 3.6665498583067118, "tokens_seen": 1032650752 }, { "epoch": 0.31, "learning_rate": 0.000694062186559679, "loss": 1.6131, "theoretical_loss": 3.6665280166996554, "tokens_seen": 1032716288 }, { "epoch": 0.31, "learning_rate": 0.0006940421263791375, "loss": 1.6306, "theoretical_loss": 3.6665061768666902, "tokens_seen": 1032781824 }, { "epoch": 0.31, "learning_rate": 0.0006940220661985957, "loss": 1.5486, "theoretical_loss": 3.6664843388075594, "tokens_seen": 1032847360 }, { "epoch": 0.31, "learning_rate": 0.0006940020060180542, "loss": 1.5892, "theoretical_loss": 3.6664625025220055, "tokens_seen": 1032912896 }, { "epoch": 0.31, "learning_rate": 0.0006939819458375125, "loss": 1.4528, "theoretical_loss": 3.6664406680097725, "tokens_seen": 1032978432 }, { "epoch": 0.31, "learning_rate": 0.0006939618856569709, "loss": 1.3382, "theoretical_loss": 3.666418835270604, "tokens_seen": 1033043968 }, { "epoch": 0.31, "learning_rate": 0.0006939418254764293, "loss": 1.3838, "theoretical_loss": 3.6663970043042435, "tokens_seen": 1033109504 }, { "epoch": 0.31, "learning_rate": 0.0006939217652958877, "loss": 1.3317, "theoretical_loss": 3.6663751751104345, "tokens_seen": 1033175040 }, { "epoch": 0.31, "learning_rate": 0.000693901705115346, "loss": 1.4528, "theoretical_loss": 3.6663533476889207, "tokens_seen": 1033240576 }, { "epoch": 0.31, "learning_rate": 0.0006938816449348045, "loss": 1.5836, "theoretical_loss": 3.666331522039446, "tokens_seen": 1033306112 }, { "epoch": 0.31, "learning_rate": 0.0006938615847542627, "loss": 1.4862, "theoretical_loss": 3.6663096981617533, "tokens_seen": 1033371648 }, { "epoch": 0.31, "learning_rate": 0.0006938415245737212, "loss": 1.5666, "theoretical_loss": 3.6662878760555877, "tokens_seen": 1033437184 }, { "epoch": 0.31, "learning_rate": 0.0006938214643931795, "loss": 1.536, "theoretical_loss": 3.6662660557206923, "tokens_seen": 1033502720 }, { "epoch": 0.31, "learning_rate": 0.0006938014042126379, "loss": 1.3343, "theoretical_loss": 3.6662442371568114, "tokens_seen": 1033568256 }, { "epoch": 0.31, "learning_rate": 0.0006937813440320963, "loss": 1.4216, "theoretical_loss": 3.6662224203636886, "tokens_seen": 1033633792 }, { "epoch": 0.31, "learning_rate": 0.0006937612838515547, "loss": 1.4441, "theoretical_loss": 3.6662006053410683, "tokens_seen": 1033699328 }, { "epoch": 0.31, "learning_rate": 0.000693741223671013, "loss": 1.4402, "theoretical_loss": 3.6661787920886937, "tokens_seen": 1033764864 }, { "epoch": 0.31, "learning_rate": 0.0006937211634904714, "loss": 1.5703, "theoretical_loss": 3.6661569806063103, "tokens_seen": 1033830400 }, { "epoch": 0.31, "learning_rate": 0.0006937011033099297, "loss": 1.6391, "theoretical_loss": 3.6661351708936616, "tokens_seen": 1033895936 }, { "epoch": 0.31, "learning_rate": 0.0006936810431293882, "loss": 1.4615, "theoretical_loss": 3.666113362950491, "tokens_seen": 1033961472 }, { "epoch": 0.31, "learning_rate": 0.0006936609829488466, "loss": 1.4972, "theoretical_loss": 3.6660915567765446, "tokens_seen": 1034027008 }, { "epoch": 0.31, "learning_rate": 0.0006936409227683049, "loss": 1.3258, "theoretical_loss": 3.6660697523715653, "tokens_seen": 1034092544 }, { "epoch": 0.31, "learning_rate": 0.0006936208625877633, "loss": 1.3885, "theoretical_loss": 3.6660479497352982, "tokens_seen": 1034158080 }, { "epoch": 0.31, "learning_rate": 0.0006936008024072217, "loss": 1.5246, "theoretical_loss": 3.6660261488674877, "tokens_seen": 1034223616 }, { "epoch": 0.31, "learning_rate": 0.0006935807422266801, "loss": 1.5458, "theoretical_loss": 3.666004349767878, "tokens_seen": 1034289152 }, { "epoch": 0.31, "learning_rate": 0.0006935606820461384, "loss": 1.5972, "theoretical_loss": 3.665982552436213, "tokens_seen": 1034354688 }, { "epoch": 0.31, "learning_rate": 0.0006935406218655969, "loss": 1.5, "theoretical_loss": 3.665960756872239, "tokens_seen": 1034420224 }, { "epoch": 0.31, "learning_rate": 0.0006935205616850552, "loss": 1.5129, "theoretical_loss": 3.6659389630756998, "tokens_seen": 1034485760 }, { "epoch": 0.31, "learning_rate": 0.0006935005015045136, "loss": 1.6271, "theoretical_loss": 3.6659171710463396, "tokens_seen": 1034551296 }, { "epoch": 0.31, "learning_rate": 0.000693480441323972, "loss": 1.5398, "theoretical_loss": 3.665895380783904, "tokens_seen": 1034616832 }, { "epoch": 0.31, "learning_rate": 0.0006934603811434303, "loss": 1.4097, "theoretical_loss": 3.6658735922881376, "tokens_seen": 1034682368 }, { "epoch": 0.31, "learning_rate": 0.0006934403209628887, "loss": 1.4741, "theoretical_loss": 3.665851805558785, "tokens_seen": 1034747904 }, { "epoch": 0.31, "learning_rate": 0.0006934202607823471, "loss": 1.5488, "theoretical_loss": 3.6658300205955916, "tokens_seen": 1034813440 }, { "epoch": 0.31, "learning_rate": 0.0006934002006018054, "loss": 1.5359, "theoretical_loss": 3.665808237398302, "tokens_seen": 1034878976 }, { "epoch": 0.31, "learning_rate": 0.0006933801404212639, "loss": 1.5247, "theoretical_loss": 3.665786455966661, "tokens_seen": 1034944512 }, { "epoch": 0.31, "learning_rate": 0.0006933600802407221, "loss": 1.5592, "theoretical_loss": 3.6657646763004146, "tokens_seen": 1035010048 }, { "epoch": 0.31, "learning_rate": 0.0006933400200601806, "loss": 1.5035, "theoretical_loss": 3.665742898399307, "tokens_seen": 1035075584 }, { "epoch": 0.31, "learning_rate": 0.000693319959879639, "loss": 1.5414, "theoretical_loss": 3.6657211222630837, "tokens_seen": 1035141120 }, { "epoch": 0.31, "learning_rate": 0.0006932998996990973, "loss": 1.5223, "theoretical_loss": 3.6656993478914903, "tokens_seen": 1035206656 }, { "epoch": 0.31, "learning_rate": 0.0006932798395185557, "loss": 1.4395, "theoretical_loss": 3.665677575284272, "tokens_seen": 1035272192 }, { "epoch": 0.31, "learning_rate": 0.000693259779338014, "loss": 1.7009, "theoretical_loss": 3.6656558044411733, "tokens_seen": 1035337728 }, { "epoch": 0.31, "learning_rate": 0.0006932397191574724, "loss": 1.5575, "theoretical_loss": 3.6656340353619408, "tokens_seen": 1035403264 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.49438637495040894, "objective/train/docs_used": 379908, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4613293409347534, "objective/train/original_loss": 1.4613293409347534, "objective/train/theoretical_loss": 3.6656122680463197, "objective/train/tokens_used": 1055928800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24461601674556732, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506821870803833, "objective/train/weighted_lm_loss": 1.535212516784668, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 3.6656122680463197, "tokens_seen": 1035468800 }, { "epoch": 0.31, "learning_rate": 0.0006932196589769309, "loss": 1.4841, "theoretical_loss": 3.6656122680463197, "tokens_seen": 1035468800 }, { "epoch": 0.31, "learning_rate": 0.0006931995987963891, "loss": 1.4826, "theoretical_loss": 3.665590502494055, "tokens_seen": 1035534336 }, { "epoch": 0.31, "learning_rate": 0.0006931795386158476, "loss": 1.3936, "theoretical_loss": 3.6655687387048923, "tokens_seen": 1035599872 }, { "epoch": 0.31, "learning_rate": 0.000693159478435306, "loss": 1.5152, "theoretical_loss": 3.665546976678578, "tokens_seen": 1035665408 }, { "epoch": 0.31, "learning_rate": 0.0006931394182547643, "loss": 1.5638, "theoretical_loss": 3.6655252164148564, "tokens_seen": 1035730944 }, { "epoch": 0.31, "learning_rate": 0.0006931193580742227, "loss": 1.5539, "theoretical_loss": 3.665503457913475, "tokens_seen": 1035796480 }, { "epoch": 0.31, "learning_rate": 0.000693099297893681, "loss": 1.5595, "theoretical_loss": 3.665481701174178, "tokens_seen": 1035862016 }, { "epoch": 0.31, "learning_rate": 0.0006930792377131394, "loss": 1.4939, "theoretical_loss": 3.6654599461967123, "tokens_seen": 1035927552 }, { "epoch": 0.31, "learning_rate": 0.0006930591775325979, "loss": 1.5837, "theoretical_loss": 3.6654381929808233, "tokens_seen": 1035993088 }, { "epoch": 0.31, "learning_rate": 0.0006930391173520561, "loss": 1.5373, "theoretical_loss": 3.665416441526257, "tokens_seen": 1036058624 }, { "epoch": 0.31, "learning_rate": 0.0006930190571715146, "loss": 1.4947, "theoretical_loss": 3.6653946918327587, "tokens_seen": 1036124160 }, { "epoch": 0.31, "learning_rate": 0.0006929989969909729, "loss": 1.3719, "theoretical_loss": 3.665372943900076, "tokens_seen": 1036189696 }, { "epoch": 0.31, "learning_rate": 0.0006929789368104313, "loss": 1.6009, "theoretical_loss": 3.6653511977279534, "tokens_seen": 1036255232 }, { "epoch": 0.31, "learning_rate": 0.0006929588766298897, "loss": 1.4857, "theoretical_loss": 3.6653294533161382, "tokens_seen": 1036320768 }, { "epoch": 0.31, "learning_rate": 0.0006929388164493481, "loss": 1.4381, "theoretical_loss": 3.665307710664376, "tokens_seen": 1036386304 }, { "epoch": 0.31, "learning_rate": 0.0006929187562688064, "loss": 1.575, "theoretical_loss": 3.6652859697724134, "tokens_seen": 1036451840 }, { "epoch": 0.31, "learning_rate": 0.0006928986960882649, "loss": 1.5911, "theoretical_loss": 3.6652642306399965, "tokens_seen": 1036517376 }, { "epoch": 0.31, "learning_rate": 0.0006928786359077231, "loss": 1.4685, "theoretical_loss": 3.6652424932668715, "tokens_seen": 1036582912 }, { "epoch": 0.31, "learning_rate": 0.0006928585757271816, "loss": 1.5437, "theoretical_loss": 3.6652207576527847, "tokens_seen": 1036648448 }, { "epoch": 0.31, "learning_rate": 0.0006928385155466399, "loss": 1.6076, "theoretical_loss": 3.6651990237974834, "tokens_seen": 1036713984 }, { "epoch": 0.31, "learning_rate": 0.0006928184553660983, "loss": 1.4979, "theoretical_loss": 3.6651772917007137, "tokens_seen": 1036779520 }, { "epoch": 0.31, "learning_rate": 0.0006927983951855567, "loss": 1.5986, "theoretical_loss": 3.6651555613622215, "tokens_seen": 1036845056 }, { "epoch": 0.31, "learning_rate": 0.0006927783350050151, "loss": 1.4765, "theoretical_loss": 3.665133832781754, "tokens_seen": 1036910592 }, { "epoch": 0.31, "learning_rate": 0.0006927582748244734, "loss": 1.5582, "theoretical_loss": 3.665112105959058, "tokens_seen": 1036976128 }, { "epoch": 0.31, "learning_rate": 0.0006927382146439318, "loss": 1.5526, "theoretical_loss": 3.6650903808938806, "tokens_seen": 1037041664 }, { "epoch": 0.31, "learning_rate": 0.0006927181544633901, "loss": 1.473, "theoretical_loss": 3.6650686575859677, "tokens_seen": 1037107200 }, { "epoch": 0.31, "learning_rate": 0.0006926980942828486, "loss": 1.6163, "theoretical_loss": 3.6650469360350657, "tokens_seen": 1037172736 }, { "epoch": 0.31, "learning_rate": 0.0006926780341023069, "loss": 1.6309, "theoretical_loss": 3.6650252162409234, "tokens_seen": 1037238272 }, { "epoch": 0.31, "learning_rate": 0.0006926579739217653, "loss": 1.4393, "theoretical_loss": 3.6650034982032857, "tokens_seen": 1037303808 }, { "epoch": 0.31, "learning_rate": 0.0006926379137412236, "loss": 1.5891, "theoretical_loss": 3.664981781921901, "tokens_seen": 1037369344 }, { "epoch": 0.31, "learning_rate": 0.0006926178535606821, "loss": 1.578, "theoretical_loss": 3.6649600673965157, "tokens_seen": 1037434880 }, { "epoch": 0.31, "learning_rate": 0.0006925977933801404, "loss": 1.3479, "theoretical_loss": 3.664938354626877, "tokens_seen": 1037500416 }, { "epoch": 0.31, "learning_rate": 0.0006925777331995988, "loss": 1.4924, "theoretical_loss": 3.664916643612732, "tokens_seen": 1037565952 }, { "epoch": 0.31, "learning_rate": 0.0006925576730190572, "loss": 1.4363, "theoretical_loss": 3.664894934353828, "tokens_seen": 1037631488 }, { "epoch": 0.31, "learning_rate": 0.0006925376128385156, "loss": 1.5474, "theoretical_loss": 3.6648732268499122, "tokens_seen": 1037697024 }, { "epoch": 0.31, "learning_rate": 0.0006925175526579739, "loss": 1.5068, "theoretical_loss": 3.664851521100732, "tokens_seen": 1037762560 }, { "epoch": 0.31, "learning_rate": 0.0006924974924774323, "loss": 1.4601, "theoretical_loss": 3.6648298171060345, "tokens_seen": 1037828096 }, { "epoch": 0.31, "learning_rate": 0.0006924774322968906, "loss": 1.4618, "theoretical_loss": 3.664808114865567, "tokens_seen": 1037893632 }, { "epoch": 0.31, "learning_rate": 0.0006924573721163491, "loss": 1.514, "theoretical_loss": 3.6647864143790776, "tokens_seen": 1037959168 }, { "epoch": 0.31, "learning_rate": 0.0006924373119358074, "loss": 1.4549, "theoretical_loss": 3.6647647156463137, "tokens_seen": 1038024704 }, { "epoch": 0.31, "learning_rate": 0.0006924172517552658, "loss": 1.505, "theoretical_loss": 3.6647430186670222, "tokens_seen": 1038090240 }, { "epoch": 0.31, "learning_rate": 0.0006923971915747242, "loss": 1.4985, "theoretical_loss": 3.664721323440951, "tokens_seen": 1038155776 }, { "epoch": 0.31, "learning_rate": 0.0006923771313941825, "loss": 1.406, "theoretical_loss": 3.6646996299678483, "tokens_seen": 1038221312 }, { "epoch": 0.31, "learning_rate": 0.0006923570712136409, "loss": 1.5651, "theoretical_loss": 3.664677938247461, "tokens_seen": 1038286848 }, { "epoch": 0.31, "learning_rate": 0.0006923370110330994, "loss": 1.5304, "theoretical_loss": 3.6646562482795373, "tokens_seen": 1038352384 }, { "epoch": 0.31, "learning_rate": 0.0006923169508525576, "loss": 1.4997, "theoretical_loss": 3.664634560063825, "tokens_seen": 1038417920 }, { "epoch": 0.31, "learning_rate": 0.0006922968906720161, "loss": 1.4111, "theoretical_loss": 3.6646128736000723, "tokens_seen": 1038483456 }, { "epoch": 0.31, "learning_rate": 0.0006922768304914743, "loss": 1.3714, "theoretical_loss": 3.6645911888880267, "tokens_seen": 1038548992 }, { "epoch": 0.31, "learning_rate": 0.0006922567703109328, "loss": 1.61, "theoretical_loss": 3.664569505927436, "tokens_seen": 1038614528 }, { "epoch": 0.31, "learning_rate": 0.0006922367101303912, "loss": 1.5279, "theoretical_loss": 3.664547824718049, "tokens_seen": 1038680064 }, { "epoch": 0.31, "objective/train/advantage_avg": 0.4911058843135834, "objective/train/docs_used": 381080, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2691367864608765, "objective/train/original_loss": 1.2691364288330078, "objective/train/theoretical_loss": 3.6645261452596136, "objective/train/tokens_used": 1059205600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24170862138271332, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503392219543457, "objective/train/weighted_lm_loss": 1.332932949066162, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6645261452596136, "tokens_seen": 1038745600 }, { "epoch": 0.31, "learning_rate": 0.0006922166499498495, "loss": 1.4449, "theoretical_loss": 3.6645261452596136, "tokens_seen": 1038745600 }, { "epoch": 0.31, "learning_rate": 0.0006921965897693079, "loss": 1.5268, "theoretical_loss": 3.664504467551877, "tokens_seen": 1038811136 }, { "epoch": 0.31, "learning_rate": 0.0006921765295887664, "loss": 1.5245, "theoretical_loss": 3.664482791594588, "tokens_seen": 1038876672 }, { "epoch": 0.31, "learning_rate": 0.0006921564694082247, "loss": 1.5734, "theoretical_loss": 3.6644611173874955, "tokens_seen": 1038942208 }, { "epoch": 0.31, "learning_rate": 0.0006921364092276831, "loss": 1.4903, "theoretical_loss": 3.6644394449303466, "tokens_seen": 1039007744 }, { "epoch": 0.31, "learning_rate": 0.0006921163490471414, "loss": 1.4408, "theoretical_loss": 3.6644177742228905, "tokens_seen": 1039073280 }, { "epoch": 0.31, "learning_rate": 0.0006920962888665998, "loss": 1.521, "theoretical_loss": 3.664396105264875, "tokens_seen": 1039138816 }, { "epoch": 0.31, "learning_rate": 0.0006920762286860583, "loss": 1.4553, "theoretical_loss": 3.6643744380560497, "tokens_seen": 1039204352 }, { "epoch": 0.31, "learning_rate": 0.0006920561685055165, "loss": 1.5364, "theoretical_loss": 3.6643527725961613, "tokens_seen": 1039269888 }, { "epoch": 0.31, "learning_rate": 0.000692036108324975, "loss": 1.5526, "theoretical_loss": 3.66433110888496, "tokens_seen": 1039335424 }, { "epoch": 0.31, "learning_rate": 0.0006920160481444333, "loss": 1.4727, "theoretical_loss": 3.6643094469221933, "tokens_seen": 1039400960 }, { "epoch": 0.31, "learning_rate": 0.0006919959879638917, "loss": 1.478, "theoretical_loss": 3.6642877867076105, "tokens_seen": 1039466496 }, { "epoch": 0.32, "learning_rate": 0.0006919759277833501, "loss": 1.5678, "theoretical_loss": 3.66426612824096, "tokens_seen": 1039532032 }, { "epoch": 0.32, "learning_rate": 0.0006919558676028085, "loss": 1.5347, "theoretical_loss": 3.6642444715219913, "tokens_seen": 1039597568 }, { "epoch": 0.32, "learning_rate": 0.0006919358074222668, "loss": 1.4136, "theoretical_loss": 3.664222816550452, "tokens_seen": 1039663104 }, { "epoch": 0.32, "learning_rate": 0.0006919157472417253, "loss": 1.4444, "theoretical_loss": 3.6642011633260916, "tokens_seen": 1039728640 }, { "epoch": 0.32, "learning_rate": 0.0006918956870611835, "loss": 1.51, "theoretical_loss": 3.664179511848659, "tokens_seen": 1039794176 }, { "epoch": 0.32, "learning_rate": 0.000691875626880642, "loss": 1.4757, "theoretical_loss": 3.6641578621179027, "tokens_seen": 1039859712 }, { "epoch": 0.32, "learning_rate": 0.0006918555667001003, "loss": 1.466, "theoretical_loss": 3.6641362141335727, "tokens_seen": 1039925248 }, { "epoch": 0.32, "learning_rate": 0.0006918355065195587, "loss": 1.4769, "theoretical_loss": 3.6641145678954175, "tokens_seen": 1039990784 }, { "epoch": 0.32, "learning_rate": 0.0006918154463390171, "loss": 1.5201, "theoretical_loss": 3.664092923403186, "tokens_seen": 1040056320 }, { "epoch": 0.32, "learning_rate": 0.0006917953861584755, "loss": 1.5064, "theoretical_loss": 3.6640712806566285, "tokens_seen": 1040121856 }, { "epoch": 0.32, "learning_rate": 0.0006917753259779338, "loss": 1.477, "theoretical_loss": 3.6640496396554925, "tokens_seen": 1040187392 }, { "epoch": 0.32, "learning_rate": 0.0006917552657973922, "loss": 1.567, "theoretical_loss": 3.6640280003995285, "tokens_seen": 1040252928 }, { "epoch": 0.32, "learning_rate": 0.0006917352056168505, "loss": 1.4003, "theoretical_loss": 3.664006362888485, "tokens_seen": 1040318464 }, { "epoch": 0.32, "learning_rate": 0.000691715145436309, "loss": 1.6344, "theoretical_loss": 3.663984727122113, "tokens_seen": 1040384000 }, { "epoch": 0.32, "learning_rate": 0.0006916950852557673, "loss": 1.5614, "theoretical_loss": 3.6639630931001594, "tokens_seen": 1040449536 }, { "epoch": 0.32, "learning_rate": 0.0006916750250752257, "loss": 1.4959, "theoretical_loss": 3.663941460822376, "tokens_seen": 1040515072 }, { "epoch": 0.32, "learning_rate": 0.000691654964894684, "loss": 1.4472, "theoretical_loss": 3.6639198302885116, "tokens_seen": 1040580608 }, { "epoch": 0.32, "learning_rate": 0.0006916349047141425, "loss": 1.5169, "theoretical_loss": 3.663898201498315, "tokens_seen": 1040646144 }, { "epoch": 0.32, "learning_rate": 0.0006916148445336008, "loss": 1.5612, "theoretical_loss": 3.6638765744515367, "tokens_seen": 1040711680 }, { "epoch": 0.32, "learning_rate": 0.0006915947843530592, "loss": 1.5472, "theoretical_loss": 3.663854949147926, "tokens_seen": 1040777216 }, { "epoch": 0.32, "learning_rate": 0.0006915747241725176, "loss": 1.5858, "theoretical_loss": 3.6638333255872335, "tokens_seen": 1040842752 }, { "epoch": 0.32, "learning_rate": 0.000691554663991976, "loss": 1.6321, "theoretical_loss": 3.663811703769208, "tokens_seen": 1040908288 }, { "epoch": 0.32, "learning_rate": 0.0006915346038114343, "loss": 1.4524, "theoretical_loss": 3.6637900836935993, "tokens_seen": 1040973824 }, { "epoch": 0.32, "learning_rate": 0.0006915145436308928, "loss": 1.5056, "theoretical_loss": 3.663768465360158, "tokens_seen": 1041039360 }, { "epoch": 0.32, "learning_rate": 0.000691494483450351, "loss": 1.5092, "theoretical_loss": 3.6637468487686338, "tokens_seen": 1041104896 }, { "epoch": 0.32, "learning_rate": 0.0006914744232698095, "loss": 1.537, "theoretical_loss": 3.6637252339187762, "tokens_seen": 1041170432 }, { "epoch": 0.32, "learning_rate": 0.0006914543630892678, "loss": 1.4597, "theoretical_loss": 3.6637036208103364, "tokens_seen": 1041235968 }, { "epoch": 0.32, "learning_rate": 0.0006914343029087262, "loss": 1.4876, "theoretical_loss": 3.663682009443063, "tokens_seen": 1041301504 }, { "epoch": 0.32, "learning_rate": 0.0006914142427281846, "loss": 1.4317, "theoretical_loss": 3.6636603998167074, "tokens_seen": 1041367040 }, { "epoch": 0.32, "learning_rate": 0.0006913941825476429, "loss": 1.4403, "theoretical_loss": 3.663638791931019, "tokens_seen": 1041432576 }, { "epoch": 0.32, "learning_rate": 0.0006913741223671013, "loss": 1.4392, "theoretical_loss": 3.663617185785749, "tokens_seen": 1041498112 }, { "epoch": 0.32, "learning_rate": 0.0006913540621865598, "loss": 1.4629, "theoretical_loss": 3.6635955813806467, "tokens_seen": 1041563648 }, { "epoch": 0.32, "learning_rate": 0.000691334002006018, "loss": 1.3967, "theoretical_loss": 3.6635739787154638, "tokens_seen": 1041629184 }, { "epoch": 0.32, "learning_rate": 0.0006913139418254765, "loss": 1.4609, "theoretical_loss": 3.663552377789949, "tokens_seen": 1041694720 }, { "epoch": 0.32, "learning_rate": 0.0006912938816449347, "loss": 1.5869, "theoretical_loss": 3.6635307786038536, "tokens_seen": 1041760256 }, { "epoch": 0.32, "learning_rate": 0.0006912738214643932, "loss": 1.4555, "theoretical_loss": 3.663509181156928, "tokens_seen": 1041825792 }, { "epoch": 0.32, "learning_rate": 0.0006912537612838516, "loss": 1.5126, "theoretical_loss": 3.6634875854489235, "tokens_seen": 1041891328 }, { "epoch": 0.32, "learning_rate": 0.0006912337011033099, "loss": 1.4469, "theoretical_loss": 3.6634659914795895, "tokens_seen": 1041956864 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.4946609437465668, "objective/train/docs_used": 382133, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.403578758239746, "objective/train/original_loss": 1.403578519821167, "objective/train/theoretical_loss": 3.663444399248678, "objective/train/tokens_used": 1062482400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24501168727874756, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507116317749023, "objective/train/weighted_lm_loss": 1.4746416807174683, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.663444399248678, "tokens_seen": 1042022400 }, { "epoch": 0.32, "learning_rate": 0.0006912136409227683, "loss": 1.4551, "theoretical_loss": 3.663444399248678, "tokens_seen": 1042022400 }, { "epoch": 0.32, "learning_rate": 0.0006911935807422268, "loss": 1.575, "theoretical_loss": 3.6634228087559384, "tokens_seen": 1042087936 }, { "epoch": 0.32, "learning_rate": 0.000691173520561685, "loss": 1.5237, "theoretical_loss": 3.6634012200011226, "tokens_seen": 1042153472 }, { "epoch": 0.32, "learning_rate": 0.0006911534603811435, "loss": 1.5775, "theoretical_loss": 3.6633796329839807, "tokens_seen": 1042219008 }, { "epoch": 0.32, "learning_rate": 0.0006911334002006017, "loss": 1.4742, "theoretical_loss": 3.6633580477042633, "tokens_seen": 1042284544 }, { "epoch": 0.32, "learning_rate": 0.0006911133400200602, "loss": 1.5192, "theoretical_loss": 3.6633364641617225, "tokens_seen": 1042350080 }, { "epoch": 0.32, "learning_rate": 0.0006910932798395186, "loss": 1.5035, "theoretical_loss": 3.663314882356109, "tokens_seen": 1042415616 }, { "epoch": 0.32, "learning_rate": 0.0006910732196589769, "loss": 1.4187, "theoretical_loss": 3.6632933022871725, "tokens_seen": 1042481152 }, { "epoch": 0.32, "learning_rate": 0.0006910531594784353, "loss": 1.5511, "theoretical_loss": 3.663271723954665, "tokens_seen": 1042546688 }, { "epoch": 0.32, "learning_rate": 0.0006910330992978937, "loss": 1.5187, "theoretical_loss": 3.6632501473583385, "tokens_seen": 1042612224 }, { "epoch": 0.32, "learning_rate": 0.000691013039117352, "loss": 1.4936, "theoretical_loss": 3.6632285724979434, "tokens_seen": 1042677760 }, { "epoch": 0.32, "learning_rate": 0.0006909929789368105, "loss": 1.5508, "theoretical_loss": 3.66320699937323, "tokens_seen": 1042743296 }, { "epoch": 0.32, "learning_rate": 0.0006909729187562687, "loss": 1.4719, "theoretical_loss": 3.6631854279839513, "tokens_seen": 1042808832 }, { "epoch": 0.32, "learning_rate": 0.0006909528585757272, "loss": 1.4332, "theoretical_loss": 3.663163858329858, "tokens_seen": 1042874368 }, { "epoch": 0.32, "learning_rate": 0.0006909327983951855, "loss": 1.4028, "theoretical_loss": 3.6631422904107005, "tokens_seen": 1042939904 }, { "epoch": 0.32, "learning_rate": 0.0006909127382146439, "loss": 1.4229, "theoretical_loss": 3.663120724226232, "tokens_seen": 1043005440 }, { "epoch": 0.32, "learning_rate": 0.0006908926780341023, "loss": 1.4905, "theoretical_loss": 3.6630991597762024, "tokens_seen": 1043070976 }, { "epoch": 0.32, "learning_rate": 0.0006908726178535607, "loss": 1.4702, "theoretical_loss": 3.663077597060364, "tokens_seen": 1043136512 }, { "epoch": 0.32, "learning_rate": 0.000690852557673019, "loss": 1.5159, "theoretical_loss": 3.6630560360784687, "tokens_seen": 1043202048 }, { "epoch": 0.32, "learning_rate": 0.0006908324974924775, "loss": 1.4538, "theoretical_loss": 3.6630344768302674, "tokens_seen": 1043267584 }, { "epoch": 0.32, "learning_rate": 0.0006908124373119358, "loss": 1.6309, "theoretical_loss": 3.6630129193155128, "tokens_seen": 1043333120 }, { "epoch": 0.32, "learning_rate": 0.0006907923771313942, "loss": 1.5992, "theoretical_loss": 3.6629913635339557, "tokens_seen": 1043398656 }, { "epoch": 0.32, "learning_rate": 0.0006907723169508525, "loss": 1.4011, "theoretical_loss": 3.6629698094853484, "tokens_seen": 1043464192 }, { "epoch": 0.32, "learning_rate": 0.000690752256770311, "loss": 1.61, "theoretical_loss": 3.6629482571694423, "tokens_seen": 1043529728 }, { "epoch": 0.32, "learning_rate": 0.0006907321965897693, "loss": 1.3941, "theoretical_loss": 3.6629267065859894, "tokens_seen": 1043595264 }, { "epoch": 0.32, "learning_rate": 0.0006907121364092277, "loss": 1.5494, "theoretical_loss": 3.662905157734742, "tokens_seen": 1043660800 }, { "epoch": 0.32, "learning_rate": 0.000690692076228686, "loss": 1.6367, "theoretical_loss": 3.6628836106154523, "tokens_seen": 1043726336 }, { "epoch": 0.32, "learning_rate": 0.0006906720160481444, "loss": 1.4736, "theoretical_loss": 3.662862065227872, "tokens_seen": 1043791872 }, { "epoch": 0.32, "learning_rate": 0.0006906519558676029, "loss": 1.5113, "theoretical_loss": 3.662840521571753, "tokens_seen": 1043857408 }, { "epoch": 0.32, "learning_rate": 0.0006906318956870612, "loss": 1.5063, "theoretical_loss": 3.662818979646848, "tokens_seen": 1043922944 }, { "epoch": 0.32, "learning_rate": 0.0006906118355065196, "loss": 1.5592, "theoretical_loss": 3.662797439452909, "tokens_seen": 1043988480 }, { "epoch": 0.32, "learning_rate": 0.000690591775325978, "loss": 1.5276, "theoretical_loss": 3.6627759009896876, "tokens_seen": 1044054016 }, { "epoch": 0.32, "learning_rate": 0.0006905717151454364, "loss": 1.4683, "theoretical_loss": 3.662754364256937, "tokens_seen": 1044119552 }, { "epoch": 0.32, "learning_rate": 0.0006905516549648947, "loss": 1.61, "theoretical_loss": 3.6627328292544092, "tokens_seen": 1044185088 }, { "epoch": 0.32, "learning_rate": 0.0006905315947843532, "loss": 1.6678, "theoretical_loss": 3.662711295981857, "tokens_seen": 1044250624 }, { "epoch": 0.32, "learning_rate": 0.0006905115346038114, "loss": 1.4696, "theoretical_loss": 3.6626897644390324, "tokens_seen": 1044316160 }, { "epoch": 0.32, "learning_rate": 0.0006904914744232699, "loss": 1.5639, "theoretical_loss": 3.662668234625688, "tokens_seen": 1044381696 }, { "epoch": 0.32, "learning_rate": 0.0006904714142427282, "loss": 1.5568, "theoretical_loss": 3.6626467065415764, "tokens_seen": 1044447232 }, { "epoch": 0.32, "learning_rate": 0.0006904513540621866, "loss": 1.5001, "theoretical_loss": 3.66262518018645, "tokens_seen": 1044512768 }, { "epoch": 0.32, "learning_rate": 0.000690431293881645, "loss": 1.4957, "theoretical_loss": 3.662603655560062, "tokens_seen": 1044578304 }, { "epoch": 0.32, "learning_rate": 0.0006904112337011033, "loss": 1.344, "theoretical_loss": 3.6625821326621653, "tokens_seen": 1044643840 }, { "epoch": 0.32, "learning_rate": 0.0006903911735205617, "loss": 1.4376, "theoretical_loss": 3.6625606114925113, "tokens_seen": 1044709376 }, { "epoch": 0.32, "learning_rate": 0.0006903711133400202, "loss": 1.6842, "theoretical_loss": 3.6625390920508543, "tokens_seen": 1044774912 }, { "epoch": 0.32, "learning_rate": 0.0006903510531594784, "loss": 1.575, "theoretical_loss": 3.6625175743369462, "tokens_seen": 1044840448 }, { "epoch": 0.32, "learning_rate": 0.0006903309929789369, "loss": 1.5313, "theoretical_loss": 3.6624960583505404, "tokens_seen": 1044905984 }, { "epoch": 0.32, "learning_rate": 0.0006903109327983951, "loss": 1.4198, "theoretical_loss": 3.66247454409139, "tokens_seen": 1044971520 }, { "epoch": 0.32, "learning_rate": 0.0006902908726178536, "loss": 1.4174, "theoretical_loss": 3.6624530315592483, "tokens_seen": 1045037056 }, { "epoch": 0.32, "learning_rate": 0.000690270812437312, "loss": 1.5229, "theoretical_loss": 3.6624315207538674, "tokens_seen": 1045102592 }, { "epoch": 0.32, "learning_rate": 0.0006902507522567703, "loss": 1.4939, "theoretical_loss": 3.662410011675001, "tokens_seen": 1045168128 }, { "epoch": 0.32, "learning_rate": 0.0006902306920762287, "loss": 1.5741, "theoretical_loss": 3.6623885043224025, "tokens_seen": 1045233664 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.49236148595809937, "objective/train/docs_used": 383342, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4417933225631714, "objective/train/original_loss": 1.4417933225631714, "objective/train/theoretical_loss": 3.6623669986958247, "objective/train/tokens_used": 1065759200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24337539076805115, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504733324050903, "objective/train/weighted_lm_loss": 1.5144271850585938, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6623669986958247, "tokens_seen": 1045299200 }, { "epoch": 0.32, "learning_rate": 0.0006902106318956872, "loss": 1.5511, "theoretical_loss": 3.6623669986958247, "tokens_seen": 1045299200 }, { "epoch": 0.32, "learning_rate": 0.0006901905717151454, "loss": 1.5429, "theoretical_loss": 3.662345494795021, "tokens_seen": 1045364736 }, { "epoch": 0.32, "learning_rate": 0.0006901705115346039, "loss": 1.4595, "theoretical_loss": 3.6623239926197444, "tokens_seen": 1045430272 }, { "epoch": 0.32, "learning_rate": 0.0006901504513540621, "loss": 1.5152, "theoretical_loss": 3.662302492169749, "tokens_seen": 1045495808 }, { "epoch": 0.32, "learning_rate": 0.0006901303911735206, "loss": 1.4229, "theoretical_loss": 3.662280993444788, "tokens_seen": 1045561344 }, { "epoch": 0.32, "learning_rate": 0.000690110330992979, "loss": 1.5675, "theoretical_loss": 3.662259496444615, "tokens_seen": 1045626880 }, { "epoch": 0.32, "learning_rate": 0.0006900902708124373, "loss": 1.5579, "theoretical_loss": 3.6622380011689826, "tokens_seen": 1045692416 }, { "epoch": 0.32, "learning_rate": 0.0006900702106318957, "loss": 1.4674, "theoretical_loss": 3.6622165076176456, "tokens_seen": 1045757952 }, { "epoch": 0.32, "learning_rate": 0.0006900501504513541, "loss": 1.5394, "theoretical_loss": 3.662195015790357, "tokens_seen": 1045823488 }, { "epoch": 0.32, "learning_rate": 0.0006900300902708124, "loss": 1.489, "theoretical_loss": 3.6621735256868706, "tokens_seen": 1045889024 }, { "epoch": 0.32, "learning_rate": 0.0006900100300902709, "loss": 1.5196, "theoretical_loss": 3.66215203730694, "tokens_seen": 1045954560 }, { "epoch": 0.32, "learning_rate": 0.0006899899699097291, "loss": 1.4826, "theoretical_loss": 3.6621305506503194, "tokens_seen": 1046020096 }, { "epoch": 0.32, "learning_rate": 0.0006899699097291876, "loss": 1.5183, "theoretical_loss": 3.6621090657167623, "tokens_seen": 1046085632 }, { "epoch": 0.32, "learning_rate": 0.0006899498495486459, "loss": 1.3797, "theoretical_loss": 3.6620875825060226, "tokens_seen": 1046151168 }, { "epoch": 0.32, "learning_rate": 0.0006899297893681043, "loss": 1.5852, "theoretical_loss": 3.6620661010178543, "tokens_seen": 1046216704 }, { "epoch": 0.32, "learning_rate": 0.0006899097291875627, "loss": 1.4522, "theoretical_loss": 3.6620446212520115, "tokens_seen": 1046282240 }, { "epoch": 0.32, "learning_rate": 0.0006898896690070211, "loss": 1.4966, "theoretical_loss": 3.6620231432082484, "tokens_seen": 1046347776 }, { "epoch": 0.32, "learning_rate": 0.0006898696088264794, "loss": 1.517, "theoretical_loss": 3.662001666886318, "tokens_seen": 1046413312 }, { "epoch": 0.32, "learning_rate": 0.0006898495486459379, "loss": 1.5683, "theoretical_loss": 3.6619801922859763, "tokens_seen": 1046478848 }, { "epoch": 0.32, "learning_rate": 0.0006898294884653962, "loss": 1.4073, "theoretical_loss": 3.6619587194069756, "tokens_seen": 1046544384 }, { "epoch": 0.32, "learning_rate": 0.0006898094282848546, "loss": 1.419, "theoretical_loss": 3.661937248249071, "tokens_seen": 1046609920 }, { "epoch": 0.32, "learning_rate": 0.0006897893681043129, "loss": 1.5707, "theoretical_loss": 3.661915778812017, "tokens_seen": 1046675456 }, { "epoch": 0.32, "learning_rate": 0.0006897693079237713, "loss": 1.5442, "theoretical_loss": 3.661894311095568, "tokens_seen": 1046740992 }, { "epoch": 0.32, "learning_rate": 0.0006897492477432297, "loss": 1.6185, "theoretical_loss": 3.661872845099478, "tokens_seen": 1046806528 }, { "epoch": 0.32, "learning_rate": 0.0006897291875626881, "loss": 1.4944, "theoretical_loss": 3.661851380823502, "tokens_seen": 1046872064 }, { "epoch": 0.32, "learning_rate": 0.0006897091273821464, "loss": 1.4485, "theoretical_loss": 3.6618299182673932, "tokens_seen": 1046937600 }, { "epoch": 0.32, "learning_rate": 0.0006896890672016048, "loss": 1.5839, "theoretical_loss": 3.6618084574309075, "tokens_seen": 1047003136 }, { "epoch": 0.32, "learning_rate": 0.0006896690070210632, "loss": 1.4672, "theoretical_loss": 3.661786998313799, "tokens_seen": 1047068672 }, { "epoch": 0.32, "learning_rate": 0.0006896489468405216, "loss": 1.4796, "theoretical_loss": 3.6617655409158223, "tokens_seen": 1047134208 }, { "epoch": 0.32, "learning_rate": 0.0006896288866599799, "loss": 1.5932, "theoretical_loss": 3.661744085236732, "tokens_seen": 1047199744 }, { "epoch": 0.32, "learning_rate": 0.0006896088264794384, "loss": 1.3986, "theoretical_loss": 3.6617226312762834, "tokens_seen": 1047265280 }, { "epoch": 0.32, "learning_rate": 0.0006895887662988967, "loss": 1.442, "theoretical_loss": 3.6617011790342304, "tokens_seen": 1047330816 }, { "epoch": 0.32, "learning_rate": 0.0006895687061183551, "loss": 1.4367, "theoretical_loss": 3.661679728510329, "tokens_seen": 1047396352 }, { "epoch": 0.32, "learning_rate": 0.0006895486459378134, "loss": 1.5376, "theoretical_loss": 3.6616582797043327, "tokens_seen": 1047461888 }, { "epoch": 0.32, "learning_rate": 0.0006895285857572718, "loss": 1.4909, "theoretical_loss": 3.6616368326159976, "tokens_seen": 1047527424 }, { "epoch": 0.32, "learning_rate": 0.0006895085255767302, "loss": 1.4646, "theoretical_loss": 3.661615387245078, "tokens_seen": 1047592960 }, { "epoch": 0.32, "learning_rate": 0.0006894884653961886, "loss": 1.6508, "theoretical_loss": 3.6615939435913294, "tokens_seen": 1047658496 }, { "epoch": 0.32, "learning_rate": 0.0006894684052156469, "loss": 1.5179, "theoretical_loss": 3.661572501654507, "tokens_seen": 1047724032 }, { "epoch": 0.32, "learning_rate": 0.0006894483450351054, "loss": 1.4801, "theoretical_loss": 3.6615510614343654, "tokens_seen": 1047789568 }, { "epoch": 0.32, "learning_rate": 0.0006894282848545636, "loss": 1.4365, "theoretical_loss": 3.66152962293066, "tokens_seen": 1047855104 }, { "epoch": 0.32, "learning_rate": 0.0006894082246740221, "loss": 1.4704, "theoretical_loss": 3.6615081861431467, "tokens_seen": 1047920640 }, { "epoch": 0.32, "learning_rate": 0.0006893881644934804, "loss": 1.3453, "theoretical_loss": 3.6614867510715796, "tokens_seen": 1047986176 }, { "epoch": 0.32, "learning_rate": 0.0006893681043129388, "loss": 1.5975, "theoretical_loss": 3.661465317715715, "tokens_seen": 1048051712 }, { "epoch": 0.32, "learning_rate": 0.0006893480441323972, "loss": 1.4847, "theoretical_loss": 3.6614438860753076, "tokens_seen": 1048117248 }, { "epoch": 0.32, "learning_rate": 0.0006893279839518555, "loss": 1.4927, "theoretical_loss": 3.6614224561501136, "tokens_seen": 1048182784 }, { "epoch": 0.32, "learning_rate": 0.0006893079237713139, "loss": 1.5698, "theoretical_loss": 3.6614010279398883, "tokens_seen": 1048248320 }, { "epoch": 0.32, "learning_rate": 0.0006892878635907724, "loss": 1.4156, "theoretical_loss": 3.6613796014443865, "tokens_seen": 1048313856 }, { "epoch": 0.32, "learning_rate": 0.0006892678034102306, "loss": 1.4809, "theoretical_loss": 3.6613581766633647, "tokens_seen": 1048379392 }, { "epoch": 0.32, "learning_rate": 0.0006892477432296891, "loss": 1.4511, "theoretical_loss": 3.6613367535965784, "tokens_seen": 1048444928 }, { "epoch": 0.32, "learning_rate": 0.0006892276830491475, "loss": 1.5007, "theoretical_loss": 3.661315332243783, "tokens_seen": 1048510464 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.4936440587043762, "objective/train/docs_used": 384505, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.528617024421692, "objective/train/original_loss": 1.5286171436309814, "objective/train/theoretical_loss": 3.661293912604734, "objective/train/tokens_used": 1069036000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24397923052310944, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506048202514648, "objective/train/weighted_lm_loss": 1.6059162616729736, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.661293912604734, "tokens_seen": 1048576000 }, { "epoch": 0.32, "learning_rate": 0.0006892076228686058, "loss": 1.4886, "theoretical_loss": 3.661293912604734, "tokens_seen": 1048576000 }, { "epoch": 0.32, "learning_rate": 0.0006891875626880643, "loss": 1.3985, "theoretical_loss": 3.661272494679188, "tokens_seen": 1048641536 }, { "epoch": 0.32, "learning_rate": 0.0006891675025075225, "loss": 1.4851, "theoretical_loss": 3.6612510784669006, "tokens_seen": 1048707072 }, { "epoch": 0.32, "learning_rate": 0.000689147442326981, "loss": 1.577, "theoretical_loss": 3.661229663967627, "tokens_seen": 1048772608 }, { "epoch": 0.32, "learning_rate": 0.0006891273821464394, "loss": 1.5647, "theoretical_loss": 3.661208251181124, "tokens_seen": 1048838144 }, { "epoch": 0.32, "learning_rate": 0.0006891073219658977, "loss": 1.3858, "theoretical_loss": 3.6611868401071472, "tokens_seen": 1048903680 }, { "epoch": 0.32, "learning_rate": 0.0006890872617853561, "loss": 1.545, "theoretical_loss": 3.661165430745453, "tokens_seen": 1048969216 }, { "epoch": 0.32, "learning_rate": 0.0006890672016048145, "loss": 1.4531, "theoretical_loss": 3.661144023095797, "tokens_seen": 1049034752 }, { "epoch": 0.32, "learning_rate": 0.0006890471414242728, "loss": 1.4823, "theoretical_loss": 3.6611226171579356, "tokens_seen": 1049100288 }, { "epoch": 0.32, "learning_rate": 0.0006890270812437313, "loss": 1.4765, "theoretical_loss": 3.661101212931625, "tokens_seen": 1049165824 }, { "epoch": 0.32, "learning_rate": 0.0006890070210631895, "loss": 1.4781, "theoretical_loss": 3.661079810416622, "tokens_seen": 1049231360 }, { "epoch": 0.32, "learning_rate": 0.000688986960882648, "loss": 1.4927, "theoretical_loss": 3.6610584096126813, "tokens_seen": 1049296896 }, { "epoch": 0.32, "learning_rate": 0.0006889669007021063, "loss": 1.5936, "theoretical_loss": 3.6610370105195607, "tokens_seen": 1049362432 }, { "epoch": 0.32, "learning_rate": 0.0006889468405215647, "loss": 1.5236, "theoretical_loss": 3.6610156131370166, "tokens_seen": 1049427968 }, { "epoch": 0.32, "learning_rate": 0.0006889267803410231, "loss": 1.5539, "theoretical_loss": 3.660994217464805, "tokens_seen": 1049493504 }, { "epoch": 0.32, "learning_rate": 0.0006889067201604815, "loss": 1.5861, "theoretical_loss": 3.660972823502682, "tokens_seen": 1049559040 }, { "epoch": 0.32, "learning_rate": 0.0006888866599799398, "loss": 1.502, "theoretical_loss": 3.660951431250405, "tokens_seen": 1049624576 }, { "epoch": 0.32, "learning_rate": 0.0006888665997993983, "loss": 1.4376, "theoretical_loss": 3.66093004070773, "tokens_seen": 1049690112 }, { "epoch": 0.32, "learning_rate": 0.0006888465396188566, "loss": 1.5028, "theoretical_loss": 3.6609086518744136, "tokens_seen": 1049755648 }, { "epoch": 0.32, "learning_rate": 0.000688826479438315, "loss": 1.3377, "theoretical_loss": 3.6608872647502126, "tokens_seen": 1049821184 }, { "epoch": 0.32, "learning_rate": 0.0006888064192577733, "loss": 1.5266, "theoretical_loss": 3.6608658793348847, "tokens_seen": 1049886720 }, { "epoch": 0.32, "learning_rate": 0.0006887863590772317, "loss": 1.5236, "theoretical_loss": 3.6608444956281856, "tokens_seen": 1049952256 }, { "epoch": 0.32, "learning_rate": 0.0006887662988966901, "loss": 1.5458, "theoretical_loss": 3.6608231136298723, "tokens_seen": 1050017792 }, { "epoch": 0.32, "learning_rate": 0.0006887462387161485, "loss": 1.4751, "theoretical_loss": 3.660801733339702, "tokens_seen": 1050083328 }, { "epoch": 0.32, "learning_rate": 0.0006887261785356068, "loss": 1.5122, "theoretical_loss": 3.6607803547574314, "tokens_seen": 1050148864 }, { "epoch": 0.32, "learning_rate": 0.0006887061183550652, "loss": 1.4909, "theoretical_loss": 3.6607589778828173, "tokens_seen": 1050214400 }, { "epoch": 0.32, "learning_rate": 0.0006886860581745236, "loss": 1.6472, "theoretical_loss": 3.660737602715617, "tokens_seen": 1050279936 }, { "epoch": 0.32, "learning_rate": 0.000688665997993982, "loss": 1.5791, "theoretical_loss": 3.660716229255588, "tokens_seen": 1050345472 }, { "epoch": 0.32, "learning_rate": 0.0006886459378134403, "loss": 1.4591, "theoretical_loss": 3.660694857502487, "tokens_seen": 1050411008 }, { "epoch": 0.32, "learning_rate": 0.0006886258776328988, "loss": 1.4805, "theoretical_loss": 3.6606734874560716, "tokens_seen": 1050476544 }, { "epoch": 0.32, "learning_rate": 0.0006886058174523571, "loss": 1.5175, "theoretical_loss": 3.660652119116098, "tokens_seen": 1050542080 }, { "epoch": 0.32, "learning_rate": 0.0006885857572718155, "loss": 1.481, "theoretical_loss": 3.660630752482325, "tokens_seen": 1050607616 }, { "epoch": 0.32, "learning_rate": 0.0006885656970912738, "loss": 1.4879, "theoretical_loss": 3.660609387554509, "tokens_seen": 1050673152 }, { "epoch": 0.32, "learning_rate": 0.0006885456369107322, "loss": 1.4184, "theoretical_loss": 3.6605880243324074, "tokens_seen": 1050738688 }, { "epoch": 0.32, "learning_rate": 0.0006885255767301906, "loss": 1.5794, "theoretical_loss": 3.6605666628157776, "tokens_seen": 1050804224 }, { "epoch": 0.32, "learning_rate": 0.000688505516549649, "loss": 1.6354, "theoretical_loss": 3.660545303004378, "tokens_seen": 1050869760 }, { "epoch": 0.32, "learning_rate": 0.0006884854563691073, "loss": 1.6028, "theoretical_loss": 3.6605239448979647, "tokens_seen": 1050935296 }, { "epoch": 0.32, "learning_rate": 0.0006884653961885658, "loss": 1.5436, "theoretical_loss": 3.6605025884962963, "tokens_seen": 1051000832 }, { "epoch": 0.32, "learning_rate": 0.000688445336008024, "loss": 1.454, "theoretical_loss": 3.66048123379913, "tokens_seen": 1051066368 }, { "epoch": 0.32, "learning_rate": 0.0006884252758274825, "loss": 1.5388, "theoretical_loss": 3.660459880806224, "tokens_seen": 1051131904 }, { "epoch": 0.32, "learning_rate": 0.0006884052156469408, "loss": 1.5936, "theoretical_loss": 3.660438529517336, "tokens_seen": 1051197440 }, { "epoch": 0.32, "learning_rate": 0.0006883851554663992, "loss": 1.5103, "theoretical_loss": 3.6604171799322227, "tokens_seen": 1051262976 }, { "epoch": 0.32, "learning_rate": 0.0006883650952858576, "loss": 1.5187, "theoretical_loss": 3.6603958320506433, "tokens_seen": 1051328512 }, { "epoch": 0.32, "learning_rate": 0.0006883450351053159, "loss": 1.5919, "theoretical_loss": 3.660374485872355, "tokens_seen": 1051394048 }, { "epoch": 0.32, "learning_rate": 0.0006883249749247743, "loss": 1.6146, "theoretical_loss": 3.660353141397116, "tokens_seen": 1051459584 }, { "epoch": 0.32, "learning_rate": 0.0006883049147442328, "loss": 1.5499, "theoretical_loss": 3.6603317986246844, "tokens_seen": 1051525120 }, { "epoch": 0.32, "learning_rate": 0.000688284854563691, "loss": 1.6005, "theoretical_loss": 3.660310457554818, "tokens_seen": 1051590656 }, { "epoch": 0.32, "learning_rate": 0.0006882647943831495, "loss": 1.4685, "theoretical_loss": 3.6602891181872748, "tokens_seen": 1051656192 }, { "epoch": 0.32, "learning_rate": 0.0006882447342026079, "loss": 1.6144, "theoretical_loss": 3.6602677805218127, "tokens_seen": 1051721728 }, { "epoch": 0.32, "learning_rate": 0.0006882246740220662, "loss": 1.5808, "theoretical_loss": 3.66024644455819, "tokens_seen": 1051787264 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.49428632855415344, "objective/train/docs_used": 385698, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.416479229927063, "objective/train/original_loss": 1.416479229927063, "objective/train/theoretical_loss": 3.660225110296166, "objective/train/tokens_used": 1072312800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24495668709278107, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506739616394043, "objective/train/weighted_lm_loss": 1.488330602645874, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.660225110296166, "tokens_seen": 1051852800 }, { "epoch": 0.32, "learning_rate": 0.0006882046138415246, "loss": 1.4712, "theoretical_loss": 3.660225110296166, "tokens_seen": 1051852800 }, { "epoch": 0.32, "learning_rate": 0.0006881845536609829, "loss": 1.5784, "theoretical_loss": 3.660203777735498, "tokens_seen": 1051918336 }, { "epoch": 0.32, "learning_rate": 0.0006881644934804413, "loss": 1.5351, "theoretical_loss": 3.660182446875944, "tokens_seen": 1051983872 }, { "epoch": 0.32, "learning_rate": 0.0006881444332998998, "loss": 1.4084, "theoretical_loss": 3.6601611177172635, "tokens_seen": 1052049408 }, { "epoch": 0.32, "learning_rate": 0.000688124373119358, "loss": 1.48, "theoretical_loss": 3.660139790259214, "tokens_seen": 1052114944 }, { "epoch": 0.32, "learning_rate": 0.0006881043129388165, "loss": 1.4048, "theoretical_loss": 3.6601184645015543, "tokens_seen": 1052180480 }, { "epoch": 0.32, "learning_rate": 0.0006880842527582748, "loss": 1.4018, "theoretical_loss": 3.6600971404440434, "tokens_seen": 1052246016 }, { "epoch": 0.32, "learning_rate": 0.0006880641925777332, "loss": 1.4766, "theoretical_loss": 3.660075818086439, "tokens_seen": 1052311552 }, { "epoch": 0.32, "learning_rate": 0.0006880441323971916, "loss": 1.343, "theoretical_loss": 3.6600544974285, "tokens_seen": 1052377088 }, { "epoch": 0.32, "learning_rate": 0.00068802407221665, "loss": 1.5598, "theoretical_loss": 3.6600331784699858, "tokens_seen": 1052442624 }, { "epoch": 0.32, "learning_rate": 0.0006880040120361083, "loss": 1.4517, "theoretical_loss": 3.660011861210654, "tokens_seen": 1052508160 }, { "epoch": 0.32, "learning_rate": 0.0006879839518555667, "loss": 1.4747, "theoretical_loss": 3.659990545650264, "tokens_seen": 1052573696 }, { "epoch": 0.32, "learning_rate": 0.000687963891675025, "loss": 1.4082, "theoretical_loss": 3.6599692317885753, "tokens_seen": 1052639232 }, { "epoch": 0.32, "learning_rate": 0.0006879438314944835, "loss": 1.4592, "theoretical_loss": 3.6599479196253455, "tokens_seen": 1052704768 }, { "epoch": 0.32, "learning_rate": 0.0006879237713139418, "loss": 1.4763, "theoretical_loss": 3.659926609160334, "tokens_seen": 1052770304 }, { "epoch": 0.32, "learning_rate": 0.0006879037111334002, "loss": 1.4256, "theoretical_loss": 3.6599053003933006, "tokens_seen": 1052835840 }, { "epoch": 0.32, "learning_rate": 0.0006878836509528586, "loss": 1.4493, "theoretical_loss": 3.6598839933240024, "tokens_seen": 1052901376 }, { "epoch": 0.32, "learning_rate": 0.000687863590772317, "loss": 1.3854, "theoretical_loss": 3.6598626879522005, "tokens_seen": 1052966912 }, { "epoch": 0.32, "learning_rate": 0.0006878435305917753, "loss": 1.4463, "theoretical_loss": 3.6598413842776534, "tokens_seen": 1053032448 }, { "epoch": 0.32, "learning_rate": 0.0006878234704112337, "loss": 1.5215, "theoretical_loss": 3.6598200823001195, "tokens_seen": 1053097984 }, { "epoch": 0.32, "learning_rate": 0.000687803410230692, "loss": 1.4254, "theoretical_loss": 3.659798782019359, "tokens_seen": 1053163520 }, { "epoch": 0.32, "learning_rate": 0.0006877833500501505, "loss": 1.4137, "theoretical_loss": 3.65977748343513, "tokens_seen": 1053229056 }, { "epoch": 0.32, "learning_rate": 0.0006877632898696088, "loss": 1.5841, "theoretical_loss": 3.6597561865471935, "tokens_seen": 1053294592 }, { "epoch": 0.32, "learning_rate": 0.0006877432296890672, "loss": 1.566, "theoretical_loss": 3.6597348913553076, "tokens_seen": 1053360128 }, { "epoch": 0.32, "learning_rate": 0.0006877231695085255, "loss": 1.7329, "theoretical_loss": 3.6597135978592323, "tokens_seen": 1053425664 }, { "epoch": 0.32, "learning_rate": 0.000687703109327984, "loss": 1.5323, "theoretical_loss": 3.6596923060587265, "tokens_seen": 1053491200 }, { "epoch": 0.32, "learning_rate": 0.0006876830491474424, "loss": 1.4816, "theoretical_loss": 3.6596710159535504, "tokens_seen": 1053556736 }, { "epoch": 0.32, "learning_rate": 0.0006876629889669007, "loss": 1.5308, "theoretical_loss": 3.6596497275434627, "tokens_seen": 1053622272 }, { "epoch": 0.32, "learning_rate": 0.0006876429287863592, "loss": 1.4878, "theoretical_loss": 3.6596284408282242, "tokens_seen": 1053687808 }, { "epoch": 0.32, "learning_rate": 0.0006876228686058175, "loss": 1.5398, "theoretical_loss": 3.6596071558075938, "tokens_seen": 1053753344 }, { "epoch": 0.32, "learning_rate": 0.0006876028084252759, "loss": 1.5751, "theoretical_loss": 3.659585872481331, "tokens_seen": 1053818880 }, { "epoch": 0.32, "learning_rate": 0.0006875827482447342, "loss": 1.5503, "theoretical_loss": 3.6595645908491963, "tokens_seen": 1053884416 }, { "epoch": 0.32, "learning_rate": 0.0006875626880641926, "loss": 1.5497, "theoretical_loss": 3.6595433109109488, "tokens_seen": 1053949952 }, { "epoch": 0.32, "learning_rate": 0.000687542627883651, "loss": 1.56, "theoretical_loss": 3.6595220326663487, "tokens_seen": 1054015488 }, { "epoch": 0.32, "learning_rate": 0.0006875225677031094, "loss": 1.4684, "theoretical_loss": 3.659500756115156, "tokens_seen": 1054081024 }, { "epoch": 0.32, "learning_rate": 0.0006875025075225677, "loss": 1.3854, "theoretical_loss": 3.6594794812571303, "tokens_seen": 1054146560 }, { "epoch": 0.32, "learning_rate": 0.0006874824473420262, "loss": 1.5226, "theoretical_loss": 3.6594582080920324, "tokens_seen": 1054212096 }, { "epoch": 0.32, "learning_rate": 0.0006874623871614844, "loss": 1.5548, "theoretical_loss": 3.6594369366196213, "tokens_seen": 1054277632 }, { "epoch": 0.32, "learning_rate": 0.0006874423269809429, "loss": 1.5202, "theoretical_loss": 3.659415666839658, "tokens_seen": 1054343168 }, { "epoch": 0.32, "learning_rate": 0.0006874222668004012, "loss": 1.4764, "theoretical_loss": 3.6593943987519015, "tokens_seen": 1054408704 }, { "epoch": 0.32, "learning_rate": 0.0006874022066198596, "loss": 1.472, "theoretical_loss": 3.6593731323561136, "tokens_seen": 1054474240 }, { "epoch": 0.32, "learning_rate": 0.000687382146439318, "loss": 1.4419, "theoretical_loss": 3.6593518676520533, "tokens_seen": 1054539776 }, { "epoch": 0.32, "learning_rate": 0.0006873620862587763, "loss": 1.5018, "theoretical_loss": 3.6593306046394813, "tokens_seen": 1054605312 }, { "epoch": 0.32, "learning_rate": 0.0006873420260782347, "loss": 1.5212, "theoretical_loss": 3.6593093433181583, "tokens_seen": 1054670848 }, { "epoch": 0.32, "learning_rate": 0.0006873219658976932, "loss": 1.5284, "theoretical_loss": 3.6592880836878443, "tokens_seen": 1054736384 }, { "epoch": 0.32, "learning_rate": 0.0006873019057171514, "loss": 1.4848, "theoretical_loss": 3.6592668257482996, "tokens_seen": 1054801920 }, { "epoch": 0.32, "learning_rate": 0.0006872818455366099, "loss": 1.5609, "theoretical_loss": 3.6592455694992854, "tokens_seen": 1054867456 }, { "epoch": 0.32, "learning_rate": 0.0006872617853560683, "loss": 1.3198, "theoretical_loss": 3.659224314940561, "tokens_seen": 1054932992 }, { "epoch": 0.32, "learning_rate": 0.0006872417251755266, "loss": 1.5111, "theoretical_loss": 3.6592030620718887, "tokens_seen": 1054998528 }, { "epoch": 0.32, "learning_rate": 0.000687221664994985, "loss": 1.506, "theoretical_loss": 3.6591818108930276, "tokens_seen": 1055064064 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.49314162135124207, "objective/train/docs_used": 386814, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3797991275787354, "objective/train/original_loss": 1.3797991275787354, "objective/train/theoretical_loss": 3.659160561403739, "objective/train/tokens_used": 1075589600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24348647892475128, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505520105361938, "objective/train/weighted_lm_loss": 1.4494986534118652, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.659160561403739, "tokens_seen": 1055129600 }, { "epoch": 0.32, "learning_rate": 0.0006872016048144433, "loss": 1.3574, "theoretical_loss": 3.659160561403739, "tokens_seen": 1055129600 }, { "epoch": 0.32, "learning_rate": 0.0006871815446339017, "loss": 1.4263, "theoretical_loss": 3.6591393136037835, "tokens_seen": 1055195136 }, { "epoch": 0.32, "learning_rate": 0.0006871614844533602, "loss": 1.5183, "theoretical_loss": 3.6591180674929227, "tokens_seen": 1055260672 }, { "epoch": 0.32, "learning_rate": 0.0006871414242728184, "loss": 1.4252, "theoretical_loss": 3.659096823070916, "tokens_seen": 1055326208 }, { "epoch": 0.32, "learning_rate": 0.0006871213640922769, "loss": 1.4701, "theoretical_loss": 3.6590755803375252, "tokens_seen": 1055391744 }, { "epoch": 0.32, "learning_rate": 0.0006871013039117352, "loss": 1.5129, "theoretical_loss": 3.6590543392925117, "tokens_seen": 1055457280 }, { "epoch": 0.32, "learning_rate": 0.0006870812437311936, "loss": 1.4862, "theoretical_loss": 3.6590330999356353, "tokens_seen": 1055522816 }, { "epoch": 0.32, "learning_rate": 0.000687061183550652, "loss": 1.5446, "theoretical_loss": 3.6590118622666576, "tokens_seen": 1055588352 }, { "epoch": 0.32, "learning_rate": 0.0006870411233701103, "loss": 1.4284, "theoretical_loss": 3.65899062628534, "tokens_seen": 1055653888 }, { "epoch": 0.32, "learning_rate": 0.0006870210631895687, "loss": 1.4342, "theoretical_loss": 3.658969391991443, "tokens_seen": 1055719424 }, { "epoch": 0.32, "learning_rate": 0.0006870010030090271, "loss": 1.5281, "theoretical_loss": 3.658948159384728, "tokens_seen": 1055784960 }, { "epoch": 0.32, "learning_rate": 0.0006869809428284854, "loss": 1.4855, "theoretical_loss": 3.6589269284649566, "tokens_seen": 1055850496 }, { "epoch": 0.32, "learning_rate": 0.0006869608826479439, "loss": 1.4876, "theoretical_loss": 3.65890569923189, "tokens_seen": 1055916032 }, { "epoch": 0.32, "learning_rate": 0.0006869408224674022, "loss": 1.4669, "theoretical_loss": 3.658884471685289, "tokens_seen": 1055981568 }, { "epoch": 0.32, "learning_rate": 0.0006869207622868606, "loss": 1.4647, "theoretical_loss": 3.6588632458249153, "tokens_seen": 1056047104 }, { "epoch": 0.32, "learning_rate": 0.000686900702106319, "loss": 1.5049, "theoretical_loss": 3.6588420216505306, "tokens_seen": 1056112640 }, { "epoch": 0.32, "learning_rate": 0.0006868806419257774, "loss": 1.6379, "theoretical_loss": 3.658820799161896, "tokens_seen": 1056178176 }, { "epoch": 0.32, "learning_rate": 0.0006868605817452357, "loss": 1.5341, "theoretical_loss": 3.658799578358773, "tokens_seen": 1056243712 }, { "epoch": 0.32, "learning_rate": 0.0006868405215646941, "loss": 1.455, "theoretical_loss": 3.658778359240923, "tokens_seen": 1056309248 }, { "epoch": 0.32, "learning_rate": 0.0006868204613841524, "loss": 1.4932, "theoretical_loss": 3.658757141808109, "tokens_seen": 1056374784 }, { "epoch": 0.32, "learning_rate": 0.0006868004012036109, "loss": 1.6349, "theoretical_loss": 3.65873592606009, "tokens_seen": 1056440320 }, { "epoch": 0.32, "learning_rate": 0.0006867803410230692, "loss": 1.4395, "theoretical_loss": 3.6587147119966303, "tokens_seen": 1056505856 }, { "epoch": 0.32, "learning_rate": 0.0006867602808425276, "loss": 1.4584, "theoretical_loss": 3.6586934996174905, "tokens_seen": 1056571392 }, { "epoch": 0.32, "learning_rate": 0.0006867402206619859, "loss": 1.4452, "theoretical_loss": 3.658672288922432, "tokens_seen": 1056636928 }, { "epoch": 0.32, "learning_rate": 0.0006867201604814444, "loss": 1.4153, "theoretical_loss": 3.658651079911218, "tokens_seen": 1056702464 }, { "epoch": 0.32, "learning_rate": 0.0006867001003009027, "loss": 1.4248, "theoretical_loss": 3.6586298725836093, "tokens_seen": 1056768000 }, { "epoch": 0.32, "learning_rate": 0.0006866800401203611, "loss": 1.5541, "theoretical_loss": 3.658608666939368, "tokens_seen": 1056833536 }, { "epoch": 0.32, "learning_rate": 0.0006866599799398194, "loss": 1.4877, "theoretical_loss": 3.6585874629782564, "tokens_seen": 1056899072 }, { "epoch": 0.32, "learning_rate": 0.0006866399197592778, "loss": 1.5577, "theoretical_loss": 3.658566260700036, "tokens_seen": 1056964608 }, { "epoch": 0.32, "learning_rate": 0.0006866198595787362, "loss": 1.4538, "theoretical_loss": 3.65854506010447, "tokens_seen": 1057030144 }, { "epoch": 0.32, "learning_rate": 0.0006865997993981946, "loss": 1.4298, "theoretical_loss": 3.65852386119132, "tokens_seen": 1057095680 }, { "epoch": 0.32, "learning_rate": 0.0006865797392176529, "loss": 1.5163, "theoretical_loss": 3.658502663960347, "tokens_seen": 1057161216 }, { "epoch": 0.32, "learning_rate": 0.0006865596790371114, "loss": 1.5903, "theoretical_loss": 3.658481468411315, "tokens_seen": 1057226752 }, { "epoch": 0.32, "learning_rate": 0.0006865396188565697, "loss": 1.5589, "theoretical_loss": 3.6584602745439856, "tokens_seen": 1057292288 }, { "epoch": 0.32, "learning_rate": 0.0006865195586760281, "loss": 1.4396, "theoretical_loss": 3.658439082358121, "tokens_seen": 1057357824 }, { "epoch": 0.32, "learning_rate": 0.0006864994984954865, "loss": 1.3816, "theoretical_loss": 3.6584178918534844, "tokens_seen": 1057423360 }, { "epoch": 0.32, "learning_rate": 0.0006864794383149448, "loss": 1.4507, "theoretical_loss": 3.6583967030298368, "tokens_seen": 1057488896 }, { "epoch": 0.32, "learning_rate": 0.0006864593781344032, "loss": 1.5478, "theoretical_loss": 3.6583755158869415, "tokens_seen": 1057554432 }, { "epoch": 0.32, "learning_rate": 0.0006864393179538616, "loss": 1.552, "theoretical_loss": 3.6583543304245616, "tokens_seen": 1057619968 }, { "epoch": 0.32, "learning_rate": 0.0006864192577733199, "loss": 1.5148, "theoretical_loss": 3.6583331466424585, "tokens_seen": 1057685504 }, { "epoch": 0.32, "learning_rate": 0.0006863991975927784, "loss": 1.4941, "theoretical_loss": 3.6583119645403954, "tokens_seen": 1057751040 }, { "epoch": 0.32, "learning_rate": 0.0006863791374122366, "loss": 1.516, "theoretical_loss": 3.6582907841181354, "tokens_seen": 1057816576 }, { "epoch": 0.32, "learning_rate": 0.0006863590772316951, "loss": 1.4102, "theoretical_loss": 3.6582696053754407, "tokens_seen": 1057882112 }, { "epoch": 0.32, "learning_rate": 0.0006863390170511535, "loss": 1.4113, "theoretical_loss": 3.658248428312074, "tokens_seen": 1057947648 }, { "epoch": 0.32, "learning_rate": 0.0006863189568706118, "loss": 1.4742, "theoretical_loss": 3.658227252927799, "tokens_seen": 1058013184 }, { "epoch": 0.32, "learning_rate": 0.0006862988966900702, "loss": 1.3787, "theoretical_loss": 3.658206079222377, "tokens_seen": 1058078720 }, { "epoch": 0.32, "learning_rate": 0.0006862788365095287, "loss": 1.501, "theoretical_loss": 3.6581849071955723, "tokens_seen": 1058144256 }, { "epoch": 0.32, "learning_rate": 0.0006862587763289869, "loss": 1.4006, "theoretical_loss": 3.658163736847147, "tokens_seen": 1058209792 }, { "epoch": 0.32, "learning_rate": 0.0006862387161484454, "loss": 1.4734, "theoretical_loss": 3.6581425681768653, "tokens_seen": 1058275328 }, { "epoch": 0.32, "learning_rate": 0.0006862186559679036, "loss": 1.4434, "theoretical_loss": 3.6581214011844887, "tokens_seen": 1058340864 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.49355921149253845, "objective/train/docs_used": 388023, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3658466339111328, "objective/train/original_loss": 1.365846872329712, "objective/train/theoretical_loss": 3.6581002358697816, "objective/train/tokens_used": 1078866400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24390853941440582, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050595760345459, "objective/train/weighted_lm_loss": 1.4350497722625732, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6581002358697816, "tokens_seen": 1058406400 }, { "epoch": 0.32, "learning_rate": 0.0006861985957873621, "loss": 1.3981, "theoretical_loss": 3.6581002358697816, "tokens_seen": 1058406400 }, { "epoch": 0.32, "learning_rate": 0.0006861785356068206, "loss": 1.465, "theoretical_loss": 3.658079072232506, "tokens_seen": 1058471936 }, { "epoch": 0.32, "learning_rate": 0.0006861584754262788, "loss": 1.5676, "theoretical_loss": 3.6580579102724267, "tokens_seen": 1058537472 }, { "epoch": 0.32, "learning_rate": 0.0006861384152457373, "loss": 1.5118, "theoretical_loss": 3.6580367499893054, "tokens_seen": 1058603008 }, { "epoch": 0.32, "learning_rate": 0.0006861183550651956, "loss": 1.571, "theoretical_loss": 3.658015591382906, "tokens_seen": 1058668544 }, { "epoch": 0.32, "learning_rate": 0.000686098294884654, "loss": 1.4159, "theoretical_loss": 3.657994434452992, "tokens_seen": 1058734080 }, { "epoch": 0.32, "learning_rate": 0.0006860782347041124, "loss": 1.5059, "theoretical_loss": 3.657973279199327, "tokens_seen": 1058799616 }, { "epoch": 0.32, "learning_rate": 0.0006860581745235707, "loss": 1.491, "theoretical_loss": 3.657952125621674, "tokens_seen": 1058865152 }, { "epoch": 0.32, "learning_rate": 0.0006860381143430291, "loss": 1.4379, "theoretical_loss": 3.6579309737197963, "tokens_seen": 1058930688 }, { "epoch": 0.32, "learning_rate": 0.0006860180541624875, "loss": 1.5565, "theoretical_loss": 3.6579098234934575, "tokens_seen": 1058996224 }, { "epoch": 0.32, "learning_rate": 0.0006859979939819458, "loss": 1.5067, "theoretical_loss": 3.6578886749424226, "tokens_seen": 1059061760 }, { "epoch": 0.32, "learning_rate": 0.0006859779338014043, "loss": 1.6862, "theoretical_loss": 3.657867528066453, "tokens_seen": 1059127296 }, { "epoch": 0.32, "learning_rate": 0.0006859578736208626, "loss": 1.45, "theoretical_loss": 3.6578463828653143, "tokens_seen": 1059192832 }, { "epoch": 0.32, "learning_rate": 0.000685937813440321, "loss": 1.5609, "theoretical_loss": 3.657825239338769, "tokens_seen": 1059258368 }, { "epoch": 0.32, "learning_rate": 0.0006859177532597794, "loss": 1.5919, "theoretical_loss": 3.657804097486581, "tokens_seen": 1059323904 }, { "epoch": 0.32, "learning_rate": 0.0006858976930792378, "loss": 1.4925, "theoretical_loss": 3.657782957308515, "tokens_seen": 1059389440 }, { "epoch": 0.32, "learning_rate": 0.0006858776328986961, "loss": 1.4902, "theoretical_loss": 3.6577618188043344, "tokens_seen": 1059454976 }, { "epoch": 0.32, "learning_rate": 0.0006858575727181545, "loss": 1.4122, "theoretical_loss": 3.657740681973803, "tokens_seen": 1059520512 }, { "epoch": 0.32, "learning_rate": 0.0006858375125376128, "loss": 1.334, "theoretical_loss": 3.657719546816685, "tokens_seen": 1059586048 }, { "epoch": 0.32, "learning_rate": 0.0006858174523570713, "loss": 1.356, "theoretical_loss": 3.657698413332744, "tokens_seen": 1059651584 }, { "epoch": 0.32, "learning_rate": 0.0006857973921765296, "loss": 1.5293, "theoretical_loss": 3.657677281521744, "tokens_seen": 1059717120 }, { "epoch": 0.32, "learning_rate": 0.000685777331995988, "loss": 1.4387, "theoretical_loss": 3.6576561513834505, "tokens_seen": 1059782656 }, { "epoch": 0.32, "learning_rate": 0.0006857572718154463, "loss": 1.462, "theoretical_loss": 3.657635022917626, "tokens_seen": 1059848192 }, { "epoch": 0.32, "learning_rate": 0.0006857372116349048, "loss": 1.5532, "theoretical_loss": 3.6576138961240354, "tokens_seen": 1059913728 }, { "epoch": 0.32, "learning_rate": 0.0006857171514543631, "loss": 1.4648, "theoretical_loss": 3.657592771002443, "tokens_seen": 1059979264 }, { "epoch": 0.32, "learning_rate": 0.0006856970912738215, "loss": 1.3048, "theoretical_loss": 3.657571647552613, "tokens_seen": 1060044800 }, { "epoch": 0.32, "learning_rate": 0.0006856770310932798, "loss": 1.5058, "theoretical_loss": 3.65755052577431, "tokens_seen": 1060110336 }, { "epoch": 0.32, "learning_rate": 0.0006856569709127382, "loss": 1.4072, "theoretical_loss": 3.6575294056672973, "tokens_seen": 1060175872 }, { "epoch": 0.32, "learning_rate": 0.0006856369107321966, "loss": 1.4178, "theoretical_loss": 3.6575082872313414, "tokens_seen": 1060241408 }, { "epoch": 0.32, "learning_rate": 0.000685616850551655, "loss": 1.4991, "theoretical_loss": 3.6574871704662053, "tokens_seen": 1060306944 }, { "epoch": 0.32, "learning_rate": 0.0006855967903711133, "loss": 1.4622, "theoretical_loss": 3.657466055371654, "tokens_seen": 1060372480 }, { "epoch": 0.32, "learning_rate": 0.0006855767301905718, "loss": 1.5484, "theoretical_loss": 3.6574449419474515, "tokens_seen": 1060438016 }, { "epoch": 0.32, "learning_rate": 0.0006855566700100301, "loss": 1.4342, "theoretical_loss": 3.6574238301933635, "tokens_seen": 1060503552 }, { "epoch": 0.32, "learning_rate": 0.0006855366098294885, "loss": 1.5313, "theoretical_loss": 3.657402720109154, "tokens_seen": 1060569088 }, { "epoch": 0.32, "learning_rate": 0.0006855165496489469, "loss": 1.3867, "theoretical_loss": 3.657381611694588, "tokens_seen": 1060634624 }, { "epoch": 0.32, "learning_rate": 0.0006854964894684052, "loss": 1.4837, "theoretical_loss": 3.65736050494943, "tokens_seen": 1060700160 }, { "epoch": 0.32, "learning_rate": 0.0006854764292878636, "loss": 1.4516, "theoretical_loss": 3.6573393998734454, "tokens_seen": 1060765696 }, { "epoch": 0.32, "learning_rate": 0.000685456369107322, "loss": 1.5309, "theoretical_loss": 3.657318296466398, "tokens_seen": 1060831232 }, { "epoch": 0.32, "learning_rate": 0.0006854363089267803, "loss": 1.4986, "theoretical_loss": 3.6572971947280544, "tokens_seen": 1060896768 }, { "epoch": 0.32, "learning_rate": 0.0006854162487462388, "loss": 1.5457, "theoretical_loss": 3.6572760946581777, "tokens_seen": 1060962304 }, { "epoch": 0.32, "learning_rate": 0.000685396188565697, "loss": 1.6211, "theoretical_loss": 3.6572549962565346, "tokens_seen": 1061027840 }, { "epoch": 0.32, "learning_rate": 0.0006853761283851555, "loss": 1.4428, "theoretical_loss": 3.6572338995228892, "tokens_seen": 1061093376 }, { "epoch": 0.32, "learning_rate": 0.0006853560682046139, "loss": 1.6298, "theoretical_loss": 3.6572128044570067, "tokens_seen": 1061158912 }, { "epoch": 0.32, "learning_rate": 0.0006853360080240722, "loss": 1.545, "theoretical_loss": 3.6571917110586525, "tokens_seen": 1061224448 }, { "epoch": 0.32, "learning_rate": 0.0006853159478435306, "loss": 1.4266, "theoretical_loss": 3.6571706193275917, "tokens_seen": 1061289984 }, { "epoch": 0.32, "learning_rate": 0.0006852958876629891, "loss": 1.5886, "theoretical_loss": 3.65714952926359, "tokens_seen": 1061355520 }, { "epoch": 0.32, "learning_rate": 0.0006852758274824473, "loss": 1.3588, "theoretical_loss": 3.657128440866412, "tokens_seen": 1061421056 }, { "epoch": 0.32, "learning_rate": 0.0006852557673019058, "loss": 1.4657, "theoretical_loss": 3.6571073541358237, "tokens_seen": 1061486592 }, { "epoch": 0.32, "learning_rate": 0.000685235707121364, "loss": 1.5114, "theoretical_loss": 3.6570862690715895, "tokens_seen": 1061552128 }, { "epoch": 0.32, "learning_rate": 0.0006852156469408225, "loss": 1.4371, "theoretical_loss": 3.657065185673476, "tokens_seen": 1061617664 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.4925467371940613, "objective/train/docs_used": 389244, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.481990933418274, "objective/train/original_loss": 1.481990933418274, "objective/train/theoretical_loss": 3.6570441039412485, "objective/train/tokens_used": 1082143200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24319204688072205, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504910945892334, "objective/train/weighted_lm_loss": 1.5568042993545532, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6570441039412485, "tokens_seen": 1061683200 }, { "epoch": 0.32, "learning_rate": 0.0006851955867602809, "loss": 1.5446, "theoretical_loss": 3.6570441039412485, "tokens_seen": 1061683200 }, { "epoch": 0.32, "learning_rate": 0.0006851755265797392, "loss": 1.5326, "theoretical_loss": 3.6570230238746717, "tokens_seen": 1061748736 }, { "epoch": 0.32, "learning_rate": 0.0006851554663991976, "loss": 1.5159, "theoretical_loss": 3.657001945473512, "tokens_seen": 1061814272 }, { "epoch": 0.32, "learning_rate": 0.000685135406218656, "loss": 1.4583, "theoretical_loss": 3.656980868737535, "tokens_seen": 1061879808 }, { "epoch": 0.32, "learning_rate": 0.0006851153460381143, "loss": 1.4862, "theoretical_loss": 3.6569597936665064, "tokens_seen": 1061945344 }, { "epoch": 0.32, "learning_rate": 0.0006850952858575728, "loss": 1.5909, "theoretical_loss": 3.656938720260192, "tokens_seen": 1062010880 }, { "epoch": 0.32, "learning_rate": 0.000685075225677031, "loss": 1.5195, "theoretical_loss": 3.656917648518357, "tokens_seen": 1062076416 }, { "epoch": 0.32, "learning_rate": 0.0006850551654964895, "loss": 1.5754, "theoretical_loss": 3.656896578440768, "tokens_seen": 1062141952 }, { "epoch": 0.32, "learning_rate": 0.0006850351053159478, "loss": 1.4672, "theoretical_loss": 3.6568755100271897, "tokens_seen": 1062207488 }, { "epoch": 0.32, "learning_rate": 0.0006850150451354062, "loss": 1.4793, "theoretical_loss": 3.656854443277389, "tokens_seen": 1062273024 }, { "epoch": 0.32, "learning_rate": 0.0006849949849548646, "loss": 1.4074, "theoretical_loss": 3.6568333781911324, "tokens_seen": 1062338560 }, { "epoch": 0.32, "learning_rate": 0.000684974924774323, "loss": 1.5361, "theoretical_loss": 3.656812314768185, "tokens_seen": 1062404096 }, { "epoch": 0.32, "learning_rate": 0.0006849548645937813, "loss": 1.5185, "theoretical_loss": 3.656791253008313, "tokens_seen": 1062469632 }, { "epoch": 0.32, "learning_rate": 0.0006849348044132398, "loss": 1.4431, "theoretical_loss": 3.6567701929112824, "tokens_seen": 1062535168 }, { "epoch": 0.32, "learning_rate": 0.000684914744232698, "loss": 1.4135, "theoretical_loss": 3.6567491344768595, "tokens_seen": 1062600704 }, { "epoch": 0.32, "learning_rate": 0.0006848946840521565, "loss": 1.5701, "theoretical_loss": 3.656728077704811, "tokens_seen": 1062666240 }, { "epoch": 0.32, "learning_rate": 0.0006848746238716148, "loss": 1.5982, "theoretical_loss": 3.6567070225949028, "tokens_seen": 1062731776 }, { "epoch": 0.32, "learning_rate": 0.0006848545636910732, "loss": 1.4142, "theoretical_loss": 3.656685969146901, "tokens_seen": 1062797312 }, { "epoch": 0.32, "learning_rate": 0.0006848345035105316, "loss": 1.4323, "theoretical_loss": 3.656664917360572, "tokens_seen": 1062862848 }, { "epoch": 0.32, "learning_rate": 0.00068481444332999, "loss": 1.6165, "theoretical_loss": 3.6566438672356827, "tokens_seen": 1062928384 }, { "epoch": 0.32, "learning_rate": 0.0006847943831494483, "loss": 1.4872, "theoretical_loss": 3.656622818771999, "tokens_seen": 1062993920 }, { "epoch": 0.32, "learning_rate": 0.0006847743229689067, "loss": 1.4309, "theoretical_loss": 3.6566017719692874, "tokens_seen": 1063059456 }, { "epoch": 0.32, "learning_rate": 0.000684754262788365, "loss": 1.4851, "theoretical_loss": 3.6565807268273147, "tokens_seen": 1063124992 }, { "epoch": 0.32, "learning_rate": 0.0006847342026078235, "loss": 1.5061, "theoretical_loss": 3.656559683345848, "tokens_seen": 1063190528 }, { "epoch": 0.32, "learning_rate": 0.0006847141424272818, "loss": 1.3672, "theoretical_loss": 3.6565386415246524, "tokens_seen": 1063256064 }, { "epoch": 0.32, "learning_rate": 0.0006846940822467402, "loss": 1.4877, "theoretical_loss": 3.656517601363496, "tokens_seen": 1063321600 }, { "epoch": 0.32, "learning_rate": 0.0006846740220661986, "loss": 1.3376, "theoretical_loss": 3.656496562862145, "tokens_seen": 1063387136 }, { "epoch": 0.32, "learning_rate": 0.000684653961885657, "loss": 1.5182, "theoretical_loss": 3.6564755260203667, "tokens_seen": 1063452672 }, { "epoch": 0.32, "learning_rate": 0.0006846339017051154, "loss": 1.5358, "theoretical_loss": 3.6564544908379273, "tokens_seen": 1063518208 }, { "epoch": 0.32, "learning_rate": 0.0006846138415245737, "loss": 1.5375, "theoretical_loss": 3.6564334573145936, "tokens_seen": 1063583744 }, { "epoch": 0.32, "learning_rate": 0.0006845937813440322, "loss": 1.538, "theoretical_loss": 3.656412425450133, "tokens_seen": 1063649280 }, { "epoch": 0.32, "learning_rate": 0.0006845737211634905, "loss": 1.3224, "theoretical_loss": 3.656391395244312, "tokens_seen": 1063714816 }, { "epoch": 0.32, "learning_rate": 0.0006845536609829489, "loss": 1.5038, "theoretical_loss": 3.6563703666968985, "tokens_seen": 1063780352 }, { "epoch": 0.32, "learning_rate": 0.0006845336008024073, "loss": 1.472, "theoretical_loss": 3.656349339807658, "tokens_seen": 1063845888 }, { "epoch": 0.32, "learning_rate": 0.0006845135406218656, "loss": 1.3465, "theoretical_loss": 3.6563283145763594, "tokens_seen": 1063911424 }, { "epoch": 0.32, "learning_rate": 0.000684493480441324, "loss": 1.4208, "theoretical_loss": 3.6563072910027685, "tokens_seen": 1063976960 }, { "epoch": 0.32, "learning_rate": 0.0006844734202607825, "loss": 1.5458, "theoretical_loss": 3.656286269086653, "tokens_seen": 1064042496 }, { "epoch": 0.32, "learning_rate": 0.0006844533600802407, "loss": 1.6352, "theoretical_loss": 3.656265248827781, "tokens_seen": 1064108032 }, { "epoch": 0.32, "learning_rate": 0.0006844332998996992, "loss": 1.3112, "theoretical_loss": 3.6562442302259184, "tokens_seen": 1064173568 }, { "epoch": 0.32, "learning_rate": 0.0006844132397191574, "loss": 1.6017, "theoretical_loss": 3.6562232132808328, "tokens_seen": 1064239104 }, { "epoch": 0.32, "learning_rate": 0.0006843931795386159, "loss": 1.4475, "theoretical_loss": 3.6562021979922923, "tokens_seen": 1064304640 }, { "epoch": 0.32, "learning_rate": 0.0006843731193580743, "loss": 1.5451, "theoretical_loss": 3.6561811843600642, "tokens_seen": 1064370176 }, { "epoch": 0.32, "learning_rate": 0.0006843530591775326, "loss": 1.6365, "theoretical_loss": 3.656160172383915, "tokens_seen": 1064435712 }, { "epoch": 0.32, "learning_rate": 0.000684332998996991, "loss": 1.5228, "theoretical_loss": 3.6561391620636137, "tokens_seen": 1064501248 }, { "epoch": 0.32, "learning_rate": 0.0006843129388164495, "loss": 1.464, "theoretical_loss": 3.6561181533989267, "tokens_seen": 1064566784 }, { "epoch": 0.32, "learning_rate": 0.0006842928786359077, "loss": 1.4358, "theoretical_loss": 3.656097146389622, "tokens_seen": 1064632320 }, { "epoch": 0.32, "learning_rate": 0.0006842728184553662, "loss": 1.4443, "theoretical_loss": 3.6560761410354674, "tokens_seen": 1064697856 }, { "epoch": 0.32, "learning_rate": 0.0006842527582748244, "loss": 1.5943, "theoretical_loss": 3.6560551373362307, "tokens_seen": 1064763392 }, { "epoch": 0.32, "learning_rate": 0.0006842326980942829, "loss": 1.4913, "theoretical_loss": 3.6560341352916796, "tokens_seen": 1064828928 }, { "epoch": 0.32, "learning_rate": 0.0006842126379137413, "loss": 1.499, "theoretical_loss": 3.656013134901582, "tokens_seen": 1064894464 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.4909442365169525, "objective/train/docs_used": 390462, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.342321753501892, "objective/train/original_loss": 1.342321515083313, "objective/train/theoretical_loss": 3.6559921361657057, "objective/train/tokens_used": 1085420000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24155539274215698, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503222942352295, "objective/train/weighted_lm_loss": 1.4100650548934937, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6559921361657057, "tokens_seen": 1064960000 }, { "epoch": 0.32, "learning_rate": 0.0006841925777331996, "loss": 1.4922, "theoretical_loss": 3.6559921361657057, "tokens_seen": 1064960000 }, { "epoch": 0.32, "learning_rate": 0.000684172517552658, "loss": 1.4999, "theoretical_loss": 3.655971139083818, "tokens_seen": 1065025536 }, { "epoch": 0.32, "learning_rate": 0.0006841524573721164, "loss": 1.4754, "theoretical_loss": 3.655950143655688, "tokens_seen": 1065091072 }, { "epoch": 0.32, "learning_rate": 0.0006841323971915747, "loss": 1.559, "theoretical_loss": 3.655929149881082, "tokens_seen": 1065156608 }, { "epoch": 0.32, "learning_rate": 0.0006841123370110332, "loss": 1.5765, "theoretical_loss": 3.6559081577597703, "tokens_seen": 1065222144 }, { "epoch": 0.32, "learning_rate": 0.0006840922768304914, "loss": 1.4436, "theoretical_loss": 3.655887167291519, "tokens_seen": 1065287680 }, { "epoch": 0.32, "learning_rate": 0.0006840722166499499, "loss": 1.4426, "theoretical_loss": 3.655866178476098, "tokens_seen": 1065353216 }, { "epoch": 0.32, "learning_rate": 0.0006840521564694082, "loss": 1.5514, "theoretical_loss": 3.655845191313274, "tokens_seen": 1065418752 }, { "epoch": 0.32, "learning_rate": 0.0006840320962888666, "loss": 1.4629, "theoretical_loss": 3.6558242058028156, "tokens_seen": 1065484288 }, { "epoch": 0.32, "learning_rate": 0.000684012036108325, "loss": 1.4648, "theoretical_loss": 3.655803221944492, "tokens_seen": 1065549824 }, { "epoch": 0.32, "learning_rate": 0.0006839919759277834, "loss": 1.4795, "theoretical_loss": 3.65578223973807, "tokens_seen": 1065615360 }, { "epoch": 0.32, "learning_rate": 0.0006839719157472417, "loss": 1.5421, "theoretical_loss": 3.6557612591833193, "tokens_seen": 1065680896 }, { "epoch": 0.32, "learning_rate": 0.0006839518555667002, "loss": 1.6601, "theoretical_loss": 3.655740280280008, "tokens_seen": 1065746432 }, { "epoch": 0.32, "learning_rate": 0.0006839317953861584, "loss": 1.5497, "theoretical_loss": 3.655719303027904, "tokens_seen": 1065811968 }, { "epoch": 0.32, "learning_rate": 0.0006839117352056169, "loss": 1.5435, "theoretical_loss": 3.6556983274267765, "tokens_seen": 1065877504 }, { "epoch": 0.32, "learning_rate": 0.0006838916750250752, "loss": 1.4548, "theoretical_loss": 3.6556773534763933, "tokens_seen": 1065943040 }, { "epoch": 0.32, "learning_rate": 0.0006838716148445336, "loss": 1.5531, "theoretical_loss": 3.6556563811765237, "tokens_seen": 1066008576 }, { "epoch": 0.32, "learning_rate": 0.000683851554663992, "loss": 1.4558, "theoretical_loss": 3.655635410526936, "tokens_seen": 1066074112 }, { "epoch": 0.32, "learning_rate": 0.0006838314944834504, "loss": 1.5034, "theoretical_loss": 3.6556144415273994, "tokens_seen": 1066139648 }, { "epoch": 0.32, "learning_rate": 0.0006838114343029087, "loss": 1.5214, "theoretical_loss": 3.6555934741776825, "tokens_seen": 1066205184 }, { "epoch": 0.32, "learning_rate": 0.0006837913741223671, "loss": 1.3325, "theoretical_loss": 3.6555725084775537, "tokens_seen": 1066270720 }, { "epoch": 0.32, "learning_rate": 0.0006837713139418255, "loss": 1.5426, "theoretical_loss": 3.6555515444267814, "tokens_seen": 1066336256 }, { "epoch": 0.32, "learning_rate": 0.0006837512537612839, "loss": 1.6108, "theoretical_loss": 3.655530582025136, "tokens_seen": 1066401792 }, { "epoch": 0.32, "learning_rate": 0.0006837311935807422, "loss": 1.3991, "theoretical_loss": 3.655509621272385, "tokens_seen": 1066467328 }, { "epoch": 0.32, "learning_rate": 0.0006837111334002006, "loss": 1.4697, "theoretical_loss": 3.655488662168298, "tokens_seen": 1066532864 }, { "epoch": 0.32, "learning_rate": 0.0006836910732196589, "loss": 1.538, "theoretical_loss": 3.655467704712644, "tokens_seen": 1066598400 }, { "epoch": 0.32, "learning_rate": 0.0006836710130391174, "loss": 1.455, "theoretical_loss": 3.6554467489051925, "tokens_seen": 1066663936 }, { "epoch": 0.32, "learning_rate": 0.0006836509528585757, "loss": 1.5363, "theoretical_loss": 3.655425794745711, "tokens_seen": 1066729472 }, { "epoch": 0.32, "learning_rate": 0.0006836308926780341, "loss": 1.4789, "theoretical_loss": 3.6554048422339713, "tokens_seen": 1066795008 }, { "epoch": 0.32, "learning_rate": 0.0006836108324974925, "loss": 1.52, "theoretical_loss": 3.6553838913697403, "tokens_seen": 1066860544 }, { "epoch": 0.32, "learning_rate": 0.0006835907723169509, "loss": 1.5588, "theoretical_loss": 3.6553629421527885, "tokens_seen": 1066926080 }, { "epoch": 0.32, "learning_rate": 0.0006835707121364092, "loss": 1.5103, "theoretical_loss": 3.6553419945828844, "tokens_seen": 1066991616 }, { "epoch": 0.32, "learning_rate": 0.0006835506519558677, "loss": 1.4987, "theoretical_loss": 3.6553210486597982, "tokens_seen": 1067057152 }, { "epoch": 0.32, "learning_rate": 0.0006835305917753259, "loss": 1.5336, "theoretical_loss": 3.655300104383299, "tokens_seen": 1067122688 }, { "epoch": 0.32, "learning_rate": 0.0006835105315947844, "loss": 1.5246, "theoretical_loss": 3.655279161753156, "tokens_seen": 1067188224 }, { "epoch": 0.32, "learning_rate": 0.0006834904714142427, "loss": 1.4199, "theoretical_loss": 3.6552582207691384, "tokens_seen": 1067253760 }, { "epoch": 0.32, "learning_rate": 0.0006834704112337011, "loss": 1.471, "theoretical_loss": 3.655237281431017, "tokens_seen": 1067319296 }, { "epoch": 0.32, "learning_rate": 0.0006834503510531595, "loss": 1.3372, "theoretical_loss": 3.6552163437385596, "tokens_seen": 1067384832 }, { "epoch": 0.32, "learning_rate": 0.0006834302908726178, "loss": 1.5869, "theoretical_loss": 3.6551954076915374, "tokens_seen": 1067450368 }, { "epoch": 0.32, "learning_rate": 0.0006834102306920762, "loss": 1.4602, "theoretical_loss": 3.655174473289719, "tokens_seen": 1067515904 }, { "epoch": 0.32, "learning_rate": 0.0006833901705115347, "loss": 1.4399, "theoretical_loss": 3.6551535405328752, "tokens_seen": 1067581440 }, { "epoch": 0.32, "learning_rate": 0.0006833701103309929, "loss": 1.5269, "theoretical_loss": 3.6551326094207752, "tokens_seen": 1067646976 }, { "epoch": 0.32, "learning_rate": 0.0006833500501504514, "loss": 1.5075, "theoretical_loss": 3.655111679953188, "tokens_seen": 1067712512 }, { "epoch": 0.32, "learning_rate": 0.0006833299899699096, "loss": 1.4549, "theoretical_loss": 3.655090752129885, "tokens_seen": 1067778048 }, { "epoch": 0.32, "learning_rate": 0.0006833099297893681, "loss": 1.555, "theoretical_loss": 3.655069825950635, "tokens_seen": 1067843584 }, { "epoch": 0.32, "learning_rate": 0.0006832898696088265, "loss": 1.502, "theoretical_loss": 3.655048901415209, "tokens_seen": 1067909120 }, { "epoch": 0.32, "learning_rate": 0.0006832698094282848, "loss": 1.5229, "theoretical_loss": 3.6550279785233757, "tokens_seen": 1067974656 }, { "epoch": 0.32, "learning_rate": 0.0006832497492477432, "loss": 1.4417, "theoretical_loss": 3.655007057274906, "tokens_seen": 1068040192 }, { "epoch": 0.32, "learning_rate": 0.0006832296890672017, "loss": 1.5655, "theoretical_loss": 3.654986137669569, "tokens_seen": 1068105728 }, { "epoch": 0.32, "learning_rate": 0.0006832096288866599, "loss": 1.5192, "theoretical_loss": 3.6549652197071367, "tokens_seen": 1068171264 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.4904010593891144, "objective/train/docs_used": 391774, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5029762983322144, "objective/train/original_loss": 1.502976417541504, "objective/train/theoretical_loss": 3.654944303387378, "objective/train/tokens_used": 1088696800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24100598692893982, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502653121948242, "objective/train/weighted_lm_loss": 1.5786162614822388, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.654944303387378, "tokens_seen": 1068236800 }, { "epoch": 0.32, "learning_rate": 0.0006831895687061184, "loss": 1.4934, "theoretical_loss": 3.654944303387378, "tokens_seen": 1068236800 }, { "epoch": 0.32, "learning_rate": 0.0006831695085255768, "loss": 1.5042, "theoretical_loss": 3.6549233887100634, "tokens_seen": 1068302336 }, { "epoch": 0.32, "learning_rate": 0.0006831494483450351, "loss": 1.4076, "theoretical_loss": 3.6549024756749624, "tokens_seen": 1068367872 }, { "epoch": 0.32, "learning_rate": 0.0006831293881644936, "loss": 1.5504, "theoretical_loss": 3.6548815642818466, "tokens_seen": 1068433408 }, { "epoch": 0.32, "learning_rate": 0.0006831093279839518, "loss": 1.5171, "theoretical_loss": 3.654860654530486, "tokens_seen": 1068498944 }, { "epoch": 0.32, "learning_rate": 0.0006830892678034103, "loss": 1.4856, "theoretical_loss": 3.654839746420651, "tokens_seen": 1068564480 }, { "epoch": 0.32, "learning_rate": 0.0006830692076228686, "loss": 1.4848, "theoretical_loss": 3.6548188399521115, "tokens_seen": 1068630016 }, { "epoch": 0.32, "learning_rate": 0.000683049147442327, "loss": 1.5672, "theoretical_loss": 3.6547979351246385, "tokens_seen": 1068695552 }, { "epoch": 0.32, "learning_rate": 0.0006830290872617854, "loss": 1.528, "theoretical_loss": 3.6547770319380026, "tokens_seen": 1068761088 }, { "epoch": 0.32, "learning_rate": 0.0006830090270812438, "loss": 1.3953, "theoretical_loss": 3.6547561303919744, "tokens_seen": 1068826624 }, { "epoch": 0.32, "learning_rate": 0.0006829889669007021, "loss": 1.3906, "theoretical_loss": 3.6547352304863248, "tokens_seen": 1068892160 }, { "epoch": 0.32, "learning_rate": 0.0006829689067201606, "loss": 1.5352, "theoretical_loss": 3.6547143322208235, "tokens_seen": 1068957696 }, { "epoch": 0.32, "learning_rate": 0.0006829488465396188, "loss": 1.5157, "theoretical_loss": 3.6546934355952425, "tokens_seen": 1069023232 }, { "epoch": 0.32, "learning_rate": 0.0006829287863590773, "loss": 1.5573, "theoretical_loss": 3.6546725406093516, "tokens_seen": 1069088768 }, { "epoch": 0.32, "learning_rate": 0.0006829087261785356, "loss": 1.5419, "theoretical_loss": 3.654651647262922, "tokens_seen": 1069154304 }, { "epoch": 0.32, "learning_rate": 0.000682888665997994, "loss": 1.4173, "theoretical_loss": 3.6546307555557247, "tokens_seen": 1069219840 }, { "epoch": 0.32, "learning_rate": 0.0006828686058174524, "loss": 1.5487, "theoretical_loss": 3.6546098654875303, "tokens_seen": 1069285376 }, { "epoch": 0.32, "learning_rate": 0.0006828485456369108, "loss": 1.6328, "theoretical_loss": 3.6545889770581104, "tokens_seen": 1069350912 }, { "epoch": 0.32, "learning_rate": 0.0006828284854563691, "loss": 1.4297, "theoretical_loss": 3.6545680902672353, "tokens_seen": 1069416448 }, { "epoch": 0.32, "learning_rate": 0.0006828084252758275, "loss": 1.5311, "theoretical_loss": 3.6545472051146763, "tokens_seen": 1069481984 }, { "epoch": 0.32, "learning_rate": 0.0006827883650952859, "loss": 1.474, "theoretical_loss": 3.654526321600205, "tokens_seen": 1069547520 }, { "epoch": 0.32, "learning_rate": 0.0006827683049147443, "loss": 1.4706, "theoretical_loss": 3.654505439723592, "tokens_seen": 1069613056 }, { "epoch": 0.32, "learning_rate": 0.0006827482447342026, "loss": 1.5452, "theoretical_loss": 3.654484559484609, "tokens_seen": 1069678592 }, { "epoch": 0.32, "learning_rate": 0.000682728184553661, "loss": 1.557, "theoretical_loss": 3.6544636808830266, "tokens_seen": 1069744128 }, { "epoch": 0.32, "learning_rate": 0.0006827081243731193, "loss": 1.3685, "theoretical_loss": 3.6544428039186165, "tokens_seen": 1069809664 }, { "epoch": 0.32, "learning_rate": 0.0006826880641925778, "loss": 1.4334, "theoretical_loss": 3.65442192859115, "tokens_seen": 1069875200 }, { "epoch": 0.32, "learning_rate": 0.0006826680040120361, "loss": 1.456, "theoretical_loss": 3.654401054900399, "tokens_seen": 1069940736 }, { "epoch": 0.32, "learning_rate": 0.0006826479438314945, "loss": 1.4927, "theoretical_loss": 3.6543801828461335, "tokens_seen": 1070006272 }, { "epoch": 0.32, "learning_rate": 0.0006826278836509529, "loss": 1.4641, "theoretical_loss": 3.6543593124281264, "tokens_seen": 1070071808 }, { "epoch": 0.32, "learning_rate": 0.0006826078234704113, "loss": 1.5, "theoretical_loss": 3.6543384436461483, "tokens_seen": 1070137344 }, { "epoch": 0.32, "learning_rate": 0.0006825877632898696, "loss": 1.5629, "theoretical_loss": 3.6543175764999716, "tokens_seen": 1070202880 }, { "epoch": 0.32, "learning_rate": 0.0006825677031093281, "loss": 1.5135, "theoretical_loss": 3.6542967109893674, "tokens_seen": 1070268416 }, { "epoch": 0.32, "learning_rate": 0.0006825476429287863, "loss": 1.4799, "theoretical_loss": 3.654275847114107, "tokens_seen": 1070333952 }, { "epoch": 0.32, "learning_rate": 0.0006825275827482448, "loss": 1.5589, "theoretical_loss": 3.6542549848739627, "tokens_seen": 1070399488 }, { "epoch": 0.32, "learning_rate": 0.0006825075225677031, "loss": 1.4951, "theoretical_loss": 3.654234124268706, "tokens_seen": 1070465024 }, { "epoch": 0.32, "learning_rate": 0.0006824874623871615, "loss": 1.6036, "theoretical_loss": 3.6542132652981096, "tokens_seen": 1070530560 }, { "epoch": 0.32, "learning_rate": 0.0006824674022066199, "loss": 1.5822, "theoretical_loss": 3.6541924079619443, "tokens_seen": 1070596096 }, { "epoch": 0.32, "learning_rate": 0.0006824473420260782, "loss": 1.5937, "theoretical_loss": 3.6541715522599816, "tokens_seen": 1070661632 }, { "epoch": 0.32, "learning_rate": 0.0006824272818455366, "loss": 1.5688, "theoretical_loss": 3.654150698191995, "tokens_seen": 1070727168 }, { "epoch": 0.32, "learning_rate": 0.0006824072216649951, "loss": 1.3952, "theoretical_loss": 3.6541298457577547, "tokens_seen": 1070792704 }, { "epoch": 0.32, "learning_rate": 0.0006823871614844533, "loss": 1.4878, "theoretical_loss": 3.654108994957034, "tokens_seen": 1070858240 }, { "epoch": 0.32, "learning_rate": 0.0006823671013039118, "loss": 1.5724, "theoretical_loss": 3.6540881457896046, "tokens_seen": 1070923776 }, { "epoch": 0.32, "learning_rate": 0.00068234704112337, "loss": 1.513, "theoretical_loss": 3.6540672982552387, "tokens_seen": 1070989312 }, { "epoch": 0.32, "learning_rate": 0.0006823269809428285, "loss": 1.558, "theoretical_loss": 3.6540464523537084, "tokens_seen": 1071054848 }, { "epoch": 0.32, "learning_rate": 0.0006823069207622869, "loss": 1.4895, "theoretical_loss": 3.654025608084786, "tokens_seen": 1071120384 }, { "epoch": 0.32, "learning_rate": 0.0006822868605817452, "loss": 1.4827, "theoretical_loss": 3.654004765448243, "tokens_seen": 1071185920 }, { "epoch": 0.32, "learning_rate": 0.0006822668004012036, "loss": 1.6307, "theoretical_loss": 3.6539839244438532, "tokens_seen": 1071251456 }, { "epoch": 0.32, "learning_rate": 0.0006822467402206621, "loss": 1.4363, "theoretical_loss": 3.6539630850713873, "tokens_seen": 1071316992 }, { "epoch": 0.32, "learning_rate": 0.0006822266800401203, "loss": 1.5144, "theoretical_loss": 3.653942247330619, "tokens_seen": 1071382528 }, { "epoch": 0.32, "learning_rate": 0.0006822066198595788, "loss": 1.4328, "theoretical_loss": 3.65392141122132, "tokens_seen": 1071448064 }, { "epoch": 0.32, "objective/train/advantage_avg": 0.49290400743484497, "objective/train/docs_used": 393037, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4883989095687866, "objective/train/original_loss": 1.488398790359497, "objective/train/theoretical_loss": 3.6539005767432635, "objective/train/tokens_used": 1091973600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24328944087028503, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505272150039673, "objective/train/weighted_lm_loss": 1.5635225772857666, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6539005767432635, "tokens_seen": 1071513600 }, { "epoch": 0.32, "learning_rate": 0.000682186559679037, "loss": 1.5063, "theoretical_loss": 3.6539005767432635, "tokens_seen": 1071513600 }, { "epoch": 0.32, "learning_rate": 0.0006821664994984955, "loss": 1.507, "theoretical_loss": 3.653879743896221, "tokens_seen": 1071579136 }, { "epoch": 0.32, "learning_rate": 0.0006821464393179539, "loss": 1.4985, "theoretical_loss": 3.653858912679966, "tokens_seen": 1071644672 }, { "epoch": 0.32, "learning_rate": 0.0006821263791374122, "loss": 1.5599, "theoretical_loss": 3.6538380830942705, "tokens_seen": 1071710208 }, { "epoch": 0.32, "learning_rate": 0.0006821063189568706, "loss": 1.5926, "theoretical_loss": 3.6538172551389074, "tokens_seen": 1071775744 }, { "epoch": 0.32, "learning_rate": 0.000682086258776329, "loss": 1.4324, "theoretical_loss": 3.65379642881365, "tokens_seen": 1071841280 }, { "epoch": 0.32, "learning_rate": 0.0006820661985957873, "loss": 1.4374, "theoretical_loss": 3.6537756041182696, "tokens_seen": 1071906816 }, { "epoch": 0.32, "learning_rate": 0.0006820461384152458, "loss": 1.5659, "theoretical_loss": 3.653754781052541, "tokens_seen": 1071972352 }, { "epoch": 0.32, "learning_rate": 0.000682026078234704, "loss": 1.4138, "theoretical_loss": 3.6537339596162353, "tokens_seen": 1072037888 }, { "epoch": 0.32, "learning_rate": 0.0006820060180541625, "loss": 1.554, "theoretical_loss": 3.653713139809126, "tokens_seen": 1072103424 }, { "epoch": 0.32, "learning_rate": 0.0006819859578736209, "loss": 1.4955, "theoretical_loss": 3.6536923216309862, "tokens_seen": 1072168960 }, { "epoch": 0.32, "learning_rate": 0.0006819658976930792, "loss": 1.5443, "theoretical_loss": 3.653671505081589, "tokens_seen": 1072234496 }, { "epoch": 0.32, "learning_rate": 0.0006819458375125376, "loss": 1.5494, "theoretical_loss": 3.653650690160707, "tokens_seen": 1072300032 }, { "epoch": 0.32, "learning_rate": 0.000681925777331996, "loss": 1.5002, "theoretical_loss": 3.6536298768681137, "tokens_seen": 1072365568 }, { "epoch": 0.32, "learning_rate": 0.0006819057171514543, "loss": 1.4877, "theoretical_loss": 3.653609065203582, "tokens_seen": 1072431104 }, { "epoch": 0.32, "learning_rate": 0.0006818856569709128, "loss": 1.4757, "theoretical_loss": 3.653588255166885, "tokens_seen": 1072496640 }, { "epoch": 0.33, "learning_rate": 0.0006818655967903711, "loss": 1.5318, "theoretical_loss": 3.653567446757796, "tokens_seen": 1072562176 }, { "epoch": 0.33, "learning_rate": 0.0006818455366098295, "loss": 1.4693, "theoretical_loss": 3.6535466399760885, "tokens_seen": 1072627712 }, { "epoch": 0.33, "learning_rate": 0.0006818254764292878, "loss": 1.4397, "theoretical_loss": 3.6535258348215356, "tokens_seen": 1072693248 }, { "epoch": 0.33, "learning_rate": 0.0006818054162487463, "loss": 1.5623, "theoretical_loss": 3.6535050312939106, "tokens_seen": 1072758784 }, { "epoch": 0.33, "learning_rate": 0.0006817853560682046, "loss": 1.4721, "theoretical_loss": 3.6534842293929866, "tokens_seen": 1072824320 }, { "epoch": 0.33, "learning_rate": 0.000681765295887663, "loss": 1.5773, "theoretical_loss": 3.6534634291185375, "tokens_seen": 1072889856 }, { "epoch": 0.33, "learning_rate": 0.0006817452357071213, "loss": 1.5121, "theoretical_loss": 3.653442630470337, "tokens_seen": 1072955392 }, { "epoch": 0.33, "learning_rate": 0.0006817251755265797, "loss": 1.5606, "theoretical_loss": 3.6534218334481583, "tokens_seen": 1073020928 }, { "epoch": 0.33, "learning_rate": 0.0006817051153460381, "loss": 1.5193, "theoretical_loss": 3.6534010380517747, "tokens_seen": 1073086464 }, { "epoch": 0.33, "learning_rate": 0.0006816850551654965, "loss": 1.5515, "theoretical_loss": 3.65338024428096, "tokens_seen": 1073152000 }, { "epoch": 0.33, "learning_rate": 0.0006816649949849549, "loss": 1.4304, "theoretical_loss": 3.653359452135488, "tokens_seen": 1073217536 }, { "epoch": 0.33, "learning_rate": 0.0006816449348044133, "loss": 1.4724, "theoretical_loss": 3.653338661615133, "tokens_seen": 1073283072 }, { "epoch": 0.33, "learning_rate": 0.0006816248746238717, "loss": 1.4958, "theoretical_loss": 3.6533178727196676, "tokens_seen": 1073348608 }, { "epoch": 0.33, "learning_rate": 0.00068160481444333, "loss": 1.5684, "theoretical_loss": 3.6532970854488664, "tokens_seen": 1073414144 }, { "epoch": 0.33, "learning_rate": 0.0006815847542627885, "loss": 1.4687, "theoretical_loss": 3.653276299802503, "tokens_seen": 1073479680 }, { "epoch": 0.33, "learning_rate": 0.0006815646940822467, "loss": 1.502, "theoretical_loss": 3.6532555157803515, "tokens_seen": 1073545216 }, { "epoch": 0.33, "learning_rate": 0.0006815446339017052, "loss": 1.4845, "theoretical_loss": 3.6532347333821855, "tokens_seen": 1073610752 }, { "epoch": 0.33, "learning_rate": 0.0006815245737211635, "loss": 1.5676, "theoretical_loss": 3.6532139526077785, "tokens_seen": 1073676288 }, { "epoch": 0.33, "learning_rate": 0.0006815045135406219, "loss": 1.4557, "theoretical_loss": 3.6531931734569056, "tokens_seen": 1073741824 }, { "epoch": 0.33, "learning_rate": 0.0006814844533600803, "loss": 1.4194, "theoretical_loss": 3.6531723959293414, "tokens_seen": 1073807360 }, { "epoch": 0.33, "learning_rate": 0.0006814643931795386, "loss": 1.4528, "theoretical_loss": 3.653151620024858, "tokens_seen": 1073872896 }, { "epoch": 0.33, "learning_rate": 0.000681444332998997, "loss": 1.531, "theoretical_loss": 3.653130845743231, "tokens_seen": 1073938432 }, { "epoch": 0.33, "learning_rate": 0.0006814242728184555, "loss": 1.5334, "theoretical_loss": 3.6531100730842336, "tokens_seen": 1074003968 }, { "epoch": 0.33, "learning_rate": 0.0006814042126379137, "loss": 1.5127, "theoretical_loss": 3.6530893020476416, "tokens_seen": 1074069504 }, { "epoch": 0.33, "learning_rate": 0.0006813841524573722, "loss": 1.5554, "theoretical_loss": 3.6530685326332284, "tokens_seen": 1074135040 }, { "epoch": 0.33, "learning_rate": 0.0006813640922768304, "loss": 1.452, "theoretical_loss": 3.6530477648407675, "tokens_seen": 1074200576 }, { "epoch": 0.33, "learning_rate": 0.0006813440320962889, "loss": 1.5941, "theoretical_loss": 3.653026998670035, "tokens_seen": 1074266112 }, { "epoch": 0.33, "learning_rate": 0.0006813239719157473, "loss": 1.6511, "theoretical_loss": 3.653006234120804, "tokens_seen": 1074331648 }, { "epoch": 0.33, "learning_rate": 0.0006813039117352056, "loss": 1.3835, "theoretical_loss": 3.65298547119285, "tokens_seen": 1074397184 }, { "epoch": 0.33, "learning_rate": 0.000681283851554664, "loss": 1.4958, "theoretical_loss": 3.6529647098859463, "tokens_seen": 1074462720 }, { "epoch": 0.33, "learning_rate": 0.0006812637913741225, "loss": 1.4571, "theoretical_loss": 3.652943950199869, "tokens_seen": 1074528256 }, { "epoch": 0.33, "learning_rate": 0.0006812437311935807, "loss": 1.481, "theoretical_loss": 3.6529231921343914, "tokens_seen": 1074593792 }, { "epoch": 0.33, "learning_rate": 0.0006812236710130392, "loss": 1.4999, "theoretical_loss": 3.652902435689289, "tokens_seen": 1074659328 }, { "epoch": 0.33, "learning_rate": 0.0006812036108324974, "loss": 1.5304, "theoretical_loss": 3.652881680864336, "tokens_seen": 1074724864 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.49231386184692383, "objective/train/docs_used": 394219, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3476676940917969, "objective/train/original_loss": 1.3476675748825073, "objective/train/theoretical_loss": 3.652860927659307, "objective/train/tokens_used": 1095250400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24280966818332672, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050465703010559, "objective/train/weighted_lm_loss": 1.4155232906341553, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.652860927659307, "tokens_seen": 1074790400 }, { "epoch": 0.33, "learning_rate": 0.0006811835506519559, "loss": 1.4813, "theoretical_loss": 3.652860927659307, "tokens_seen": 1074790400 }, { "epoch": 0.33, "learning_rate": 0.0006811634904714143, "loss": 1.4962, "theoretical_loss": 3.652840176073978, "tokens_seen": 1074855936 }, { "epoch": 0.33, "learning_rate": 0.0006811434302908726, "loss": 1.5081, "theoretical_loss": 3.652819426108122, "tokens_seen": 1074921472 }, { "epoch": 0.33, "learning_rate": 0.000681123370110331, "loss": 1.4619, "theoretical_loss": 3.652798677761515, "tokens_seen": 1074987008 }, { "epoch": 0.33, "learning_rate": 0.0006811033099297894, "loss": 1.493, "theoretical_loss": 3.6527779310339326, "tokens_seen": 1075052544 }, { "epoch": 0.33, "learning_rate": 0.0006810832497492477, "loss": 1.4827, "theoretical_loss": 3.6527571859251484, "tokens_seen": 1075118080 }, { "epoch": 0.33, "learning_rate": 0.0006810631895687062, "loss": 1.6041, "theoretical_loss": 3.6527364424349384, "tokens_seen": 1075183616 }, { "epoch": 0.33, "learning_rate": 0.0006810431293881645, "loss": 1.4869, "theoretical_loss": 3.6527157005630766, "tokens_seen": 1075249152 }, { "epoch": 0.33, "learning_rate": 0.0006810230692076229, "loss": 1.4874, "theoretical_loss": 3.652694960309339, "tokens_seen": 1075314688 }, { "epoch": 0.33, "learning_rate": 0.0006810030090270813, "loss": 1.5529, "theoretical_loss": 3.652674221673501, "tokens_seen": 1075380224 }, { "epoch": 0.33, "learning_rate": 0.0006809829488465396, "loss": 1.5706, "theoretical_loss": 3.652653484655337, "tokens_seen": 1075445760 }, { "epoch": 0.33, "learning_rate": 0.000680962888665998, "loss": 1.4149, "theoretical_loss": 3.652632749254623, "tokens_seen": 1075511296 }, { "epoch": 0.33, "learning_rate": 0.0006809428284854564, "loss": 1.5943, "theoretical_loss": 3.6526120154711332, "tokens_seen": 1075576832 }, { "epoch": 0.33, "learning_rate": 0.0006809227683049147, "loss": 1.4253, "theoretical_loss": 3.6525912833046443, "tokens_seen": 1075642368 }, { "epoch": 0.33, "learning_rate": 0.0006809027081243732, "loss": 1.4827, "theoretical_loss": 3.6525705527549306, "tokens_seen": 1075707904 }, { "epoch": 0.33, "learning_rate": 0.0006808826479438315, "loss": 1.5431, "theoretical_loss": 3.6525498238217686, "tokens_seen": 1075773440 }, { "epoch": 0.33, "learning_rate": 0.0006808625877632899, "loss": 1.4488, "theoretical_loss": 3.6525290965049324, "tokens_seen": 1075838976 }, { "epoch": 0.33, "learning_rate": 0.0006808425275827482, "loss": 1.5046, "theoretical_loss": 3.6525083708041985, "tokens_seen": 1075904512 }, { "epoch": 0.33, "learning_rate": 0.0006808224674022067, "loss": 1.4878, "theoretical_loss": 3.6524876467193423, "tokens_seen": 1075970048 }, { "epoch": 0.33, "learning_rate": 0.000680802407221665, "loss": 1.6153, "theoretical_loss": 3.652466924250139, "tokens_seen": 1076035584 }, { "epoch": 0.33, "learning_rate": 0.0006807823470411234, "loss": 1.4387, "theoretical_loss": 3.652446203396365, "tokens_seen": 1076101120 }, { "epoch": 0.33, "learning_rate": 0.0006807622868605817, "loss": 1.5197, "theoretical_loss": 3.6524254841577957, "tokens_seen": 1076166656 }, { "epoch": 0.33, "learning_rate": 0.0006807422266800401, "loss": 1.4777, "theoretical_loss": 3.6524047665342065, "tokens_seen": 1076232192 }, { "epoch": 0.33, "learning_rate": 0.0006807221664994985, "loss": 1.4096, "theoretical_loss": 3.652384050525373, "tokens_seen": 1076297728 }, { "epoch": 0.33, "learning_rate": 0.0006807021063189569, "loss": 1.5551, "theoretical_loss": 3.6523633361310717, "tokens_seen": 1076363264 }, { "epoch": 0.33, "learning_rate": 0.0006806820461384152, "loss": 1.5074, "theoretical_loss": 3.6523426233510783, "tokens_seen": 1076428800 }, { "epoch": 0.33, "learning_rate": 0.0006806619859578737, "loss": 1.4083, "theoretical_loss": 3.652321912185169, "tokens_seen": 1076494336 }, { "epoch": 0.33, "learning_rate": 0.000680641925777332, "loss": 1.5249, "theoretical_loss": 3.6523012026331187, "tokens_seen": 1076559872 }, { "epoch": 0.33, "learning_rate": 0.0006806218655967904, "loss": 1.5726, "theoretical_loss": 3.6522804946947045, "tokens_seen": 1076625408 }, { "epoch": 0.33, "learning_rate": 0.0006806018054162487, "loss": 1.4643, "theoretical_loss": 3.652259788369702, "tokens_seen": 1076690944 }, { "epoch": 0.33, "learning_rate": 0.0006805817452357071, "loss": 1.4776, "theoretical_loss": 3.6522390836578875, "tokens_seen": 1076756480 }, { "epoch": 0.33, "learning_rate": 0.0006805616850551655, "loss": 1.4995, "theoretical_loss": 3.6522183805590367, "tokens_seen": 1076822016 }, { "epoch": 0.33, "learning_rate": 0.0006805416248746239, "loss": 1.4963, "theoretical_loss": 3.6521976790729265, "tokens_seen": 1076887552 }, { "epoch": 0.33, "learning_rate": 0.0006805215646940822, "loss": 1.4966, "theoretical_loss": 3.6521769791993326, "tokens_seen": 1076953088 }, { "epoch": 0.33, "learning_rate": 0.0006805015045135407, "loss": 1.4262, "theoretical_loss": 3.6521562809380317, "tokens_seen": 1077018624 }, { "epoch": 0.33, "learning_rate": 0.0006804814443329989, "loss": 1.5344, "theoretical_loss": 3.652135584288799, "tokens_seen": 1077084160 }, { "epoch": 0.33, "learning_rate": 0.0006804613841524574, "loss": 1.479, "theoretical_loss": 3.652114889251412, "tokens_seen": 1077149696 }, { "epoch": 0.33, "learning_rate": 0.0006804413239719158, "loss": 1.6047, "theoretical_loss": 3.6520941958256476, "tokens_seen": 1077215232 }, { "epoch": 0.33, "learning_rate": 0.0006804212637913741, "loss": 1.5899, "theoretical_loss": 3.652073504011281, "tokens_seen": 1077280768 }, { "epoch": 0.33, "learning_rate": 0.0006804012036108325, "loss": 1.5657, "theoretical_loss": 3.6520528138080888, "tokens_seen": 1077346304 }, { "epoch": 0.33, "learning_rate": 0.0006803811434302908, "loss": 1.4697, "theoretical_loss": 3.6520321252158485, "tokens_seen": 1077411840 }, { "epoch": 0.33, "learning_rate": 0.0006803610832497492, "loss": 1.4477, "theoretical_loss": 3.652011438234336, "tokens_seen": 1077477376 }, { "epoch": 0.33, "learning_rate": 0.0006803410230692077, "loss": 1.5189, "theoretical_loss": 3.6519907528633277, "tokens_seen": 1077542912 }, { "epoch": 0.33, "learning_rate": 0.0006803209628886659, "loss": 1.5113, "theoretical_loss": 3.6519700691026014, "tokens_seen": 1077608448 }, { "epoch": 0.33, "learning_rate": 0.0006803009027081244, "loss": 1.4098, "theoretical_loss": 3.651949386951933, "tokens_seen": 1077673984 }, { "epoch": 0.33, "learning_rate": 0.0006802808425275828, "loss": 1.4879, "theoretical_loss": 3.6519287064110983, "tokens_seen": 1077739520 }, { "epoch": 0.33, "learning_rate": 0.0006802607823470411, "loss": 1.4144, "theoretical_loss": 3.651908027479876, "tokens_seen": 1077805056 }, { "epoch": 0.33, "learning_rate": 0.0006802407221664995, "loss": 1.506, "theoretical_loss": 3.651887350158042, "tokens_seen": 1077870592 }, { "epoch": 0.33, "learning_rate": 0.0006802206619859578, "loss": 1.5631, "theoretical_loss": 3.6518666744453734, "tokens_seen": 1077936128 }, { "epoch": 0.33, "learning_rate": 0.0006802006018054162, "loss": 1.5784, "theoretical_loss": 3.6518460003416466, "tokens_seen": 1078001664 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.49414318799972534, "objective/train/docs_used": 395298, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3375064134597778, "objective/train/original_loss": 1.3375062942504883, "objective/train/theoretical_loss": 3.6518253278466397, "objective/train/tokens_used": 1098527200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24452674388885498, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506573915481567, "objective/train/weighted_lm_loss": 1.4052526950836182, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6518253278466397, "tokens_seen": 1078067200 }, { "epoch": 0.33, "learning_rate": 0.0006801805416248747, "loss": 1.4462, "theoretical_loss": 3.6518253278466397, "tokens_seen": 1078067200 }, { "epoch": 0.33, "learning_rate": 0.000680160481444333, "loss": 1.4994, "theoretical_loss": 3.6518046569601292, "tokens_seen": 1078132736 }, { "epoch": 0.33, "learning_rate": 0.0006801404212637914, "loss": 1.4552, "theoretical_loss": 3.651783987681892, "tokens_seen": 1078198272 }, { "epoch": 0.33, "learning_rate": 0.0006801203610832498, "loss": 1.479, "theoretical_loss": 3.6517633200117046, "tokens_seen": 1078263808 }, { "epoch": 0.33, "learning_rate": 0.0006801003009027081, "loss": 1.5724, "theoretical_loss": 3.6517426539493454, "tokens_seen": 1078329344 }, { "epoch": 0.33, "learning_rate": 0.0006800802407221666, "loss": 1.5594, "theoretical_loss": 3.651721989494591, "tokens_seen": 1078394880 }, { "epoch": 0.33, "learning_rate": 0.0006800601805416249, "loss": 1.4045, "theoretical_loss": 3.6517013266472187, "tokens_seen": 1078460416 }, { "epoch": 0.33, "learning_rate": 0.0006800401203610833, "loss": 1.5851, "theoretical_loss": 3.6516806654070058, "tokens_seen": 1078525952 }, { "epoch": 0.33, "learning_rate": 0.0006800200601805417, "loss": 1.5795, "theoretical_loss": 3.65166000577373, "tokens_seen": 1078591488 }, { "epoch": 0.33, "learning_rate": 0.00068, "loss": 1.4837, "theoretical_loss": 3.6516393477471683, "tokens_seen": 1078657024 }, { "epoch": 0.33, "learning_rate": 0.0006799799398194584, "loss": 1.3736, "theoretical_loss": 3.651618691327098, "tokens_seen": 1078722560 }, { "epoch": 0.33, "learning_rate": 0.0006799598796389168, "loss": 1.5296, "theoretical_loss": 3.651598036513297, "tokens_seen": 1078788096 }, { "epoch": 0.33, "learning_rate": 0.0006799398194583751, "loss": 1.5338, "theoretical_loss": 3.6515773833055425, "tokens_seen": 1078853632 }, { "epoch": 0.33, "learning_rate": 0.0006799197592778336, "loss": 1.4349, "theoretical_loss": 3.6515567317036126, "tokens_seen": 1078919168 }, { "epoch": 0.33, "learning_rate": 0.0006798996990972919, "loss": 1.6117, "theoretical_loss": 3.651536081707284, "tokens_seen": 1078984704 }, { "epoch": 0.33, "learning_rate": 0.0006798796389167503, "loss": 1.5688, "theoretical_loss": 3.6515154333163355, "tokens_seen": 1079050240 }, { "epoch": 0.33, "learning_rate": 0.0006798595787362086, "loss": 1.5297, "theoretical_loss": 3.651494786530544, "tokens_seen": 1079115776 }, { "epoch": 0.33, "learning_rate": 0.0006798395185556671, "loss": 1.4753, "theoretical_loss": 3.651474141349687, "tokens_seen": 1079181312 }, { "epoch": 0.33, "learning_rate": 0.0006798194583751254, "loss": 1.6145, "theoretical_loss": 3.651453497773543, "tokens_seen": 1079246848 }, { "epoch": 0.33, "learning_rate": 0.0006797993981945838, "loss": 1.5459, "theoretical_loss": 3.6514328558018896, "tokens_seen": 1079312384 }, { "epoch": 0.33, "learning_rate": 0.0006797793380140421, "loss": 1.5068, "theoretical_loss": 3.6514122154345046, "tokens_seen": 1079377920 }, { "epoch": 0.33, "learning_rate": 0.0006797592778335005, "loss": 1.4866, "theoretical_loss": 3.651391576671166, "tokens_seen": 1079443456 }, { "epoch": 0.33, "learning_rate": 0.0006797392176529589, "loss": 1.5681, "theoretical_loss": 3.6513709395116516, "tokens_seen": 1079508992 }, { "epoch": 0.33, "learning_rate": 0.0006797191574724173, "loss": 1.5728, "theoretical_loss": 3.6513503039557396, "tokens_seen": 1079574528 }, { "epoch": 0.33, "learning_rate": 0.0006796990972918756, "loss": 1.3209, "theoretical_loss": 3.651329670003208, "tokens_seen": 1079640064 }, { "epoch": 0.33, "learning_rate": 0.0006796790371113341, "loss": 1.4964, "theoretical_loss": 3.651309037653835, "tokens_seen": 1079705600 }, { "epoch": 0.33, "learning_rate": 0.0006796589769307924, "loss": 1.4463, "theoretical_loss": 3.651288406907399, "tokens_seen": 1079771136 }, { "epoch": 0.33, "learning_rate": 0.0006796389167502508, "loss": 1.4502, "theoretical_loss": 3.6512677777636773, "tokens_seen": 1079836672 }, { "epoch": 0.33, "learning_rate": 0.0006796188565697091, "loss": 1.4089, "theoretical_loss": 3.6512471502224493, "tokens_seen": 1079902208 }, { "epoch": 0.33, "learning_rate": 0.0006795987963891675, "loss": 1.6451, "theoretical_loss": 3.6512265242834916, "tokens_seen": 1079967744 }, { "epoch": 0.33, "learning_rate": 0.0006795787362086259, "loss": 1.5442, "theoretical_loss": 3.6512058999465844, "tokens_seen": 1080033280 }, { "epoch": 0.33, "learning_rate": 0.0006795586760280843, "loss": 1.4668, "theoretical_loss": 3.651185277211505, "tokens_seen": 1080098816 }, { "epoch": 0.33, "learning_rate": 0.0006795386158475426, "loss": 1.5886, "theoretical_loss": 3.6511646560780324, "tokens_seen": 1080164352 }, { "epoch": 0.33, "learning_rate": 0.0006795185556670011, "loss": 1.4882, "theoretical_loss": 3.6511440365459444, "tokens_seen": 1080229888 }, { "epoch": 0.33, "learning_rate": 0.0006794984954864593, "loss": 1.4378, "theoretical_loss": 3.6511234186150197, "tokens_seen": 1080295424 }, { "epoch": 0.33, "learning_rate": 0.0006794784353059178, "loss": 1.5565, "theoretical_loss": 3.651102802285037, "tokens_seen": 1080360960 }, { "epoch": 0.33, "learning_rate": 0.0006794583751253762, "loss": 1.5156, "theoretical_loss": 3.6510821875557746, "tokens_seen": 1080426496 }, { "epoch": 0.33, "learning_rate": 0.0006794383149448345, "loss": 1.5082, "theoretical_loss": 3.6510615744270116, "tokens_seen": 1080492032 }, { "epoch": 0.33, "learning_rate": 0.0006794182547642929, "loss": 1.4872, "theoretical_loss": 3.6510409628985263, "tokens_seen": 1080557568 }, { "epoch": 0.33, "learning_rate": 0.0006793981945837512, "loss": 1.4876, "theoretical_loss": 3.651020352970098, "tokens_seen": 1080623104 }, { "epoch": 0.33, "learning_rate": 0.0006793781344032096, "loss": 1.442, "theoretical_loss": 3.6509997446415046, "tokens_seen": 1080688640 }, { "epoch": 0.33, "learning_rate": 0.0006793580742226681, "loss": 1.5895, "theoretical_loss": 3.6509791379125254, "tokens_seen": 1080754176 }, { "epoch": 0.33, "learning_rate": 0.0006793380140421263, "loss": 1.4728, "theoretical_loss": 3.6509585327829392, "tokens_seen": 1080819712 }, { "epoch": 0.33, "learning_rate": 0.0006793179538615848, "loss": 1.5273, "theoretical_loss": 3.650937929252525, "tokens_seen": 1080885248 }, { "epoch": 0.33, "learning_rate": 0.0006792978936810432, "loss": 1.3999, "theoretical_loss": 3.6509173273210616, "tokens_seen": 1080950784 }, { "epoch": 0.33, "learning_rate": 0.0006792778335005015, "loss": 1.4541, "theoretical_loss": 3.6508967269883277, "tokens_seen": 1081016320 }, { "epoch": 0.33, "learning_rate": 0.0006792577733199599, "loss": 1.6011, "theoretical_loss": 3.6508761282541027, "tokens_seen": 1081081856 }, { "epoch": 0.33, "learning_rate": 0.0006792377131394182, "loss": 1.5751, "theoretical_loss": 3.650855531118166, "tokens_seen": 1081147392 }, { "epoch": 0.33, "learning_rate": 0.0006792176529588766, "loss": 1.4911, "theoretical_loss": 3.6508349355802956, "tokens_seen": 1081212928 }, { "epoch": 0.33, "learning_rate": 0.0006791975927783351, "loss": 1.4212, "theoretical_loss": 3.650814341640272, "tokens_seen": 1081278464 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.4947785437107086, "objective/train/docs_used": 396489, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5168761014938354, "objective/train/original_loss": 1.516876220703125, "objective/train/theoretical_loss": 3.6507937492978733, "objective/train/tokens_used": 1101804000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24508950114250183, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050723910331726, "objective/train/weighted_lm_loss": 1.5936757326126099, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6507937492978733, "tokens_seen": 1081344000 }, { "epoch": 0.33, "learning_rate": 0.0006791775325977933, "loss": 1.5517, "theoretical_loss": 3.6507937492978733, "tokens_seen": 1081344000 }, { "epoch": 0.33, "learning_rate": 0.0006791574724172518, "loss": 1.5191, "theoretical_loss": 3.6507731585528793, "tokens_seen": 1081409536 }, { "epoch": 0.33, "learning_rate": 0.0006791374122367101, "loss": 1.436, "theoretical_loss": 3.6507525694050695, "tokens_seen": 1081475072 }, { "epoch": 0.33, "learning_rate": 0.0006791173520561685, "loss": 1.4393, "theoretical_loss": 3.6507319818542223, "tokens_seen": 1081540608 }, { "epoch": 0.33, "learning_rate": 0.0006790972918756269, "loss": 1.4428, "theoretical_loss": 3.6507113959001183, "tokens_seen": 1081606144 }, { "epoch": 0.33, "learning_rate": 0.0006790772316950853, "loss": 1.5724, "theoretical_loss": 3.6506908115425363, "tokens_seen": 1081671680 }, { "epoch": 0.33, "learning_rate": 0.0006790571715145436, "loss": 1.4808, "theoretical_loss": 3.650670228781255, "tokens_seen": 1081737216 }, { "epoch": 0.33, "learning_rate": 0.0006790371113340021, "loss": 1.5624, "theoretical_loss": 3.6506496476160555, "tokens_seen": 1081802752 }, { "epoch": 0.33, "learning_rate": 0.0006790170511534603, "loss": 1.7071, "theoretical_loss": 3.6506290680467166, "tokens_seen": 1081868288 }, { "epoch": 0.33, "learning_rate": 0.0006789969909729188, "loss": 1.5227, "theoretical_loss": 3.6506084900730174, "tokens_seen": 1081933824 }, { "epoch": 0.33, "learning_rate": 0.0006789769307923771, "loss": 1.4366, "theoretical_loss": 3.6505879136947383, "tokens_seen": 1081999360 }, { "epoch": 0.33, "learning_rate": 0.0006789568706118355, "loss": 1.4778, "theoretical_loss": 3.6505673389116584, "tokens_seen": 1082064896 }, { "epoch": 0.33, "learning_rate": 0.0006789368104312939, "loss": 1.6074, "theoretical_loss": 3.650546765723558, "tokens_seen": 1082130432 }, { "epoch": 0.33, "learning_rate": 0.0006789167502507523, "loss": 1.517, "theoretical_loss": 3.6505261941302165, "tokens_seen": 1082195968 }, { "epoch": 0.33, "learning_rate": 0.0006788966900702106, "loss": 1.5001, "theoretical_loss": 3.650505624131414, "tokens_seen": 1082261504 }, { "epoch": 0.33, "learning_rate": 0.000678876629889669, "loss": 1.5629, "theoretical_loss": 3.6504850557269295, "tokens_seen": 1082327040 }, { "epoch": 0.33, "learning_rate": 0.0006788565697091273, "loss": 1.4005, "theoretical_loss": 3.650464488916544, "tokens_seen": 1082392576 }, { "epoch": 0.33, "learning_rate": 0.0006788365095285858, "loss": 1.5473, "theoretical_loss": 3.6504439237000366, "tokens_seen": 1082458112 }, { "epoch": 0.33, "learning_rate": 0.0006788164493480441, "loss": 1.4674, "theoretical_loss": 3.6504233600771885, "tokens_seen": 1082523648 }, { "epoch": 0.33, "learning_rate": 0.0006787963891675025, "loss": 1.5669, "theoretical_loss": 3.6504027980477782, "tokens_seen": 1082589184 }, { "epoch": 0.33, "learning_rate": 0.0006787763289869608, "loss": 1.5384, "theoretical_loss": 3.650382237611587, "tokens_seen": 1082654720 }, { "epoch": 0.33, "learning_rate": 0.0006787562688064193, "loss": 1.6077, "theoretical_loss": 3.6503616787683937, "tokens_seen": 1082720256 }, { "epoch": 0.33, "learning_rate": 0.0006787362086258776, "loss": 1.547, "theoretical_loss": 3.6503411215179797, "tokens_seen": 1082785792 }, { "epoch": 0.33, "learning_rate": 0.000678716148445336, "loss": 1.4616, "theoretical_loss": 3.650320565860125, "tokens_seen": 1082851328 }, { "epoch": 0.33, "learning_rate": 0.0006786960882647944, "loss": 1.6279, "theoretical_loss": 3.65030001179461, "tokens_seen": 1082916864 }, { "epoch": 0.33, "learning_rate": 0.0006786760280842528, "loss": 1.5139, "theoretical_loss": 3.6502794593212142, "tokens_seen": 1082982400 }, { "epoch": 0.33, "learning_rate": 0.0006786559679037112, "loss": 1.5323, "theoretical_loss": 3.650258908439718, "tokens_seen": 1083047936 }, { "epoch": 0.33, "learning_rate": 0.0006786359077231695, "loss": 1.4924, "theoretical_loss": 3.6502383591499026, "tokens_seen": 1083113472 }, { "epoch": 0.33, "learning_rate": 0.0006786158475426279, "loss": 1.4726, "theoretical_loss": 3.650217811451548, "tokens_seen": 1083179008 }, { "epoch": 0.33, "learning_rate": 0.0006785957873620863, "loss": 1.4712, "theoretical_loss": 3.650197265344435, "tokens_seen": 1083244544 }, { "epoch": 0.33, "learning_rate": 0.0006785757271815447, "loss": 1.4198, "theoretical_loss": 3.650176720828343, "tokens_seen": 1083310080 }, { "epoch": 0.33, "learning_rate": 0.000678555667001003, "loss": 1.4345, "theoretical_loss": 3.6501561779030536, "tokens_seen": 1083375616 }, { "epoch": 0.33, "learning_rate": 0.0006785356068204615, "loss": 1.6273, "theoretical_loss": 3.650135636568347, "tokens_seen": 1083441152 }, { "epoch": 0.33, "learning_rate": 0.0006785155466399197, "loss": 1.4356, "theoretical_loss": 3.6501150968240044, "tokens_seen": 1083506688 }, { "epoch": 0.33, "learning_rate": 0.0006784954864593782, "loss": 1.527, "theoretical_loss": 3.6500945586698057, "tokens_seen": 1083572224 }, { "epoch": 0.33, "learning_rate": 0.0006784754262788366, "loss": 1.4396, "theoretical_loss": 3.650074022105532, "tokens_seen": 1083637760 }, { "epoch": 0.33, "learning_rate": 0.0006784553660982949, "loss": 1.5911, "theoretical_loss": 3.6500534871309642, "tokens_seen": 1083703296 }, { "epoch": 0.33, "learning_rate": 0.0006784353059177533, "loss": 1.4993, "theoretical_loss": 3.650032953745883, "tokens_seen": 1083768832 }, { "epoch": 0.33, "learning_rate": 0.0006784152457372116, "loss": 1.4509, "theoretical_loss": 3.6500124219500694, "tokens_seen": 1083834368 }, { "epoch": 0.33, "learning_rate": 0.00067839518555667, "loss": 1.5102, "theoretical_loss": 3.649991891743304, "tokens_seen": 1083899904 }, { "epoch": 0.33, "learning_rate": 0.0006783751253761285, "loss": 1.5634, "theoretical_loss": 3.649971363125368, "tokens_seen": 1083965440 }, { "epoch": 0.33, "learning_rate": 0.0006783550651955867, "loss": 1.5312, "theoretical_loss": 3.6499508360960418, "tokens_seen": 1084030976 }, { "epoch": 0.33, "learning_rate": 0.0006783350050150452, "loss": 1.5185, "theoretical_loss": 3.6499303106551073, "tokens_seen": 1084096512 }, { "epoch": 0.33, "learning_rate": 0.0006783149448345036, "loss": 1.5129, "theoretical_loss": 3.649909786802345, "tokens_seen": 1084162048 }, { "epoch": 0.33, "learning_rate": 0.0006782948846539619, "loss": 1.4905, "theoretical_loss": 3.6498892645375367, "tokens_seen": 1084227584 }, { "epoch": 0.33, "learning_rate": 0.0006782748244734203, "loss": 1.5014, "theoretical_loss": 3.649868743860463, "tokens_seen": 1084293120 }, { "epoch": 0.33, "learning_rate": 0.0006782547642928786, "loss": 1.5526, "theoretical_loss": 3.6498482247709054, "tokens_seen": 1084358656 }, { "epoch": 0.33, "learning_rate": 0.000678234704112337, "loss": 1.4652, "theoretical_loss": 3.6498277072686443, "tokens_seen": 1084424192 }, { "epoch": 0.33, "learning_rate": 0.0006782146439317955, "loss": 1.4323, "theoretical_loss": 3.649807191353462, "tokens_seen": 1084489728 }, { "epoch": 0.33, "learning_rate": 0.0006781945837512537, "loss": 1.4663, "theoretical_loss": 3.6497866770251397, "tokens_seen": 1084555264 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.4904569089412689, "objective/train/docs_used": 397685, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3166391849517822, "objective/train/original_loss": 1.3166391849517822, "objective/train/theoretical_loss": 3.649766164283458, "objective/train/tokens_used": 1105080800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24101608991622925, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502707958221436, "objective/train/weighted_lm_loss": 1.3828569650650024, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.649766164283458, "tokens_seen": 1084620800 }, { "epoch": 0.33, "learning_rate": 0.0006781745235707122, "loss": 1.5095, "theoretical_loss": 3.649766164283458, "tokens_seen": 1084620800 }, { "epoch": 0.33, "learning_rate": 0.0006781544633901705, "loss": 1.5747, "theoretical_loss": 3.649745653128199, "tokens_seen": 1084686336 }, { "epoch": 0.33, "learning_rate": 0.0006781344032096289, "loss": 1.5232, "theoretical_loss": 3.6497251435591442, "tokens_seen": 1084751872 }, { "epoch": 0.33, "learning_rate": 0.0006781143430290873, "loss": 1.5366, "theoretical_loss": 3.649704635576075, "tokens_seen": 1084817408 }, { "epoch": 0.33, "learning_rate": 0.0006780942828485457, "loss": 1.6367, "theoretical_loss": 3.649684129178773, "tokens_seen": 1084882944 }, { "epoch": 0.33, "learning_rate": 0.000678074222668004, "loss": 1.5898, "theoretical_loss": 3.6496636243670206, "tokens_seen": 1084948480 }, { "epoch": 0.33, "learning_rate": 0.0006780541624874625, "loss": 1.5915, "theoretical_loss": 3.6496431211405973, "tokens_seen": 1085014016 }, { "epoch": 0.33, "learning_rate": 0.0006780341023069207, "loss": 1.462, "theoretical_loss": 3.6496226194992865, "tokens_seen": 1085079552 }, { "epoch": 0.33, "learning_rate": 0.0006780140421263792, "loss": 1.4514, "theoretical_loss": 3.6496021194428696, "tokens_seen": 1085145088 }, { "epoch": 0.33, "learning_rate": 0.0006779939819458375, "loss": 1.5126, "theoretical_loss": 3.6495816209711283, "tokens_seen": 1085210624 }, { "epoch": 0.33, "learning_rate": 0.0006779739217652959, "loss": 1.424, "theoretical_loss": 3.649561124083844, "tokens_seen": 1085276160 }, { "epoch": 0.33, "learning_rate": 0.0006779538615847543, "loss": 1.5663, "theoretical_loss": 3.649540628780799, "tokens_seen": 1085341696 }, { "epoch": 0.33, "learning_rate": 0.0006779338014042127, "loss": 1.5035, "theoretical_loss": 3.649520135061776, "tokens_seen": 1085407232 }, { "epoch": 0.33, "learning_rate": 0.000677913741223671, "loss": 1.5945, "theoretical_loss": 3.649499642926555, "tokens_seen": 1085472768 }, { "epoch": 0.33, "learning_rate": 0.0006778936810431294, "loss": 1.4852, "theoretical_loss": 3.6494791523749193, "tokens_seen": 1085538304 }, { "epoch": 0.33, "learning_rate": 0.0006778736208625877, "loss": 1.5597, "theoretical_loss": 3.6494586634066515, "tokens_seen": 1085603840 }, { "epoch": 0.33, "learning_rate": 0.0006778535606820462, "loss": 1.527, "theoretical_loss": 3.649438176021532, "tokens_seen": 1085669376 }, { "epoch": 0.33, "learning_rate": 0.0006778335005015045, "loss": 1.4906, "theoretical_loss": 3.649417690219344, "tokens_seen": 1085734912 }, { "epoch": 0.33, "learning_rate": 0.0006778134403209629, "loss": 1.474, "theoretical_loss": 3.6493972059998696, "tokens_seen": 1085800448 }, { "epoch": 0.33, "learning_rate": 0.0006777933801404212, "loss": 1.5121, "theoretical_loss": 3.6493767233628907, "tokens_seen": 1085865984 }, { "epoch": 0.33, "learning_rate": 0.0006777733199598797, "loss": 1.5118, "theoretical_loss": 3.64935624230819, "tokens_seen": 1085931520 }, { "epoch": 0.33, "learning_rate": 0.000677753259779338, "loss": 1.5066, "theoretical_loss": 3.649335762835549, "tokens_seen": 1085997056 }, { "epoch": 0.33, "learning_rate": 0.0006777331995987964, "loss": 1.4669, "theoretical_loss": 3.649315284944751, "tokens_seen": 1086062592 }, { "epoch": 0.33, "learning_rate": 0.0006777131394182548, "loss": 1.459, "theoretical_loss": 3.649294808635578, "tokens_seen": 1086128128 }, { "epoch": 0.33, "learning_rate": 0.0006776930792377132, "loss": 1.3881, "theoretical_loss": 3.6492743339078118, "tokens_seen": 1086193664 }, { "epoch": 0.33, "learning_rate": 0.0006776730190571715, "loss": 1.5717, "theoretical_loss": 3.6492538607612355, "tokens_seen": 1086259200 }, { "epoch": 0.33, "learning_rate": 0.00067765295887663, "loss": 1.4737, "theoretical_loss": 3.649233389195632, "tokens_seen": 1086324736 }, { "epoch": 0.33, "learning_rate": 0.0006776328986960882, "loss": 1.5522, "theoretical_loss": 3.649212919210783, "tokens_seen": 1086390272 }, { "epoch": 0.33, "learning_rate": 0.0006776128385155467, "loss": 1.4988, "theoretical_loss": 3.6491924508064715, "tokens_seen": 1086455808 }, { "epoch": 0.33, "learning_rate": 0.000677592778335005, "loss": 1.4813, "theoretical_loss": 3.64917198398248, "tokens_seen": 1086521344 }, { "epoch": 0.33, "learning_rate": 0.0006775727181544634, "loss": 1.4812, "theoretical_loss": 3.6491515187385914, "tokens_seen": 1086586880 }, { "epoch": 0.33, "learning_rate": 0.0006775526579739218, "loss": 1.46, "theoretical_loss": 3.649131055074588, "tokens_seen": 1086652416 }, { "epoch": 0.33, "learning_rate": 0.0006775325977933801, "loss": 1.346, "theoretical_loss": 3.6491105929902528, "tokens_seen": 1086717952 }, { "epoch": 0.33, "learning_rate": 0.0006775125376128385, "loss": 1.5993, "theoretical_loss": 3.649090132485369, "tokens_seen": 1086783488 }, { "epoch": 0.33, "learning_rate": 0.000677492477432297, "loss": 1.4127, "theoretical_loss": 3.649069673559719, "tokens_seen": 1086849024 }, { "epoch": 0.33, "learning_rate": 0.0006774724172517552, "loss": 1.4291, "theoretical_loss": 3.6490492162130854, "tokens_seen": 1086914560 }, { "epoch": 0.33, "learning_rate": 0.0006774523570712137, "loss": 1.5217, "theoretical_loss": 3.649028760445252, "tokens_seen": 1086980096 }, { "epoch": 0.33, "learning_rate": 0.0006774322968906719, "loss": 1.4843, "theoretical_loss": 3.6490083062560013, "tokens_seen": 1087045632 }, { "epoch": 0.33, "learning_rate": 0.0006774122367101304, "loss": 1.5277, "theoretical_loss": 3.648987853645116, "tokens_seen": 1087111168 }, { "epoch": 0.33, "learning_rate": 0.0006773921765295888, "loss": 1.4645, "theoretical_loss": 3.6489674026123793, "tokens_seen": 1087176704 }, { "epoch": 0.33, "learning_rate": 0.0006773721163490471, "loss": 1.3868, "theoretical_loss": 3.6489469531575747, "tokens_seen": 1087242240 }, { "epoch": 0.33, "learning_rate": 0.0006773520561685055, "loss": 1.4469, "theoretical_loss": 3.6489265052804853, "tokens_seen": 1087307776 }, { "epoch": 0.33, "learning_rate": 0.000677331995987964, "loss": 1.5449, "theoretical_loss": 3.648906058980894, "tokens_seen": 1087373312 }, { "epoch": 0.33, "learning_rate": 0.0006773119358074222, "loss": 1.6172, "theoretical_loss": 3.6488856142585844, "tokens_seen": 1087438848 }, { "epoch": 0.33, "learning_rate": 0.0006772918756268807, "loss": 1.3578, "theoretical_loss": 3.6488651711133393, "tokens_seen": 1087504384 }, { "epoch": 0.33, "learning_rate": 0.0006772718154463389, "loss": 1.4546, "theoretical_loss": 3.648844729544942, "tokens_seen": 1087569920 }, { "epoch": 0.33, "learning_rate": 0.0006772517552657974, "loss": 1.5832, "theoretical_loss": 3.6488242895531764, "tokens_seen": 1087635456 }, { "epoch": 0.33, "learning_rate": 0.0006772316950852558, "loss": 1.5378, "theoretical_loss": 3.648803851137826, "tokens_seen": 1087700992 }, { "epoch": 0.33, "learning_rate": 0.0006772116349047141, "loss": 1.4343, "theoretical_loss": 3.6487834142986735, "tokens_seen": 1087766528 }, { "epoch": 0.33, "learning_rate": 0.0006771915747241725, "loss": 1.49, "theoretical_loss": 3.648762979035503, "tokens_seen": 1087832064 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.48699241876602173, "objective/train/docs_used": 398862, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3465205430984497, "objective/train/original_loss": 1.3465203046798706, "objective/train/theoretical_loss": 3.6487425453480973, "objective/train/tokens_used": 1108357600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23805741965770721, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.049909234046936, "objective/train/weighted_lm_loss": 1.4137723445892334, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6487425453480973, "tokens_seen": 1087897600 }, { "epoch": 0.33, "learning_rate": 0.0006771715145436309, "loss": 1.4344, "theoretical_loss": 3.6487425453480973, "tokens_seen": 1087897600 }, { "epoch": 0.33, "learning_rate": 0.0006771514543630893, "loss": 1.4407, "theoretical_loss": 3.648722113236241, "tokens_seen": 1087963136 }, { "epoch": 0.33, "learning_rate": 0.0006771313941825477, "loss": 1.453, "theoretical_loss": 3.6487016826997167, "tokens_seen": 1088028672 }, { "epoch": 0.33, "learning_rate": 0.0006771113340020061, "loss": 1.4722, "theoretical_loss": 3.6486812537383093, "tokens_seen": 1088094208 }, { "epoch": 0.33, "learning_rate": 0.0006770912738214644, "loss": 1.4609, "theoretical_loss": 3.648660826351801, "tokens_seen": 1088159744 }, { "epoch": 0.33, "learning_rate": 0.0006770712136409229, "loss": 1.4732, "theoretical_loss": 3.6486404005399766, "tokens_seen": 1088225280 }, { "epoch": 0.33, "learning_rate": 0.0006770511534603811, "loss": 1.394, "theoretical_loss": 3.64861997630262, "tokens_seen": 1088290816 }, { "epoch": 0.33, "learning_rate": 0.0006770310932798396, "loss": 1.5188, "theoretical_loss": 3.648599553639514, "tokens_seen": 1088356352 }, { "epoch": 0.33, "learning_rate": 0.0006770110330992979, "loss": 1.6275, "theoretical_loss": 3.6485791325504437, "tokens_seen": 1088421888 }, { "epoch": 0.33, "learning_rate": 0.0006769909729187563, "loss": 1.4553, "theoretical_loss": 3.648558713035192, "tokens_seen": 1088487424 }, { "epoch": 0.33, "learning_rate": 0.0006769709127382147, "loss": 1.5107, "theoretical_loss": 3.6485382950935437, "tokens_seen": 1088552960 }, { "epoch": 0.33, "learning_rate": 0.0006769508525576731, "loss": 1.5323, "theoretical_loss": 3.6485178787252823, "tokens_seen": 1088618496 }, { "epoch": 0.33, "learning_rate": 0.0006769307923771314, "loss": 1.4612, "theoretical_loss": 3.648497463930192, "tokens_seen": 1088684032 }, { "epoch": 0.33, "learning_rate": 0.0006769107321965898, "loss": 1.4074, "theoretical_loss": 3.6484770507080566, "tokens_seen": 1088749568 }, { "epoch": 0.33, "learning_rate": 0.0006768906720160481, "loss": 1.5355, "theoretical_loss": 3.6484566390586606, "tokens_seen": 1088815104 }, { "epoch": 0.33, "learning_rate": 0.0006768706118355066, "loss": 1.4857, "theoretical_loss": 3.6484362289817884, "tokens_seen": 1088880640 }, { "epoch": 0.33, "learning_rate": 0.0006768505516549649, "loss": 1.5234, "theoretical_loss": 3.6484158204772235, "tokens_seen": 1088946176 }, { "epoch": 0.33, "learning_rate": 0.0006768304914744233, "loss": 1.6463, "theoretical_loss": 3.6483954135447507, "tokens_seen": 1089011712 }, { "epoch": 0.33, "learning_rate": 0.0006768104312938816, "loss": 1.5957, "theoretical_loss": 3.6483750081841544, "tokens_seen": 1089077248 }, { "epoch": 0.33, "learning_rate": 0.0006767903711133401, "loss": 1.4351, "theoretical_loss": 3.648354604395218, "tokens_seen": 1089142784 }, { "epoch": 0.33, "learning_rate": 0.0006767703109327984, "loss": 1.4334, "theoretical_loss": 3.648334202177727, "tokens_seen": 1089208320 }, { "epoch": 0.33, "learning_rate": 0.0006767502507522568, "loss": 1.7271, "theoretical_loss": 3.6483138015314656, "tokens_seen": 1089273856 }, { "epoch": 0.33, "learning_rate": 0.0006767301905717152, "loss": 1.5031, "theoretical_loss": 3.648293402456218, "tokens_seen": 1089339392 }, { "epoch": 0.33, "learning_rate": 0.0006767101303911736, "loss": 1.4874, "theoretical_loss": 3.6482730049517684, "tokens_seen": 1089404928 }, { "epoch": 0.33, "learning_rate": 0.0006766900702106319, "loss": 1.54, "theoretical_loss": 3.648252609017902, "tokens_seen": 1089470464 }, { "epoch": 0.33, "learning_rate": 0.0006766700100300903, "loss": 1.5703, "theoretical_loss": 3.6482322146544033, "tokens_seen": 1089536000 }, { "epoch": 0.33, "learning_rate": 0.0006766499498495486, "loss": 1.4827, "theoretical_loss": 3.6482118218610564, "tokens_seen": 1089601536 }, { "epoch": 0.33, "learning_rate": 0.0006766298896690071, "loss": 1.5849, "theoretical_loss": 3.648191430637647, "tokens_seen": 1089667072 }, { "epoch": 0.33, "learning_rate": 0.0006766098294884654, "loss": 1.4327, "theoretical_loss": 3.648171040983959, "tokens_seen": 1089732608 }, { "epoch": 0.33, "learning_rate": 0.0006765897693079238, "loss": 1.5103, "theoretical_loss": 3.648150652899777, "tokens_seen": 1089798144 }, { "epoch": 0.33, "learning_rate": 0.0006765697091273822, "loss": 1.6159, "theoretical_loss": 3.6481302663848867, "tokens_seen": 1089863680 }, { "epoch": 0.33, "learning_rate": 0.0006765496489468405, "loss": 1.5631, "theoretical_loss": 3.6481098814390727, "tokens_seen": 1089929216 }, { "epoch": 0.33, "learning_rate": 0.0006765295887662989, "loss": 1.5739, "theoretical_loss": 3.648089498062119, "tokens_seen": 1089994752 }, { "epoch": 0.33, "learning_rate": 0.0006765095285857574, "loss": 1.4589, "theoretical_loss": 3.6480691162538115, "tokens_seen": 1090060288 }, { "epoch": 0.33, "learning_rate": 0.0006764894684052156, "loss": 1.4957, "theoretical_loss": 3.6480487360139344, "tokens_seen": 1090125824 }, { "epoch": 0.33, "learning_rate": 0.0006764694082246741, "loss": 1.6359, "theoretical_loss": 3.648028357342274, "tokens_seen": 1090191360 }, { "epoch": 0.33, "learning_rate": 0.0006764493480441323, "loss": 1.5637, "theoretical_loss": 3.648007980238614, "tokens_seen": 1090256896 }, { "epoch": 0.33, "learning_rate": 0.0006764292878635908, "loss": 1.4761, "theoretical_loss": 3.64798760470274, "tokens_seen": 1090322432 }, { "epoch": 0.33, "learning_rate": 0.0006764092276830492, "loss": 1.4102, "theoretical_loss": 3.6479672307344377, "tokens_seen": 1090387968 }, { "epoch": 0.33, "learning_rate": 0.0006763891675025075, "loss": 1.4746, "theoretical_loss": 3.6479468583334915, "tokens_seen": 1090453504 }, { "epoch": 0.33, "learning_rate": 0.0006763691073219659, "loss": 1.5759, "theoretical_loss": 3.6479264874996877, "tokens_seen": 1090519040 }, { "epoch": 0.33, "learning_rate": 0.0006763490471414244, "loss": 1.509, "theoretical_loss": 3.64790611823281, "tokens_seen": 1090584576 }, { "epoch": 0.33, "learning_rate": 0.0006763289869608826, "loss": 1.4725, "theoretical_loss": 3.6478857505326445, "tokens_seen": 1090650112 }, { "epoch": 0.33, "learning_rate": 0.0006763089267803411, "loss": 1.5734, "theoretical_loss": 3.647865384398977, "tokens_seen": 1090715648 }, { "epoch": 0.33, "learning_rate": 0.0006762888665997993, "loss": 1.4085, "theoretical_loss": 3.6478450198315926, "tokens_seen": 1090781184 }, { "epoch": 0.33, "learning_rate": 0.0006762688064192578, "loss": 1.5596, "theoretical_loss": 3.647824656830277, "tokens_seen": 1090846720 }, { "epoch": 0.33, "learning_rate": 0.0006762487462387162, "loss": 1.5498, "theoretical_loss": 3.6478042953948147, "tokens_seen": 1090912256 }, { "epoch": 0.33, "learning_rate": 0.0006762286860581745, "loss": 1.644, "theoretical_loss": 3.647783935524992, "tokens_seen": 1090977792 }, { "epoch": 0.33, "learning_rate": 0.0006762086258776329, "loss": 1.4257, "theoretical_loss": 3.6477635772205947, "tokens_seen": 1091043328 }, { "epoch": 0.33, "learning_rate": 0.0006761885656970913, "loss": 1.5191, "theoretical_loss": 3.647743220481408, "tokens_seen": 1091108864 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.49391743540763855, "objective/train/docs_used": 400125, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5298376083374023, "objective/train/original_loss": 1.5298376083374023, "objective/train/theoretical_loss": 3.647722865307218, "objective/train/tokens_used": 1111634400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2441958785057068, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050633192062378, "objective/train/weighted_lm_loss": 1.6071285009384155, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.647722865307218, "tokens_seen": 1091174400 }, { "epoch": 0.33, "learning_rate": 0.0006761685055165496, "loss": 1.495, "theoretical_loss": 3.647722865307218, "tokens_seen": 1091174400 }, { "epoch": 0.33, "learning_rate": 0.0006761484453360081, "loss": 1.5921, "theoretical_loss": 3.6477025116978097, "tokens_seen": 1091239936 }, { "epoch": 0.33, "learning_rate": 0.0006761283851554663, "loss": 1.5125, "theoretical_loss": 3.647682159652969, "tokens_seen": 1091305472 }, { "epoch": 0.33, "learning_rate": 0.0006761083249749248, "loss": 1.4038, "theoretical_loss": 3.647661809172482, "tokens_seen": 1091371008 }, { "epoch": 0.33, "learning_rate": 0.0006760882647943831, "loss": 1.507, "theoretical_loss": 3.6476414602561347, "tokens_seen": 1091436544 }, { "epoch": 0.33, "learning_rate": 0.0006760682046138415, "loss": 1.49, "theoretical_loss": 3.647621112903713, "tokens_seen": 1091502080 }, { "epoch": 0.33, "learning_rate": 0.0006760481444332999, "loss": 1.6492, "theoretical_loss": 3.647600767115002, "tokens_seen": 1091567616 }, { "epoch": 0.33, "learning_rate": 0.0006760280842527583, "loss": 1.3921, "theoretical_loss": 3.6475804228897886, "tokens_seen": 1091633152 }, { "epoch": 0.33, "learning_rate": 0.0006760080240722166, "loss": 1.6281, "theoretical_loss": 3.6475600802278576, "tokens_seen": 1091698688 }, { "epoch": 0.33, "learning_rate": 0.0006759879638916751, "loss": 1.6536, "theoretical_loss": 3.6475397391289963, "tokens_seen": 1091764224 }, { "epoch": 0.33, "learning_rate": 0.0006759679037111334, "loss": 1.5211, "theoretical_loss": 3.6475193995929907, "tokens_seen": 1091829760 }, { "epoch": 0.33, "learning_rate": 0.0006759478435305918, "loss": 1.4317, "theoretical_loss": 3.6474990616196257, "tokens_seen": 1091895296 }, { "epoch": 0.33, "learning_rate": 0.0006759277833500501, "loss": 1.5209, "theoretical_loss": 3.6474787252086887, "tokens_seen": 1091960832 }, { "epoch": 0.33, "learning_rate": 0.0006759077231695085, "loss": 1.5359, "theoretical_loss": 3.6474583903599656, "tokens_seen": 1092026368 }, { "epoch": 0.33, "learning_rate": 0.0006758876629889669, "loss": 1.5448, "theoretical_loss": 3.6474380570732423, "tokens_seen": 1092091904 }, { "epoch": 0.33, "learning_rate": 0.0006758676028084253, "loss": 1.5727, "theoretical_loss": 3.6474177253483058, "tokens_seen": 1092157440 }, { "epoch": 0.33, "learning_rate": 0.0006758475426278836, "loss": 1.5435, "theoretical_loss": 3.6473973951849414, "tokens_seen": 1092222976 }, { "epoch": 0.33, "learning_rate": 0.000675827482447342, "loss": 1.5271, "theoretical_loss": 3.647377066582936, "tokens_seen": 1092288512 }, { "epoch": 0.33, "learning_rate": 0.0006758074222668004, "loss": 1.4916, "theoretical_loss": 3.6473567395420767, "tokens_seen": 1092354048 }, { "epoch": 0.33, "learning_rate": 0.0006757873620862588, "loss": 1.5198, "theoretical_loss": 3.647336414062149, "tokens_seen": 1092419584 }, { "epoch": 0.33, "learning_rate": 0.0006757673019057171, "loss": 1.4289, "theoretical_loss": 3.6473160901429393, "tokens_seen": 1092485120 }, { "epoch": 0.33, "learning_rate": 0.0006757472417251756, "loss": 1.4338, "theoretical_loss": 3.647295767784235, "tokens_seen": 1092550656 }, { "epoch": 0.33, "learning_rate": 0.0006757271815446338, "loss": 1.5782, "theoretical_loss": 3.647275446985822, "tokens_seen": 1092616192 }, { "epoch": 0.33, "learning_rate": 0.0006757071213640923, "loss": 1.4845, "theoretical_loss": 3.6472551277474876, "tokens_seen": 1092681728 }, { "epoch": 0.33, "learning_rate": 0.0006756870611835506, "loss": 1.5193, "theoretical_loss": 3.647234810069018, "tokens_seen": 1092747264 }, { "epoch": 0.33, "learning_rate": 0.000675667001003009, "loss": 1.5629, "theoretical_loss": 3.6472144939502, "tokens_seen": 1092812800 }, { "epoch": 0.33, "learning_rate": 0.0006756469408224675, "loss": 1.5012, "theoretical_loss": 3.64719417939082, "tokens_seen": 1092878336 }, { "epoch": 0.33, "learning_rate": 0.0006756268806419258, "loss": 1.5713, "theoretical_loss": 3.6471738663906654, "tokens_seen": 1092943872 }, { "epoch": 0.33, "learning_rate": 0.0006756068204613842, "loss": 1.5622, "theoretical_loss": 3.647153554949522, "tokens_seen": 1093009408 }, { "epoch": 0.33, "learning_rate": 0.0006755867602808426, "loss": 1.4912, "theoretical_loss": 3.6471332450671783, "tokens_seen": 1093074944 }, { "epoch": 0.33, "learning_rate": 0.0006755667001003009, "loss": 1.5816, "theoretical_loss": 3.6471129367434205, "tokens_seen": 1093140480 }, { "epoch": 0.33, "learning_rate": 0.0006755466399197593, "loss": 1.4023, "theoretical_loss": 3.647092629978035, "tokens_seen": 1093206016 }, { "epoch": 0.33, "learning_rate": 0.0006755265797392178, "loss": 1.521, "theoretical_loss": 3.647072324770809, "tokens_seen": 1093271552 }, { "epoch": 0.33, "learning_rate": 0.000675506519558676, "loss": 1.5213, "theoretical_loss": 3.6470520211215303, "tokens_seen": 1093337088 }, { "epoch": 0.33, "learning_rate": 0.0006754864593781345, "loss": 1.4253, "theoretical_loss": 3.647031719029985, "tokens_seen": 1093402624 }, { "epoch": 0.33, "learning_rate": 0.0006754663991975927, "loss": 1.5161, "theoretical_loss": 3.6470114184959614, "tokens_seen": 1093468160 }, { "epoch": 0.33, "learning_rate": 0.0006754463390170512, "loss": 1.4101, "theoretical_loss": 3.646991119519245, "tokens_seen": 1093533696 }, { "epoch": 0.33, "learning_rate": 0.0006754262788365096, "loss": 1.5118, "theoretical_loss": 3.646970822099625, "tokens_seen": 1093599232 }, { "epoch": 0.33, "learning_rate": 0.0006754062186559679, "loss": 1.5352, "theoretical_loss": 3.646950526236887, "tokens_seen": 1093664768 }, { "epoch": 0.33, "learning_rate": 0.0006753861584754263, "loss": 1.4183, "theoretical_loss": 3.6469302319308188, "tokens_seen": 1093730304 }, { "epoch": 0.33, "learning_rate": 0.0006753660982948848, "loss": 1.4912, "theoretical_loss": 3.6469099391812083, "tokens_seen": 1093795840 }, { "epoch": 0.33, "learning_rate": 0.000675346038114343, "loss": 1.6251, "theoretical_loss": 3.6468896479878423, "tokens_seen": 1093861376 }, { "epoch": 0.33, "learning_rate": 0.0006753259779338015, "loss": 1.5259, "theoretical_loss": 3.6468693583505085, "tokens_seen": 1093926912 }, { "epoch": 0.33, "learning_rate": 0.0006753059177532597, "loss": 1.536, "theoretical_loss": 3.646849070268994, "tokens_seen": 1093992448 }, { "epoch": 0.33, "learning_rate": 0.0006752858575727182, "loss": 1.6278, "theoretical_loss": 3.646828783743087, "tokens_seen": 1094057984 }, { "epoch": 0.33, "learning_rate": 0.0006752657973921766, "loss": 1.5182, "theoretical_loss": 3.6468084987725744, "tokens_seen": 1094123520 }, { "epoch": 0.33, "learning_rate": 0.0006752457372116349, "loss": 1.5229, "theoretical_loss": 3.646788215357244, "tokens_seen": 1094189056 }, { "epoch": 0.33, "learning_rate": 0.0006752256770310933, "loss": 1.4266, "theoretical_loss": 3.6467679334968834, "tokens_seen": 1094254592 }, { "epoch": 0.33, "learning_rate": 0.0006752056168505517, "loss": 1.5712, "theoretical_loss": 3.64674765319128, "tokens_seen": 1094320128 }, { "epoch": 0.33, "learning_rate": 0.00067518555667001, "loss": 1.4797, "theoretical_loss": 3.646727374440222, "tokens_seen": 1094385664 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.4927752614021301, "objective/train/docs_used": 401268, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.367355465888977, "objective/train/original_loss": 1.3673555850982666, "objective/train/theoretical_loss": 3.646707097243498, "objective/train/tokens_used": 1114911200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24321143329143524, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505139827728271, "objective/train/weighted_lm_loss": 1.4363179206848145, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.646707097243498, "tokens_seen": 1094451200 }, { "epoch": 0.33, "learning_rate": 0.0006751654964894685, "loss": 1.5425, "theoretical_loss": 3.646707097243498, "tokens_seen": 1094451200 }, { "epoch": 0.33, "learning_rate": 0.0006751454363089267, "loss": 1.5566, "theoretical_loss": 3.646686821600894, "tokens_seen": 1094516736 }, { "epoch": 0.33, "learning_rate": 0.0006751253761283852, "loss": 1.506, "theoretical_loss": 3.646666547512198, "tokens_seen": 1094582272 }, { "epoch": 0.33, "learning_rate": 0.0006751053159478435, "loss": 1.3741, "theoretical_loss": 3.6466462749771993, "tokens_seen": 1094647808 }, { "epoch": 0.33, "learning_rate": 0.0006750852557673019, "loss": 1.5051, "theoretical_loss": 3.646626003995685, "tokens_seen": 1094713344 }, { "epoch": 0.33, "learning_rate": 0.0006750651955867603, "loss": 1.5773, "theoretical_loss": 3.6466057345674425, "tokens_seen": 1094778880 }, { "epoch": 0.33, "learning_rate": 0.0006750451354062187, "loss": 1.5567, "theoretical_loss": 3.646585466692261, "tokens_seen": 1094844416 }, { "epoch": 0.33, "learning_rate": 0.000675025075225677, "loss": 1.4886, "theoretical_loss": 3.646565200369928, "tokens_seen": 1094909952 }, { "epoch": 0.33, "learning_rate": 0.0006750050150451355, "loss": 1.5795, "theoretical_loss": 3.6465449356002315, "tokens_seen": 1094975488 }, { "epoch": 0.33, "learning_rate": 0.0006749849548645938, "loss": 1.4421, "theoretical_loss": 3.6465246723829594, "tokens_seen": 1095041024 }, { "epoch": 0.33, "learning_rate": 0.0006749648946840522, "loss": 1.5146, "theoretical_loss": 3.6465044107179003, "tokens_seen": 1095106560 }, { "epoch": 0.33, "learning_rate": 0.0006749448345035105, "loss": 1.4429, "theoretical_loss": 3.6464841506048424, "tokens_seen": 1095172096 }, { "epoch": 0.33, "learning_rate": 0.000674924774322969, "loss": 1.4215, "theoretical_loss": 3.646463892043574, "tokens_seen": 1095237632 }, { "epoch": 0.33, "learning_rate": 0.0006749047141424273, "loss": 1.4552, "theoretical_loss": 3.6464436350338825, "tokens_seen": 1095303168 }, { "epoch": 0.33, "learning_rate": 0.0006748846539618857, "loss": 1.5209, "theoretical_loss": 3.6464233795755576, "tokens_seen": 1095368704 }, { "epoch": 0.33, "learning_rate": 0.000674864593781344, "loss": 1.5718, "theoretical_loss": 3.646403125668387, "tokens_seen": 1095434240 }, { "epoch": 0.33, "learning_rate": 0.0006748445336008024, "loss": 1.4803, "theoretical_loss": 3.6463828733121586, "tokens_seen": 1095499776 }, { "epoch": 0.33, "learning_rate": 0.0006748244734202608, "loss": 1.4733, "theoretical_loss": 3.646362622506662, "tokens_seen": 1095565312 }, { "epoch": 0.33, "learning_rate": 0.0006748044132397192, "loss": 1.4752, "theoretical_loss": 3.6463423732516853, "tokens_seen": 1095630848 }, { "epoch": 0.33, "learning_rate": 0.0006747843530591775, "loss": 1.5178, "theoretical_loss": 3.646322125547017, "tokens_seen": 1095696384 }, { "epoch": 0.33, "learning_rate": 0.000674764292878636, "loss": 1.6401, "theoretical_loss": 3.6463018793924453, "tokens_seen": 1095761920 }, { "epoch": 0.33, "learning_rate": 0.0006747442326980942, "loss": 1.3761, "theoretical_loss": 3.646281634787759, "tokens_seen": 1095827456 }, { "epoch": 0.33, "learning_rate": 0.0006747241725175527, "loss": 1.3784, "theoretical_loss": 3.6462613917327467, "tokens_seen": 1095892992 }, { "epoch": 0.33, "learning_rate": 0.000674704112337011, "loss": 1.5268, "theoretical_loss": 3.6462411502271976, "tokens_seen": 1095958528 }, { "epoch": 0.33, "learning_rate": 0.0006746840521564694, "loss": 1.5431, "theoretical_loss": 3.6462209102709, "tokens_seen": 1096024064 }, { "epoch": 0.33, "learning_rate": 0.0006746639919759278, "loss": 1.4861, "theoretical_loss": 3.6462006718636433, "tokens_seen": 1096089600 }, { "epoch": 0.33, "learning_rate": 0.0006746439317953862, "loss": 1.4412, "theoretical_loss": 3.6461804350052156, "tokens_seen": 1096155136 }, { "epoch": 0.33, "learning_rate": 0.0006746238716148445, "loss": 1.47, "theoretical_loss": 3.646160199695406, "tokens_seen": 1096220672 }, { "epoch": 0.33, "learning_rate": 0.000674603811434303, "loss": 1.4959, "theoretical_loss": 3.6461399659340037, "tokens_seen": 1096286208 }, { "epoch": 0.33, "learning_rate": 0.0006745837512537612, "loss": 1.5648, "theoretical_loss": 3.6461197337207976, "tokens_seen": 1096351744 }, { "epoch": 0.33, "learning_rate": 0.0006745636910732197, "loss": 1.4502, "theoretical_loss": 3.6460995030555763, "tokens_seen": 1096417280 }, { "epoch": 0.33, "learning_rate": 0.000674543630892678, "loss": 1.5441, "theoretical_loss": 3.646079273938129, "tokens_seen": 1096482816 }, { "epoch": 0.33, "learning_rate": 0.0006745235707121364, "loss": 1.4731, "theoretical_loss": 3.6460590463682454, "tokens_seen": 1096548352 }, { "epoch": 0.33, "learning_rate": 0.0006745035105315948, "loss": 1.5608, "theoretical_loss": 3.6460388203457135, "tokens_seen": 1096613888 }, { "epoch": 0.33, "learning_rate": 0.0006744834503510531, "loss": 1.3861, "theoretical_loss": 3.6460185958703235, "tokens_seen": 1096679424 }, { "epoch": 0.33, "learning_rate": 0.0006744633901705115, "loss": 1.4505, "theoretical_loss": 3.6459983729418637, "tokens_seen": 1096744960 }, { "epoch": 0.33, "learning_rate": 0.00067444332998997, "loss": 1.5512, "theoretical_loss": 3.6459781515601244, "tokens_seen": 1096810496 }, { "epoch": 0.33, "learning_rate": 0.0006744232698094282, "loss": 1.5277, "theoretical_loss": 3.6459579317248942, "tokens_seen": 1096876032 }, { "epoch": 0.33, "learning_rate": 0.0006744032096288867, "loss": 1.5987, "theoretical_loss": 3.6459377134359627, "tokens_seen": 1096941568 }, { "epoch": 0.33, "learning_rate": 0.000674383149448345, "loss": 1.569, "theoretical_loss": 3.645917496693119, "tokens_seen": 1097007104 }, { "epoch": 0.33, "learning_rate": 0.0006743630892678034, "loss": 1.4366, "theoretical_loss": 3.6458972814961528, "tokens_seen": 1097072640 }, { "epoch": 0.33, "learning_rate": 0.0006743430290872618, "loss": 1.4984, "theoretical_loss": 3.6458770678448533, "tokens_seen": 1097138176 }, { "epoch": 0.33, "learning_rate": 0.0006743229689067201, "loss": 1.5507, "theoretical_loss": 3.6458568557390105, "tokens_seen": 1097203712 }, { "epoch": 0.33, "learning_rate": 0.0006743029087261785, "loss": 1.392, "theoretical_loss": 3.645836645178413, "tokens_seen": 1097269248 }, { "epoch": 0.33, "learning_rate": 0.000674282848545637, "loss": 1.4723, "theoretical_loss": 3.6458164361628516, "tokens_seen": 1097334784 }, { "epoch": 0.33, "learning_rate": 0.0006742627883650952, "loss": 1.4773, "theoretical_loss": 3.645796228692115, "tokens_seen": 1097400320 }, { "epoch": 0.33, "learning_rate": 0.0006742427281845537, "loss": 1.4654, "theoretical_loss": 3.645776022765993, "tokens_seen": 1097465856 }, { "epoch": 0.33, "learning_rate": 0.000674222668004012, "loss": 1.4732, "theoretical_loss": 3.6457558183842753, "tokens_seen": 1097531392 }, { "epoch": 0.33, "learning_rate": 0.0006742026078234704, "loss": 1.4665, "theoretical_loss": 3.645735615546752, "tokens_seen": 1097596928 }, { "epoch": 0.33, "learning_rate": 0.0006741825476429288, "loss": 1.6162, "theoretical_loss": 3.645715414253213, "tokens_seen": 1097662464 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.49579912424087524, "objective/train/docs_used": 402429, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3258310556411743, "objective/train/original_loss": 1.3258309364318848, "objective/train/theoretical_loss": 3.645695214503448, "objective/train/tokens_used": 1118188000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24606361985206604, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508308410644531, "objective/train/weighted_lm_loss": 1.3930492401123047, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.645695214503448, "tokens_seen": 1097728000 }, { "epoch": 0.33, "learning_rate": 0.0006741624874623871, "loss": 1.5326, "theoretical_loss": 3.645695214503448, "tokens_seen": 1097728000 }, { "epoch": 0.33, "learning_rate": 0.0006741424272818456, "loss": 1.5064, "theoretical_loss": 3.645675016297246, "tokens_seen": 1097793536 }, { "epoch": 0.33, "learning_rate": 0.0006741223671013039, "loss": 1.4899, "theoretical_loss": 3.645654819634397, "tokens_seen": 1097859072 }, { "epoch": 0.33, "learning_rate": 0.0006741023069207623, "loss": 1.5449, "theoretical_loss": 3.6456346245146927, "tokens_seen": 1097924608 }, { "epoch": 0.33, "learning_rate": 0.0006740822467402207, "loss": 1.5878, "theoretical_loss": 3.645614430937922, "tokens_seen": 1097990144 }, { "epoch": 0.33, "learning_rate": 0.0006740621865596791, "loss": 1.4281, "theoretical_loss": 3.6455942389038745, "tokens_seen": 1098055680 }, { "epoch": 0.33, "learning_rate": 0.0006740421263791374, "loss": 1.4392, "theoretical_loss": 3.6455740484123407, "tokens_seen": 1098121216 }, { "epoch": 0.33, "learning_rate": 0.0006740220661985959, "loss": 1.4764, "theoretical_loss": 3.645553859463111, "tokens_seen": 1098186752 }, { "epoch": 0.33, "learning_rate": 0.0006740020060180542, "loss": 1.4742, "theoretical_loss": 3.645533672055975, "tokens_seen": 1098252288 }, { "epoch": 0.33, "learning_rate": 0.0006739819458375126, "loss": 1.4231, "theoretical_loss": 3.6455134861907226, "tokens_seen": 1098317824 }, { "epoch": 0.33, "learning_rate": 0.0006739618856569709, "loss": 1.4519, "theoretical_loss": 3.645493301867145, "tokens_seen": 1098383360 }, { "epoch": 0.33, "learning_rate": 0.0006739418254764293, "loss": 1.4581, "theoretical_loss": 3.6454731190850325, "tokens_seen": 1098448896 }, { "epoch": 0.33, "learning_rate": 0.0006739217652958877, "loss": 1.6033, "theoretical_loss": 3.6454529378441745, "tokens_seen": 1098514432 }, { "epoch": 0.33, "learning_rate": 0.0006739017051153461, "loss": 1.5573, "theoretical_loss": 3.645432758144362, "tokens_seen": 1098579968 }, { "epoch": 0.33, "learning_rate": 0.0006738816449348044, "loss": 1.5138, "theoretical_loss": 3.6454125799853854, "tokens_seen": 1098645504 }, { "epoch": 0.33, "learning_rate": 0.0006738615847542628, "loss": 1.563, "theoretical_loss": 3.645392403367034, "tokens_seen": 1098711040 }, { "epoch": 0.33, "learning_rate": 0.0006738415245737212, "loss": 1.5171, "theoretical_loss": 3.6453722282891006, "tokens_seen": 1098776576 }, { "epoch": 0.33, "learning_rate": 0.0006738214643931796, "loss": 1.4702, "theoretical_loss": 3.6453520547513736, "tokens_seen": 1098842112 }, { "epoch": 0.33, "learning_rate": 0.0006738014042126379, "loss": 1.4754, "theoretical_loss": 3.645331882753645, "tokens_seen": 1098907648 }, { "epoch": 0.33, "learning_rate": 0.0006737813440320964, "loss": 1.4873, "theoretical_loss": 3.645311712295704, "tokens_seen": 1098973184 }, { "epoch": 0.33, "learning_rate": 0.0006737612838515546, "loss": 1.523, "theoretical_loss": 3.6452915433773425, "tokens_seen": 1099038720 }, { "epoch": 0.33, "learning_rate": 0.0006737412236710131, "loss": 1.4888, "theoretical_loss": 3.645271375998351, "tokens_seen": 1099104256 }, { "epoch": 0.33, "learning_rate": 0.0006737211634904714, "loss": 1.4898, "theoretical_loss": 3.6452512101585195, "tokens_seen": 1099169792 }, { "epoch": 0.33, "learning_rate": 0.0006737011033099298, "loss": 1.3337, "theoretical_loss": 3.6452310458576394, "tokens_seen": 1099235328 }, { "epoch": 0.33, "learning_rate": 0.0006736810431293882, "loss": 1.4228, "theoretical_loss": 3.6452108830955012, "tokens_seen": 1099300864 }, { "epoch": 0.33, "learning_rate": 0.0006736609829488466, "loss": 1.585, "theoretical_loss": 3.645190721871896, "tokens_seen": 1099366400 }, { "epoch": 0.33, "learning_rate": 0.0006736409227683049, "loss": 1.3807, "theoretical_loss": 3.645170562186615, "tokens_seen": 1099431936 }, { "epoch": 0.33, "learning_rate": 0.0006736208625877634, "loss": 1.5915, "theoretical_loss": 3.6451504040394482, "tokens_seen": 1099497472 }, { "epoch": 0.33, "learning_rate": 0.0006736008024072216, "loss": 1.5875, "theoretical_loss": 3.645130247430187, "tokens_seen": 1099563008 }, { "epoch": 0.33, "learning_rate": 0.0006735807422266801, "loss": 1.4796, "theoretical_loss": 3.645110092358623, "tokens_seen": 1099628544 }, { "epoch": 0.33, "learning_rate": 0.0006735606820461384, "loss": 1.4201, "theoretical_loss": 3.6450899388245466, "tokens_seen": 1099694080 }, { "epoch": 0.33, "learning_rate": 0.0006735406218655968, "loss": 1.5508, "theoretical_loss": 3.645069786827749, "tokens_seen": 1099759616 }, { "epoch": 0.33, "learning_rate": 0.0006735205616850552, "loss": 1.4636, "theoretical_loss": 3.645049636368021, "tokens_seen": 1099825152 }, { "epoch": 0.33, "learning_rate": 0.0006735005015045135, "loss": 1.6042, "theoretical_loss": 3.6450294874451554, "tokens_seen": 1099890688 }, { "epoch": 0.33, "learning_rate": 0.0006734804413239719, "loss": 1.5047, "theoretical_loss": 3.645009340058941, "tokens_seen": 1099956224 }, { "epoch": 0.33, "learning_rate": 0.0006734603811434304, "loss": 1.4518, "theoretical_loss": 3.6449891942091712, "tokens_seen": 1100021760 }, { "epoch": 0.33, "learning_rate": 0.0006734403209628886, "loss": 1.5506, "theoretical_loss": 3.6449690498956357, "tokens_seen": 1100087296 }, { "epoch": 0.33, "learning_rate": 0.0006734202607823471, "loss": 1.4561, "theoretical_loss": 3.644948907118127, "tokens_seen": 1100152832 }, { "epoch": 0.33, "learning_rate": 0.0006734002006018055, "loss": 1.5508, "theoretical_loss": 3.644928765876436, "tokens_seen": 1100218368 }, { "epoch": 0.33, "learning_rate": 0.0006733801404212638, "loss": 1.5151, "theoretical_loss": 3.644908626170354, "tokens_seen": 1100283904 }, { "epoch": 0.33, "learning_rate": 0.0006733600802407222, "loss": 1.4503, "theoretical_loss": 3.6448884879996726, "tokens_seen": 1100349440 }, { "epoch": 0.33, "learning_rate": 0.0006733400200601805, "loss": 1.3971, "theoretical_loss": 3.6448683513641837, "tokens_seen": 1100414976 }, { "epoch": 0.33, "learning_rate": 0.0006733199598796389, "loss": 1.5485, "theoretical_loss": 3.644848216263678, "tokens_seen": 1100480512 }, { "epoch": 0.33, "learning_rate": 0.0006732998996990974, "loss": 1.5164, "theoretical_loss": 3.6448280826979484, "tokens_seen": 1100546048 }, { "epoch": 0.33, "learning_rate": 0.0006732798395185556, "loss": 1.6342, "theoretical_loss": 3.6448079506667845, "tokens_seen": 1100611584 }, { "epoch": 0.33, "learning_rate": 0.0006732597793380141, "loss": 1.5644, "theoretical_loss": 3.64478782016998, "tokens_seen": 1100677120 }, { "epoch": 0.33, "learning_rate": 0.0006732397191574724, "loss": 1.426, "theoretical_loss": 3.6447676912073255, "tokens_seen": 1100742656 }, { "epoch": 0.33, "learning_rate": 0.0006732196589769308, "loss": 1.5783, "theoretical_loss": 3.6447475637786133, "tokens_seen": 1100808192 }, { "epoch": 0.33, "learning_rate": 0.0006731995987963892, "loss": 1.5928, "theoretical_loss": 3.6447274378836347, "tokens_seen": 1100873728 }, { "epoch": 0.33, "learning_rate": 0.0006731795386158475, "loss": 1.4285, "theoretical_loss": 3.644707313522182, "tokens_seen": 1100939264 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.4861805737018585, "objective/train/docs_used": 403530, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6043108701705933, "objective/train/original_loss": 1.6043108701705933, "objective/train/theoretical_loss": 3.6446871906940466, "objective/train/tokens_used": 1121464800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23784573376178741, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0498270988464355, "objective/train/weighted_lm_loss": 1.6840763092041016, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6446871906940466, "tokens_seen": 1101004800 }, { "epoch": 0.33, "learning_rate": 0.0006731594784353059, "loss": 1.6211, "theoretical_loss": 3.6446871906940466, "tokens_seen": 1101004800 }, { "epoch": 0.33, "learning_rate": 0.0006731394182547643, "loss": 1.4846, "theoretical_loss": 3.6446670693990204, "tokens_seen": 1101070336 }, { "epoch": 0.33, "learning_rate": 0.0006731193580742226, "loss": 1.4748, "theoretical_loss": 3.644646949636896, "tokens_seen": 1101135872 }, { "epoch": 0.33, "learning_rate": 0.0006730992978936811, "loss": 1.5245, "theoretical_loss": 3.6446268314074652, "tokens_seen": 1101201408 }, { "epoch": 0.33, "learning_rate": 0.0006730792377131394, "loss": 1.4065, "theoretical_loss": 3.6446067147105197, "tokens_seen": 1101266944 }, { "epoch": 0.33, "learning_rate": 0.0006730591775325978, "loss": 1.4315, "theoretical_loss": 3.6445865995458515, "tokens_seen": 1101332480 }, { "epoch": 0.33, "learning_rate": 0.0006730391173520562, "loss": 1.3562, "theoretical_loss": 3.644566485913253, "tokens_seen": 1101398016 }, { "epoch": 0.33, "learning_rate": 0.0006730190571715146, "loss": 1.4938, "theoretical_loss": 3.644546373812516, "tokens_seen": 1101463552 }, { "epoch": 0.33, "learning_rate": 0.0006729989969909729, "loss": 1.5419, "theoretical_loss": 3.644526263243433, "tokens_seen": 1101529088 }, { "epoch": 0.33, "learning_rate": 0.0006729789368104313, "loss": 1.5081, "theoretical_loss": 3.644506154205797, "tokens_seen": 1101594624 }, { "epoch": 0.33, "learning_rate": 0.0006729588766298896, "loss": 1.5642, "theoretical_loss": 3.644486046699399, "tokens_seen": 1101660160 }, { "epoch": 0.33, "learning_rate": 0.0006729388164493481, "loss": 1.3547, "theoretical_loss": 3.644465940724032, "tokens_seen": 1101725696 }, { "epoch": 0.33, "learning_rate": 0.0006729187562688064, "loss": 1.6993, "theoretical_loss": 3.644445836279488, "tokens_seen": 1101791232 }, { "epoch": 0.33, "learning_rate": 0.0006728986960882648, "loss": 1.4868, "theoretical_loss": 3.64442573336556, "tokens_seen": 1101856768 }, { "epoch": 0.33, "learning_rate": 0.0006728786359077231, "loss": 1.3949, "theoretical_loss": 3.6444056319820395, "tokens_seen": 1101922304 }, { "epoch": 0.33, "learning_rate": 0.0006728585757271816, "loss": 1.2964, "theoretical_loss": 3.6443855321287195, "tokens_seen": 1101987840 }, { "epoch": 0.33, "learning_rate": 0.0006728385155466399, "loss": 1.5378, "theoretical_loss": 3.644365433805393, "tokens_seen": 1102053376 }, { "epoch": 0.33, "learning_rate": 0.0006728184553660983, "loss": 1.3679, "theoretical_loss": 3.6443453370118517, "tokens_seen": 1102118912 }, { "epoch": 0.33, "learning_rate": 0.0006727983951855566, "loss": 1.4877, "theoretical_loss": 3.644325241747889, "tokens_seen": 1102184448 }, { "epoch": 0.33, "learning_rate": 0.000672778335005015, "loss": 1.4747, "theoretical_loss": 3.644305148013297, "tokens_seen": 1102249984 }, { "epoch": 0.33, "learning_rate": 0.0006727582748244734, "loss": 1.5524, "theoretical_loss": 3.6442850558078685, "tokens_seen": 1102315520 }, { "epoch": 0.33, "learning_rate": 0.0006727382146439318, "loss": 1.6611, "theoretical_loss": 3.6442649651313963, "tokens_seen": 1102381056 }, { "epoch": 0.33, "learning_rate": 0.0006727181544633901, "loss": 1.4341, "theoretical_loss": 3.644244875983673, "tokens_seen": 1102446592 }, { "epoch": 0.33, "learning_rate": 0.0006726980942828486, "loss": 1.5354, "theoretical_loss": 3.6442247883644923, "tokens_seen": 1102512128 }, { "epoch": 0.33, "learning_rate": 0.0006726780341023069, "loss": 1.6408, "theoretical_loss": 3.6442047022736452, "tokens_seen": 1102577664 }, { "epoch": 0.33, "learning_rate": 0.0006726579739217653, "loss": 1.5075, "theoretical_loss": 3.644184617710926, "tokens_seen": 1102643200 }, { "epoch": 0.33, "learning_rate": 0.0006726379137412238, "loss": 1.578, "theoretical_loss": 3.6441645346761273, "tokens_seen": 1102708736 }, { "epoch": 0.33, "learning_rate": 0.000672617853560682, "loss": 1.558, "theoretical_loss": 3.6441444531690426, "tokens_seen": 1102774272 }, { "epoch": 0.33, "learning_rate": 0.0006725977933801405, "loss": 1.5677, "theoretical_loss": 3.644124373189464, "tokens_seen": 1102839808 }, { "epoch": 0.33, "learning_rate": 0.0006725777331995988, "loss": 1.3814, "theoretical_loss": 3.6441042947371844, "tokens_seen": 1102905344 }, { "epoch": 0.33, "learning_rate": 0.0006725576730190572, "loss": 1.6479, "theoretical_loss": 3.6440842178119985, "tokens_seen": 1102970880 }, { "epoch": 0.33, "learning_rate": 0.0006725376128385156, "loss": 1.5759, "theoretical_loss": 3.644064142413698, "tokens_seen": 1103036416 }, { "epoch": 0.33, "learning_rate": 0.0006725175526579739, "loss": 1.4801, "theoretical_loss": 3.644044068542076, "tokens_seen": 1103101952 }, { "epoch": 0.33, "learning_rate": 0.0006724974924774323, "loss": 1.4233, "theoretical_loss": 3.644023996196926, "tokens_seen": 1103167488 }, { "epoch": 0.33, "learning_rate": 0.0006724774322968908, "loss": 1.4964, "theoretical_loss": 3.644003925378042, "tokens_seen": 1103233024 }, { "epoch": 0.33, "learning_rate": 0.000672457372116349, "loss": 1.5414, "theoretical_loss": 3.643983856085216, "tokens_seen": 1103298560 }, { "epoch": 0.33, "learning_rate": 0.0006724373119358075, "loss": 1.4891, "theoretical_loss": 3.643963788318242, "tokens_seen": 1103364096 }, { "epoch": 0.33, "learning_rate": 0.0006724172517552659, "loss": 1.4655, "theoretical_loss": 3.643943722076914, "tokens_seen": 1103429632 }, { "epoch": 0.33, "learning_rate": 0.0006723971915747242, "loss": 1.5599, "theoretical_loss": 3.6439236573610243, "tokens_seen": 1103495168 }, { "epoch": 0.33, "learning_rate": 0.0006723771313941826, "loss": 1.4325, "theoretical_loss": 3.643903594170367, "tokens_seen": 1103560704 }, { "epoch": 0.33, "learning_rate": 0.0006723570712136409, "loss": 1.4672, "theoretical_loss": 3.6438835325047356, "tokens_seen": 1103626240 }, { "epoch": 0.33, "learning_rate": 0.0006723370110330993, "loss": 1.4542, "theoretical_loss": 3.6438634723639236, "tokens_seen": 1103691776 }, { "epoch": 0.33, "learning_rate": 0.0006723169508525578, "loss": 1.4771, "theoretical_loss": 3.6438434137477236, "tokens_seen": 1103757312 }, { "epoch": 0.33, "learning_rate": 0.000672296890672016, "loss": 1.5099, "theoretical_loss": 3.643823356655931, "tokens_seen": 1103822848 }, { "epoch": 0.33, "learning_rate": 0.0006722768304914745, "loss": 1.5177, "theoretical_loss": 3.6438033010883375, "tokens_seen": 1103888384 }, { "epoch": 0.33, "learning_rate": 0.0006722567703109328, "loss": 1.5008, "theoretical_loss": 3.6437832470447384, "tokens_seen": 1103953920 }, { "epoch": 0.33, "learning_rate": 0.0006722367101303912, "loss": 1.4975, "theoretical_loss": 3.6437631945249267, "tokens_seen": 1104019456 }, { "epoch": 0.33, "learning_rate": 0.0006722166499498496, "loss": 1.5229, "theoretical_loss": 3.643743143528696, "tokens_seen": 1104084992 }, { "epoch": 0.33, "learning_rate": 0.000672196589769308, "loss": 1.5616, "theoretical_loss": 3.643723094055841, "tokens_seen": 1104150528 }, { "epoch": 0.33, "learning_rate": 0.0006721765295887663, "loss": 1.5703, "theoretical_loss": 3.6437030461061544, "tokens_seen": 1104216064 }, { "epoch": 0.33, "objective/train/advantage_avg": 0.4902866780757904, "objective/train/docs_used": 404699, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5548778772354126, "objective/train/original_loss": 1.554877519607544, "objective/train/theoretical_loss": 3.643682999679431, "objective/train/tokens_used": 1124741600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24122250080108643, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502548217773438, "objective/train/weighted_lm_loss": 1.6329830884933472, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.643682999679431, "tokens_seen": 1104281600 }, { "epoch": 0.33, "learning_rate": 0.0006721564694082247, "loss": 1.546, "theoretical_loss": 3.643682999679431, "tokens_seen": 1104281600 }, { "epoch": 0.33, "learning_rate": 0.000672136409227683, "loss": 1.5998, "theoretical_loss": 3.643662954775464, "tokens_seen": 1104347136 }, { "epoch": 0.33, "learning_rate": 0.0006721163490471415, "loss": 1.5458, "theoretical_loss": 3.643642911394048, "tokens_seen": 1104412672 }, { "epoch": 0.33, "learning_rate": 0.0006720962888665998, "loss": 1.3285, "theoretical_loss": 3.6436228695349766, "tokens_seen": 1104478208 }, { "epoch": 0.33, "learning_rate": 0.0006720762286860582, "loss": 1.5538, "theoretical_loss": 3.643602829198044, "tokens_seen": 1104543744 }, { "epoch": 0.33, "learning_rate": 0.0006720561685055166, "loss": 1.5948, "theoretical_loss": 3.6435827903830447, "tokens_seen": 1104609280 }, { "epoch": 0.33, "learning_rate": 0.000672036108324975, "loss": 1.5467, "theoretical_loss": 3.643562753089772, "tokens_seen": 1104674816 }, { "epoch": 0.33, "learning_rate": 0.000672036108324975, "loss": 1.4746, "theoretical_loss": 3.643542717318021, "tokens_seen": 1104740352 }, { "epoch": 0.33, "learning_rate": 0.0006720160481444333, "loss": 1.5141, "theoretical_loss": 3.6435226830675846, "tokens_seen": 1104805888 }, { "epoch": 0.33, "learning_rate": 0.0006719959879638917, "loss": 1.4923, "theoretical_loss": 3.6435026503382586, "tokens_seen": 1104871424 }, { "epoch": 0.33, "learning_rate": 0.00067197592778335, "loss": 1.5185, "theoretical_loss": 3.6434826191298364, "tokens_seen": 1104936960 }, { "epoch": 0.33, "learning_rate": 0.0006719558676028085, "loss": 1.5145, "theoretical_loss": 3.6434625894421124, "tokens_seen": 1105002496 }, { "epoch": 0.33, "learning_rate": 0.0006719358074222668, "loss": 1.4075, "theoretical_loss": 3.643442561274881, "tokens_seen": 1105068032 }, { "epoch": 0.33, "learning_rate": 0.0006719157472417252, "loss": 1.557, "theoretical_loss": 3.643422534627937, "tokens_seen": 1105133568 }, { "epoch": 0.33, "learning_rate": 0.0006718956870611835, "loss": 1.4583, "theoretical_loss": 3.6434025095010747, "tokens_seen": 1105199104 }, { "epoch": 0.33, "learning_rate": 0.000671875626880642, "loss": 1.5405, "theoretical_loss": 3.6433824858940884, "tokens_seen": 1105264640 }, { "epoch": 0.33, "learning_rate": 0.0006718555667001003, "loss": 1.4985, "theoretical_loss": 3.6433624638067723, "tokens_seen": 1105330176 }, { "epoch": 0.33, "learning_rate": 0.0006718355065195587, "loss": 1.4929, "theoretical_loss": 3.6433424432389216, "tokens_seen": 1105395712 }, { "epoch": 0.33, "learning_rate": 0.000671815446339017, "loss": 1.7293, "theoretical_loss": 3.6433224241903304, "tokens_seen": 1105461248 }, { "epoch": 0.34, "learning_rate": 0.0006717953861584754, "loss": 1.5674, "theoretical_loss": 3.643302406660794, "tokens_seen": 1105526784 }, { "epoch": 0.34, "learning_rate": 0.0006717753259779338, "loss": 1.5227, "theoretical_loss": 3.643282390650106, "tokens_seen": 1105592320 }, { "epoch": 0.34, "learning_rate": 0.0006717552657973922, "loss": 1.6216, "theoretical_loss": 3.643262376158063, "tokens_seen": 1105657856 }, { "epoch": 0.34, "learning_rate": 0.0006717352056168505, "loss": 1.4265, "theoretical_loss": 3.643242363184458, "tokens_seen": 1105723392 }, { "epoch": 0.34, "learning_rate": 0.000671715145436309, "loss": 1.5218, "theoretical_loss": 3.6432223517290865, "tokens_seen": 1105788928 }, { "epoch": 0.34, "learning_rate": 0.0006716950852557673, "loss": 1.4586, "theoretical_loss": 3.643202341791743, "tokens_seen": 1105854464 }, { "epoch": 0.34, "learning_rate": 0.0006716750250752257, "loss": 1.4881, "theoretical_loss": 3.643182333372223, "tokens_seen": 1105920000 }, { "epoch": 0.34, "learning_rate": 0.000671654964894684, "loss": 1.5907, "theoretical_loss": 3.6431623264703212, "tokens_seen": 1105985536 }, { "epoch": 0.34, "learning_rate": 0.0006716349047141424, "loss": 1.4305, "theoretical_loss": 3.6431423210858322, "tokens_seen": 1106051072 }, { "epoch": 0.34, "learning_rate": 0.0006716148445336008, "loss": 1.5379, "theoretical_loss": 3.6431223172185514, "tokens_seen": 1106116608 }, { "epoch": 0.34, "learning_rate": 0.0006715947843530592, "loss": 1.3536, "theoretical_loss": 3.643102314868274, "tokens_seen": 1106182144 }, { "epoch": 0.34, "learning_rate": 0.0006715747241725175, "loss": 1.4784, "theoretical_loss": 3.6430823140347943, "tokens_seen": 1106247680 }, { "epoch": 0.34, "learning_rate": 0.000671554663991976, "loss": 1.494, "theoretical_loss": 3.6430623147179086, "tokens_seen": 1106313216 }, { "epoch": 0.34, "learning_rate": 0.0006715346038114342, "loss": 1.4747, "theoretical_loss": 3.643042316917411, "tokens_seen": 1106378752 }, { "epoch": 0.34, "learning_rate": 0.0006715145436308927, "loss": 1.4485, "theoretical_loss": 3.6430223206330976, "tokens_seen": 1106444288 }, { "epoch": 0.34, "learning_rate": 0.0006714944834503511, "loss": 1.5419, "theoretical_loss": 3.643002325864763, "tokens_seen": 1106509824 }, { "epoch": 0.34, "learning_rate": 0.0006714744232698094, "loss": 1.4904, "theoretical_loss": 3.6429823326122026, "tokens_seen": 1106575360 }, { "epoch": 0.34, "learning_rate": 0.0006714543630892678, "loss": 1.4663, "theoretical_loss": 3.6429623408752114, "tokens_seen": 1106640896 }, { "epoch": 0.34, "learning_rate": 0.0006714343029087263, "loss": 1.4793, "theoretical_loss": 3.642942350653586, "tokens_seen": 1106706432 }, { "epoch": 0.34, "learning_rate": 0.0006714142427281845, "loss": 1.5116, "theoretical_loss": 3.6429223619471207, "tokens_seen": 1106771968 }, { "epoch": 0.34, "learning_rate": 0.000671394182547643, "loss": 1.6254, "theoretical_loss": 3.6429023747556113, "tokens_seen": 1106837504 }, { "epoch": 0.34, "learning_rate": 0.0006713741223671012, "loss": 1.4818, "theoretical_loss": 3.642882389078853, "tokens_seen": 1106903040 }, { "epoch": 0.34, "learning_rate": 0.0006713540621865597, "loss": 1.4762, "theoretical_loss": 3.642862404916642, "tokens_seen": 1106968576 }, { "epoch": 0.34, "learning_rate": 0.0006713340020060181, "loss": 1.5387, "theoretical_loss": 3.6428424222687736, "tokens_seen": 1107034112 }, { "epoch": 0.34, "learning_rate": 0.0006713139418254764, "loss": 1.5061, "theoretical_loss": 3.642822441135043, "tokens_seen": 1107099648 }, { "epoch": 0.34, "learning_rate": 0.0006712938816449348, "loss": 1.4933, "theoretical_loss": 3.642802461515246, "tokens_seen": 1107165184 }, { "epoch": 0.34, "learning_rate": 0.0006712738214643932, "loss": 1.5127, "theoretical_loss": 3.6427824834091784, "tokens_seen": 1107230720 }, { "epoch": 0.34, "learning_rate": 0.0006712537612838515, "loss": 1.551, "theoretical_loss": 3.642762506816636, "tokens_seen": 1107296256 }, { "epoch": 0.34, "learning_rate": 0.00067123370110331, "loss": 1.3955, "theoretical_loss": 3.6427425317374142, "tokens_seen": 1107361792 }, { "epoch": 0.34, "learning_rate": 0.0006712136409227682, "loss": 1.4502, "theoretical_loss": 3.6427225581713096, "tokens_seen": 1107427328 }, { "epoch": 0.34, "learning_rate": 0.0006711935807422267, "loss": 1.4223, "theoretical_loss": 3.6427025861181175, "tokens_seen": 1107492864 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.4917794167995453, "objective/train/docs_used": 405946, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.439220666885376, "objective/train/original_loss": 1.4392204284667969, "objective/train/theoretical_loss": 3.642682615577634, "objective/train/tokens_used": 1128018400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24233192205429077, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504099130630493, "objective/train/weighted_lm_loss": 1.511704921722412, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.642682615577634, "tokens_seen": 1107558400 }, { "epoch": 0.34, "learning_rate": 0.000671173520561685, "loss": 1.5764, "theoretical_loss": 3.642682615577634, "tokens_seen": 1107558400 }, { "epoch": 0.34, "learning_rate": 0.0006711534603811434, "loss": 1.5833, "theoretical_loss": 3.6426626465496543, "tokens_seen": 1107623936 }, { "epoch": 0.34, "learning_rate": 0.0006711334002006019, "loss": 1.5195, "theoretical_loss": 3.642642679033975, "tokens_seen": 1107689472 }, { "epoch": 0.34, "learning_rate": 0.0006711133400200602, "loss": 1.5937, "theoretical_loss": 3.6426227130303923, "tokens_seen": 1107755008 }, { "epoch": 0.34, "learning_rate": 0.0006710932798395186, "loss": 1.5149, "theoretical_loss": 3.6426027485387023, "tokens_seen": 1107820544 }, { "epoch": 0.34, "learning_rate": 0.000671073219658977, "loss": 1.5109, "theoretical_loss": 3.6425827855587, "tokens_seen": 1107886080 }, { "epoch": 0.34, "learning_rate": 0.0006710531594784354, "loss": 1.5412, "theoretical_loss": 3.642562824090183, "tokens_seen": 1107951616 }, { "epoch": 0.34, "learning_rate": 0.0006710330992978937, "loss": 1.4804, "theoretical_loss": 3.6425428641329463, "tokens_seen": 1108017152 }, { "epoch": 0.34, "learning_rate": 0.0006710130391173521, "loss": 1.4995, "theoretical_loss": 3.6425229056867865, "tokens_seen": 1108082688 }, { "epoch": 0.34, "learning_rate": 0.0006709929789368104, "loss": 1.4787, "theoretical_loss": 3.6425029487515004, "tokens_seen": 1108148224 }, { "epoch": 0.34, "learning_rate": 0.0006709729187562689, "loss": 1.4328, "theoretical_loss": 3.6424829933268836, "tokens_seen": 1108213760 }, { "epoch": 0.34, "learning_rate": 0.0006709528585757272, "loss": 1.5303, "theoretical_loss": 3.6424630394127324, "tokens_seen": 1108279296 }, { "epoch": 0.34, "learning_rate": 0.0006709327983951856, "loss": 1.466, "theoretical_loss": 3.642443087008844, "tokens_seen": 1108344832 }, { "epoch": 0.34, "learning_rate": 0.0006709127382146439, "loss": 1.4864, "theoretical_loss": 3.6424231361150134, "tokens_seen": 1108410368 }, { "epoch": 0.34, "learning_rate": 0.0006708926780341024, "loss": 1.5152, "theoretical_loss": 3.642403186731038, "tokens_seen": 1108475904 }, { "epoch": 0.34, "learning_rate": 0.0006708726178535607, "loss": 1.44, "theoretical_loss": 3.6423832388567146, "tokens_seen": 1108541440 }, { "epoch": 0.34, "learning_rate": 0.0006708525576730191, "loss": 1.4361, "theoretical_loss": 3.6423632924918383, "tokens_seen": 1108606976 }, { "epoch": 0.34, "learning_rate": 0.0006708324974924774, "loss": 1.4366, "theoretical_loss": 3.6423433476362073, "tokens_seen": 1108672512 }, { "epoch": 0.34, "learning_rate": 0.0006708124373119358, "loss": 1.4807, "theoretical_loss": 3.642323404289617, "tokens_seen": 1108738048 }, { "epoch": 0.34, "learning_rate": 0.0006707923771313942, "loss": 1.4816, "theoretical_loss": 3.642303462451865, "tokens_seen": 1108803584 }, { "epoch": 0.34, "learning_rate": 0.0006707723169508526, "loss": 1.5712, "theoretical_loss": 3.6422835221227468, "tokens_seen": 1108869120 }, { "epoch": 0.34, "learning_rate": 0.0006707522567703109, "loss": 1.5612, "theoretical_loss": 3.6422635833020607, "tokens_seen": 1108934656 }, { "epoch": 0.34, "learning_rate": 0.0006707321965897694, "loss": 1.4734, "theoretical_loss": 3.642243645989602, "tokens_seen": 1109000192 }, { "epoch": 0.34, "learning_rate": 0.0006707121364092277, "loss": 1.538, "theoretical_loss": 3.642223710185168, "tokens_seen": 1109065728 }, { "epoch": 0.34, "learning_rate": 0.0006706920762286861, "loss": 1.385, "theoretical_loss": 3.6422037758885555, "tokens_seen": 1109131264 }, { "epoch": 0.34, "learning_rate": 0.0006706720160481445, "loss": 1.5568, "theoretical_loss": 3.642183843099562, "tokens_seen": 1109196800 }, { "epoch": 0.34, "learning_rate": 0.0006706519558676028, "loss": 1.4302, "theoretical_loss": 3.642163911817983, "tokens_seen": 1109262336 }, { "epoch": 0.34, "learning_rate": 0.0006706318956870612, "loss": 1.5804, "theoretical_loss": 3.642143982043617, "tokens_seen": 1109327872 }, { "epoch": 0.34, "learning_rate": 0.0006706118355065196, "loss": 1.5371, "theoretical_loss": 3.6421240537762607, "tokens_seen": 1109393408 }, { "epoch": 0.34, "learning_rate": 0.0006705917753259779, "loss": 1.6212, "theoretical_loss": 3.6421041270157097, "tokens_seen": 1109458944 }, { "epoch": 0.34, "learning_rate": 0.0006705717151454364, "loss": 1.5609, "theoretical_loss": 3.642084201761763, "tokens_seen": 1109524480 }, { "epoch": 0.34, "learning_rate": 0.0006705516549648946, "loss": 1.5456, "theoretical_loss": 3.6420642780142165, "tokens_seen": 1109590016 }, { "epoch": 0.34, "learning_rate": 0.0006705315947843531, "loss": 1.6036, "theoretical_loss": 3.6420443557728674, "tokens_seen": 1109655552 }, { "epoch": 0.34, "learning_rate": 0.0006705115346038115, "loss": 1.5047, "theoretical_loss": 3.6420244350375137, "tokens_seen": 1109721088 }, { "epoch": 0.34, "learning_rate": 0.0006704914744232698, "loss": 1.5695, "theoretical_loss": 3.642004515807952, "tokens_seen": 1109786624 }, { "epoch": 0.34, "learning_rate": 0.0006704714142427282, "loss": 1.4701, "theoretical_loss": 3.641984598083979, "tokens_seen": 1109852160 }, { "epoch": 0.34, "learning_rate": 0.0006704513540621867, "loss": 1.5076, "theoretical_loss": 3.6419646818653932, "tokens_seen": 1109917696 }, { "epoch": 0.34, "learning_rate": 0.0006704312938816449, "loss": 1.4839, "theoretical_loss": 3.6419447671519913, "tokens_seen": 1109983232 }, { "epoch": 0.34, "learning_rate": 0.0006704112337011034, "loss": 1.6013, "theoretical_loss": 3.641924853943571, "tokens_seen": 1110048768 }, { "epoch": 0.34, "learning_rate": 0.0006703911735205616, "loss": 1.5839, "theoretical_loss": 3.641904942239929, "tokens_seen": 1110114304 }, { "epoch": 0.34, "learning_rate": 0.0006703711133400201, "loss": 1.5418, "theoretical_loss": 3.641885032040864, "tokens_seen": 1110179840 }, { "epoch": 0.34, "learning_rate": 0.0006703510531594785, "loss": 1.4393, "theoretical_loss": 3.6418651233461725, "tokens_seen": 1110245376 }, { "epoch": 0.34, "learning_rate": 0.0006703309929789368, "loss": 1.5958, "theoretical_loss": 3.6418452161556525, "tokens_seen": 1110310912 }, { "epoch": 0.34, "learning_rate": 0.0006703109327983952, "loss": 1.5714, "theoretical_loss": 3.641825310469101, "tokens_seen": 1110376448 }, { "epoch": 0.34, "learning_rate": 0.0006702908726178536, "loss": 1.5345, "theoretical_loss": 3.6418054062863163, "tokens_seen": 1110441984 }, { "epoch": 0.34, "learning_rate": 0.0006702708124373119, "loss": 1.5439, "theoretical_loss": 3.6417855036070956, "tokens_seen": 1110507520 }, { "epoch": 0.34, "learning_rate": 0.0006702507522567704, "loss": 1.37, "theoretical_loss": 3.641765602431237, "tokens_seen": 1110573056 }, { "epoch": 0.34, "learning_rate": 0.0006702306920762286, "loss": 1.579, "theoretical_loss": 3.641745702758538, "tokens_seen": 1110638592 }, { "epoch": 0.34, "learning_rate": 0.0006702106318956871, "loss": 1.4924, "theoretical_loss": 3.6417258045887966, "tokens_seen": 1110704128 }, { "epoch": 0.34, "learning_rate": 0.0006701905717151454, "loss": 1.5353, "theoretical_loss": 3.6417059079218097, "tokens_seen": 1110769664 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.49183207750320435, "objective/train/docs_used": 406993, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.438286542892456, "objective/train/original_loss": 1.438286304473877, "objective/train/theoretical_loss": 3.6416860127573765, "objective/train/tokens_used": 1131295200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24259105324745178, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504164695739746, "objective/train/weighted_lm_loss": 1.5104471445083618, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.6416860127573765, "tokens_seen": 1110835200 }, { "epoch": 0.34, "learning_rate": 0.0006701705115346038, "loss": 1.4714, "theoretical_loss": 3.6416860127573765, "tokens_seen": 1110835200 }, { "epoch": 0.34, "learning_rate": 0.0006701504513540622, "loss": 1.4823, "theoretical_loss": 3.6416661190952944, "tokens_seen": 1110900736 }, { "epoch": 0.34, "learning_rate": 0.0006701303911735206, "loss": 1.6122, "theoretical_loss": 3.641646226935361, "tokens_seen": 1110966272 }, { "epoch": 0.34, "learning_rate": 0.0006701103309929789, "loss": 1.674, "theoretical_loss": 3.6416263362773744, "tokens_seen": 1111031808 }, { "epoch": 0.34, "learning_rate": 0.0006700902708124374, "loss": 1.4617, "theoretical_loss": 3.6416064471211325, "tokens_seen": 1111097344 }, { "epoch": 0.34, "learning_rate": 0.0006700702106318956, "loss": 1.492, "theoretical_loss": 3.641586559466434, "tokens_seen": 1111162880 }, { "epoch": 0.34, "learning_rate": 0.0006700501504513541, "loss": 1.5999, "theoretical_loss": 3.641566673313076, "tokens_seen": 1111228416 }, { "epoch": 0.34, "learning_rate": 0.0006700300902708124, "loss": 1.5639, "theoretical_loss": 3.6415467886608575, "tokens_seen": 1111293952 }, { "epoch": 0.34, "learning_rate": 0.0006700100300902708, "loss": 1.6939, "theoretical_loss": 3.6415269055095765, "tokens_seen": 1111359488 }, { "epoch": 0.34, "learning_rate": 0.0006699899699097292, "loss": 1.5531, "theoretical_loss": 3.6415070238590306, "tokens_seen": 1111425024 }, { "epoch": 0.34, "learning_rate": 0.0006699699097291876, "loss": 1.5656, "theoretical_loss": 3.6414871437090186, "tokens_seen": 1111490560 }, { "epoch": 0.34, "learning_rate": 0.0006699498495486459, "loss": 1.5503, "theoretical_loss": 3.641467265059339, "tokens_seen": 1111556096 }, { "epoch": 0.34, "learning_rate": 0.0006699297893681043, "loss": 1.567, "theoretical_loss": 3.6414473879097895, "tokens_seen": 1111621632 }, { "epoch": 0.34, "learning_rate": 0.0006699097291875627, "loss": 1.533, "theoretical_loss": 3.6414275122601687, "tokens_seen": 1111687168 }, { "epoch": 0.34, "learning_rate": 0.0006698896690070211, "loss": 1.5059, "theoretical_loss": 3.641407638110275, "tokens_seen": 1111752704 }, { "epoch": 0.34, "learning_rate": 0.0006698696088264794, "loss": 1.6057, "theoretical_loss": 3.641387765459907, "tokens_seen": 1111818240 }, { "epoch": 0.34, "learning_rate": 0.0006698495486459378, "loss": 1.5804, "theoretical_loss": 3.641367894308863, "tokens_seen": 1111883776 }, { "epoch": 0.34, "learning_rate": 0.0006698294884653961, "loss": 1.4995, "theoretical_loss": 3.641348024656942, "tokens_seen": 1111949312 }, { "epoch": 0.34, "learning_rate": 0.0006698094282848546, "loss": 1.4966, "theoretical_loss": 3.641328156503942, "tokens_seen": 1112014848 }, { "epoch": 0.34, "learning_rate": 0.0006697893681043129, "loss": 1.5413, "theoretical_loss": 3.6413082898496616, "tokens_seen": 1112080384 }, { "epoch": 0.34, "learning_rate": 0.0006697693079237713, "loss": 1.4707, "theoretical_loss": 3.6412884246938995, "tokens_seen": 1112145920 }, { "epoch": 0.34, "learning_rate": 0.0006697492477432297, "loss": 1.5835, "theoretical_loss": 3.641268561036455, "tokens_seen": 1112211456 }, { "epoch": 0.34, "learning_rate": 0.0006697291875626881, "loss": 1.603, "theoretical_loss": 3.6412486988771255, "tokens_seen": 1112276992 }, { "epoch": 0.34, "learning_rate": 0.0006697091273821464, "loss": 1.4749, "theoretical_loss": 3.641228838215711, "tokens_seen": 1112342528 }, { "epoch": 0.34, "learning_rate": 0.0006696890672016049, "loss": 1.5096, "theoretical_loss": 3.6412089790520095, "tokens_seen": 1112408064 }, { "epoch": 0.34, "learning_rate": 0.0006696690070210632, "loss": 1.3982, "theoretical_loss": 3.6411891213858203, "tokens_seen": 1112473600 }, { "epoch": 0.34, "learning_rate": 0.0006696489468405216, "loss": 1.576, "theoretical_loss": 3.6411692652169423, "tokens_seen": 1112539136 }, { "epoch": 0.34, "learning_rate": 0.00066962888665998, "loss": 1.5046, "theoretical_loss": 3.641149410545174, "tokens_seen": 1112604672 }, { "epoch": 0.34, "learning_rate": 0.0006696088264794383, "loss": 1.53, "theoretical_loss": 3.6411295573703146, "tokens_seen": 1112670208 }, { "epoch": 0.34, "learning_rate": 0.0006695887662988968, "loss": 1.5805, "theoretical_loss": 3.6411097056921626, "tokens_seen": 1112735744 }, { "epoch": 0.34, "learning_rate": 0.000669568706118355, "loss": 1.5279, "theoretical_loss": 3.641089855510518, "tokens_seen": 1112801280 }, { "epoch": 0.34, "learning_rate": 0.0006695486459378135, "loss": 1.554, "theoretical_loss": 3.6410700068251796, "tokens_seen": 1112866816 }, { "epoch": 0.34, "learning_rate": 0.0006695285857572719, "loss": 1.5354, "theoretical_loss": 3.6410501596359457, "tokens_seen": 1112932352 }, { "epoch": 0.34, "learning_rate": 0.0006695085255767302, "loss": 1.4089, "theoretical_loss": 3.641030313942616, "tokens_seen": 1112997888 }, { "epoch": 0.34, "learning_rate": 0.0006694884653961886, "loss": 1.444, "theoretical_loss": 3.64101046974499, "tokens_seen": 1113063424 }, { "epoch": 0.34, "learning_rate": 0.0006694684052156471, "loss": 1.5257, "theoretical_loss": 3.6409906270428665, "tokens_seen": 1113128960 }, { "epoch": 0.34, "learning_rate": 0.0006694483450351053, "loss": 1.5058, "theoretical_loss": 3.640970785836045, "tokens_seen": 1113194496 }, { "epoch": 0.34, "learning_rate": 0.0006694282848545638, "loss": 1.4851, "theoretical_loss": 3.6409509461243243, "tokens_seen": 1113260032 }, { "epoch": 0.34, "learning_rate": 0.000669408224674022, "loss": 1.539, "theoretical_loss": 3.640931107907504, "tokens_seen": 1113325568 }, { "epoch": 0.34, "learning_rate": 0.0006693881644934805, "loss": 1.6791, "theoretical_loss": 3.640911271185384, "tokens_seen": 1113391104 }, { "epoch": 0.34, "learning_rate": 0.0006693681043129389, "loss": 1.3848, "theoretical_loss": 3.640891435957763, "tokens_seen": 1113456640 }, { "epoch": 0.34, "learning_rate": 0.0006693480441323972, "loss": 1.5505, "theoretical_loss": 3.6408716022244407, "tokens_seen": 1113522176 }, { "epoch": 0.34, "learning_rate": 0.0006693279839518556, "loss": 1.6537, "theoretical_loss": 3.6408517699852165, "tokens_seen": 1113587712 }, { "epoch": 0.34, "learning_rate": 0.000669307923771314, "loss": 1.5527, "theoretical_loss": 3.64083193923989, "tokens_seen": 1113653248 }, { "epoch": 0.34, "learning_rate": 0.0006692878635907723, "loss": 1.5077, "theoretical_loss": 3.640812109988261, "tokens_seen": 1113718784 }, { "epoch": 0.34, "learning_rate": 0.0006692678034102308, "loss": 1.6569, "theoretical_loss": 3.6407922822301284, "tokens_seen": 1113784320 }, { "epoch": 0.34, "learning_rate": 0.000669247743229689, "loss": 1.6587, "theoretical_loss": 3.640772455965293, "tokens_seen": 1113849856 }, { "epoch": 0.34, "learning_rate": 0.0006692276830491475, "loss": 1.5518, "theoretical_loss": 3.6407526311935534, "tokens_seen": 1113915392 }, { "epoch": 0.34, "learning_rate": 0.0006692076228686058, "loss": 1.4521, "theoretical_loss": 3.64073280791471, "tokens_seen": 1113980928 }, { "epoch": 0.34, "learning_rate": 0.0006691875626880642, "loss": 1.4879, "theoretical_loss": 3.6407129861285625, "tokens_seen": 1114046464 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.49177318811416626, "objective/train/docs_used": 408181, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3918049335479736, "objective/train/original_loss": 1.3918049335479736, "objective/train/theoretical_loss": 3.64069316583491, "objective/train/tokens_used": 1134572000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24233345687389374, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050409197807312, "objective/train/weighted_lm_loss": 1.4619276523590088, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.64069316583491, "tokens_seen": 1114112000 }, { "epoch": 0.34, "learning_rate": 0.0006691675025075226, "loss": 1.4236, "theoretical_loss": 3.64069316583491, "tokens_seen": 1114112000 }, { "epoch": 0.34, "learning_rate": 0.000669147442326981, "loss": 1.5193, "theoretical_loss": 3.6406733470335535, "tokens_seen": 1114177536 }, { "epoch": 0.34, "learning_rate": 0.0006691273821464393, "loss": 1.57, "theoretical_loss": 3.6406535297242915, "tokens_seen": 1114243072 }, { "epoch": 0.34, "learning_rate": 0.0006691073219658978, "loss": 1.501, "theoretical_loss": 3.640633713906925, "tokens_seen": 1114308608 }, { "epoch": 0.34, "learning_rate": 0.000669087261785356, "loss": 1.5394, "theoretical_loss": 3.640613899581253, "tokens_seen": 1114374144 }, { "epoch": 0.34, "learning_rate": 0.0006690672016048145, "loss": 1.4764, "theoretical_loss": 3.640594086747077, "tokens_seen": 1114439680 }, { "epoch": 0.34, "learning_rate": 0.0006690471414242728, "loss": 1.6153, "theoretical_loss": 3.6405742754041954, "tokens_seen": 1114505216 }, { "epoch": 0.34, "learning_rate": 0.0006690270812437312, "loss": 1.4947, "theoretical_loss": 3.64055446555241, "tokens_seen": 1114570752 }, { "epoch": 0.34, "learning_rate": 0.0006690070210631896, "loss": 1.7836, "theoretical_loss": 3.6405346571915187, "tokens_seen": 1114636288 }, { "epoch": 0.34, "learning_rate": 0.000668986960882648, "loss": 1.6291, "theoretical_loss": 3.640514850321323, "tokens_seen": 1114701824 }, { "epoch": 0.34, "learning_rate": 0.0006689669007021063, "loss": 1.5191, "theoretical_loss": 3.6404950449416233, "tokens_seen": 1114767360 }, { "epoch": 0.34, "learning_rate": 0.0006689468405215647, "loss": 1.4682, "theoretical_loss": 3.6404752410522194, "tokens_seen": 1114832896 }, { "epoch": 0.34, "learning_rate": 0.000668926780341023, "loss": 1.5589, "theoretical_loss": 3.6404554386529115, "tokens_seen": 1114898432 }, { "epoch": 0.34, "learning_rate": 0.0006689067201604815, "loss": 1.5834, "theoretical_loss": 3.6404356377435, "tokens_seen": 1114963968 }, { "epoch": 0.34, "learning_rate": 0.0006688866599799398, "loss": 1.4854, "theoretical_loss": 3.6404158383237855, "tokens_seen": 1115029504 }, { "epoch": 0.34, "learning_rate": 0.0006688665997993982, "loss": 1.443, "theoretical_loss": 3.640396040393568, "tokens_seen": 1115095040 }, { "epoch": 0.34, "learning_rate": 0.0006688465396188565, "loss": 1.3722, "theoretical_loss": 3.640376243952648, "tokens_seen": 1115160576 }, { "epoch": 0.34, "learning_rate": 0.000668826479438315, "loss": 1.4882, "theoretical_loss": 3.6403564490008256, "tokens_seen": 1115226112 }, { "epoch": 0.34, "learning_rate": 0.0006688064192577733, "loss": 1.5665, "theoretical_loss": 3.640336655537902, "tokens_seen": 1115291648 }, { "epoch": 0.34, "learning_rate": 0.0006687863590772317, "loss": 1.4497, "theoretical_loss": 3.640316863563678, "tokens_seen": 1115357184 }, { "epoch": 0.34, "learning_rate": 0.0006687662988966901, "loss": 1.3922, "theoretical_loss": 3.640297073077953, "tokens_seen": 1115422720 }, { "epoch": 0.34, "learning_rate": 0.0006687462387161485, "loss": 1.518, "theoretical_loss": 3.6402772840805278, "tokens_seen": 1115488256 }, { "epoch": 0.34, "learning_rate": 0.0006687261785356068, "loss": 1.5526, "theoretical_loss": 3.640257496571204, "tokens_seen": 1115553792 }, { "epoch": 0.34, "learning_rate": 0.0006687061183550653, "loss": 1.6628, "theoretical_loss": 3.6402377105497816, "tokens_seen": 1115619328 }, { "epoch": 0.34, "learning_rate": 0.0006686860581745235, "loss": 1.6309, "theoretical_loss": 3.640217926016061, "tokens_seen": 1115684864 }, { "epoch": 0.34, "learning_rate": 0.000668665997993982, "loss": 1.5087, "theoretical_loss": 3.640198142969844, "tokens_seen": 1115750400 }, { "epoch": 0.34, "learning_rate": 0.0006686459378134403, "loss": 1.5161, "theoretical_loss": 3.6401783614109307, "tokens_seen": 1115815936 }, { "epoch": 0.34, "learning_rate": 0.0006686258776328987, "loss": 1.5411, "theoretical_loss": 3.6401585813391217, "tokens_seen": 1115881472 }, { "epoch": 0.34, "learning_rate": 0.0006686058174523571, "loss": 1.4933, "theoretical_loss": 3.6401388027542185, "tokens_seen": 1115947008 }, { "epoch": 0.34, "learning_rate": 0.0006685857572718154, "loss": 1.501, "theoretical_loss": 3.6401190256560216, "tokens_seen": 1116012544 }, { "epoch": 0.34, "learning_rate": 0.0006685656970912738, "loss": 1.4655, "theoretical_loss": 3.640099250044332, "tokens_seen": 1116078080 }, { "epoch": 0.34, "learning_rate": 0.0006685456369107323, "loss": 1.3823, "theoretical_loss": 3.6400794759189514, "tokens_seen": 1116143616 }, { "epoch": 0.34, "learning_rate": 0.0006685255767301905, "loss": 1.4341, "theoretical_loss": 3.6400597032796798, "tokens_seen": 1116209152 }, { "epoch": 0.34, "learning_rate": 0.000668505516549649, "loss": 1.5672, "theoretical_loss": 3.6400399321263186, "tokens_seen": 1116274688 }, { "epoch": 0.34, "learning_rate": 0.0006684854563691072, "loss": 1.6057, "theoretical_loss": 3.6400201624586694, "tokens_seen": 1116340224 }, { "epoch": 0.34, "learning_rate": 0.0006684653961885657, "loss": 1.5134, "theoretical_loss": 3.6400003942765324, "tokens_seen": 1116405760 }, { "epoch": 0.34, "learning_rate": 0.0006684453360080241, "loss": 1.4611, "theoretical_loss": 3.6399806275797095, "tokens_seen": 1116471296 }, { "epoch": 0.34, "learning_rate": 0.0006684252758274824, "loss": 1.5756, "theoretical_loss": 3.6399608623680018, "tokens_seen": 1116536832 }, { "epoch": 0.34, "learning_rate": 0.0006684052156469408, "loss": 1.491, "theoretical_loss": 3.63994109864121, "tokens_seen": 1116602368 }, { "epoch": 0.34, "learning_rate": 0.0006683851554663993, "loss": 1.5806, "theoretical_loss": 3.6399213363991367, "tokens_seen": 1116667904 }, { "epoch": 0.34, "learning_rate": 0.0006683650952858575, "loss": 1.5781, "theoretical_loss": 3.639901575641582, "tokens_seen": 1116733440 }, { "epoch": 0.34, "learning_rate": 0.000668345035105316, "loss": 1.4311, "theoretical_loss": 3.639881816368348, "tokens_seen": 1116798976 }, { "epoch": 0.34, "learning_rate": 0.0006683249749247742, "loss": 1.6, "theoretical_loss": 3.6398620585792356, "tokens_seen": 1116864512 }, { "epoch": 0.34, "learning_rate": 0.0006683049147442327, "loss": 1.5427, "theoretical_loss": 3.6398423022740465, "tokens_seen": 1116930048 }, { "epoch": 0.34, "learning_rate": 0.0006682848545636911, "loss": 1.5047, "theoretical_loss": 3.6398225474525816, "tokens_seen": 1116995584 }, { "epoch": 0.34, "learning_rate": 0.0006682647943831494, "loss": 1.4524, "theoretical_loss": 3.639802794114644, "tokens_seen": 1117061120 }, { "epoch": 0.34, "learning_rate": 0.0006682447342026078, "loss": 1.4831, "theoretical_loss": 3.6397830422600332, "tokens_seen": 1117126656 }, { "epoch": 0.34, "learning_rate": 0.0006682246740220662, "loss": 1.4988, "theoretical_loss": 3.6397632918885527, "tokens_seen": 1117192192 }, { "epoch": 0.34, "learning_rate": 0.0006682046138415245, "loss": 1.5099, "theoretical_loss": 3.639743543000003, "tokens_seen": 1117257728 }, { "epoch": 0.34, "learning_rate": 0.000668184553660983, "loss": 1.4568, "theoretical_loss": 3.639723795594186, "tokens_seen": 1117323264 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.4931054711341858, "objective/train/docs_used": 409409, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.501597285270691, "objective/train/original_loss": 1.5015971660614014, "objective/train/theoretical_loss": 3.639704049670904, "objective/train/tokens_used": 1137848800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2436681091785431, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505492687225342, "objective/train/weighted_lm_loss": 1.5774556398391724, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.639704049670904, "tokens_seen": 1117388800 }, { "epoch": 0.34, "learning_rate": 0.0006681644934804414, "loss": 1.4698, "theoretical_loss": 3.639704049670904, "tokens_seen": 1117388800 }, { "epoch": 0.34, "learning_rate": 0.0006681444332998997, "loss": 1.5725, "theoretical_loss": 3.6396843052299577, "tokens_seen": 1117454336 }, { "epoch": 0.34, "learning_rate": 0.0006681243731193582, "loss": 1.4831, "theoretical_loss": 3.6396645622711494, "tokens_seen": 1117519872 }, { "epoch": 0.34, "learning_rate": 0.0006681043129388164, "loss": 1.4928, "theoretical_loss": 3.639644820794281, "tokens_seen": 1117585408 }, { "epoch": 0.34, "learning_rate": 0.0006680842527582749, "loss": 1.5463, "theoretical_loss": 3.6396250807991546, "tokens_seen": 1117650944 }, { "epoch": 0.34, "learning_rate": 0.0006680641925777332, "loss": 1.6097, "theoretical_loss": 3.639605342285572, "tokens_seen": 1117716480 }, { "epoch": 0.34, "learning_rate": 0.0006680441323971916, "loss": 1.6019, "theoretical_loss": 3.639585605253335, "tokens_seen": 1117782016 }, { "epoch": 0.34, "learning_rate": 0.00066802407221665, "loss": 1.4866, "theoretical_loss": 3.6395658697022455, "tokens_seen": 1117847552 }, { "epoch": 0.34, "learning_rate": 0.0006680040120361084, "loss": 1.5032, "theoretical_loss": 3.6395461356321053, "tokens_seen": 1117913088 }, { "epoch": 0.34, "learning_rate": 0.0006679839518555667, "loss": 1.5896, "theoretical_loss": 3.6395264030427166, "tokens_seen": 1117978624 }, { "epoch": 0.34, "learning_rate": 0.0006679638916750251, "loss": 1.4753, "theoretical_loss": 3.639506671933882, "tokens_seen": 1118044160 }, { "epoch": 0.34, "learning_rate": 0.0006679438314944835, "loss": 1.5221, "theoretical_loss": 3.6394869423054037, "tokens_seen": 1118109696 }, { "epoch": 0.34, "learning_rate": 0.0006679237713139419, "loss": 1.5349, "theoretical_loss": 3.639467214157083, "tokens_seen": 1118175232 }, { "epoch": 0.34, "learning_rate": 0.0006679037111334002, "loss": 1.4838, "theoretical_loss": 3.639447487488723, "tokens_seen": 1118240768 }, { "epoch": 0.34, "learning_rate": 0.0006678836509528586, "loss": 1.5044, "theoretical_loss": 3.639427762300125, "tokens_seen": 1118306304 }, { "epoch": 0.34, "learning_rate": 0.0006678635907723169, "loss": 1.5651, "theoretical_loss": 3.6394080385910925, "tokens_seen": 1118371840 }, { "epoch": 0.34, "learning_rate": 0.0006678435305917754, "loss": 1.5018, "theoretical_loss": 3.6393883163614267, "tokens_seen": 1118437376 }, { "epoch": 0.34, "learning_rate": 0.0006678234704112337, "loss": 1.6203, "theoretical_loss": 3.6393685956109305, "tokens_seen": 1118502912 }, { "epoch": 0.34, "learning_rate": 0.0006678034102306921, "loss": 1.481, "theoretical_loss": 3.6393488763394064, "tokens_seen": 1118568448 }, { "epoch": 0.34, "learning_rate": 0.0006677833500501505, "loss": 1.5037, "theoretical_loss": 3.6393291585466567, "tokens_seen": 1118633984 }, { "epoch": 0.34, "learning_rate": 0.0006677632898696089, "loss": 1.4657, "theoretical_loss": 3.6393094422324834, "tokens_seen": 1118699520 }, { "epoch": 0.34, "learning_rate": 0.0006677432296890672, "loss": 1.5845, "theoretical_loss": 3.63928972739669, "tokens_seen": 1118765056 }, { "epoch": 0.34, "learning_rate": 0.0006677231695085257, "loss": 1.5, "theoretical_loss": 3.639270014039078, "tokens_seen": 1118830592 }, { "epoch": 0.34, "learning_rate": 0.0006677031093279839, "loss": 1.6351, "theoretical_loss": 3.6392503021594513, "tokens_seen": 1118896128 }, { "epoch": 0.34, "learning_rate": 0.0006676830491474424, "loss": 1.4443, "theoretical_loss": 3.6392305917576113, "tokens_seen": 1118961664 }, { "epoch": 0.34, "learning_rate": 0.0006676629889669007, "loss": 1.5275, "theoretical_loss": 3.6392108828333614, "tokens_seen": 1119027200 }, { "epoch": 0.34, "learning_rate": 0.0006676429287863591, "loss": 1.4588, "theoretical_loss": 3.6391911753865034, "tokens_seen": 1119092736 }, { "epoch": 0.34, "learning_rate": 0.0006676228686058175, "loss": 1.549, "theoretical_loss": 3.639171469416841, "tokens_seen": 1119158272 }, { "epoch": 0.34, "learning_rate": 0.0006676028084252758, "loss": 1.5681, "theoretical_loss": 3.639151764924177, "tokens_seen": 1119223808 }, { "epoch": 0.34, "learning_rate": 0.0006675827482447342, "loss": 1.4645, "theoretical_loss": 3.6391320619083136, "tokens_seen": 1119289344 }, { "epoch": 0.34, "learning_rate": 0.0006675626880641927, "loss": 1.6047, "theoretical_loss": 3.639112360369054, "tokens_seen": 1119354880 }, { "epoch": 0.34, "learning_rate": 0.0006675426278836509, "loss": 1.6076, "theoretical_loss": 3.6390926603062006, "tokens_seen": 1119420416 }, { "epoch": 0.34, "learning_rate": 0.0006675225677031094, "loss": 1.6338, "theoretical_loss": 3.639072961719558, "tokens_seen": 1119485952 }, { "epoch": 0.34, "learning_rate": 0.0006675025075225676, "loss": 1.4835, "theoretical_loss": 3.6390532646089264, "tokens_seen": 1119551488 }, { "epoch": 0.34, "learning_rate": 0.0006674824473420261, "loss": 1.5437, "theoretical_loss": 3.6390335689741113, "tokens_seen": 1119617024 }, { "epoch": 0.34, "learning_rate": 0.0006674623871614845, "loss": 1.5972, "theoretical_loss": 3.6390138748149146, "tokens_seen": 1119682560 }, { "epoch": 0.34, "learning_rate": 0.0006674423269809428, "loss": 1.483, "theoretical_loss": 3.63899418213114, "tokens_seen": 1119748096 }, { "epoch": 0.34, "learning_rate": 0.0006674222668004012, "loss": 1.5184, "theoretical_loss": 3.6389744909225894, "tokens_seen": 1119813632 }, { "epoch": 0.34, "learning_rate": 0.0006674022066198597, "loss": 1.564, "theoretical_loss": 3.638954801189067, "tokens_seen": 1119879168 }, { "epoch": 0.34, "learning_rate": 0.0006673821464393179, "loss": 1.5438, "theoretical_loss": 3.638935112930376, "tokens_seen": 1119944704 }, { "epoch": 0.34, "learning_rate": 0.0006673620862587764, "loss": 1.6092, "theoretical_loss": 3.638915426146319, "tokens_seen": 1120010240 }, { "epoch": 0.34, "learning_rate": 0.0006673420260782346, "loss": 1.4609, "theoretical_loss": 3.6388957408367, "tokens_seen": 1120075776 }, { "epoch": 0.34, "learning_rate": 0.0006673219658976931, "loss": 1.6196, "theoretical_loss": 3.6388760570013226, "tokens_seen": 1120141312 }, { "epoch": 0.34, "learning_rate": 0.0006673019057171515, "loss": 1.5341, "theoretical_loss": 3.638856374639989, "tokens_seen": 1120206848 }, { "epoch": 0.34, "learning_rate": 0.0006672818455366098, "loss": 1.4712, "theoretical_loss": 3.638836693752503, "tokens_seen": 1120272384 }, { "epoch": 0.34, "learning_rate": 0.0006672617853560682, "loss": 1.4441, "theoretical_loss": 3.6388170143386676, "tokens_seen": 1120337920 }, { "epoch": 0.34, "learning_rate": 0.0006672417251755266, "loss": 1.5418, "theoretical_loss": 3.6387973363982877, "tokens_seen": 1120403456 }, { "epoch": 0.34, "learning_rate": 0.0006672216649949849, "loss": 1.5421, "theoretical_loss": 3.638777659931166, "tokens_seen": 1120468992 }, { "epoch": 0.34, "learning_rate": 0.0006672016048144434, "loss": 1.3859, "theoretical_loss": 3.6387579849371052, "tokens_seen": 1120534528 }, { "epoch": 0.34, "learning_rate": 0.0006671815446339017, "loss": 1.5479, "theoretical_loss": 3.63873831141591, "tokens_seen": 1120600064 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.49377286434173584, "objective/train/docs_used": 410712, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4162588119506836, "objective/train/original_loss": 1.416258692741394, "objective/train/theoretical_loss": 3.638718639367384, "objective/train/tokens_used": 1141125600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24424436688423157, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506190061569214, "objective/train/weighted_lm_loss": 1.4879770278930664, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.638718639367384, "tokens_seen": 1120665600 }, { "epoch": 0.34, "learning_rate": 0.0006671614844533601, "loss": 1.4985, "theoretical_loss": 3.638718639367384, "tokens_seen": 1120665600 }, { "epoch": 0.34, "learning_rate": 0.0006671414242728185, "loss": 1.6083, "theoretical_loss": 3.63869896879133, "tokens_seen": 1120731136 }, { "epoch": 0.34, "learning_rate": 0.0006671213640922768, "loss": 1.5754, "theoretical_loss": 3.6386792996875523, "tokens_seen": 1120796672 }, { "epoch": 0.34, "learning_rate": 0.0006671013039117352, "loss": 1.4914, "theoretical_loss": 3.638659632055855, "tokens_seen": 1120862208 }, { "epoch": 0.34, "learning_rate": 0.0006671013039117352, "loss": 1.4383, "theoretical_loss": 3.638639965896041, "tokens_seen": 1120927744 }, { "epoch": 0.34, "learning_rate": 0.0006670812437311936, "loss": 1.5948, "theoretical_loss": 3.638620301207914, "tokens_seen": 1120993280 }, { "epoch": 0.34, "learning_rate": 0.0006670611835506519, "loss": 1.5867, "theoretical_loss": 3.6386006379912788, "tokens_seen": 1121058816 }, { "epoch": 0.34, "learning_rate": 0.0006670411233701104, "loss": 1.5531, "theoretical_loss": 3.638580976245939, "tokens_seen": 1121124352 }, { "epoch": 0.34, "learning_rate": 0.0006670411233701104, "loss": 1.6071, "theoretical_loss": 3.638561315971698, "tokens_seen": 1121189888 }, { "epoch": 0.34, "learning_rate": 0.0006670210631895687, "loss": 1.4117, "theoretical_loss": 3.63854165716836, "tokens_seen": 1121255424 }, { "epoch": 0.34, "learning_rate": 0.0006670010030090271, "loss": 1.6251, "theoretical_loss": 3.6385219998357297, "tokens_seen": 1121320960 }, { "epoch": 0.34, "learning_rate": 0.0006669809428284854, "loss": 1.5006, "theoretical_loss": 3.6385023439736095, "tokens_seen": 1121386496 }, { "epoch": 0.34, "learning_rate": 0.0006669608826479439, "loss": 1.5169, "theoretical_loss": 3.638482689581805, "tokens_seen": 1121452032 }, { "epoch": 0.34, "learning_rate": 0.0006669408224674022, "loss": 1.5568, "theoretical_loss": 3.63846303666012, "tokens_seen": 1121517568 }, { "epoch": 0.34, "learning_rate": 0.0006669207622868606, "loss": 1.4929, "theoretical_loss": 3.638443385208358, "tokens_seen": 1121583104 }, { "epoch": 0.34, "learning_rate": 0.0006669007021063189, "loss": 1.4969, "theoretical_loss": 3.638423735226324, "tokens_seen": 1121648640 }, { "epoch": 0.34, "learning_rate": 0.0006668806419257773, "loss": 1.3986, "theoretical_loss": 3.6384040867138214, "tokens_seen": 1121714176 }, { "epoch": 0.34, "learning_rate": 0.0006668605817452357, "loss": 1.7276, "theoretical_loss": 3.638384439670655, "tokens_seen": 1121779712 }, { "epoch": 0.34, "learning_rate": 0.0006668405215646941, "loss": 1.47, "theoretical_loss": 3.6383647940966286, "tokens_seen": 1121845248 }, { "epoch": 0.34, "learning_rate": 0.0006668204613841524, "loss": 1.5032, "theoretical_loss": 3.638345149991547, "tokens_seen": 1121910784 }, { "epoch": 0.34, "learning_rate": 0.0006668004012036109, "loss": 1.5864, "theoretical_loss": 3.6383255073552148, "tokens_seen": 1121976320 }, { "epoch": 0.34, "learning_rate": 0.0006667803410230692, "loss": 1.3964, "theoretical_loss": 3.6383058661874355, "tokens_seen": 1122041856 }, { "epoch": 0.34, "learning_rate": 0.0006667602808425276, "loss": 1.5943, "theoretical_loss": 3.638286226488014, "tokens_seen": 1122107392 }, { "epoch": 0.34, "learning_rate": 0.000666740220661986, "loss": 1.6291, "theoretical_loss": 3.6382665882567555, "tokens_seen": 1122172928 }, { "epoch": 0.34, "learning_rate": 0.0006667201604814443, "loss": 1.5961, "theoretical_loss": 3.638246951493463, "tokens_seen": 1122238464 }, { "epoch": 0.34, "learning_rate": 0.0006667001003009027, "loss": 1.5283, "theoretical_loss": 3.638227316197943, "tokens_seen": 1122304000 }, { "epoch": 0.34, "learning_rate": 0.0006666800401203611, "loss": 1.6116, "theoretical_loss": 3.6382076823699983, "tokens_seen": 1122369536 }, { "epoch": 0.34, "learning_rate": 0.0006666599799398195, "loss": 1.4802, "theoretical_loss": 3.6381880500094343, "tokens_seen": 1122435072 }, { "epoch": 0.34, "learning_rate": 0.0006666399197592779, "loss": 1.4905, "theoretical_loss": 3.6381684191160555, "tokens_seen": 1122500608 }, { "epoch": 0.34, "learning_rate": 0.0006666198595787362, "loss": 1.5167, "theoretical_loss": 3.6381487896896667, "tokens_seen": 1122566144 }, { "epoch": 0.34, "learning_rate": 0.0006665997993981946, "loss": 1.496, "theoretical_loss": 3.638129161730073, "tokens_seen": 1122631680 }, { "epoch": 0.34, "learning_rate": 0.0006665797392176531, "loss": 1.4268, "theoretical_loss": 3.6381095352370787, "tokens_seen": 1122697216 }, { "epoch": 0.34, "learning_rate": 0.0006665596790371113, "loss": 1.533, "theoretical_loss": 3.638089910210488, "tokens_seen": 1122762752 }, { "epoch": 0.34, "learning_rate": 0.0006665396188565698, "loss": 1.5558, "theoretical_loss": 3.6380702866501076, "tokens_seen": 1122828288 }, { "epoch": 0.34, "learning_rate": 0.000666519558676028, "loss": 1.543, "theoretical_loss": 3.638050664555741, "tokens_seen": 1122893824 }, { "epoch": 0.34, "learning_rate": 0.0006664994984954865, "loss": 1.604, "theoretical_loss": 3.6380310439271932, "tokens_seen": 1122959360 }, { "epoch": 0.34, "learning_rate": 0.0006664794383149449, "loss": 1.5582, "theoretical_loss": 3.638011424764269, "tokens_seen": 1123024896 }, { "epoch": 0.34, "learning_rate": 0.0006664593781344032, "loss": 1.4186, "theoretical_loss": 3.637991807066774, "tokens_seen": 1123090432 }, { "epoch": 0.34, "learning_rate": 0.0006664393179538616, "loss": 1.4087, "theoretical_loss": 3.637972190834513, "tokens_seen": 1123155968 }, { "epoch": 0.34, "learning_rate": 0.0006664192577733201, "loss": 1.5302, "theoretical_loss": 3.637952576067291, "tokens_seen": 1123221504 }, { "epoch": 0.34, "learning_rate": 0.0006663991975927783, "loss": 1.4838, "theoretical_loss": 3.6379329627649137, "tokens_seen": 1123287040 }, { "epoch": 0.34, "learning_rate": 0.0006663791374122368, "loss": 1.4943, "theoretical_loss": 3.6379133509271853, "tokens_seen": 1123352576 }, { "epoch": 0.34, "learning_rate": 0.000666359077231695, "loss": 1.5055, "theoretical_loss": 3.6378937405539116, "tokens_seen": 1123418112 }, { "epoch": 0.34, "learning_rate": 0.0006663390170511535, "loss": 1.4844, "theoretical_loss": 3.6378741316448977, "tokens_seen": 1123483648 }, { "epoch": 0.34, "learning_rate": 0.0006663189568706119, "loss": 1.5155, "theoretical_loss": 3.6378545241999487, "tokens_seen": 1123549184 }, { "epoch": 0.34, "learning_rate": 0.0006662988966900702, "loss": 1.5629, "theoretical_loss": 3.6378349182188696, "tokens_seen": 1123614720 }, { "epoch": 0.34, "learning_rate": 0.0006662788365095286, "loss": 1.483, "theoretical_loss": 3.637815313701467, "tokens_seen": 1123680256 }, { "epoch": 0.34, "learning_rate": 0.000666258776328987, "loss": 1.6015, "theoretical_loss": 3.637795710647545, "tokens_seen": 1123745792 }, { "epoch": 0.34, "learning_rate": 0.0006662387161484453, "loss": 1.4915, "theoretical_loss": 3.637776109056909, "tokens_seen": 1123811328 }, { "epoch": 0.34, "learning_rate": 0.0006662186559679038, "loss": 1.6193, "theoretical_loss": 3.6377565089293658, "tokens_seen": 1123876864 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.4895123243331909, "objective/train/docs_used": 411904, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2212467193603516, "objective/train/original_loss": 1.2212467193603516, "objective/train/theoretical_loss": 3.637736910264719, "objective/train/tokens_used": 1144402400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24087874591350555, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501755475997925, "objective/train/weighted_lm_loss": 1.282314419746399, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.7788007855415344, "theoretical_loss": 3.637736910264719, "tokens_seen": 1123942400 }, { "epoch": 0.34, "learning_rate": 0.000666198595787362, "loss": 1.3801, "theoretical_loss": 3.637736910264719, "tokens_seen": 1123942400 }, { "epoch": 0.34, "learning_rate": 0.0006661785356068205, "loss": 1.5557, "theoretical_loss": 3.637717313062776, "tokens_seen": 1124007936 }, { "epoch": 0.34, "learning_rate": 0.0006661584754262789, "loss": 1.5091, "theoretical_loss": 3.6376977173233405, "tokens_seen": 1124073472 }, { "epoch": 0.34, "learning_rate": 0.0006661384152457372, "loss": 1.4532, "theoretical_loss": 3.6376781230462196, "tokens_seen": 1124139008 }, { "epoch": 0.34, "learning_rate": 0.0006661183550651956, "loss": 1.5229, "theoretical_loss": 3.6376585302312185, "tokens_seen": 1124204544 }, { "epoch": 0.34, "learning_rate": 0.000666098294884654, "loss": 1.5403, "theoretical_loss": 3.6376389388781427, "tokens_seen": 1124270080 }, { "epoch": 0.34, "learning_rate": 0.0006660782347041123, "loss": 1.4593, "theoretical_loss": 3.6376193489867976, "tokens_seen": 1124335616 }, { "epoch": 0.34, "learning_rate": 0.0006660581745235708, "loss": 1.5296, "theoretical_loss": 3.6375997605569896, "tokens_seen": 1124401152 }, { "epoch": 0.34, "learning_rate": 0.0006660381143430291, "loss": 1.62, "theoretical_loss": 3.6375801735885243, "tokens_seen": 1124466688 }, { "epoch": 0.34, "learning_rate": 0.0006660180541624875, "loss": 1.5516, "theoretical_loss": 3.6375605880812074, "tokens_seen": 1124532224 }, { "epoch": 0.34, "learning_rate": 0.0006659979939819458, "loss": 1.4873, "theoretical_loss": 3.6375410040348446, "tokens_seen": 1124597760 }, { "epoch": 0.34, "learning_rate": 0.0006659779338014043, "loss": 1.4446, "theoretical_loss": 3.637521421449242, "tokens_seen": 1124663296 }, { "epoch": 0.34, "learning_rate": 0.0006659578736208626, "loss": 1.4611, "theoretical_loss": 3.6375018403242056, "tokens_seen": 1124728832 }, { "epoch": 0.34, "learning_rate": 0.000665937813440321, "loss": 1.4969, "theoretical_loss": 3.6374822606595414, "tokens_seen": 1124794368 }, { "epoch": 0.34, "learning_rate": 0.0006659177532597793, "loss": 1.4332, "theoretical_loss": 3.637462682455055, "tokens_seen": 1124859904 }, { "epoch": 0.34, "learning_rate": 0.0006658976930792377, "loss": 1.4892, "theoretical_loss": 3.6374431057105525, "tokens_seen": 1124925440 }, { "epoch": 0.34, "learning_rate": 0.0006658776328986961, "loss": 1.5167, "theoretical_loss": 3.6374235304258407, "tokens_seen": 1124990976 }, { "epoch": 0.34, "learning_rate": 0.0006658575727181545, "loss": 1.5773, "theoretical_loss": 3.637403956600725, "tokens_seen": 1125056512 }, { "epoch": 0.34, "learning_rate": 0.0006658375125376128, "loss": 1.4672, "theoretical_loss": 3.6373843842350118, "tokens_seen": 1125122048 }, { "epoch": 0.34, "learning_rate": 0.0006658174523570713, "loss": 1.6615, "theoretical_loss": 3.637364813328507, "tokens_seen": 1125187584 }, { "epoch": 0.34, "learning_rate": 0.0006657973921765296, "loss": 1.4925, "theoretical_loss": 3.6373452438810174, "tokens_seen": 1125253120 }, { "epoch": 0.34, "learning_rate": 0.000665777331995988, "loss": 1.5937, "theoretical_loss": 3.637325675892349, "tokens_seen": 1125318656 }, { "epoch": 0.34, "learning_rate": 0.0006657572718154463, "loss": 1.4333, "theoretical_loss": 3.637306109362308, "tokens_seen": 1125384192 }, { "epoch": 0.34, "learning_rate": 0.0006657372116349047, "loss": 1.5045, "theoretical_loss": 3.6372865442907, "tokens_seen": 1125449728 }, { "epoch": 0.34, "learning_rate": 0.0006657171514543631, "loss": 1.5736, "theoretical_loss": 3.6372669806773334, "tokens_seen": 1125515264 }, { "epoch": 0.34, "learning_rate": 0.0006656970912738215, "loss": 1.4393, "theoretical_loss": 3.637247418522013, "tokens_seen": 1125580800 }, { "epoch": 0.34, "learning_rate": 0.0006656770310932798, "loss": 1.5155, "theoretical_loss": 3.6372278578245454, "tokens_seen": 1125646336 }, { "epoch": 0.34, "learning_rate": 0.0006656569709127383, "loss": 1.5218, "theoretical_loss": 3.637208298584737, "tokens_seen": 1125711872 }, { "epoch": 0.34, "learning_rate": 0.0006656369107321965, "loss": 1.5647, "theoretical_loss": 3.6371887408023955, "tokens_seen": 1125777408 }, { "epoch": 0.34, "learning_rate": 0.000665616850551655, "loss": 1.4288, "theoretical_loss": 3.637169184477326, "tokens_seen": 1125842944 }, { "epoch": 0.34, "learning_rate": 0.0006655967903711134, "loss": 1.4995, "theoretical_loss": 3.6371496296093357, "tokens_seen": 1125908480 }, { "epoch": 0.34, "learning_rate": 0.0006655767301905717, "loss": 1.5453, "theoretical_loss": 3.6371300761982317, "tokens_seen": 1125974016 }, { "epoch": 0.34, "learning_rate": 0.0006655566700100301, "loss": 1.5403, "theoretical_loss": 3.6371105242438198, "tokens_seen": 1126039552 }, { "epoch": 0.34, "learning_rate": 0.0006655366098294884, "loss": 1.6351, "theoretical_loss": 3.6370909737459067, "tokens_seen": 1126105088 }, { "epoch": 0.34, "learning_rate": 0.0006655165496489468, "loss": 1.4208, "theoretical_loss": 3.6370714247043003, "tokens_seen": 1126170624 }, { "epoch": 0.34, "learning_rate": 0.0006654964894684053, "loss": 1.4991, "theoretical_loss": 3.6370518771188065, "tokens_seen": 1126236160 }, { "epoch": 0.34, "learning_rate": 0.0006654764292878635, "loss": 1.4554, "theoretical_loss": 3.637032330989232, "tokens_seen": 1126301696 }, { "epoch": 0.34, "learning_rate": 0.000665456369107322, "loss": 1.4619, "theoretical_loss": 3.6370127863153843, "tokens_seen": 1126367232 }, { "epoch": 0.34, "learning_rate": 0.0006654363089267804, "loss": 1.62, "theoretical_loss": 3.6369932430970695, "tokens_seen": 1126432768 }, { "epoch": 0.34, "learning_rate": 0.0006654162487462387, "loss": 1.5745, "theoretical_loss": 3.636973701334095, "tokens_seen": 1126498304 }, { "epoch": 0.34, "learning_rate": 0.0006653961885656971, "loss": 1.6293, "theoretical_loss": 3.636954161026268, "tokens_seen": 1126563840 }, { "epoch": 0.34, "learning_rate": 0.0006653761283851554, "loss": 1.5239, "theoretical_loss": 3.636934622173395, "tokens_seen": 1126629376 }, { "epoch": 0.34, "learning_rate": 0.0006653560682046138, "loss": 1.5977, "theoretical_loss": 3.6369150847752834, "tokens_seen": 1126694912 }, { "epoch": 0.34, "learning_rate": 0.0006653360080240723, "loss": 1.5292, "theoretical_loss": 3.63689554883174, "tokens_seen": 1126760448 }, { "epoch": 0.34, "learning_rate": 0.0006653159478435305, "loss": 1.3729, "theoretical_loss": 3.6368760143425716, "tokens_seen": 1126825984 }, { "epoch": 0.34, "learning_rate": 0.000665295887662989, "loss": 1.6491, "theoretical_loss": 3.6368564813075865, "tokens_seen": 1126891520 }, { "epoch": 0.34, "learning_rate": 0.0006652758274824473, "loss": 1.5743, "theoretical_loss": 3.6368369497265913, "tokens_seen": 1126957056 }, { "epoch": 0.34, "learning_rate": 0.0006652557673019057, "loss": 1.5287, "theoretical_loss": 3.6368174195993923, "tokens_seen": 1127022592 }, { "epoch": 0.34, "learning_rate": 0.0006652357071213641, "loss": 1.5089, "theoretical_loss": 3.636797890925798, "tokens_seen": 1127088128 }, { "epoch": 0.34, "learning_rate": 0.0006652156469408225, "loss": 1.5243, "theoretical_loss": 3.6367783637056155, "tokens_seen": 1127153664 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.48264655470848083, "objective/train/docs_used": 413086, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5066636800765991, "objective/train/original_loss": 1.5066636800765991, "objective/train/theoretical_loss": 3.6367588379386513, "objective/train/tokens_used": 1147679200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23538316786289215, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.049461007118225, "objective/train/weighted_lm_loss": 1.581547498703003, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6367588379386513, "tokens_seen": 1127219200 }, { "epoch": 0.34, "learning_rate": 0.0006651955867602808, "loss": 1.4409, "theoretical_loss": 3.6367588379386513, "tokens_seen": 1127219200 }, { "epoch": 0.34, "learning_rate": 0.0006651755265797393, "loss": 1.6045, "theoretical_loss": 3.636739313624714, "tokens_seen": 1127284736 }, { "epoch": 0.34, "learning_rate": 0.0006651554663991976, "loss": 1.4842, "theoretical_loss": 3.63671979076361, "tokens_seen": 1127350272 }, { "epoch": 0.34, "learning_rate": 0.000665135406218656, "loss": 1.5789, "theoretical_loss": 3.6367002693551473, "tokens_seen": 1127415808 }, { "epoch": 0.34, "learning_rate": 0.0006651153460381144, "loss": 1.5472, "theoretical_loss": 3.636680749399133, "tokens_seen": 1127481344 }, { "epoch": 0.34, "learning_rate": 0.0006650952858575727, "loss": 1.4914, "theoretical_loss": 3.636661230895375, "tokens_seen": 1127546880 }, { "epoch": 0.34, "learning_rate": 0.0006650752256770312, "loss": 1.5042, "theoretical_loss": 3.6366417138436806, "tokens_seen": 1127612416 }, { "epoch": 0.34, "learning_rate": 0.0006650551654964895, "loss": 1.6118, "theoretical_loss": 3.636622198243858, "tokens_seen": 1127677952 }, { "epoch": 0.34, "learning_rate": 0.0006650351053159479, "loss": 1.4878, "theoretical_loss": 3.6366026840957133, "tokens_seen": 1127743488 }, { "epoch": 0.34, "learning_rate": 0.0006650150451354062, "loss": 1.5912, "theoretical_loss": 3.6365831713990557, "tokens_seen": 1127809024 }, { "epoch": 0.34, "learning_rate": 0.0006649949849548647, "loss": 1.515, "theoretical_loss": 3.6365636601536924, "tokens_seen": 1127874560 }, { "epoch": 0.34, "learning_rate": 0.000664974924774323, "loss": 1.5722, "theoretical_loss": 3.6365441503594305, "tokens_seen": 1127940096 }, { "epoch": 0.34, "learning_rate": 0.0006649548645937814, "loss": 1.5701, "theoretical_loss": 3.636524642016079, "tokens_seen": 1128005632 }, { "epoch": 0.34, "learning_rate": 0.0006649348044132397, "loss": 1.4992, "theoretical_loss": 3.636505135123445, "tokens_seen": 1128071168 }, { "epoch": 0.34, "learning_rate": 0.0006649147442326981, "loss": 1.5608, "theoretical_loss": 3.6364856296813364, "tokens_seen": 1128136704 }, { "epoch": 0.34, "learning_rate": 0.0006648946840521565, "loss": 1.5508, "theoretical_loss": 3.636466125689561, "tokens_seen": 1128202240 }, { "epoch": 0.34, "learning_rate": 0.0006648746238716149, "loss": 1.4929, "theoretical_loss": 3.636446623147927, "tokens_seen": 1128267776 }, { "epoch": 0.34, "learning_rate": 0.0006648545636910732, "loss": 1.5721, "theoretical_loss": 3.636427122056242, "tokens_seen": 1128333312 }, { "epoch": 0.34, "learning_rate": 0.0006648345035105317, "loss": 1.5222, "theoretical_loss": 3.636407622414314, "tokens_seen": 1128398848 }, { "epoch": 0.34, "learning_rate": 0.00066481444332999, "loss": 1.6117, "theoretical_loss": 3.636388124221952, "tokens_seen": 1128464384 }, { "epoch": 0.34, "learning_rate": 0.0006647943831494484, "loss": 1.5412, "theoretical_loss": 3.6363686274789626, "tokens_seen": 1128529920 }, { "epoch": 0.34, "learning_rate": 0.0006647743229689067, "loss": 1.5973, "theoretical_loss": 3.6363491321851544, "tokens_seen": 1128595456 }, { "epoch": 0.34, "learning_rate": 0.0006647542627883651, "loss": 1.3585, "theoretical_loss": 3.6363296383403365, "tokens_seen": 1128660992 }, { "epoch": 0.34, "learning_rate": 0.0006647342026078235, "loss": 1.5506, "theoretical_loss": 3.636310145944316, "tokens_seen": 1128726528 }, { "epoch": 0.34, "learning_rate": 0.0006647141424272819, "loss": 1.4953, "theoretical_loss": 3.6362906549969014, "tokens_seen": 1128792064 }, { "epoch": 0.34, "learning_rate": 0.0006646940822467402, "loss": 1.545, "theoretical_loss": 3.6362711654979005, "tokens_seen": 1128857600 }, { "epoch": 0.34, "learning_rate": 0.0006646740220661987, "loss": 1.6261, "theoretical_loss": 3.636251677447123, "tokens_seen": 1128923136 }, { "epoch": 0.34, "learning_rate": 0.0006646539618856569, "loss": 1.4922, "theoretical_loss": 3.6362321908443755, "tokens_seen": 1128988672 }, { "epoch": 0.34, "learning_rate": 0.0006646339017051154, "loss": 1.4033, "theoretical_loss": 3.6362127056894673, "tokens_seen": 1129054208 }, { "epoch": 0.34, "learning_rate": 0.0006646138415245738, "loss": 1.4341, "theoretical_loss": 3.6361932219822073, "tokens_seen": 1129119744 }, { "epoch": 0.34, "learning_rate": 0.0006645937813440321, "loss": 1.5042, "theoretical_loss": 3.6361737397224023, "tokens_seen": 1129185280 }, { "epoch": 0.34, "learning_rate": 0.0006645737211634905, "loss": 1.4776, "theoretical_loss": 3.6361542589098623, "tokens_seen": 1129250816 }, { "epoch": 0.34, "learning_rate": 0.0006645536609829488, "loss": 1.7504, "theoretical_loss": 3.6361347795443955, "tokens_seen": 1129316352 }, { "epoch": 0.34, "learning_rate": 0.0006645336008024072, "loss": 1.5657, "theoretical_loss": 3.6361153016258094, "tokens_seen": 1129381888 }, { "epoch": 0.34, "learning_rate": 0.0006645135406218657, "loss": 1.448, "theoretical_loss": 3.6360958251539137, "tokens_seen": 1129447424 }, { "epoch": 0.34, "learning_rate": 0.0006644934804413239, "loss": 1.5111, "theoretical_loss": 3.6360763501285165, "tokens_seen": 1129512960 }, { "epoch": 0.34, "learning_rate": 0.0006644734202607824, "loss": 1.5176, "theoretical_loss": 3.636056876549427, "tokens_seen": 1129578496 }, { "epoch": 0.34, "learning_rate": 0.0006644533600802408, "loss": 1.5054, "theoretical_loss": 3.6360374044164536, "tokens_seen": 1129644032 }, { "epoch": 0.34, "learning_rate": 0.0006644332998996991, "loss": 1.5127, "theoretical_loss": 3.6360179337294047, "tokens_seen": 1129709568 }, { "epoch": 0.34, "learning_rate": 0.0006644132397191575, "loss": 1.5905, "theoretical_loss": 3.6359984644880896, "tokens_seen": 1129775104 }, { "epoch": 0.34, "learning_rate": 0.0006643931795386158, "loss": 1.4408, "theoretical_loss": 3.6359789966923164, "tokens_seen": 1129840640 }, { "epoch": 0.34, "learning_rate": 0.0006643731193580742, "loss": 1.5381, "theoretical_loss": 3.6359595303418946, "tokens_seen": 1129906176 }, { "epoch": 0.34, "learning_rate": 0.0006643530591775327, "loss": 1.6096, "theoretical_loss": 3.6359400654366327, "tokens_seen": 1129971712 }, { "epoch": 0.34, "learning_rate": 0.0006643329989969909, "loss": 1.5907, "theoretical_loss": 3.6359206019763395, "tokens_seen": 1130037248 }, { "epoch": 0.34, "learning_rate": 0.0006643129388164494, "loss": 1.6017, "theoretical_loss": 3.6359011399608243, "tokens_seen": 1130102784 }, { "epoch": 0.34, "learning_rate": 0.0006642928786359077, "loss": 1.4441, "theoretical_loss": 3.635881679389896, "tokens_seen": 1130168320 }, { "epoch": 0.34, "learning_rate": 0.0006642728184553661, "loss": 1.4024, "theoretical_loss": 3.6358622202633635, "tokens_seen": 1130233856 }, { "epoch": 0.34, "learning_rate": 0.0006642527582748245, "loss": 1.6564, "theoretical_loss": 3.635842762581036, "tokens_seen": 1130299392 }, { "epoch": 0.34, "learning_rate": 0.0006642326980942829, "loss": 1.6374, "theoretical_loss": 3.6358233063427225, "tokens_seen": 1130364928 }, { "epoch": 0.34, "learning_rate": 0.0006642126379137412, "loss": 1.4949, "theoretical_loss": 3.635803851548232, "tokens_seen": 1130430464 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.49409815669059753, "objective/train/docs_used": 414307, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5959542989730835, "objective/train/original_loss": 1.595954179763794, "objective/train/theoretical_loss": 3.635784398197374, "objective/train/tokens_used": 1150956000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24457332491874695, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506532192230225, "objective/train/weighted_lm_loss": 1.6768319606781006, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.635784398197374, "tokens_seen": 1130496000 }, { "epoch": 0.34, "learning_rate": 0.0006641925777331997, "loss": 1.5663, "theoretical_loss": 3.635784398197374, "tokens_seen": 1130496000 }, { "epoch": 0.34, "learning_rate": 0.0006641725175526579, "loss": 1.4019, "theoretical_loss": 3.635764946289957, "tokens_seen": 1130561536 }, { "epoch": 0.34, "learning_rate": 0.0006641524573721164, "loss": 1.4147, "theoretical_loss": 3.635745495825791, "tokens_seen": 1130627072 }, { "epoch": 0.34, "learning_rate": 0.0006641323971915747, "loss": 1.4487, "theoretical_loss": 3.635726046804685, "tokens_seen": 1130692608 }, { "epoch": 0.34, "learning_rate": 0.0006641123370110331, "loss": 1.4409, "theoretical_loss": 3.635706599226448, "tokens_seen": 1130758144 }, { "epoch": 0.34, "learning_rate": 0.0006640922768304915, "loss": 1.4457, "theoretical_loss": 3.63568715309089, "tokens_seen": 1130823680 }, { "epoch": 0.34, "learning_rate": 0.0006640722166499499, "loss": 1.5871, "theoretical_loss": 3.63566770839782, "tokens_seen": 1130889216 }, { "epoch": 0.34, "learning_rate": 0.0006640521564694082, "loss": 1.5299, "theoretical_loss": 3.635648265147047, "tokens_seen": 1130954752 }, { "epoch": 0.34, "learning_rate": 0.0006640320962888666, "loss": 1.6043, "theoretical_loss": 3.635628823338381, "tokens_seen": 1131020288 }, { "epoch": 0.34, "learning_rate": 0.000664012036108325, "loss": 1.5576, "theoretical_loss": 3.635609382971632, "tokens_seen": 1131085824 }, { "epoch": 0.34, "learning_rate": 0.0006639919759277834, "loss": 1.3979, "theoretical_loss": 3.6355899440466075, "tokens_seen": 1131151360 }, { "epoch": 0.34, "learning_rate": 0.0006639719157472417, "loss": 1.4355, "theoretical_loss": 3.63557050656312, "tokens_seen": 1131216896 }, { "epoch": 0.34, "learning_rate": 0.0006639518555667001, "loss": 1.5444, "theoretical_loss": 3.635551070520976, "tokens_seen": 1131282432 }, { "epoch": 0.34, "learning_rate": 0.0006639317953861584, "loss": 1.4927, "theoretical_loss": 3.635531635919988, "tokens_seen": 1131347968 }, { "epoch": 0.34, "learning_rate": 0.0006639117352056169, "loss": 1.5198, "theoretical_loss": 3.635512202759964, "tokens_seen": 1131413504 }, { "epoch": 0.34, "learning_rate": 0.0006638916750250752, "loss": 1.5611, "theoretical_loss": 3.6354927710407132, "tokens_seen": 1131479040 }, { "epoch": 0.34, "learning_rate": 0.0006638716148445336, "loss": 1.5329, "theoretical_loss": 3.6354733407620468, "tokens_seen": 1131544576 }, { "epoch": 0.34, "learning_rate": 0.000663851554663992, "loss": 1.5282, "theoretical_loss": 3.635453911923774, "tokens_seen": 1131610112 }, { "epoch": 0.34, "learning_rate": 0.0006638314944834504, "loss": 1.422, "theoretical_loss": 3.635434484525704, "tokens_seen": 1131675648 }, { "epoch": 0.34, "learning_rate": 0.0006638114343029087, "loss": 1.6011, "theoretical_loss": 3.6354150585676477, "tokens_seen": 1131741184 }, { "epoch": 0.34, "learning_rate": 0.0006637913741223671, "loss": 1.543, "theoretical_loss": 3.6353956340494147, "tokens_seen": 1131806720 }, { "epoch": 0.34, "learning_rate": 0.0006637713139418254, "loss": 1.5293, "theoretical_loss": 3.635376210970814, "tokens_seen": 1131872256 }, { "epoch": 0.34, "learning_rate": 0.0006637512537612839, "loss": 1.5594, "theoretical_loss": 3.6353567893316567, "tokens_seen": 1131937792 }, { "epoch": 0.34, "learning_rate": 0.0006637311935807422, "loss": 1.49, "theoretical_loss": 3.6353373691317525, "tokens_seen": 1132003328 }, { "epoch": 0.34, "learning_rate": 0.0006637111334002006, "loss": 1.5612, "theoretical_loss": 3.6353179503709114, "tokens_seen": 1132068864 }, { "epoch": 0.34, "learning_rate": 0.000663691073219659, "loss": 1.4841, "theoretical_loss": 3.6352985330489425, "tokens_seen": 1132134400 }, { "epoch": 0.34, "learning_rate": 0.0006636710130391173, "loss": 1.5291, "theoretical_loss": 3.6352791171656573, "tokens_seen": 1132199936 }, { "epoch": 0.34, "learning_rate": 0.0006636509528585758, "loss": 1.5272, "theoretical_loss": 3.6352597027208655, "tokens_seen": 1132265472 }, { "epoch": 0.34, "learning_rate": 0.0006636308926780342, "loss": 1.5654, "theoretical_loss": 3.6352402897143774, "tokens_seen": 1132331008 }, { "epoch": 0.34, "learning_rate": 0.0006636108324974925, "loss": 1.4974, "theoretical_loss": 3.6352208781460025, "tokens_seen": 1132396544 }, { "epoch": 0.34, "learning_rate": 0.0006635907723169509, "loss": 1.4923, "theoretical_loss": 3.635201468015551, "tokens_seen": 1132462080 }, { "epoch": 0.34, "learning_rate": 0.0006635707121364092, "loss": 1.4821, "theoretical_loss": 3.6351820593228346, "tokens_seen": 1132527616 }, { "epoch": 0.34, "learning_rate": 0.0006635506519558676, "loss": 1.6252, "theoretical_loss": 3.6351626520676623, "tokens_seen": 1132593152 }, { "epoch": 0.34, "learning_rate": 0.0006635305917753261, "loss": 1.4719, "theoretical_loss": 3.635143246249845, "tokens_seen": 1132658688 }, { "epoch": 0.34, "learning_rate": 0.0006635105315947843, "loss": 1.4817, "theoretical_loss": 3.635123841869193, "tokens_seen": 1132724224 }, { "epoch": 0.34, "learning_rate": 0.0006634904714142428, "loss": 1.4959, "theoretical_loss": 3.6351044389255165, "tokens_seen": 1132789760 }, { "epoch": 0.34, "learning_rate": 0.0006634704112337012, "loss": 1.5964, "theoretical_loss": 3.6350850374186265, "tokens_seen": 1132855296 }, { "epoch": 0.34, "learning_rate": 0.0006634503510531595, "loss": 1.6481, "theoretical_loss": 3.6350656373483328, "tokens_seen": 1132920832 }, { "epoch": 0.34, "learning_rate": 0.0006634302908726179, "loss": 1.4177, "theoretical_loss": 3.6350462387144464, "tokens_seen": 1132986368 }, { "epoch": 0.34, "learning_rate": 0.0006634102306920762, "loss": 1.6254, "theoretical_loss": 3.6350268415167775, "tokens_seen": 1133051904 }, { "epoch": 0.34, "learning_rate": 0.0006633901705115346, "loss": 1.5289, "theoretical_loss": 3.635007445755137, "tokens_seen": 1133117440 }, { "epoch": 0.34, "learning_rate": 0.0006633701103309931, "loss": 1.4952, "theoretical_loss": 3.6349880514293353, "tokens_seen": 1133182976 }, { "epoch": 0.34, "learning_rate": 0.0006633500501504513, "loss": 1.4765, "theoretical_loss": 3.634968658539184, "tokens_seen": 1133248512 }, { "epoch": 0.34, "learning_rate": 0.0006633299899699098, "loss": 1.6614, "theoretical_loss": 3.6349492670844925, "tokens_seen": 1133314048 }, { "epoch": 0.34, "learning_rate": 0.0006633099297893681, "loss": 1.5941, "theoretical_loss": 3.634929877065072, "tokens_seen": 1133379584 }, { "epoch": 0.34, "learning_rate": 0.0006632898696088265, "loss": 1.5764, "theoretical_loss": 3.6349104884807337, "tokens_seen": 1133445120 }, { "epoch": 0.34, "learning_rate": 0.0006632698094282849, "loss": 1.4683, "theoretical_loss": 3.6348911013312883, "tokens_seen": 1133510656 }, { "epoch": 0.34, "learning_rate": 0.0006632497492477433, "loss": 1.4854, "theoretical_loss": 3.634871715616546, "tokens_seen": 1133576192 }, { "epoch": 0.34, "learning_rate": 0.0006632296890672016, "loss": 1.4202, "theoretical_loss": 3.634852331336319, "tokens_seen": 1133641728 }, { "epoch": 0.34, "learning_rate": 0.0006632096288866601, "loss": 1.5881, "theoretical_loss": 3.6348329484904163, "tokens_seen": 1133707264 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.4936368763446808, "objective/train/docs_used": 415442, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.442875862121582, "objective/train/original_loss": 1.442875623703003, "objective/train/theoretical_loss": 3.6348135670786506, "objective/train/tokens_used": 1154232800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24388210475444794, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506036281585693, "objective/train/weighted_lm_loss": 1.5157884359359741, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.6348135670786506, "tokens_seen": 1133772800 }, { "epoch": 0.34, "learning_rate": 0.0006631895687061183, "loss": 1.5384, "theoretical_loss": 3.6348135670786506, "tokens_seen": 1133772800 }, { "epoch": 0.34, "learning_rate": 0.0006631695085255768, "loss": 1.5697, "theoretical_loss": 3.634794187100832, "tokens_seen": 1133838336 }, { "epoch": 0.34, "learning_rate": 0.0006631494483450351, "loss": 1.4626, "theoretical_loss": 3.634774808556772, "tokens_seen": 1133903872 }, { "epoch": 0.34, "learning_rate": 0.0006631293881644935, "loss": 1.585, "theoretical_loss": 3.6347554314462815, "tokens_seen": 1133969408 }, { "epoch": 0.34, "learning_rate": 0.0006631093279839519, "loss": 1.4939, "theoretical_loss": 3.6347360557691712, "tokens_seen": 1134034944 }, { "epoch": 0.34, "learning_rate": 0.0006630892678034103, "loss": 1.532, "theoretical_loss": 3.634716681525253, "tokens_seen": 1134100480 }, { "epoch": 0.34, "learning_rate": 0.0006630692076228686, "loss": 1.5383, "theoretical_loss": 3.6346973087143377, "tokens_seen": 1134166016 }, { "epoch": 0.34, "learning_rate": 0.000663049147442327, "loss": 1.4681, "theoretical_loss": 3.634677937336236, "tokens_seen": 1134231552 }, { "epoch": 0.34, "learning_rate": 0.0006630290872617853, "loss": 1.5083, "theoretical_loss": 3.63465856739076, "tokens_seen": 1134297088 }, { "epoch": 0.34, "learning_rate": 0.0006630090270812438, "loss": 1.5806, "theoretical_loss": 3.634639198877721, "tokens_seen": 1134362624 }, { "epoch": 0.34, "learning_rate": 0.0006629889669007021, "loss": 1.475, "theoretical_loss": 3.63461983179693, "tokens_seen": 1134428160 }, { "epoch": 0.34, "learning_rate": 0.0006629689067201605, "loss": 1.5333, "theoretical_loss": 3.6346004661481977, "tokens_seen": 1134493696 }, { "epoch": 0.34, "learning_rate": 0.0006629488465396188, "loss": 1.5086, "theoretical_loss": 3.634581101931336, "tokens_seen": 1134559232 }, { "epoch": 0.34, "learning_rate": 0.0006629287863590773, "loss": 1.5998, "theoretical_loss": 3.6345617391461573, "tokens_seen": 1134624768 }, { "epoch": 0.34, "learning_rate": 0.0006629087261785356, "loss": 1.5175, "theoretical_loss": 3.6345423777924717, "tokens_seen": 1134690304 }, { "epoch": 0.34, "learning_rate": 0.000662888665997994, "loss": 1.5022, "theoretical_loss": 3.634523017870091, "tokens_seen": 1134755840 }, { "epoch": 0.34, "learning_rate": 0.0006628686058174524, "loss": 1.5548, "theoretical_loss": 3.6345036593788276, "tokens_seen": 1134821376 }, { "epoch": 0.34, "learning_rate": 0.0006628485456369108, "loss": 1.617, "theoretical_loss": 3.6344843023184916, "tokens_seen": 1134886912 }, { "epoch": 0.34, "learning_rate": 0.0006628284854563691, "loss": 1.5035, "theoretical_loss": 3.6344649466888956, "tokens_seen": 1134952448 }, { "epoch": 0.34, "learning_rate": 0.0006628084252758275, "loss": 1.6062, "theoretical_loss": 3.6344455924898518, "tokens_seen": 1135017984 }, { "epoch": 0.34, "learning_rate": 0.0006627883650952858, "loss": 1.4773, "theoretical_loss": 3.6344262397211704, "tokens_seen": 1135083520 }, { "epoch": 0.34, "learning_rate": 0.0006627683049147443, "loss": 1.6155, "theoretical_loss": 3.6344068883826646, "tokens_seen": 1135149056 }, { "epoch": 0.34, "learning_rate": 0.0006627482447342026, "loss": 1.5463, "theoretical_loss": 3.6343875384741446, "tokens_seen": 1135214592 }, { "epoch": 0.34, "learning_rate": 0.000662728184553661, "loss": 1.5409, "theoretical_loss": 3.634368189995423, "tokens_seen": 1135280128 }, { "epoch": 0.34, "learning_rate": 0.0006627081243731194, "loss": 1.4537, "theoretical_loss": 3.6343488429463124, "tokens_seen": 1135345664 }, { "epoch": 0.34, "learning_rate": 0.0006626880641925777, "loss": 1.6322, "theoretical_loss": 3.6343294973266236, "tokens_seen": 1135411200 }, { "epoch": 0.34, "learning_rate": 0.0006626680040120361, "loss": 1.4818, "theoretical_loss": 3.634310153136169, "tokens_seen": 1135476736 }, { "epoch": 0.34, "learning_rate": 0.0006626479438314946, "loss": 1.5325, "theoretical_loss": 3.6342908103747593, "tokens_seen": 1135542272 }, { "epoch": 0.34, "learning_rate": 0.0006626278836509528, "loss": 1.5946, "theoretical_loss": 3.634271469042208, "tokens_seen": 1135607808 }, { "epoch": 0.34, "learning_rate": 0.0006626078234704113, "loss": 1.5763, "theoretical_loss": 3.6342521291383267, "tokens_seen": 1135673344 }, { "epoch": 0.34, "learning_rate": 0.0006625877632898695, "loss": 1.4376, "theoretical_loss": 3.634232790662927, "tokens_seen": 1135738880 }, { "epoch": 0.34, "learning_rate": 0.000662567703109328, "loss": 1.4785, "theoretical_loss": 3.6342134536158217, "tokens_seen": 1135804416 }, { "epoch": 0.34, "learning_rate": 0.0006625476429287864, "loss": 1.4799, "theoretical_loss": 3.634194117996822, "tokens_seen": 1135869952 }, { "epoch": 0.34, "learning_rate": 0.0006625275827482447, "loss": 1.4997, "theoretical_loss": 3.634174783805741, "tokens_seen": 1135935488 }, { "epoch": 0.34, "learning_rate": 0.0006625075225677031, "loss": 1.4997, "theoretical_loss": 3.6341554510423904, "tokens_seen": 1136001024 }, { "epoch": 0.34, "learning_rate": 0.0006624874623871616, "loss": 1.4749, "theoretical_loss": 3.6341361197065822, "tokens_seen": 1136066560 }, { "epoch": 0.34, "learning_rate": 0.0006624674022066198, "loss": 1.566, "theoretical_loss": 3.634116789798129, "tokens_seen": 1136132096 }, { "epoch": 0.34, "learning_rate": 0.0006624473420260783, "loss": 1.5859, "theoretical_loss": 3.634097461316842, "tokens_seen": 1136197632 }, { "epoch": 0.34, "learning_rate": 0.0006624272818455365, "loss": 1.5708, "theoretical_loss": 3.6340781342625355, "tokens_seen": 1136263168 }, { "epoch": 0.34, "learning_rate": 0.000662407221664995, "loss": 1.6836, "theoretical_loss": 3.6340588086350207, "tokens_seen": 1136328704 }, { "epoch": 0.34, "learning_rate": 0.0006623871614844534, "loss": 1.4645, "theoretical_loss": 3.6340394844341097, "tokens_seen": 1136394240 }, { "epoch": 0.34, "learning_rate": 0.0006623671013039117, "loss": 1.4954, "theoretical_loss": 3.634020161659616, "tokens_seen": 1136459776 }, { "epoch": 0.34, "learning_rate": 0.0006623470411233701, "loss": 1.6437, "theoretical_loss": 3.6340008403113506, "tokens_seen": 1136525312 }, { "epoch": 0.34, "learning_rate": 0.0006623269809428285, "loss": 1.5553, "theoretical_loss": 3.633981520389127, "tokens_seen": 1136590848 }, { "epoch": 0.34, "learning_rate": 0.0006623069207622868, "loss": 1.6139, "theoretical_loss": 3.6339622018927575, "tokens_seen": 1136656384 }, { "epoch": 0.34, "learning_rate": 0.0006622868605817453, "loss": 1.4774, "theoretical_loss": 3.633942884822055, "tokens_seen": 1136721920 }, { "epoch": 0.34, "learning_rate": 0.0006622668004012035, "loss": 1.5638, "theoretical_loss": 3.6339235691768312, "tokens_seen": 1136787456 }, { "epoch": 0.34, "learning_rate": 0.000662246740220662, "loss": 1.4781, "theoretical_loss": 3.6339042549569, "tokens_seen": 1136852992 }, { "epoch": 0.34, "learning_rate": 0.0006622266800401203, "loss": 1.5447, "theoretical_loss": 3.633884942162073, "tokens_seen": 1136918528 }, { "epoch": 0.34, "learning_rate": 0.0006622066198595787, "loss": 1.4265, "theoretical_loss": 3.6338656307921635, "tokens_seen": 1136984064 }, { "epoch": 0.34, "objective/train/advantage_avg": 0.4943179190158844, "objective/train/docs_used": 416597, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.522156834602356, "objective/train/original_loss": 1.5221569538116455, "objective/train/theoretical_loss": 3.633846320846984, "objective/train/tokens_used": 1157509600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24462522566318512, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050675392150879, "objective/train/weighted_lm_loss": 1.599177360534668, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.633846320846984, "tokens_seen": 1137049600 }, { "epoch": 0.34, "learning_rate": 0.0006621865596790371, "loss": 1.5439, "theoretical_loss": 3.633846320846984, "tokens_seen": 1137049600 }, { "epoch": 0.34, "learning_rate": 0.0006621664994984955, "loss": 1.5055, "theoretical_loss": 3.633827012326347, "tokens_seen": 1137115136 }, { "epoch": 0.34, "learning_rate": 0.0006621464393179539, "loss": 1.5373, "theoretical_loss": 3.6338077052300664, "tokens_seen": 1137180672 }, { "epoch": 0.34, "learning_rate": 0.0006621263791374123, "loss": 1.5716, "theoretical_loss": 3.633788399557954, "tokens_seen": 1137246208 }, { "epoch": 0.34, "learning_rate": 0.0006621063189568707, "loss": 1.4915, "theoretical_loss": 3.6337690953098223, "tokens_seen": 1137311744 }, { "epoch": 0.34, "learning_rate": 0.000662086258776329, "loss": 1.507, "theoretical_loss": 3.6337497924854856, "tokens_seen": 1137377280 }, { "epoch": 0.34, "learning_rate": 0.0006620661985957874, "loss": 1.3709, "theoretical_loss": 3.633730491084756, "tokens_seen": 1137442816 }, { "epoch": 0.34, "learning_rate": 0.0006620461384152457, "loss": 1.4709, "theoretical_loss": 3.6337111911074462, "tokens_seen": 1137508352 }, { "epoch": 0.34, "learning_rate": 0.0006620260782347042, "loss": 1.5312, "theoretical_loss": 3.6336918925533706, "tokens_seen": 1137573888 }, { "epoch": 0.34, "learning_rate": 0.0006620060180541625, "loss": 1.5646, "theoretical_loss": 3.633672595422341, "tokens_seen": 1137639424 }, { "epoch": 0.34, "learning_rate": 0.0006619859578736209, "loss": 1.5489, "theoretical_loss": 3.6336532997141706, "tokens_seen": 1137704960 }, { "epoch": 0.34, "learning_rate": 0.0006619658976930792, "loss": 1.5078, "theoretical_loss": 3.633634005428673, "tokens_seen": 1137770496 }, { "epoch": 0.34, "learning_rate": 0.0006619458375125377, "loss": 1.5488, "theoretical_loss": 3.633614712565661, "tokens_seen": 1137836032 }, { "epoch": 0.34, "learning_rate": 0.000661925777331996, "loss": 1.6215, "theoretical_loss": 3.633595421124948, "tokens_seen": 1137901568 }, { "epoch": 0.34, "learning_rate": 0.0006619057171514544, "loss": 1.7291, "theoretical_loss": 3.6335761311063473, "tokens_seen": 1137967104 }, { "epoch": 0.34, "learning_rate": 0.0006618856569709128, "loss": 1.5874, "theoretical_loss": 3.633556842509672, "tokens_seen": 1138032640 }, { "epoch": 0.34, "learning_rate": 0.0006618655967903712, "loss": 1.5728, "theoretical_loss": 3.633537555334735, "tokens_seen": 1138098176 }, { "epoch": 0.34, "learning_rate": 0.0006618455366098295, "loss": 1.524, "theoretical_loss": 3.6335182695813506, "tokens_seen": 1138163712 }, { "epoch": 0.34, "learning_rate": 0.000661825476429288, "loss": 1.5751, "theoretical_loss": 3.633498985249332, "tokens_seen": 1138229248 }, { "epoch": 0.34, "learning_rate": 0.0006618054162487462, "loss": 1.3827, "theoretical_loss": 3.6334797023384917, "tokens_seen": 1138294784 }, { "epoch": 0.34, "learning_rate": 0.0006617853560682047, "loss": 1.5908, "theoretical_loss": 3.6334604208486443, "tokens_seen": 1138360320 }, { "epoch": 0.34, "learning_rate": 0.000661765295887663, "loss": 1.558, "theoretical_loss": 3.6334411407796026, "tokens_seen": 1138425856 }, { "epoch": 0.34, "learning_rate": 0.0006617452357071214, "loss": 1.5151, "theoretical_loss": 3.63342186213118, "tokens_seen": 1138491392 }, { "epoch": 0.35, "learning_rate": 0.0006617251755265798, "loss": 1.5057, "theoretical_loss": 3.63340258490319, "tokens_seen": 1138556928 }, { "epoch": 0.35, "learning_rate": 0.0006617051153460381, "loss": 1.5667, "theoretical_loss": 3.6333833090954473, "tokens_seen": 1138622464 }, { "epoch": 0.35, "learning_rate": 0.0006616850551654965, "loss": 1.4971, "theoretical_loss": 3.633364034707765, "tokens_seen": 1138688000 }, { "epoch": 0.35, "learning_rate": 0.000661664994984955, "loss": 1.4758, "theoretical_loss": 3.6333447617399557, "tokens_seen": 1138753536 }, { "epoch": 0.35, "learning_rate": 0.0006616449348044132, "loss": 1.5025, "theoretical_loss": 3.633325490191834, "tokens_seen": 1138819072 }, { "epoch": 0.35, "learning_rate": 0.0006616248746238717, "loss": 1.5655, "theoretical_loss": 3.633306220063214, "tokens_seen": 1138884608 }, { "epoch": 0.35, "learning_rate": 0.0006616048144433299, "loss": 1.5165, "theoretical_loss": 3.6332869513539086, "tokens_seen": 1138950144 }, { "epoch": 0.35, "learning_rate": 0.0006615847542627884, "loss": 1.5827, "theoretical_loss": 3.6332676840637324, "tokens_seen": 1139015680 }, { "epoch": 0.35, "learning_rate": 0.0006615646940822468, "loss": 1.4748, "theoretical_loss": 3.6332484181924984, "tokens_seen": 1139081216 }, { "epoch": 0.35, "learning_rate": 0.0006615446339017051, "loss": 1.4649, "theoretical_loss": 3.633229153740021, "tokens_seen": 1139146752 }, { "epoch": 0.35, "learning_rate": 0.0006615245737211635, "loss": 1.6063, "theoretical_loss": 3.633209890706114, "tokens_seen": 1139212288 }, { "epoch": 0.35, "learning_rate": 0.000661504513540622, "loss": 1.6715, "theoretical_loss": 3.633190629090592, "tokens_seen": 1139277824 }, { "epoch": 0.35, "learning_rate": 0.0006614844533600802, "loss": 1.5509, "theoretical_loss": 3.633171368893268, "tokens_seen": 1139343360 }, { "epoch": 0.35, "learning_rate": 0.0006614643931795387, "loss": 1.5439, "theoretical_loss": 3.633152110113956, "tokens_seen": 1139408896 }, { "epoch": 0.35, "learning_rate": 0.0006614443329989969, "loss": 1.4997, "theoretical_loss": 3.633132852752471, "tokens_seen": 1139474432 }, { "epoch": 0.35, "learning_rate": 0.0006614242728184554, "loss": 1.5516, "theoretical_loss": 3.6331135968086263, "tokens_seen": 1139539968 }, { "epoch": 0.35, "learning_rate": 0.0006614042126379138, "loss": 1.4607, "theoretical_loss": 3.633094342282236, "tokens_seen": 1139605504 }, { "epoch": 0.35, "learning_rate": 0.0006613841524573721, "loss": 1.6195, "theoretical_loss": 3.633075089173115, "tokens_seen": 1139671040 }, { "epoch": 0.35, "learning_rate": 0.0006613640922768305, "loss": 1.5376, "theoretical_loss": 3.633055837481076, "tokens_seen": 1139736576 }, { "epoch": 0.35, "learning_rate": 0.0006613440320962889, "loss": 1.4353, "theoretical_loss": 3.633036587205935, "tokens_seen": 1139802112 }, { "epoch": 0.35, "learning_rate": 0.0006613239719157472, "loss": 1.5017, "theoretical_loss": 3.6330173383475053, "tokens_seen": 1139867648 }, { "epoch": 0.35, "learning_rate": 0.0006613039117352057, "loss": 1.5542, "theoretical_loss": 3.632998090905601, "tokens_seen": 1139933184 }, { "epoch": 0.35, "learning_rate": 0.0006612838515546639, "loss": 1.4944, "theoretical_loss": 3.6329788448800375, "tokens_seen": 1139998720 }, { "epoch": 0.35, "learning_rate": 0.0006612637913741224, "loss": 1.5667, "theoretical_loss": 3.6329596002706275, "tokens_seen": 1140064256 }, { "epoch": 0.35, "learning_rate": 0.0006612437311935807, "loss": 1.5029, "theoretical_loss": 3.632940357077187, "tokens_seen": 1140129792 }, { "epoch": 0.35, "learning_rate": 0.0006612236710130391, "loss": 1.5486, "theoretical_loss": 3.6329211152995295, "tokens_seen": 1140195328 }, { "epoch": 0.35, "learning_rate": 0.0006612036108324975, "loss": 1.5013, "theoretical_loss": 3.6329018749374695, "tokens_seen": 1140260864 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.493950754404068, "objective/train/docs_used": 417664, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4156428575515747, "objective/train/original_loss": 1.4156427383422852, "objective/train/theoretical_loss": 3.632882635990822, "objective/train/tokens_used": 1160786400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24437083303928375, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506374835968018, "objective/train/weighted_lm_loss": 1.487410306930542, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.632882635990822, "tokens_seen": 1140326400 }, { "epoch": 0.35, "learning_rate": 0.0006611835506519559, "loss": 1.5338, "theoretical_loss": 3.632882635990822, "tokens_seen": 1140326400 }, { "epoch": 0.35, "learning_rate": 0.0006611634904714142, "loss": 1.5769, "theoretical_loss": 3.632863398459402, "tokens_seen": 1140391936 }, { "epoch": 0.35, "learning_rate": 0.0006611434302908727, "loss": 1.5839, "theoretical_loss": 3.6328441623430225, "tokens_seen": 1140457472 }, { "epoch": 0.35, "learning_rate": 0.000661123370110331, "loss": 1.4914, "theoretical_loss": 3.632824927641499, "tokens_seen": 1140523008 }, { "epoch": 0.35, "learning_rate": 0.0006611033099297894, "loss": 1.5883, "theoretical_loss": 3.632805694354646, "tokens_seen": 1140588544 }, { "epoch": 0.35, "learning_rate": 0.0006610832497492477, "loss": 1.5367, "theoretical_loss": 3.632786462482279, "tokens_seen": 1140654080 }, { "epoch": 0.35, "learning_rate": 0.0006610631895687061, "loss": 1.5787, "theoretical_loss": 3.6327672320242117, "tokens_seen": 1140719616 }, { "epoch": 0.35, "learning_rate": 0.0006610431293881645, "loss": 1.5094, "theoretical_loss": 3.632748002980259, "tokens_seen": 1140785152 }, { "epoch": 0.35, "learning_rate": 0.0006610230692076229, "loss": 1.5405, "theoretical_loss": 3.6327287753502358, "tokens_seen": 1140850688 }, { "epoch": 0.35, "learning_rate": 0.0006610030090270812, "loss": 1.6194, "theoretical_loss": 3.6327095491339567, "tokens_seen": 1140916224 }, { "epoch": 0.35, "learning_rate": 0.0006609829488465396, "loss": 1.4677, "theoretical_loss": 3.632690324331237, "tokens_seen": 1140981760 }, { "epoch": 0.35, "learning_rate": 0.000660962888665998, "loss": 1.5156, "theoretical_loss": 3.6326711009418915, "tokens_seen": 1141047296 }, { "epoch": 0.35, "learning_rate": 0.0006609428284854564, "loss": 1.5608, "theoretical_loss": 3.632651878965735, "tokens_seen": 1141112832 }, { "epoch": 0.35, "learning_rate": 0.0006609227683049147, "loss": 1.5156, "theoretical_loss": 3.6326326584025823, "tokens_seen": 1141178368 }, { "epoch": 0.35, "learning_rate": 0.0006609027081243732, "loss": 1.482, "theoretical_loss": 3.632613439252249, "tokens_seen": 1141243904 }, { "epoch": 0.35, "learning_rate": 0.0006608826479438314, "loss": 1.4216, "theoretical_loss": 3.632594221514549, "tokens_seen": 1141309440 }, { "epoch": 0.35, "learning_rate": 0.0006608625877632899, "loss": 1.6121, "theoretical_loss": 3.632575005189299, "tokens_seen": 1141374976 }, { "epoch": 0.35, "learning_rate": 0.0006608425275827482, "loss": 1.5825, "theoretical_loss": 3.6325557902763124, "tokens_seen": 1141440512 }, { "epoch": 0.35, "learning_rate": 0.0006608224674022066, "loss": 1.534, "theoretical_loss": 3.632536576775405, "tokens_seen": 1141506048 }, { "epoch": 0.35, "learning_rate": 0.000660802407221665, "loss": 1.5507, "theoretical_loss": 3.6325173646863926, "tokens_seen": 1141571584 }, { "epoch": 0.35, "learning_rate": 0.0006607823470411234, "loss": 1.599, "theoretical_loss": 3.6324981540090895, "tokens_seen": 1141637120 }, { "epoch": 0.35, "learning_rate": 0.0006607622868605817, "loss": 1.4923, "theoretical_loss": 3.632478944743312, "tokens_seen": 1141702656 }, { "epoch": 0.35, "learning_rate": 0.0006607422266800402, "loss": 1.5676, "theoretical_loss": 3.6324597368888734, "tokens_seen": 1141768192 }, { "epoch": 0.35, "learning_rate": 0.0006607221664994984, "loss": 1.4495, "theoretical_loss": 3.6324405304455913, "tokens_seen": 1141833728 }, { "epoch": 0.35, "learning_rate": 0.0006607021063189569, "loss": 1.5584, "theoretical_loss": 3.6324213254132793, "tokens_seen": 1141899264 }, { "epoch": 0.35, "learning_rate": 0.0006606820461384152, "loss": 1.5133, "theoretical_loss": 3.632402121791754, "tokens_seen": 1141964800 }, { "epoch": 0.35, "learning_rate": 0.0006606619859578736, "loss": 1.571, "theoretical_loss": 3.63238291958083, "tokens_seen": 1142030336 }, { "epoch": 0.35, "learning_rate": 0.0006606419257773321, "loss": 1.5677, "theoretical_loss": 3.632363718780323, "tokens_seen": 1142095872 }, { "epoch": 0.35, "learning_rate": 0.0006606218655967903, "loss": 1.55, "theoretical_loss": 3.632344519390049, "tokens_seen": 1142161408 }, { "epoch": 0.35, "learning_rate": 0.0006606018054162488, "loss": 1.3726, "theoretical_loss": 3.6323253214098226, "tokens_seen": 1142226944 }, { "epoch": 0.35, "learning_rate": 0.0006605817452357072, "loss": 1.4808, "theoretical_loss": 3.63230612483946, "tokens_seen": 1142292480 }, { "epoch": 0.35, "learning_rate": 0.0006605616850551655, "loss": 1.5343, "theoretical_loss": 3.6322869296787763, "tokens_seen": 1142358016 }, { "epoch": 0.35, "learning_rate": 0.0006605416248746239, "loss": 1.5537, "theoretical_loss": 3.632267735927588, "tokens_seen": 1142423552 }, { "epoch": 0.35, "learning_rate": 0.0006605215646940824, "loss": 1.6257, "theoretical_loss": 3.6322485435857095, "tokens_seen": 1142489088 }, { "epoch": 0.35, "learning_rate": 0.0006605015045135406, "loss": 1.4507, "theoretical_loss": 3.632229352652957, "tokens_seen": 1142554624 }, { "epoch": 0.35, "learning_rate": 0.0006604814443329991, "loss": 1.4718, "theoretical_loss": 3.632210163129147, "tokens_seen": 1142620160 }, { "epoch": 0.35, "learning_rate": 0.0006604613841524573, "loss": 1.5665, "theoretical_loss": 3.632190975014094, "tokens_seen": 1142685696 }, { "epoch": 0.35, "learning_rate": 0.0006604413239719158, "loss": 1.4778, "theoretical_loss": 3.632171788307615, "tokens_seen": 1142751232 }, { "epoch": 0.35, "learning_rate": 0.0006604212637913742, "loss": 1.4048, "theoretical_loss": 3.6321526030095246, "tokens_seen": 1142816768 }, { "epoch": 0.35, "learning_rate": 0.0006604012036108325, "loss": 1.509, "theoretical_loss": 3.6321334191196395, "tokens_seen": 1142882304 }, { "epoch": 0.35, "learning_rate": 0.0006603811434302909, "loss": 1.5134, "theoretical_loss": 3.6321142366377757, "tokens_seen": 1142947840 }, { "epoch": 0.35, "learning_rate": 0.0006603610832497493, "loss": 1.5239, "theoretical_loss": 3.6320950555637483, "tokens_seen": 1143013376 }, { "epoch": 0.35, "learning_rate": 0.0006603410230692076, "loss": 1.423, "theoretical_loss": 3.632075875897374, "tokens_seen": 1143078912 }, { "epoch": 0.35, "learning_rate": 0.0006603209628886661, "loss": 1.5571, "theoretical_loss": 3.6320566976384687, "tokens_seen": 1143144448 }, { "epoch": 0.35, "learning_rate": 0.0006603009027081243, "loss": 1.3985, "theoretical_loss": 3.6320375207868483, "tokens_seen": 1143209984 }, { "epoch": 0.35, "learning_rate": 0.0006602808425275828, "loss": 1.4907, "theoretical_loss": 3.6320183453423285, "tokens_seen": 1143275520 }, { "epoch": 0.35, "learning_rate": 0.0006602607823470411, "loss": 1.5158, "theoretical_loss": 3.6319991713047264, "tokens_seen": 1143341056 }, { "epoch": 0.35, "learning_rate": 0.0006602407221664995, "loss": 1.5461, "theoretical_loss": 3.6319799986738572, "tokens_seen": 1143406592 }, { "epoch": 0.35, "learning_rate": 0.0006602206619859579, "loss": 1.4282, "theoretical_loss": 3.6319608274495376, "tokens_seen": 1143472128 }, { "epoch": 0.35, "learning_rate": 0.0006602006018054163, "loss": 1.5584, "theoretical_loss": 3.6319416576315833, "tokens_seen": 1143537664 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.49500709772109985, "objective/train/docs_used": 418760, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3706814050674438, "objective/train/original_loss": 1.3706812858581543, "objective/train/theoretical_loss": 3.6319224892198108, "objective/train/tokens_used": 1164063200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2453436702489853, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507479906082153, "objective/train/weighted_lm_loss": 1.4402960538864136, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6319224892198108, "tokens_seen": 1143603200 }, { "epoch": 0.35, "learning_rate": 0.0006601805416248746, "loss": 1.4774, "theoretical_loss": 3.6319224892198108, "tokens_seen": 1143603200 }, { "epoch": 0.35, "learning_rate": 0.0006601604814443331, "loss": 1.6082, "theoretical_loss": 3.631903322214037, "tokens_seen": 1143668736 }, { "epoch": 0.35, "learning_rate": 0.0006601404212637914, "loss": 1.4484, "theoretical_loss": 3.6318841566140767, "tokens_seen": 1143734272 }, { "epoch": 0.35, "learning_rate": 0.0006601203610832498, "loss": 1.4496, "theoretical_loss": 3.6318649924197484, "tokens_seen": 1143799808 }, { "epoch": 0.35, "learning_rate": 0.0006601003009027081, "loss": 1.4812, "theoretical_loss": 3.6318458296308664, "tokens_seen": 1143865344 }, { "epoch": 0.35, "learning_rate": 0.0006600802407221665, "loss": 1.5481, "theoretical_loss": 3.631826668247248, "tokens_seen": 1143930880 }, { "epoch": 0.35, "learning_rate": 0.0006600601805416249, "loss": 1.4403, "theoretical_loss": 3.63180750826871, "tokens_seen": 1143996416 }, { "epoch": 0.35, "learning_rate": 0.0006600401203610833, "loss": 1.4521, "theoretical_loss": 3.631788349695068, "tokens_seen": 1144061952 }, { "epoch": 0.35, "learning_rate": 0.0006600200601805416, "loss": 1.3663, "theoretical_loss": 3.6317691925261393, "tokens_seen": 1144127488 }, { "epoch": 0.35, "learning_rate": 0.00066, "loss": 1.3672, "theoretical_loss": 3.63175003676174, "tokens_seen": 1144193024 }, { "epoch": 0.35, "learning_rate": 0.0006599799398194584, "loss": 1.5593, "theoretical_loss": 3.6317308824016874, "tokens_seen": 1144258560 }, { "epoch": 0.35, "learning_rate": 0.0006599598796389168, "loss": 1.3891, "theoretical_loss": 3.6317117294457972, "tokens_seen": 1144324096 }, { "epoch": 0.35, "learning_rate": 0.0006599398194583751, "loss": 1.3479, "theoretical_loss": 3.6316925778938867, "tokens_seen": 1144389632 }, { "epoch": 0.35, "learning_rate": 0.0006599197592778336, "loss": 1.5413, "theoretical_loss": 3.631673427745772, "tokens_seen": 1144455168 }, { "epoch": 0.35, "learning_rate": 0.0006598996990972918, "loss": 1.513, "theoretical_loss": 3.6316542790012702, "tokens_seen": 1144520704 }, { "epoch": 0.35, "learning_rate": 0.0006598796389167503, "loss": 1.557, "theoretical_loss": 3.6316351316601976, "tokens_seen": 1144586240 }, { "epoch": 0.35, "learning_rate": 0.0006598595787362086, "loss": 1.5342, "theoretical_loss": 3.631615985722372, "tokens_seen": 1144651776 }, { "epoch": 0.35, "learning_rate": 0.000659839518555667, "loss": 1.3677, "theoretical_loss": 3.6315968411876094, "tokens_seen": 1144717312 }, { "epoch": 0.35, "learning_rate": 0.0006598194583751254, "loss": 1.4086, "theoretical_loss": 3.631577698055727, "tokens_seen": 1144782848 }, { "epoch": 0.35, "learning_rate": 0.0006597993981945838, "loss": 1.3705, "theoretical_loss": 3.631558556326542, "tokens_seen": 1144848384 }, { "epoch": 0.35, "learning_rate": 0.0006597793380140421, "loss": 1.4904, "theoretical_loss": 3.63153941599987, "tokens_seen": 1144913920 }, { "epoch": 0.35, "learning_rate": 0.0006597592778335006, "loss": 1.5019, "theoretical_loss": 3.6315202770755297, "tokens_seen": 1144979456 }, { "epoch": 0.35, "learning_rate": 0.0006597392176529588, "loss": 1.41, "theoretical_loss": 3.631501139553337, "tokens_seen": 1145044992 }, { "epoch": 0.35, "learning_rate": 0.0006597191574724173, "loss": 1.5035, "theoretical_loss": 3.6314820034331095, "tokens_seen": 1145110528 }, { "epoch": 0.35, "learning_rate": 0.0006596990972918756, "loss": 1.4706, "theoretical_loss": 3.6314628687146637, "tokens_seen": 1145176064 }, { "epoch": 0.35, "learning_rate": 0.000659679037111334, "loss": 1.579, "theoretical_loss": 3.6314437353978173, "tokens_seen": 1145241600 }, { "epoch": 0.35, "learning_rate": 0.0006596589769307924, "loss": 1.4842, "theoretical_loss": 3.6314246034823867, "tokens_seen": 1145307136 }, { "epoch": 0.35, "learning_rate": 0.0006596389167502507, "loss": 1.5375, "theoretical_loss": 3.6314054729681895, "tokens_seen": 1145372672 }, { "epoch": 0.35, "learning_rate": 0.0006596188565697091, "loss": 1.6104, "theoretical_loss": 3.631386343855043, "tokens_seen": 1145438208 }, { "epoch": 0.35, "learning_rate": 0.0006595987963891676, "loss": 1.4429, "theoretical_loss": 3.6313672161427646, "tokens_seen": 1145503744 }, { "epoch": 0.35, "learning_rate": 0.0006595787362086258, "loss": 1.5471, "theoretical_loss": 3.631348089831171, "tokens_seen": 1145569280 }, { "epoch": 0.35, "learning_rate": 0.0006595586760280843, "loss": 1.4931, "theoretical_loss": 3.6313289649200797, "tokens_seen": 1145634816 }, { "epoch": 0.35, "learning_rate": 0.0006595386158475427, "loss": 1.3731, "theoretical_loss": 3.6313098414093083, "tokens_seen": 1145700352 }, { "epoch": 0.35, "learning_rate": 0.000659518555667001, "loss": 1.5673, "theoretical_loss": 3.6312907192986748, "tokens_seen": 1145765888 }, { "epoch": 0.35, "learning_rate": 0.0006594984954864594, "loss": 1.6092, "theoretical_loss": 3.631271598587995, "tokens_seen": 1145831424 }, { "epoch": 0.35, "learning_rate": 0.0006594784353059177, "loss": 1.5163, "theoretical_loss": 3.6312524792770873, "tokens_seen": 1145896960 }, { "epoch": 0.35, "learning_rate": 0.0006594583751253761, "loss": 1.477, "theoretical_loss": 3.6312333613657692, "tokens_seen": 1145962496 }, { "epoch": 0.35, "learning_rate": 0.0006594383149448346, "loss": 1.5478, "theoretical_loss": 3.6312142448538585, "tokens_seen": 1146028032 }, { "epoch": 0.35, "learning_rate": 0.0006594182547642928, "loss": 1.5245, "theoretical_loss": 3.631195129741172, "tokens_seen": 1146093568 }, { "epoch": 0.35, "learning_rate": 0.0006593981945837513, "loss": 1.4932, "theoretical_loss": 3.6311760160275277, "tokens_seen": 1146159104 }, { "epoch": 0.35, "learning_rate": 0.0006593781344032096, "loss": 1.5628, "theoretical_loss": 3.631156903712743, "tokens_seen": 1146224640 }, { "epoch": 0.35, "learning_rate": 0.000659358074222668, "loss": 1.6333, "theoretical_loss": 3.631137792796636, "tokens_seen": 1146290176 }, { "epoch": 0.35, "learning_rate": 0.0006593380140421264, "loss": 1.4364, "theoretical_loss": 3.631118683279024, "tokens_seen": 1146355712 }, { "epoch": 0.35, "learning_rate": 0.0006593179538615847, "loss": 1.4994, "theoretical_loss": 3.6310995751597246, "tokens_seen": 1146421248 }, { "epoch": 0.35, "learning_rate": 0.0006592978936810431, "loss": 1.4735, "theoretical_loss": 3.631080468438556, "tokens_seen": 1146486784 }, { "epoch": 0.35, "learning_rate": 0.0006592778335005015, "loss": 1.4479, "theoretical_loss": 3.6310613631153354, "tokens_seen": 1146552320 }, { "epoch": 0.35, "learning_rate": 0.0006592577733199598, "loss": 1.5911, "theoretical_loss": 3.6310422591898814, "tokens_seen": 1146617856 }, { "epoch": 0.35, "learning_rate": 0.0006592377131394183, "loss": 1.4687, "theoretical_loss": 3.6310231566620113, "tokens_seen": 1146683392 }, { "epoch": 0.35, "learning_rate": 0.0006592176529588766, "loss": 1.513, "theoretical_loss": 3.631004055531543, "tokens_seen": 1146748928 }, { "epoch": 0.35, "learning_rate": 0.000659197592778335, "loss": 1.4784, "theoretical_loss": 3.6309849557982945, "tokens_seen": 1146814464 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.49184098839759827, "objective/train/docs_used": 419954, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3984112739562988, "objective/train/original_loss": 1.3984110355377197, "objective/train/theoretical_loss": 3.630965857462084, "objective/train/tokens_used": 1167340000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24249784648418427, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504168272018433, "objective/train/weighted_lm_loss": 1.4686956405639648, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.630965857462084, "tokens_seen": 1146880000 }, { "epoch": 0.35, "learning_rate": 0.0006591775325977934, "loss": 1.3878, "theoretical_loss": 3.630965857462084, "tokens_seen": 1146880000 }, { "epoch": 0.35, "learning_rate": 0.0006591574724172518, "loss": 1.4191, "theoretical_loss": 3.630946760522729, "tokens_seen": 1146945536 }, { "epoch": 0.35, "learning_rate": 0.0006591374122367102, "loss": 1.5979, "theoretical_loss": 3.6309276649800477, "tokens_seen": 1147011072 }, { "epoch": 0.35, "learning_rate": 0.0006591173520561685, "loss": 1.605, "theoretical_loss": 3.630908570833859, "tokens_seen": 1147076608 }, { "epoch": 0.35, "learning_rate": 0.000659097291875627, "loss": 1.4658, "theoretical_loss": 3.6308894780839798, "tokens_seen": 1147142144 }, { "epoch": 0.35, "learning_rate": 0.0006590772316950853, "loss": 1.4832, "theoretical_loss": 3.630870386730229, "tokens_seen": 1147207680 }, { "epoch": 0.35, "learning_rate": 0.0006590571715145437, "loss": 1.4101, "theoretical_loss": 3.6308512967724242, "tokens_seen": 1147273216 }, { "epoch": 0.35, "learning_rate": 0.000659037111334002, "loss": 1.4571, "theoretical_loss": 3.6308322082103834, "tokens_seen": 1147338752 }, { "epoch": 0.35, "learning_rate": 0.0006590170511534604, "loss": 1.5108, "theoretical_loss": 3.630813121043926, "tokens_seen": 1147404288 }, { "epoch": 0.35, "learning_rate": 0.0006589969909729188, "loss": 1.506, "theoretical_loss": 3.6307940352728694, "tokens_seen": 1147469824 }, { "epoch": 0.35, "learning_rate": 0.0006589769307923772, "loss": 1.5982, "theoretical_loss": 3.630774950897032, "tokens_seen": 1147535360 }, { "epoch": 0.35, "learning_rate": 0.0006589568706118355, "loss": 1.5064, "theoretical_loss": 3.630755867916232, "tokens_seen": 1147600896 }, { "epoch": 0.35, "learning_rate": 0.000658936810431294, "loss": 1.4379, "theoretical_loss": 3.630736786330288, "tokens_seen": 1147666432 }, { "epoch": 0.35, "learning_rate": 0.0006589167502507522, "loss": 1.4406, "theoretical_loss": 3.6307177061390186, "tokens_seen": 1147731968 }, { "epoch": 0.35, "learning_rate": 0.0006588966900702107, "loss": 1.6438, "theoretical_loss": 3.630698627342242, "tokens_seen": 1147797504 }, { "epoch": 0.35, "learning_rate": 0.000658876629889669, "loss": 1.5016, "theoretical_loss": 3.6306795499397766, "tokens_seen": 1147863040 }, { "epoch": 0.35, "learning_rate": 0.0006588565697091274, "loss": 1.5385, "theoretical_loss": 3.630660473931441, "tokens_seen": 1147928576 }, { "epoch": 0.35, "learning_rate": 0.0006588365095285858, "loss": 1.5811, "theoretical_loss": 3.630641399317054, "tokens_seen": 1147994112 }, { "epoch": 0.35, "learning_rate": 0.0006588164493480442, "loss": 1.5966, "theoretical_loss": 3.630622326096433, "tokens_seen": 1148059648 }, { "epoch": 0.35, "learning_rate": 0.0006587963891675025, "loss": 1.5271, "theoretical_loss": 3.6306032542693982, "tokens_seen": 1148125184 }, { "epoch": 0.35, "learning_rate": 0.000658776328986961, "loss": 1.4899, "theoretical_loss": 3.6305841838357673, "tokens_seen": 1148190720 }, { "epoch": 0.35, "learning_rate": 0.0006587562688064192, "loss": 1.4334, "theoretical_loss": 3.6305651147953593, "tokens_seen": 1148256256 }, { "epoch": 0.35, "learning_rate": 0.0006587362086258777, "loss": 1.5065, "theoretical_loss": 3.630546047147993, "tokens_seen": 1148321792 }, { "epoch": 0.35, "learning_rate": 0.000658716148445336, "loss": 1.3569, "theoretical_loss": 3.630526980893486, "tokens_seen": 1148387328 }, { "epoch": 0.35, "learning_rate": 0.0006586960882647944, "loss": 1.4842, "theoretical_loss": 3.630507916031659, "tokens_seen": 1148452864 }, { "epoch": 0.35, "learning_rate": 0.0006586760280842528, "loss": 1.4598, "theoretical_loss": 3.63048885256233, "tokens_seen": 1148518400 }, { "epoch": 0.35, "learning_rate": 0.0006586559679037111, "loss": 1.4761, "theoretical_loss": 3.630469790485317, "tokens_seen": 1148583936 }, { "epoch": 0.35, "learning_rate": 0.0006586359077231695, "loss": 1.5885, "theoretical_loss": 3.6304507298004394, "tokens_seen": 1148649472 }, { "epoch": 0.35, "learning_rate": 0.000658615847542628, "loss": 1.5924, "theoretical_loss": 3.630431670507517, "tokens_seen": 1148715008 }, { "epoch": 0.35, "learning_rate": 0.0006585957873620862, "loss": 1.4684, "theoretical_loss": 3.630412612606367, "tokens_seen": 1148780544 }, { "epoch": 0.35, "learning_rate": 0.0006585757271815447, "loss": 1.5399, "theoretical_loss": 3.6303935560968106, "tokens_seen": 1148846080 }, { "epoch": 0.35, "learning_rate": 0.000658555667001003, "loss": 1.5319, "theoretical_loss": 3.6303745009786645, "tokens_seen": 1148911616 }, { "epoch": 0.35, "learning_rate": 0.0006585356068204614, "loss": 1.5311, "theoretical_loss": 3.6303554472517496, "tokens_seen": 1148977152 }, { "epoch": 0.35, "learning_rate": 0.0006585155466399198, "loss": 1.4134, "theoretical_loss": 3.630336394915884, "tokens_seen": 1149042688 }, { "epoch": 0.35, "learning_rate": 0.0006584954864593781, "loss": 1.5534, "theoretical_loss": 3.630317343970887, "tokens_seen": 1149108224 }, { "epoch": 0.35, "learning_rate": 0.0006584754262788365, "loss": 1.4156, "theoretical_loss": 3.630298294416578, "tokens_seen": 1149173760 }, { "epoch": 0.35, "learning_rate": 0.000658455366098295, "loss": 1.4704, "theoretical_loss": 3.6302792462527758, "tokens_seen": 1149239296 }, { "epoch": 0.35, "learning_rate": 0.0006584353059177532, "loss": 1.4268, "theoretical_loss": 3.6302601994792996, "tokens_seen": 1149304832 }, { "epoch": 0.35, "learning_rate": 0.0006584152457372117, "loss": 1.4593, "theoretical_loss": 3.6302411540959687, "tokens_seen": 1149370368 }, { "epoch": 0.35, "learning_rate": 0.00065839518555667, "loss": 1.4028, "theoretical_loss": 3.630222110102603, "tokens_seen": 1149435904 }, { "epoch": 0.35, "learning_rate": 0.0006583751253761284, "loss": 1.5233, "theoretical_loss": 3.6302030674990213, "tokens_seen": 1149501440 }, { "epoch": 0.35, "learning_rate": 0.0006583550651955868, "loss": 1.4843, "theoretical_loss": 3.6301840262850424, "tokens_seen": 1149566976 }, { "epoch": 0.35, "learning_rate": 0.0006583350050150451, "loss": 1.3903, "theoretical_loss": 3.6301649864604864, "tokens_seen": 1149632512 }, { "epoch": 0.35, "learning_rate": 0.0006583149448345035, "loss": 1.7235, "theoretical_loss": 3.6301459480251728, "tokens_seen": 1149698048 }, { "epoch": 0.35, "learning_rate": 0.0006582948846539619, "loss": 1.5489, "theoretical_loss": 3.6301269109789214, "tokens_seen": 1149763584 }, { "epoch": 0.35, "learning_rate": 0.0006582748244734202, "loss": 1.4446, "theoretical_loss": 3.63010787532155, "tokens_seen": 1149829120 }, { "epoch": 0.35, "learning_rate": 0.0006582547642928787, "loss": 1.4996, "theoretical_loss": 3.6300888410528804, "tokens_seen": 1149894656 }, { "epoch": 0.35, "learning_rate": 0.000658234704112337, "loss": 1.4707, "theoretical_loss": 3.6300698081727303, "tokens_seen": 1149960192 }, { "epoch": 0.35, "learning_rate": 0.0006582146439317954, "loss": 1.458, "theoretical_loss": 3.63005077668092, "tokens_seen": 1150025728 }, { "epoch": 0.35, "learning_rate": 0.0006581945837512538, "loss": 1.5098, "theoretical_loss": 3.630031746577269, "tokens_seen": 1150091264 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.4933938682079315, "objective/train/docs_used": 421268, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.42300546169281, "objective/train/original_loss": 1.4230053424835205, "objective/train/theoretical_loss": 3.630012717861597, "objective/train/tokens_used": 1170616800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24393661320209503, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05057954788208, "objective/train/weighted_lm_loss": 1.4950493574142456, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.630012717861597, "tokens_seen": 1150156800 }, { "epoch": 0.35, "learning_rate": 0.0006581745235707122, "loss": 1.4652, "theoretical_loss": 3.630012717861597, "tokens_seen": 1150156800 }, { "epoch": 0.35, "learning_rate": 0.0006581544633901705, "loss": 1.5233, "theoretical_loss": 3.6299936905337242, "tokens_seen": 1150222336 }, { "epoch": 0.35, "learning_rate": 0.0006581344032096289, "loss": 1.4103, "theoretical_loss": 3.62997466459347, "tokens_seen": 1150287872 }, { "epoch": 0.35, "learning_rate": 0.0006581143430290872, "loss": 1.4909, "theoretical_loss": 3.629955640040653, "tokens_seen": 1150353408 }, { "epoch": 0.35, "learning_rate": 0.0006580942828485457, "loss": 1.4494, "theoretical_loss": 3.629936616875095, "tokens_seen": 1150418944 }, { "epoch": 0.35, "learning_rate": 0.000658074222668004, "loss": 1.4434, "theoretical_loss": 3.6299175950966145, "tokens_seen": 1150484480 }, { "epoch": 0.35, "learning_rate": 0.0006580541624874624, "loss": 1.377, "theoretical_loss": 3.629898574705031, "tokens_seen": 1150550016 }, { "epoch": 0.35, "learning_rate": 0.0006580341023069207, "loss": 1.5408, "theoretical_loss": 3.629879555700166, "tokens_seen": 1150615552 }, { "epoch": 0.35, "learning_rate": 0.0006580140421263792, "loss": 1.479, "theoretical_loss": 3.6298605380818385, "tokens_seen": 1150681088 }, { "epoch": 0.35, "learning_rate": 0.0006579939819458375, "loss": 1.4808, "theoretical_loss": 3.629841521849868, "tokens_seen": 1150746624 }, { "epoch": 0.35, "learning_rate": 0.0006579739217652959, "loss": 1.5058, "theoretical_loss": 3.629822507004075, "tokens_seen": 1150812160 }, { "epoch": 0.35, "learning_rate": 0.0006579538615847542, "loss": 1.4666, "theoretical_loss": 3.6298034935442796, "tokens_seen": 1150877696 }, { "epoch": 0.35, "learning_rate": 0.0006579338014042126, "loss": 1.5837, "theoretical_loss": 3.6297844814703017, "tokens_seen": 1150943232 }, { "epoch": 0.35, "learning_rate": 0.000657913741223671, "loss": 1.4509, "theoretical_loss": 3.6297654707819618, "tokens_seen": 1151008768 }, { "epoch": 0.35, "learning_rate": 0.0006578936810431294, "loss": 1.4068, "theoretical_loss": 3.629746461479079, "tokens_seen": 1151074304 }, { "epoch": 0.35, "learning_rate": 0.0006578736208625877, "loss": 1.4573, "theoretical_loss": 3.6297274535614745, "tokens_seen": 1151139840 }, { "epoch": 0.35, "learning_rate": 0.0006578535606820462, "loss": 1.2777, "theoretical_loss": 3.6297084470289676, "tokens_seen": 1151205376 }, { "epoch": 0.35, "learning_rate": 0.0006578335005015045, "loss": 1.6291, "theoretical_loss": 3.6296894418813794, "tokens_seen": 1151270912 }, { "epoch": 0.35, "learning_rate": 0.0006578134403209629, "loss": 1.473, "theoretical_loss": 3.62967043811853, "tokens_seen": 1151336448 }, { "epoch": 0.35, "learning_rate": 0.0006577933801404213, "loss": 1.5142, "theoretical_loss": 3.6296514357402394, "tokens_seen": 1151401984 }, { "epoch": 0.35, "learning_rate": 0.0006577733199598796, "loss": 1.5524, "theoretical_loss": 3.629632434746328, "tokens_seen": 1151467520 }, { "epoch": 0.35, "learning_rate": 0.000657753259779338, "loss": 1.3829, "theoretical_loss": 3.6296134351366156, "tokens_seen": 1151533056 }, { "epoch": 0.35, "learning_rate": 0.0006577331995987964, "loss": 1.5725, "theoretical_loss": 3.629594436910924, "tokens_seen": 1151598592 }, { "epoch": 0.35, "learning_rate": 0.0006577131394182547, "loss": 1.543, "theoretical_loss": 3.6295754400690723, "tokens_seen": 1151664128 }, { "epoch": 0.35, "learning_rate": 0.0006576930792377132, "loss": 1.4144, "theoretical_loss": 3.6295564446108814, "tokens_seen": 1151729664 }, { "epoch": 0.35, "learning_rate": 0.0006576730190571714, "loss": 1.5205, "theoretical_loss": 3.629537450536172, "tokens_seen": 1151795200 }, { "epoch": 0.35, "learning_rate": 0.0006576529588766299, "loss": 1.4864, "theoretical_loss": 3.6295184578447643, "tokens_seen": 1151860736 }, { "epoch": 0.35, "learning_rate": 0.0006576328986960884, "loss": 1.4653, "theoretical_loss": 3.6294994665364793, "tokens_seen": 1151926272 }, { "epoch": 0.35, "learning_rate": 0.0006576128385155466, "loss": 1.4079, "theoretical_loss": 3.6294804766111373, "tokens_seen": 1151991808 }, { "epoch": 0.35, "learning_rate": 0.0006575927783350051, "loss": 1.4837, "theoretical_loss": 3.629461488068559, "tokens_seen": 1152057344 }, { "epoch": 0.35, "learning_rate": 0.0006575727181544635, "loss": 1.3591, "theoretical_loss": 3.6294425009085645, "tokens_seen": 1152122880 }, { "epoch": 0.35, "learning_rate": 0.0006575526579739218, "loss": 1.4718, "theoretical_loss": 3.6294235151309753, "tokens_seen": 1152188416 }, { "epoch": 0.35, "learning_rate": 0.0006575325977933802, "loss": 1.5629, "theoretical_loss": 3.629404530735612, "tokens_seen": 1152253952 }, { "epoch": 0.35, "learning_rate": 0.0006575125376128385, "loss": 1.4265, "theoretical_loss": 3.629385547722295, "tokens_seen": 1152319488 }, { "epoch": 0.35, "learning_rate": 0.0006574924774322969, "loss": 1.5096, "theoretical_loss": 3.6293665660908454, "tokens_seen": 1152385024 }, { "epoch": 0.35, "learning_rate": 0.0006574724172517554, "loss": 1.4252, "theoretical_loss": 3.629347585841084, "tokens_seen": 1152450560 }, { "epoch": 0.35, "learning_rate": 0.0006574523570712136, "loss": 1.4926, "theoretical_loss": 3.629328606972831, "tokens_seen": 1152516096 }, { "epoch": 0.35, "learning_rate": 0.0006574322968906721, "loss": 1.4961, "theoretical_loss": 3.629309629485909, "tokens_seen": 1152581632 }, { "epoch": 0.35, "learning_rate": 0.0006574122367101304, "loss": 1.4657, "theoretical_loss": 3.6292906533801372, "tokens_seen": 1152647168 }, { "epoch": 0.35, "learning_rate": 0.0006573921765295888, "loss": 1.4019, "theoretical_loss": 3.629271678655337, "tokens_seen": 1152712704 }, { "epoch": 0.35, "learning_rate": 0.0006573721163490472, "loss": 1.5313, "theoretical_loss": 3.6292527053113295, "tokens_seen": 1152778240 }, { "epoch": 0.35, "learning_rate": 0.0006573520561685055, "loss": 1.4883, "theoretical_loss": 3.6292337333479363, "tokens_seen": 1152843776 }, { "epoch": 0.35, "learning_rate": 0.0006573319959879639, "loss": 1.6525, "theoretical_loss": 3.6292147627649776, "tokens_seen": 1152909312 }, { "epoch": 0.35, "learning_rate": 0.0006573119358074223, "loss": 1.5833, "theoretical_loss": 3.629195793562275, "tokens_seen": 1152974848 }, { "epoch": 0.35, "learning_rate": 0.0006572918756268806, "loss": 1.4269, "theoretical_loss": 3.6291768257396493, "tokens_seen": 1153040384 }, { "epoch": 0.35, "learning_rate": 0.0006572718154463391, "loss": 1.5407, "theoretical_loss": 3.6291578592969223, "tokens_seen": 1153105920 }, { "epoch": 0.35, "learning_rate": 0.0006572517552657974, "loss": 1.6303, "theoretical_loss": 3.6291388942339147, "tokens_seen": 1153171456 }, { "epoch": 0.35, "learning_rate": 0.0006572316950852558, "loss": 1.4647, "theoretical_loss": 3.629119930550447, "tokens_seen": 1153236992 }, { "epoch": 0.35, "learning_rate": 0.0006572116349047142, "loss": 1.3342, "theoretical_loss": 3.629100968246342, "tokens_seen": 1153302528 }, { "epoch": 0.35, "learning_rate": 0.0006571915747241726, "loss": 1.5029, "theoretical_loss": 3.6290820073214203, "tokens_seen": 1153368064 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.4908078908920288, "objective/train/docs_used": 422447, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5735915899276733, "objective/train/original_loss": 1.5735914707183838, "objective/train/theoretical_loss": 3.6290630477755026, "objective/train/tokens_used": 1173893600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24156801402568817, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503087043762207, "objective/train/weighted_lm_loss": 1.652591347694397, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6290630477755026, "tokens_seen": 1153433600 }, { "epoch": 0.35, "learning_rate": 0.0006571715145436309, "loss": 1.5357, "theoretical_loss": 3.6290630477755026, "tokens_seen": 1153433600 }, { "epoch": 0.35, "learning_rate": 0.0006571514543630893, "loss": 1.3896, "theoretical_loss": 3.6290440896084113, "tokens_seen": 1153499136 }, { "epoch": 0.35, "learning_rate": 0.0006571313941825476, "loss": 1.5124, "theoretical_loss": 3.629025132819967, "tokens_seen": 1153564672 }, { "epoch": 0.35, "learning_rate": 0.0006571113340020061, "loss": 1.4602, "theoretical_loss": 3.6290061774099915, "tokens_seen": 1153630208 }, { "epoch": 0.35, "learning_rate": 0.0006570912738214644, "loss": 1.4918, "theoretical_loss": 3.6289872233783065, "tokens_seen": 1153695744 }, { "epoch": 0.35, "learning_rate": 0.0006570712136409228, "loss": 1.4224, "theoretical_loss": 3.628968270724733, "tokens_seen": 1153761280 }, { "epoch": 0.35, "learning_rate": 0.0006570511534603811, "loss": 1.3967, "theoretical_loss": 3.6289493194490925, "tokens_seen": 1153826816 }, { "epoch": 0.35, "learning_rate": 0.0006570310932798396, "loss": 1.5044, "theoretical_loss": 3.628930369551207, "tokens_seen": 1153892352 }, { "epoch": 0.35, "learning_rate": 0.0006570110330992979, "loss": 1.4323, "theoretical_loss": 3.6289114210308977, "tokens_seen": 1153957888 }, { "epoch": 0.35, "learning_rate": 0.0006569909729187563, "loss": 1.4481, "theoretical_loss": 3.628892473887987, "tokens_seen": 1154023424 }, { "epoch": 0.35, "learning_rate": 0.0006569709127382146, "loss": 1.4825, "theoretical_loss": 3.6288735281222957, "tokens_seen": 1154088960 }, { "epoch": 0.35, "learning_rate": 0.000656950852557673, "loss": 1.4966, "theoretical_loss": 3.628854583733646, "tokens_seen": 1154154496 }, { "epoch": 0.35, "learning_rate": 0.0006569307923771314, "loss": 1.5212, "theoretical_loss": 3.628835640721859, "tokens_seen": 1154220032 }, { "epoch": 0.35, "learning_rate": 0.0006569107321965898, "loss": 1.3789, "theoretical_loss": 3.628816699086757, "tokens_seen": 1154285568 }, { "epoch": 0.35, "learning_rate": 0.0006568906720160481, "loss": 1.4672, "theoretical_loss": 3.6287977588281617, "tokens_seen": 1154351104 }, { "epoch": 0.35, "learning_rate": 0.0006568706118355066, "loss": 1.5228, "theoretical_loss": 3.628778819945895, "tokens_seen": 1154416640 }, { "epoch": 0.35, "learning_rate": 0.0006568505516549649, "loss": 1.5543, "theoretical_loss": 3.6287598824397787, "tokens_seen": 1154482176 }, { "epoch": 0.35, "learning_rate": 0.0006568304914744233, "loss": 1.5078, "theoretical_loss": 3.6287409463096343, "tokens_seen": 1154547712 }, { "epoch": 0.35, "learning_rate": 0.0006568104312938817, "loss": 1.5825, "theoretical_loss": 3.6287220115552845, "tokens_seen": 1154613248 }, { "epoch": 0.35, "learning_rate": 0.00065679037111334, "loss": 1.4961, "theoretical_loss": 3.6287030781765504, "tokens_seen": 1154678784 }, { "epoch": 0.35, "learning_rate": 0.0006567703109327984, "loss": 1.5193, "theoretical_loss": 3.6286841461732546, "tokens_seen": 1154744320 }, { "epoch": 0.35, "learning_rate": 0.0006567502507522568, "loss": 1.4341, "theoretical_loss": 3.628665215545219, "tokens_seen": 1154809856 }, { "epoch": 0.35, "learning_rate": 0.0006567301905717151, "loss": 1.4186, "theoretical_loss": 3.6286462862922657, "tokens_seen": 1154875392 }, { "epoch": 0.35, "learning_rate": 0.0006567101303911736, "loss": 1.4769, "theoretical_loss": 3.628627358414217, "tokens_seen": 1154940928 }, { "epoch": 0.35, "learning_rate": 0.0006566900702106318, "loss": 1.4898, "theoretical_loss": 3.6286084319108944, "tokens_seen": 1155006464 }, { "epoch": 0.35, "learning_rate": 0.0006566700100300903, "loss": 1.4173, "theoretical_loss": 3.62858950678212, "tokens_seen": 1155072000 }, { "epoch": 0.35, "learning_rate": 0.0006566499498495487, "loss": 1.464, "theoretical_loss": 3.628570583027717, "tokens_seen": 1155137536 }, { "epoch": 0.35, "learning_rate": 0.000656629889669007, "loss": 1.4712, "theoretical_loss": 3.6285516606475072, "tokens_seen": 1155203072 }, { "epoch": 0.35, "learning_rate": 0.0006566098294884654, "loss": 1.3858, "theoretical_loss": 3.628532739641312, "tokens_seen": 1155268608 }, { "epoch": 0.35, "learning_rate": 0.0006565897693079239, "loss": 1.4876, "theoretical_loss": 3.628513820008955, "tokens_seen": 1155334144 }, { "epoch": 0.35, "learning_rate": 0.0006565697091273821, "loss": 1.3874, "theoretical_loss": 3.6284949017502575, "tokens_seen": 1155399680 }, { "epoch": 0.35, "learning_rate": 0.0006565496489468406, "loss": 1.5171, "theoretical_loss": 3.628475984865042, "tokens_seen": 1155465216 }, { "epoch": 0.35, "learning_rate": 0.0006565295887662988, "loss": 1.3477, "theoretical_loss": 3.6284570693531317, "tokens_seen": 1155530752 }, { "epoch": 0.35, "learning_rate": 0.0006565095285857573, "loss": 1.4582, "theoretical_loss": 3.628438155214348, "tokens_seen": 1155596288 }, { "epoch": 0.35, "learning_rate": 0.0006564894684052157, "loss": 1.4883, "theoretical_loss": 3.6284192424485147, "tokens_seen": 1155661824 }, { "epoch": 0.35, "learning_rate": 0.000656469408224674, "loss": 1.4685, "theoretical_loss": 3.6284003310554525, "tokens_seen": 1155727360 }, { "epoch": 0.35, "learning_rate": 0.0006564493480441324, "loss": 1.4419, "theoretical_loss": 3.6283814210349847, "tokens_seen": 1155792896 }, { "epoch": 0.35, "learning_rate": 0.0006564292878635908, "loss": 1.4308, "theoretical_loss": 3.6283625123869347, "tokens_seen": 1155858432 }, { "epoch": 0.35, "learning_rate": 0.0006564092276830491, "loss": 1.5068, "theoretical_loss": 3.628343605111124, "tokens_seen": 1155923968 }, { "epoch": 0.35, "learning_rate": 0.0006563891675025076, "loss": 1.4324, "theoretical_loss": 3.6283246992073757, "tokens_seen": 1155989504 }, { "epoch": 0.35, "learning_rate": 0.0006563691073219658, "loss": 1.4199, "theoretical_loss": 3.628305794675512, "tokens_seen": 1156055040 }, { "epoch": 0.35, "learning_rate": 0.0006563490471414243, "loss": 1.5363, "theoretical_loss": 3.6282868915153568, "tokens_seen": 1156120576 }, { "epoch": 0.35, "learning_rate": 0.0006563289869608826, "loss": 1.4379, "theoretical_loss": 3.6282679897267314, "tokens_seen": 1156186112 }, { "epoch": 0.35, "learning_rate": 0.000656308926780341, "loss": 1.3656, "theoretical_loss": 3.628249089309459, "tokens_seen": 1156251648 }, { "epoch": 0.35, "learning_rate": 0.0006562888665997994, "loss": 1.4722, "theoretical_loss": 3.6282301902633627, "tokens_seen": 1156317184 }, { "epoch": 0.35, "learning_rate": 0.0006562688064192578, "loss": 1.4692, "theoretical_loss": 3.628211292588265, "tokens_seen": 1156382720 }, { "epoch": 0.35, "learning_rate": 0.0006562487462387161, "loss": 1.364, "theoretical_loss": 3.628192396283989, "tokens_seen": 1156448256 }, { "epoch": 0.35, "learning_rate": 0.0006562286860581746, "loss": 1.4217, "theoretical_loss": 3.628173501350358, "tokens_seen": 1156513792 }, { "epoch": 0.35, "learning_rate": 0.0006562086258776328, "loss": 1.4006, "theoretical_loss": 3.628154607787194, "tokens_seen": 1156579328 }, { "epoch": 0.35, "learning_rate": 0.0006561885656970913, "loss": 1.5849, "theoretical_loss": 3.62813571559432, "tokens_seen": 1156644864 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.49201664328575134, "objective/train/docs_used": 423626, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2265117168426514, "objective/train/original_loss": 1.2265117168426514, "objective/train/theoretical_loss": 3.62811682477156, "objective/train/tokens_used": 1177170400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2423246204853058, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504335165023804, "objective/train/weighted_lm_loss": 1.2883967161178589, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0304546356201172, "theoretical_loss": 3.62811682477156, "tokens_seen": 1156710400 }, { "epoch": 0.35, "learning_rate": 0.0006561685055165496, "loss": 1.3603, "theoretical_loss": 3.62811682477156, "tokens_seen": 1156710400 }, { "epoch": 0.35, "learning_rate": 0.000656148445336008, "loss": 1.3862, "theoretical_loss": 3.6280979353187357, "tokens_seen": 1156775936 }, { "epoch": 0.35, "learning_rate": 0.0006561283851554665, "loss": 1.4208, "theoretical_loss": 3.6280790472356705, "tokens_seen": 1156841472 }, { "epoch": 0.35, "learning_rate": 0.0006561083249749248, "loss": 1.3841, "theoretical_loss": 3.6280601605221885, "tokens_seen": 1156907008 }, { "epoch": 0.35, "learning_rate": 0.0006560882647943832, "loss": 1.5108, "theoretical_loss": 3.628041275178112, "tokens_seen": 1156972544 }, { "epoch": 0.35, "learning_rate": 0.0006560682046138415, "loss": 1.4976, "theoretical_loss": 3.6280223912032636, "tokens_seen": 1157038080 }, { "epoch": 0.35, "learning_rate": 0.0006560481444333, "loss": 1.3362, "theoretical_loss": 3.628003508597468, "tokens_seen": 1157103616 }, { "epoch": 0.35, "learning_rate": 0.0006560280842527583, "loss": 1.4971, "theoretical_loss": 3.6279846273605467, "tokens_seen": 1157169152 }, { "epoch": 0.35, "learning_rate": 0.0006560080240722167, "loss": 1.5312, "theoretical_loss": 3.6279657474923246, "tokens_seen": 1157234688 }, { "epoch": 0.35, "learning_rate": 0.000655987963891675, "loss": 1.5567, "theoretical_loss": 3.6279468689926233, "tokens_seen": 1157300224 }, { "epoch": 0.35, "learning_rate": 0.0006559679037111334, "loss": 1.4131, "theoretical_loss": 3.6279279918612675, "tokens_seen": 1157365760 }, { "epoch": 0.35, "learning_rate": 0.0006559478435305918, "loss": 1.4279, "theoretical_loss": 3.6279091160980803, "tokens_seen": 1157431296 }, { "epoch": 0.35, "learning_rate": 0.0006559277833500502, "loss": 1.3345, "theoretical_loss": 3.627890241702884, "tokens_seen": 1157496832 }, { "epoch": 0.35, "learning_rate": 0.0006559077231695085, "loss": 1.4688, "theoretical_loss": 3.6278713686755033, "tokens_seen": 1157562368 }, { "epoch": 0.35, "learning_rate": 0.000655887662988967, "loss": 1.5376, "theoretical_loss": 3.6278524970157613, "tokens_seen": 1157627904 }, { "epoch": 0.35, "learning_rate": 0.0006558676028084253, "loss": 1.4822, "theoretical_loss": 3.627833626723481, "tokens_seen": 1157693440 }, { "epoch": 0.35, "learning_rate": 0.0006558475426278837, "loss": 1.4913, "theoretical_loss": 3.6278147577984865, "tokens_seen": 1157758976 }, { "epoch": 0.35, "learning_rate": 0.000655827482447342, "loss": 1.4144, "theoretical_loss": 3.627795890240601, "tokens_seen": 1157824512 }, { "epoch": 0.35, "learning_rate": 0.0006558074222668004, "loss": 1.5887, "theoretical_loss": 3.6277770240496476, "tokens_seen": 1157890048 }, { "epoch": 0.35, "learning_rate": 0.0006557873620862588, "loss": 1.4489, "theoretical_loss": 3.6277581592254515, "tokens_seen": 1157955584 }, { "epoch": 0.35, "learning_rate": 0.0006557673019057172, "loss": 1.4616, "theoretical_loss": 3.6277392957678343, "tokens_seen": 1158021120 }, { "epoch": 0.35, "learning_rate": 0.0006557472417251755, "loss": 1.4108, "theoretical_loss": 3.627720433676622, "tokens_seen": 1158086656 }, { "epoch": 0.35, "learning_rate": 0.000655727181544634, "loss": 1.3809, "theoretical_loss": 3.6277015729516355, "tokens_seen": 1158152192 }, { "epoch": 0.35, "learning_rate": 0.0006557071213640922, "loss": 1.4536, "theoretical_loss": 3.627682713592701, "tokens_seen": 1158217728 }, { "epoch": 0.35, "learning_rate": 0.0006556870611835507, "loss": 1.497, "theoretical_loss": 3.627663855599641, "tokens_seen": 1158283264 }, { "epoch": 0.35, "learning_rate": 0.0006556670010030091, "loss": 1.5221, "theoretical_loss": 3.627644998972279, "tokens_seen": 1158348800 }, { "epoch": 0.35, "learning_rate": 0.0006556469408224674, "loss": 1.3336, "theoretical_loss": 3.6276261437104402, "tokens_seen": 1158414336 }, { "epoch": 0.35, "learning_rate": 0.0006556268806419258, "loss": 1.4375, "theoretical_loss": 3.6276072898139478, "tokens_seen": 1158479872 }, { "epoch": 0.35, "learning_rate": 0.0006556068204613843, "loss": 1.6005, "theoretical_loss": 3.6275884372826255, "tokens_seen": 1158545408 }, { "epoch": 0.35, "learning_rate": 0.0006555867602808425, "loss": 1.5507, "theoretical_loss": 3.627569586116297, "tokens_seen": 1158610944 }, { "epoch": 0.35, "learning_rate": 0.000655566700100301, "loss": 1.4881, "theoretical_loss": 3.6275507363147868, "tokens_seen": 1158676480 }, { "epoch": 0.35, "learning_rate": 0.0006555466399197592, "loss": 1.4737, "theoretical_loss": 3.627531887877919, "tokens_seen": 1158742016 }, { "epoch": 0.35, "learning_rate": 0.0006555265797392177, "loss": 1.5145, "theoretical_loss": 3.6275130408055167, "tokens_seen": 1158807552 }, { "epoch": 0.35, "learning_rate": 0.0006555065195586761, "loss": 1.3899, "theoretical_loss": 3.6274941950974053, "tokens_seen": 1158873088 }, { "epoch": 0.35, "learning_rate": 0.0006554864593781344, "loss": 1.4723, "theoretical_loss": 3.6274753507534077, "tokens_seen": 1158938624 }, { "epoch": 0.35, "learning_rate": 0.0006554663991975928, "loss": 1.5387, "theoretical_loss": 3.6274565077733487, "tokens_seen": 1159004160 }, { "epoch": 0.35, "learning_rate": 0.0006554463390170512, "loss": 1.462, "theoretical_loss": 3.627437666157052, "tokens_seen": 1159069696 }, { "epoch": 0.35, "learning_rate": 0.0006554262788365095, "loss": 1.5726, "theoretical_loss": 3.6274188259043427, "tokens_seen": 1159135232 }, { "epoch": 0.35, "learning_rate": 0.000655406218655968, "loss": 1.5469, "theoretical_loss": 3.6273999870150444, "tokens_seen": 1159200768 }, { "epoch": 0.35, "learning_rate": 0.0006553861584754262, "loss": 1.4165, "theoretical_loss": 3.627381149488981, "tokens_seen": 1159266304 }, { "epoch": 0.35, "learning_rate": 0.0006553660982948847, "loss": 1.3023, "theoretical_loss": 3.6273623133259774, "tokens_seen": 1159331840 }, { "epoch": 0.35, "learning_rate": 0.000655346038114343, "loss": 1.3859, "theoretical_loss": 3.6273434785258574, "tokens_seen": 1159397376 }, { "epoch": 0.35, "learning_rate": 0.0006553259779338014, "loss": 1.4886, "theoretical_loss": 3.627324645088446, "tokens_seen": 1159462912 }, { "epoch": 0.35, "learning_rate": 0.0006553059177532598, "loss": 1.5132, "theoretical_loss": 3.6273058130135674, "tokens_seen": 1159528448 }, { "epoch": 0.35, "learning_rate": 0.0006552858575727182, "loss": 1.4479, "theoretical_loss": 3.6272869823010456, "tokens_seen": 1159593984 }, { "epoch": 0.35, "learning_rate": 0.0006552657973921765, "loss": 1.5317, "theoretical_loss": 3.6272681529507054, "tokens_seen": 1159659520 }, { "epoch": 0.35, "learning_rate": 0.000655245737211635, "loss": 1.42, "theoretical_loss": 3.627249324962371, "tokens_seen": 1159725056 }, { "epoch": 0.35, "learning_rate": 0.0006552256770310932, "loss": 1.5023, "theoretical_loss": 3.6272304983358676, "tokens_seen": 1159790592 }, { "epoch": 0.35, "learning_rate": 0.0006552056168505517, "loss": 1.3709, "theoretical_loss": 3.6272116730710193, "tokens_seen": 1159856128 }, { "epoch": 0.35, "learning_rate": 0.00065518555667001, "loss": 1.4597, "theoretical_loss": 3.62719284916765, "tokens_seen": 1159921664 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.4953343868255615, "objective/train/docs_used": 424758, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4626121520996094, "objective/train/original_loss": 1.4626121520996094, "objective/train/theoretical_loss": 3.6271740266255854, "objective/train/tokens_used": 1180447200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24556894600391388, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507818460464478, "objective/train/weighted_lm_loss": 1.5368435382843018, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6271740266255854, "tokens_seen": 1159987200 }, { "epoch": 0.35, "learning_rate": 0.0006551654964894684, "loss": 1.5818, "theoretical_loss": 3.6271740266255854, "tokens_seen": 1159987200 }, { "epoch": 0.35, "learning_rate": 0.0006551454363089268, "loss": 1.4671, "theoretical_loss": 3.6271552054446503, "tokens_seen": 1160052736 }, { "epoch": 0.35, "learning_rate": 0.0006551253761283852, "loss": 1.5165, "theoretical_loss": 3.6271363856246683, "tokens_seen": 1160118272 }, { "epoch": 0.35, "learning_rate": 0.0006551053159478435, "loss": 1.4873, "theoretical_loss": 3.627117567165465, "tokens_seen": 1160183808 }, { "epoch": 0.35, "learning_rate": 0.0006550852557673019, "loss": 1.4933, "theoretical_loss": 3.6270987500668648, "tokens_seen": 1160249344 }, { "epoch": 0.35, "learning_rate": 0.0006550651955867603, "loss": 1.4637, "theoretical_loss": 3.627079934328692, "tokens_seen": 1160314880 }, { "epoch": 0.35, "learning_rate": 0.0006550451354062187, "loss": 1.4812, "theoretical_loss": 3.6270611199507723, "tokens_seen": 1160380416 }, { "epoch": 0.35, "learning_rate": 0.000655025075225677, "loss": 1.5158, "theoretical_loss": 3.62704230693293, "tokens_seen": 1160445952 }, { "epoch": 0.35, "learning_rate": 0.0006550050150451354, "loss": 1.5062, "theoretical_loss": 3.6270234952749902, "tokens_seen": 1160511488 }, { "epoch": 0.35, "learning_rate": 0.0006549849548645937, "loss": 1.4439, "theoretical_loss": 3.627004684976778, "tokens_seen": 1160577024 }, { "epoch": 0.35, "learning_rate": 0.0006549648946840522, "loss": 1.5346, "theoretical_loss": 3.626985876038118, "tokens_seen": 1160642560 }, { "epoch": 0.35, "learning_rate": 0.0006549448345035105, "loss": 1.443, "theoretical_loss": 3.626967068458835, "tokens_seen": 1160708096 }, { "epoch": 0.35, "learning_rate": 0.0006549247743229689, "loss": 1.4122, "theoretical_loss": 3.6269482622387548, "tokens_seen": 1160773632 }, { "epoch": 0.35, "learning_rate": 0.0006549047141424273, "loss": 1.4081, "theoretical_loss": 3.6269294573777016, "tokens_seen": 1160839168 }, { "epoch": 0.35, "learning_rate": 0.0006548846539618857, "loss": 1.4361, "theoretical_loss": 3.6269106538755005, "tokens_seen": 1160904704 }, { "epoch": 0.35, "learning_rate": 0.000654864593781344, "loss": 1.5031, "theoretical_loss": 3.626891851731977, "tokens_seen": 1160970240 }, { "epoch": 0.35, "learning_rate": 0.0006548445336008025, "loss": 1.5959, "theoretical_loss": 3.6268730509469567, "tokens_seen": 1161035776 }, { "epoch": 0.35, "learning_rate": 0.0006548244734202607, "loss": 1.3638, "theoretical_loss": 3.6268542515202635, "tokens_seen": 1161101312 }, { "epoch": 0.35, "learning_rate": 0.0006548044132397192, "loss": 1.5414, "theoretical_loss": 3.626835453451724, "tokens_seen": 1161166848 }, { "epoch": 0.35, "learning_rate": 0.0006547843530591775, "loss": 1.3978, "theoretical_loss": 3.626816656741162, "tokens_seen": 1161232384 }, { "epoch": 0.35, "learning_rate": 0.0006547642928786359, "loss": 1.4212, "theoretical_loss": 3.626797861388404, "tokens_seen": 1161297920 }, { "epoch": 0.35, "learning_rate": 0.0006547442326980943, "loss": 1.4016, "theoretical_loss": 3.626779067393275, "tokens_seen": 1161363456 }, { "epoch": 0.35, "learning_rate": 0.0006547241725175526, "loss": 1.4659, "theoretical_loss": 3.6267602747555996, "tokens_seen": 1161428992 }, { "epoch": 0.35, "learning_rate": 0.000654704112337011, "loss": 1.5147, "theoretical_loss": 3.626741483475204, "tokens_seen": 1161494528 }, { "epoch": 0.35, "learning_rate": 0.0006546840521564695, "loss": 1.5985, "theoretical_loss": 3.6267226935519132, "tokens_seen": 1161560064 }, { "epoch": 0.35, "learning_rate": 0.0006546639919759277, "loss": 1.4677, "theoretical_loss": 3.626703904985553, "tokens_seen": 1161625600 }, { "epoch": 0.35, "learning_rate": 0.0006546439317953862, "loss": 1.424, "theoretical_loss": 3.6266851177759483, "tokens_seen": 1161691136 }, { "epoch": 0.35, "learning_rate": 0.0006546238716148447, "loss": 1.4909, "theoretical_loss": 3.626666331922925, "tokens_seen": 1161756672 }, { "epoch": 0.35, "learning_rate": 0.0006546038114343029, "loss": 1.551, "theoretical_loss": 3.626647547426309, "tokens_seen": 1161822208 }, { "epoch": 0.35, "learning_rate": 0.0006545837512537614, "loss": 1.5217, "theoretical_loss": 3.6266287642859245, "tokens_seen": 1161887744 }, { "epoch": 0.35, "learning_rate": 0.0006545636910732196, "loss": 1.4979, "theoretical_loss": 3.6266099825015985, "tokens_seen": 1161953280 }, { "epoch": 0.35, "learning_rate": 0.0006545436308926781, "loss": 1.5422, "theoretical_loss": 3.626591202073156, "tokens_seen": 1162018816 }, { "epoch": 0.35, "learning_rate": 0.0006545235707121365, "loss": 1.421, "theoretical_loss": 3.6265724230004226, "tokens_seen": 1162084352 }, { "epoch": 0.35, "learning_rate": 0.0006545035105315948, "loss": 1.3755, "theoretical_loss": 3.6265536452832245, "tokens_seen": 1162149888 }, { "epoch": 0.35, "learning_rate": 0.0006544834503510532, "loss": 1.3901, "theoretical_loss": 3.6265348689213868, "tokens_seen": 1162215424 }, { "epoch": 0.35, "learning_rate": 0.0006544633901705116, "loss": 1.4938, "theoretical_loss": 3.626516093914736, "tokens_seen": 1162280960 }, { "epoch": 0.35, "learning_rate": 0.0006544433299899699, "loss": 1.5731, "theoretical_loss": 3.6264973202630966, "tokens_seen": 1162346496 }, { "epoch": 0.35, "learning_rate": 0.0006544232698094284, "loss": 1.2667, "theoretical_loss": 3.626478547966296, "tokens_seen": 1162412032 }, { "epoch": 0.35, "learning_rate": 0.0006544032096288866, "loss": 1.6415, "theoretical_loss": 3.6264597770241584, "tokens_seen": 1162477568 }, { "epoch": 0.35, "learning_rate": 0.0006543831494483451, "loss": 1.3828, "theoretical_loss": 3.6264410074365117, "tokens_seen": 1162543104 }, { "epoch": 0.35, "learning_rate": 0.0006543630892678034, "loss": 1.4016, "theoretical_loss": 3.6264222392031797, "tokens_seen": 1162608640 }, { "epoch": 0.35, "learning_rate": 0.0006543430290872618, "loss": 1.4066, "theoretical_loss": 3.6264034723239895, "tokens_seen": 1162674176 }, { "epoch": 0.35, "learning_rate": 0.0006543229689067202, "loss": 1.3637, "theoretical_loss": 3.626384706798767, "tokens_seen": 1162739712 }, { "epoch": 0.35, "learning_rate": 0.0006543029087261786, "loss": 1.3711, "theoretical_loss": 3.626365942627338, "tokens_seen": 1162805248 }, { "epoch": 0.35, "learning_rate": 0.0006542828485456369, "loss": 1.5541, "theoretical_loss": 3.6263471798095286, "tokens_seen": 1162870784 }, { "epoch": 0.35, "learning_rate": 0.0006542627883650954, "loss": 1.5544, "theoretical_loss": 3.6263284183451647, "tokens_seen": 1162936320 }, { "epoch": 0.35, "learning_rate": 0.0006542427281845536, "loss": 1.5832, "theoretical_loss": 3.6263096582340735, "tokens_seen": 1163001856 }, { "epoch": 0.35, "learning_rate": 0.0006542226680040121, "loss": 1.4783, "theoretical_loss": 3.6262908994760794, "tokens_seen": 1163067392 }, { "epoch": 0.35, "learning_rate": 0.0006542026078234704, "loss": 1.4952, "theoretical_loss": 3.6262721420710093, "tokens_seen": 1163132928 }, { "epoch": 0.35, "learning_rate": 0.0006541825476429288, "loss": 1.4265, "theoretical_loss": 3.62625338601869, "tokens_seen": 1163198464 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.49299055337905884, "objective/train/docs_used": 425912, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.401368498802185, "objective/train/original_loss": 1.4013683795928955, "objective/train/theoretical_loss": 3.6262346313189475, "objective/train/tokens_used": 1183724000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24344678223133087, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505366325378418, "objective/train/weighted_lm_loss": 1.4721384048461914, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6262346313189475, "tokens_seen": 1163264000 }, { "epoch": 0.35, "learning_rate": 0.0006541624874623872, "loss": 1.4229, "theoretical_loss": 3.6262346313189475, "tokens_seen": 1163264000 }, { "epoch": 0.35, "learning_rate": 0.0006541424272818456, "loss": 1.4378, "theoretical_loss": 3.626215877971607, "tokens_seen": 1163329536 }, { "epoch": 0.35, "learning_rate": 0.0006541223671013039, "loss": 1.5122, "theoretical_loss": 3.6261971259764962, "tokens_seen": 1163395072 }, { "epoch": 0.35, "learning_rate": 0.0006541023069207623, "loss": 1.4382, "theoretical_loss": 3.626178375333441, "tokens_seen": 1163460608 }, { "epoch": 0.35, "learning_rate": 0.0006540822467402207, "loss": 1.4533, "theoretical_loss": 3.6261596260422673, "tokens_seen": 1163526144 }, { "epoch": 0.35, "learning_rate": 0.0006540621865596791, "loss": 1.3055, "theoretical_loss": 3.6261408781028015, "tokens_seen": 1163591680 }, { "epoch": 0.35, "learning_rate": 0.0006540421263791374, "loss": 1.4861, "theoretical_loss": 3.626122131514871, "tokens_seen": 1163657216 }, { "epoch": 0.35, "learning_rate": 0.0006540220661985958, "loss": 1.4365, "theoretical_loss": 3.6261033862783014, "tokens_seen": 1163722752 }, { "epoch": 0.35, "learning_rate": 0.0006540020060180541, "loss": 1.5409, "theoretical_loss": 3.626084642392919, "tokens_seen": 1163788288 }, { "epoch": 0.35, "learning_rate": 0.0006539819458375126, "loss": 1.4083, "theoretical_loss": 3.6260658998585513, "tokens_seen": 1163853824 }, { "epoch": 0.35, "learning_rate": 0.0006539618856569709, "loss": 1.544, "theoretical_loss": 3.626047158675024, "tokens_seen": 1163919360 }, { "epoch": 0.35, "learning_rate": 0.0006539418254764293, "loss": 1.4691, "theoretical_loss": 3.6260284188421643, "tokens_seen": 1163984896 }, { "epoch": 0.35, "learning_rate": 0.0006539217652958877, "loss": 1.4341, "theoretical_loss": 3.6260096803597976, "tokens_seen": 1164050432 }, { "epoch": 0.35, "learning_rate": 0.0006539017051153461, "loss": 1.5089, "theoretical_loss": 3.625990943227752, "tokens_seen": 1164115968 }, { "epoch": 0.35, "learning_rate": 0.0006538816449348044, "loss": 1.3364, "theoretical_loss": 3.625972207445854, "tokens_seen": 1164181504 }, { "epoch": 0.35, "learning_rate": 0.0006538615847542629, "loss": 1.409, "theoretical_loss": 3.6259534730139293, "tokens_seen": 1164247040 }, { "epoch": 0.35, "learning_rate": 0.0006538415245737211, "loss": 1.4549, "theoretical_loss": 3.6259347399318056, "tokens_seen": 1164312576 }, { "epoch": 0.35, "learning_rate": 0.0006538214643931796, "loss": 1.4394, "theoretical_loss": 3.625916008199309, "tokens_seen": 1164378112 }, { "epoch": 0.35, "learning_rate": 0.0006538014042126379, "loss": 1.3085, "theoretical_loss": 3.625897277816267, "tokens_seen": 1164443648 }, { "epoch": 0.35, "learning_rate": 0.0006537813440320963, "loss": 1.4518, "theoretical_loss": 3.625878548782506, "tokens_seen": 1164509184 }, { "epoch": 0.35, "learning_rate": 0.0006537612838515547, "loss": 1.4472, "theoretical_loss": 3.625859821097853, "tokens_seen": 1164574720 }, { "epoch": 0.35, "learning_rate": 0.000653741223671013, "loss": 1.5468, "theoretical_loss": 3.625841094762135, "tokens_seen": 1164640256 }, { "epoch": 0.35, "learning_rate": 0.0006537211634904714, "loss": 1.3583, "theoretical_loss": 3.625822369775179, "tokens_seen": 1164705792 }, { "epoch": 0.35, "learning_rate": 0.0006537011033099299, "loss": 1.4996, "theoretical_loss": 3.625803646136811, "tokens_seen": 1164771328 }, { "epoch": 0.35, "learning_rate": 0.0006536810431293881, "loss": 1.5429, "theoretical_loss": 3.6257849238468594, "tokens_seen": 1164836864 }, { "epoch": 0.35, "learning_rate": 0.0006536609829488466, "loss": 1.4459, "theoretical_loss": 3.6257662029051505, "tokens_seen": 1164902400 }, { "epoch": 0.35, "learning_rate": 0.0006536409227683048, "loss": 1.5002, "theoretical_loss": 3.6257474833115113, "tokens_seen": 1164967936 }, { "epoch": 0.35, "learning_rate": 0.0006536208625877633, "loss": 1.507, "theoretical_loss": 3.6257287650657695, "tokens_seen": 1165033472 }, { "epoch": 0.35, "learning_rate": 0.0006536008024072217, "loss": 1.4534, "theoretical_loss": 3.625710048167752, "tokens_seen": 1165099008 }, { "epoch": 0.35, "learning_rate": 0.00065358074222668, "loss": 1.4347, "theoretical_loss": 3.6256913326172855, "tokens_seen": 1165164544 }, { "epoch": 0.35, "learning_rate": 0.0006535606820461384, "loss": 1.5644, "theoretical_loss": 3.625672618414198, "tokens_seen": 1165230080 }, { "epoch": 0.35, "learning_rate": 0.0006535406218655969, "loss": 1.5198, "theoretical_loss": 3.6256539055583152, "tokens_seen": 1165295616 }, { "epoch": 0.35, "learning_rate": 0.0006535205616850551, "loss": 1.4266, "theoretical_loss": 3.625635194049466, "tokens_seen": 1165361152 }, { "epoch": 0.35, "learning_rate": 0.0006535005015045136, "loss": 1.4222, "theoretical_loss": 3.6256164838874767, "tokens_seen": 1165426688 }, { "epoch": 0.35, "learning_rate": 0.0006534804413239718, "loss": 1.4758, "theoretical_loss": 3.6255977750721753, "tokens_seen": 1165492224 }, { "epoch": 0.35, "learning_rate": 0.0006534603811434303, "loss": 1.5499, "theoretical_loss": 3.625579067603389, "tokens_seen": 1165557760 }, { "epoch": 0.35, "learning_rate": 0.0006534403209628887, "loss": 1.4731, "theoretical_loss": 3.625560361480945, "tokens_seen": 1165623296 }, { "epoch": 0.35, "learning_rate": 0.000653420260782347, "loss": 1.5933, "theoretical_loss": 3.6255416567046703, "tokens_seen": 1165688832 }, { "epoch": 0.35, "learning_rate": 0.0006534002006018054, "loss": 1.4935, "theoretical_loss": 3.6255229532743933, "tokens_seen": 1165754368 }, { "epoch": 0.35, "learning_rate": 0.0006533801404212638, "loss": 1.3673, "theoretical_loss": 3.625504251189941, "tokens_seen": 1165819904 }, { "epoch": 0.35, "learning_rate": 0.0006533600802407221, "loss": 1.4222, "theoretical_loss": 3.625485550451141, "tokens_seen": 1165885440 }, { "epoch": 0.35, "learning_rate": 0.0006533400200601806, "loss": 1.5046, "theoretical_loss": 3.62546685105782, "tokens_seen": 1165950976 }, { "epoch": 0.35, "learning_rate": 0.0006533199598796389, "loss": 1.5415, "theoretical_loss": 3.625448153009807, "tokens_seen": 1166016512 }, { "epoch": 0.35, "learning_rate": 0.0006532998996990973, "loss": 1.4154, "theoretical_loss": 3.6254294563069287, "tokens_seen": 1166082048 }, { "epoch": 0.35, "learning_rate": 0.0006532798395185557, "loss": 1.3942, "theoretical_loss": 3.6254107609490127, "tokens_seen": 1166147584 }, { "epoch": 0.35, "learning_rate": 0.000653259779338014, "loss": 1.4405, "theoretical_loss": 3.6253920669358872, "tokens_seen": 1166213120 }, { "epoch": 0.35, "learning_rate": 0.0006532397191574724, "loss": 1.4019, "theoretical_loss": 3.6253733742673795, "tokens_seen": 1166278656 }, { "epoch": 0.35, "learning_rate": 0.0006532196589769308, "loss": 1.5028, "theoretical_loss": 3.6253546829433176, "tokens_seen": 1166344192 }, { "epoch": 0.35, "learning_rate": 0.0006531995987963891, "loss": 1.5961, "theoretical_loss": 3.625335992963529, "tokens_seen": 1166409728 }, { "epoch": 0.35, "learning_rate": 0.0006531795386158476, "loss": 1.4867, "theoretical_loss": 3.625317304327842, "tokens_seen": 1166475264 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.49300751090049744, "objective/train/docs_used": 427016, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.46001398563385, "objective/train/original_loss": 1.4600138664245605, "objective/train/theoretical_loss": 3.625298617036084, "objective/train/tokens_used": 1187000800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24344559013843536, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505383014678955, "objective/train/weighted_lm_loss": 1.5339558124542236, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.625298617036084, "tokens_seen": 1166540800 }, { "epoch": 0.35, "learning_rate": 0.0006531594784353059, "loss": 1.5183, "theoretical_loss": 3.625298617036084, "tokens_seen": 1166540800 }, { "epoch": 0.35, "learning_rate": 0.0006531394182547643, "loss": 1.4337, "theoretical_loss": 3.625279931088083, "tokens_seen": 1166606336 }, { "epoch": 0.35, "learning_rate": 0.0006531193580742227, "loss": 1.5001, "theoretical_loss": 3.6252612464836664, "tokens_seen": 1166671872 }, { "epoch": 0.35, "learning_rate": 0.000653099297893681, "loss": 1.5819, "theoretical_loss": 3.625242563222663, "tokens_seen": 1166737408 }, { "epoch": 0.35, "learning_rate": 0.0006530792377131395, "loss": 1.4459, "theoretical_loss": 3.6252238813049, "tokens_seen": 1166802944 }, { "epoch": 0.35, "learning_rate": 0.0006530591775325978, "loss": 1.4767, "theoretical_loss": 3.6252052007302056, "tokens_seen": 1166868480 }, { "epoch": 0.35, "learning_rate": 0.0006530391173520562, "loss": 1.4498, "theoretical_loss": 3.6251865214984083, "tokens_seen": 1166934016 }, { "epoch": 0.35, "learning_rate": 0.0006530190571715145, "loss": 1.5213, "theoretical_loss": 3.6251678436093355, "tokens_seen": 1166999552 }, { "epoch": 0.35, "learning_rate": 0.000652998996990973, "loss": 1.5505, "theoretical_loss": 3.6251491670628155, "tokens_seen": 1167065088 }, { "epoch": 0.35, "learning_rate": 0.0006529789368104313, "loss": 1.5106, "theoretical_loss": 3.625130491858677, "tokens_seen": 1167130624 }, { "epoch": 0.35, "learning_rate": 0.0006529588766298897, "loss": 1.5438, "theoretical_loss": 3.625111817996747, "tokens_seen": 1167196160 }, { "epoch": 0.35, "learning_rate": 0.0006529388164493481, "loss": 1.4071, "theoretical_loss": 3.6250931454768542, "tokens_seen": 1167261696 }, { "epoch": 0.35, "learning_rate": 0.0006529187562688065, "loss": 1.3664, "theoretical_loss": 3.6250744742988275, "tokens_seen": 1167327232 }, { "epoch": 0.35, "learning_rate": 0.0006528986960882648, "loss": 1.4783, "theoretical_loss": 3.6250558044624945, "tokens_seen": 1167392768 }, { "epoch": 0.35, "learning_rate": 0.0006528786359077233, "loss": 1.4805, "theoretical_loss": 3.625037135967683, "tokens_seen": 1167458304 }, { "epoch": 0.35, "learning_rate": 0.0006528585757271815, "loss": 1.5128, "theoretical_loss": 3.625018468814223, "tokens_seen": 1167523840 }, { "epoch": 0.35, "learning_rate": 0.00065283851554664, "loss": 1.509, "theoretical_loss": 3.6249998030019404, "tokens_seen": 1167589376 }, { "epoch": 0.35, "learning_rate": 0.0006528184553660983, "loss": 1.4918, "theoretical_loss": 3.624981138530665, "tokens_seen": 1167654912 }, { "epoch": 0.35, "learning_rate": 0.0006527983951855567, "loss": 1.4182, "theoretical_loss": 3.624962475400226, "tokens_seen": 1167720448 }, { "epoch": 0.35, "learning_rate": 0.0006527783350050151, "loss": 1.4212, "theoretical_loss": 3.62494381361045, "tokens_seen": 1167785984 }, { "epoch": 0.35, "learning_rate": 0.0006527582748244734, "loss": 1.4779, "theoretical_loss": 3.6249251531611666, "tokens_seen": 1167851520 }, { "epoch": 0.35, "learning_rate": 0.0006527382146439318, "loss": 1.3904, "theoretical_loss": 3.6249064940522038, "tokens_seen": 1167917056 }, { "epoch": 0.35, "learning_rate": 0.0006527181544633903, "loss": 1.4717, "theoretical_loss": 3.6248878362833907, "tokens_seen": 1167982592 }, { "epoch": 0.35, "learning_rate": 0.0006526980942828485, "loss": 1.4776, "theoretical_loss": 3.6248691798545556, "tokens_seen": 1168048128 }, { "epoch": 0.35, "learning_rate": 0.000652678034102307, "loss": 1.5353, "theoretical_loss": 3.6248505247655265, "tokens_seen": 1168113664 }, { "epoch": 0.35, "learning_rate": 0.0006526579739217652, "loss": 1.5211, "theoretical_loss": 3.624831871016133, "tokens_seen": 1168179200 }, { "epoch": 0.35, "learning_rate": 0.0006526379137412237, "loss": 1.4767, "theoretical_loss": 3.624813218606203, "tokens_seen": 1168244736 }, { "epoch": 0.35, "learning_rate": 0.0006526178535606821, "loss": 1.4488, "theoretical_loss": 3.6247945675355657, "tokens_seen": 1168310272 }, { "epoch": 0.35, "learning_rate": 0.0006525977933801404, "loss": 1.5303, "theoretical_loss": 3.6247759178040493, "tokens_seen": 1168375808 }, { "epoch": 0.35, "learning_rate": 0.0006525777331995988, "loss": 1.4255, "theoretical_loss": 3.624757269411483, "tokens_seen": 1168441344 }, { "epoch": 0.35, "learning_rate": 0.0006525576730190573, "loss": 1.3499, "theoretical_loss": 3.624738622357696, "tokens_seen": 1168506880 }, { "epoch": 0.35, "learning_rate": 0.0006525376128385155, "loss": 1.5218, "theoretical_loss": 3.6247199766425156, "tokens_seen": 1168572416 }, { "epoch": 0.35, "learning_rate": 0.000652517552657974, "loss": 1.474, "theoretical_loss": 3.624701332265772, "tokens_seen": 1168637952 }, { "epoch": 0.35, "learning_rate": 0.0006524974924774322, "loss": 1.4349, "theoretical_loss": 3.6246826892272934, "tokens_seen": 1168703488 }, { "epoch": 0.35, "learning_rate": 0.0006524774322968907, "loss": 1.4113, "theoretical_loss": 3.624664047526909, "tokens_seen": 1168769024 }, { "epoch": 0.35, "learning_rate": 0.0006524573721163491, "loss": 1.3558, "theoretical_loss": 3.624645407164448, "tokens_seen": 1168834560 }, { "epoch": 0.35, "learning_rate": 0.0006524373119358074, "loss": 1.5626, "theoretical_loss": 3.6246267681397386, "tokens_seen": 1168900096 }, { "epoch": 0.35, "learning_rate": 0.0006524172517552658, "loss": 1.439, "theoretical_loss": 3.6246081304526108, "tokens_seen": 1168965632 }, { "epoch": 0.35, "learning_rate": 0.0006523971915747242, "loss": 1.4071, "theoretical_loss": 3.6245894941028927, "tokens_seen": 1169031168 }, { "epoch": 0.35, "learning_rate": 0.0006523771313941825, "loss": 1.6112, "theoretical_loss": 3.6245708590904138, "tokens_seen": 1169096704 }, { "epoch": 0.35, "learning_rate": 0.000652357071213641, "loss": 1.3858, "theoretical_loss": 3.624552225415003, "tokens_seen": 1169162240 }, { "epoch": 0.35, "learning_rate": 0.0006523370110330993, "loss": 1.4301, "theoretical_loss": 3.6245335930764897, "tokens_seen": 1169227776 }, { "epoch": 0.35, "learning_rate": 0.0006523169508525577, "loss": 1.3584, "theoretical_loss": 3.624514962074703, "tokens_seen": 1169293312 }, { "epoch": 0.35, "learning_rate": 0.0006522968906720161, "loss": 1.4386, "theoretical_loss": 3.624496332409472, "tokens_seen": 1169358848 }, { "epoch": 0.35, "learning_rate": 0.0006522768304914744, "loss": 1.459, "theoretical_loss": 3.6244777040806255, "tokens_seen": 1169424384 }, { "epoch": 0.35, "learning_rate": 0.0006522567703109328, "loss": 1.5557, "theoretical_loss": 3.6244590770879936, "tokens_seen": 1169489920 }, { "epoch": 0.35, "learning_rate": 0.0006522367101303912, "loss": 1.3897, "theoretical_loss": 3.6244404514314055, "tokens_seen": 1169555456 }, { "epoch": 0.35, "learning_rate": 0.0006522166499498495, "loss": 1.436, "theoretical_loss": 3.6244218271106896, "tokens_seen": 1169620992 }, { "epoch": 0.35, "learning_rate": 0.000652196589769308, "loss": 1.5442, "theoretical_loss": 3.624403204125676, "tokens_seen": 1169686528 }, { "epoch": 0.35, "learning_rate": 0.0006521765295887663, "loss": 1.5727, "theoretical_loss": 3.6243845824761936, "tokens_seen": 1169752064 }, { "epoch": 0.35, "objective/train/advantage_avg": 0.4896829128265381, "objective/train/docs_used": 428177, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4335746765136719, "objective/train/original_loss": 1.4335744380950928, "objective/train/theoretical_loss": 3.6243659621620727, "objective/train/tokens_used": 1190277600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2403804212808609, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0501900911331177, "objective/train/weighted_lm_loss": 1.5054765939712524, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6243659621620727, "tokens_seen": 1169817600 }, { "epoch": 0.35, "learning_rate": 0.0006521564694082247, "loss": 1.5429, "theoretical_loss": 3.6243659621620727, "tokens_seen": 1169817600 }, { "epoch": 0.35, "learning_rate": 0.000652136409227683, "loss": 1.5633, "theoretical_loss": 3.6243473431831417, "tokens_seen": 1169883136 }, { "epoch": 0.35, "learning_rate": 0.0006521163490471415, "loss": 1.4589, "theoretical_loss": 3.6243287255392307, "tokens_seen": 1169948672 }, { "epoch": 0.35, "learning_rate": 0.0006520962888665998, "loss": 1.3883, "theoretical_loss": 3.624310109230169, "tokens_seen": 1170014208 }, { "epoch": 0.35, "learning_rate": 0.0006520762286860582, "loss": 1.5458, "theoretical_loss": 3.624291494255786, "tokens_seen": 1170079744 }, { "epoch": 0.35, "learning_rate": 0.0006520561685055165, "loss": 1.5789, "theoretical_loss": 3.6242728806159112, "tokens_seen": 1170145280 }, { "epoch": 0.35, "learning_rate": 0.0006520361083249749, "loss": 1.4217, "theoretical_loss": 3.624254268310375, "tokens_seen": 1170210816 }, { "epoch": 0.35, "learning_rate": 0.0006520160481444333, "loss": 1.4631, "theoretical_loss": 3.624235657339006, "tokens_seen": 1170276352 }, { "epoch": 0.35, "learning_rate": 0.0006519959879638917, "loss": 1.3499, "theoretical_loss": 3.6242170477016344, "tokens_seen": 1170341888 }, { "epoch": 0.35, "learning_rate": 0.00065197592778335, "loss": 1.4178, "theoretical_loss": 3.6241984393980897, "tokens_seen": 1170407424 }, { "epoch": 0.35, "learning_rate": 0.0006519558676028085, "loss": 1.4832, "theoretical_loss": 3.6241798324282017, "tokens_seen": 1170472960 }, { "epoch": 0.35, "learning_rate": 0.0006519358074222668, "loss": 1.5003, "theoretical_loss": 3.6241612267918004, "tokens_seen": 1170538496 }, { "epoch": 0.35, "learning_rate": 0.0006519157472417252, "loss": 1.5587, "theoretical_loss": 3.624142622488715, "tokens_seen": 1170604032 }, { "epoch": 0.35, "learning_rate": 0.0006518956870611835, "loss": 1.474, "theoretical_loss": 3.624124019518776, "tokens_seen": 1170669568 }, { "epoch": 0.35, "learning_rate": 0.0006518756268806419, "loss": 1.4749, "theoretical_loss": 3.624105417881813, "tokens_seen": 1170735104 }, { "epoch": 0.35, "learning_rate": 0.0006518555667001003, "loss": 1.4336, "theoretical_loss": 3.6240868175776555, "tokens_seen": 1170800640 }, { "epoch": 0.35, "learning_rate": 0.0006518355065195587, "loss": 1.4671, "theoretical_loss": 3.6240682186061335, "tokens_seen": 1170866176 }, { "epoch": 0.35, "learning_rate": 0.000651815446339017, "loss": 1.548, "theoretical_loss": 3.624049620967077, "tokens_seen": 1170931712 }, { "epoch": 0.35, "learning_rate": 0.0006517953861584755, "loss": 1.5433, "theoretical_loss": 3.624031024660317, "tokens_seen": 1170997248 }, { "epoch": 0.35, "learning_rate": 0.0006517753259779337, "loss": 1.5002, "theoretical_loss": 3.6240124296856813, "tokens_seen": 1171062784 }, { "epoch": 0.35, "learning_rate": 0.0006517552657973922, "loss": 1.5381, "theoretical_loss": 3.6239938360430024, "tokens_seen": 1171128320 }, { "epoch": 0.35, "learning_rate": 0.0006517352056168506, "loss": 1.3738, "theoretical_loss": 3.6239752437321084, "tokens_seen": 1171193856 }, { "epoch": 0.35, "learning_rate": 0.0006517151454363089, "loss": 1.5952, "theoretical_loss": 3.6239566527528306, "tokens_seen": 1171259392 }, { "epoch": 0.35, "learning_rate": 0.0006516950852557673, "loss": 1.4659, "theoretical_loss": 3.6239380631049984, "tokens_seen": 1171324928 }, { "epoch": 0.35, "learning_rate": 0.0006516750250752256, "loss": 1.5169, "theoretical_loss": 3.6239194747884427, "tokens_seen": 1171390464 }, { "epoch": 0.35, "learning_rate": 0.000651654964894684, "loss": 1.4045, "theoretical_loss": 3.623900887802993, "tokens_seen": 1171456000 }, { "epoch": 0.36, "learning_rate": 0.0006516349047141425, "loss": 1.4622, "theoretical_loss": 3.6238823021484796, "tokens_seen": 1171521536 }, { "epoch": 0.36, "learning_rate": 0.0006516148445336008, "loss": 1.4945, "theoretical_loss": 3.6238637178247335, "tokens_seen": 1171587072 }, { "epoch": 0.36, "learning_rate": 0.0006515947843530592, "loss": 1.4766, "theoretical_loss": 3.6238451348315843, "tokens_seen": 1171652608 }, { "epoch": 0.36, "learning_rate": 0.0006515747241725177, "loss": 1.496, "theoretical_loss": 3.623826553168862, "tokens_seen": 1171718144 }, { "epoch": 0.36, "learning_rate": 0.0006515546639919759, "loss": 1.4892, "theoretical_loss": 3.6238079728363974, "tokens_seen": 1171783680 }, { "epoch": 0.36, "learning_rate": 0.0006515346038114344, "loss": 1.4471, "theoretical_loss": 3.623789393834021, "tokens_seen": 1171849216 }, { "epoch": 0.36, "learning_rate": 0.0006515145436308926, "loss": 1.5545, "theoretical_loss": 3.623770816161563, "tokens_seen": 1171914752 }, { "epoch": 0.36, "learning_rate": 0.0006514944834503511, "loss": 1.3905, "theoretical_loss": 3.623752239818854, "tokens_seen": 1171980288 }, { "epoch": 0.36, "learning_rate": 0.0006514744232698095, "loss": 1.4343, "theoretical_loss": 3.6237336648057243, "tokens_seen": 1172045824 }, { "epoch": 0.36, "learning_rate": 0.0006514543630892678, "loss": 1.5455, "theoretical_loss": 3.6237150911220044, "tokens_seen": 1172111360 }, { "epoch": 0.36, "learning_rate": 0.0006514343029087262, "loss": 1.3146, "theoretical_loss": 3.6236965187675247, "tokens_seen": 1172176896 }, { "epoch": 0.36, "learning_rate": 0.0006514142427281846, "loss": 1.4248, "theoretical_loss": 3.6236779477421166, "tokens_seen": 1172242432 }, { "epoch": 0.36, "learning_rate": 0.0006513941825476429, "loss": 1.3787, "theoretical_loss": 3.62365937804561, "tokens_seen": 1172307968 }, { "epoch": 0.36, "learning_rate": 0.0006513741223671014, "loss": 1.2507, "theoretical_loss": 3.623640809677835, "tokens_seen": 1172373504 }, { "epoch": 0.36, "learning_rate": 0.0006513540621865597, "loss": 1.4705, "theoretical_loss": 3.623622242638623, "tokens_seen": 1172439040 }, { "epoch": 0.36, "learning_rate": 0.0006513340020060181, "loss": 1.4212, "theoretical_loss": 3.6236036769278046, "tokens_seen": 1172504576 }, { "epoch": 0.36, "learning_rate": 0.0006513139418254765, "loss": 1.4627, "theoretical_loss": 3.6235851125452108, "tokens_seen": 1172570112 }, { "epoch": 0.36, "learning_rate": 0.0006512938816449348, "loss": 1.477, "theoretical_loss": 3.623566549490671, "tokens_seen": 1172635648 }, { "epoch": 0.36, "learning_rate": 0.0006512738214643932, "loss": 1.3757, "theoretical_loss": 3.623547987764018, "tokens_seen": 1172701184 }, { "epoch": 0.36, "learning_rate": 0.0006512537612838516, "loss": 1.5668, "theoretical_loss": 3.623529427365081, "tokens_seen": 1172766720 }, { "epoch": 0.36, "learning_rate": 0.0006512337011033099, "loss": 1.5023, "theoretical_loss": 3.6235108682936916, "tokens_seen": 1172832256 }, { "epoch": 0.36, "learning_rate": 0.0006512136409227684, "loss": 1.4518, "theoretical_loss": 3.623492310549681, "tokens_seen": 1172897792 }, { "epoch": 0.36, "learning_rate": 0.0006511935807422267, "loss": 1.5855, "theoretical_loss": 3.6234737541328785, "tokens_seen": 1172963328 }, { "epoch": 0.36, "learning_rate": 0.0006511735205616851, "loss": 1.493, "theoretical_loss": 3.623455199043117, "tokens_seen": 1173028864 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.4950557053089142, "objective/train/docs_used": 429267, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4121142625808716, "objective/train/original_loss": 1.4121142625808716, "objective/train/theoretical_loss": 3.623436645280226, "objective/train/tokens_used": 1193554400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2452162802219391, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507522821426392, "objective/train/weighted_lm_loss": 1.4837337732315063, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.623436645280226, "tokens_seen": 1173094400 }, { "epoch": 0.36, "learning_rate": 0.0006511534603811434, "loss": 1.3935, "theoretical_loss": 3.623436645280226, "tokens_seen": 1173094400 }, { "epoch": 0.36, "learning_rate": 0.0006511334002006019, "loss": 1.4353, "theoretical_loss": 3.6234180928440374, "tokens_seen": 1173159936 }, { "epoch": 0.36, "learning_rate": 0.0006511133400200602, "loss": 1.5029, "theoretical_loss": 3.623399541734382, "tokens_seen": 1173225472 }, { "epoch": 0.36, "learning_rate": 0.0006510932798395186, "loss": 1.488, "theoretical_loss": 3.6233809919510906, "tokens_seen": 1173291008 }, { "epoch": 0.36, "learning_rate": 0.0006510732196589769, "loss": 1.5184, "theoretical_loss": 3.6233624434939946, "tokens_seen": 1173356544 }, { "epoch": 0.36, "learning_rate": 0.0006510531594784353, "loss": 1.4739, "theoretical_loss": 3.6233438963629245, "tokens_seen": 1173422080 }, { "epoch": 0.36, "learning_rate": 0.0006510330992978937, "loss": 1.4608, "theoretical_loss": 3.623325350557713, "tokens_seen": 1173487616 }, { "epoch": 0.36, "learning_rate": 0.0006510130391173521, "loss": 1.395, "theoretical_loss": 3.6233068060781894, "tokens_seen": 1173553152 }, { "epoch": 0.36, "learning_rate": 0.0006509929789368104, "loss": 1.4104, "theoretical_loss": 3.623288262924186, "tokens_seen": 1173618688 }, { "epoch": 0.36, "learning_rate": 0.0006509729187562689, "loss": 1.4656, "theoretical_loss": 3.6232697210955336, "tokens_seen": 1173684224 }, { "epoch": 0.36, "learning_rate": 0.0006509528585757272, "loss": 1.5279, "theoretical_loss": 3.6232511805920637, "tokens_seen": 1173749760 }, { "epoch": 0.36, "learning_rate": 0.0006509327983951856, "loss": 1.559, "theoretical_loss": 3.6232326414136073, "tokens_seen": 1173815296 }, { "epoch": 0.36, "learning_rate": 0.000650912738214644, "loss": 1.5098, "theoretical_loss": 3.623214103559997, "tokens_seen": 1173880832 }, { "epoch": 0.36, "learning_rate": 0.0006508926780341023, "loss": 1.4839, "theoretical_loss": 3.623195567031062, "tokens_seen": 1173946368 }, { "epoch": 0.36, "learning_rate": 0.0006508726178535607, "loss": 1.3842, "theoretical_loss": 3.6231770318266356, "tokens_seen": 1174011904 }, { "epoch": 0.36, "learning_rate": 0.0006508525576730191, "loss": 1.5446, "theoretical_loss": 3.623158497946548, "tokens_seen": 1174077440 }, { "epoch": 0.36, "learning_rate": 0.0006508324974924774, "loss": 1.486, "theoretical_loss": 3.6231399653906315, "tokens_seen": 1174142976 }, { "epoch": 0.36, "learning_rate": 0.0006508124373119359, "loss": 1.4063, "theoretical_loss": 3.6231214341587172, "tokens_seen": 1174208512 }, { "epoch": 0.36, "learning_rate": 0.0006507923771313941, "loss": 1.3683, "theoretical_loss": 3.6231029042506364, "tokens_seen": 1174274048 }, { "epoch": 0.36, "learning_rate": 0.0006507723169508526, "loss": 1.4338, "theoretical_loss": 3.623084375666221, "tokens_seen": 1174339584 }, { "epoch": 0.36, "learning_rate": 0.000650752256770311, "loss": 1.4194, "theoretical_loss": 3.623065848405303, "tokens_seen": 1174405120 }, { "epoch": 0.36, "learning_rate": 0.0006507321965897693, "loss": 1.3827, "theoretical_loss": 3.6230473224677127, "tokens_seen": 1174470656 }, { "epoch": 0.36, "learning_rate": 0.0006507121364092277, "loss": 1.4218, "theoretical_loss": 3.6230287978532836, "tokens_seen": 1174536192 }, { "epoch": 0.36, "learning_rate": 0.000650692076228686, "loss": 1.5485, "theoretical_loss": 3.623010274561845, "tokens_seen": 1174601728 }, { "epoch": 0.36, "learning_rate": 0.0006506720160481444, "loss": 1.5305, "theoretical_loss": 3.622991752593231, "tokens_seen": 1174667264 }, { "epoch": 0.36, "learning_rate": 0.0006506519558676029, "loss": 1.5622, "theoretical_loss": 3.622973231947272, "tokens_seen": 1174732800 }, { "epoch": 0.36, "learning_rate": 0.0006506318956870611, "loss": 1.5434, "theoretical_loss": 3.6229547126238, "tokens_seen": 1174798336 }, { "epoch": 0.36, "learning_rate": 0.0006506118355065196, "loss": 1.4352, "theoretical_loss": 3.622936194622647, "tokens_seen": 1174863872 }, { "epoch": 0.36, "learning_rate": 0.000650591775325978, "loss": 1.3948, "theoretical_loss": 3.6229176779436445, "tokens_seen": 1174929408 }, { "epoch": 0.36, "learning_rate": 0.0006505717151454363, "loss": 1.3093, "theoretical_loss": 3.6228991625866245, "tokens_seen": 1174994944 }, { "epoch": 0.36, "learning_rate": 0.0006505516549648947, "loss": 1.4633, "theoretical_loss": 3.622880648551419, "tokens_seen": 1175060480 }, { "epoch": 0.36, "learning_rate": 0.000650531594784353, "loss": 1.5184, "theoretical_loss": 3.6228621358378605, "tokens_seen": 1175126016 }, { "epoch": 0.36, "learning_rate": 0.0006505115346038114, "loss": 1.4856, "theoretical_loss": 3.6228436244457796, "tokens_seen": 1175191552 }, { "epoch": 0.36, "learning_rate": 0.0006504914744232699, "loss": 1.3974, "theoretical_loss": 3.6228251143750088, "tokens_seen": 1175257088 }, { "epoch": 0.36, "learning_rate": 0.0006504714142427281, "loss": 1.4794, "theoretical_loss": 3.6228066056253807, "tokens_seen": 1175322624 }, { "epoch": 0.36, "learning_rate": 0.0006504513540621866, "loss": 1.5171, "theoretical_loss": 3.622788098196727, "tokens_seen": 1175388160 }, { "epoch": 0.36, "learning_rate": 0.0006504312938816449, "loss": 1.5134, "theoretical_loss": 3.6227695920888796, "tokens_seen": 1175453696 }, { "epoch": 0.36, "learning_rate": 0.0006504112337011033, "loss": 1.4876, "theoretical_loss": 3.622751087301671, "tokens_seen": 1175519232 }, { "epoch": 0.36, "learning_rate": 0.0006503911735205617, "loss": 1.3791, "theoretical_loss": 3.6227325838349325, "tokens_seen": 1175584768 }, { "epoch": 0.36, "learning_rate": 0.00065037111334002, "loss": 1.5402, "theoretical_loss": 3.622714081688497, "tokens_seen": 1175650304 }, { "epoch": 0.36, "learning_rate": 0.0006503510531594784, "loss": 1.3696, "theoretical_loss": 3.622695580862197, "tokens_seen": 1175715840 }, { "epoch": 0.36, "learning_rate": 0.0006503309929789369, "loss": 1.6237, "theoretical_loss": 3.6226770813558637, "tokens_seen": 1175781376 }, { "epoch": 0.36, "learning_rate": 0.0006503109327983951, "loss": 1.3049, "theoretical_loss": 3.6226585831693305, "tokens_seen": 1175846912 }, { "epoch": 0.36, "learning_rate": 0.0006502908726178536, "loss": 1.5053, "theoretical_loss": 3.622640086302429, "tokens_seen": 1175912448 }, { "epoch": 0.36, "learning_rate": 0.0006502708124373119, "loss": 1.3178, "theoretical_loss": 3.6226215907549912, "tokens_seen": 1175977984 }, { "epoch": 0.36, "learning_rate": 0.0006502507522567703, "loss": 1.4515, "theoretical_loss": 3.6226030965268503, "tokens_seen": 1176043520 }, { "epoch": 0.36, "learning_rate": 0.0006502306920762287, "loss": 1.5335, "theoretical_loss": 3.622584603617838, "tokens_seen": 1176109056 }, { "epoch": 0.36, "learning_rate": 0.0006502106318956871, "loss": 1.5218, "theoretical_loss": 3.6225661120277874, "tokens_seen": 1176174592 }, { "epoch": 0.36, "learning_rate": 0.0006501905717151454, "loss": 1.3777, "theoretical_loss": 3.6225476217565307, "tokens_seen": 1176240128 }, { "epoch": 0.36, "learning_rate": 0.0006501705115346038, "loss": 1.4834, "theoretical_loss": 3.6225291328038995, "tokens_seen": 1176305664 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49156454205513, "objective/train/docs_used": 430645, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.509208083152771, "objective/train/original_loss": 1.509208083152771, "objective/train/theoretical_loss": 3.6225106451697275, "objective/train/tokens_used": 1196831200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24201633036136627, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503867864608765, "objective/train/weighted_lm_loss": 1.585160732269287, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6225106451697275, "tokens_seen": 1176371200 }, { "epoch": 0.36, "learning_rate": 0.0006501504513540621, "loss": 1.4768, "theoretical_loss": 3.6225106451697275, "tokens_seen": 1176371200 }, { "epoch": 0.36, "learning_rate": 0.0006501303911735206, "loss": 1.3556, "theoretical_loss": 3.622492158853847, "tokens_seen": 1176436736 }, { "epoch": 0.36, "learning_rate": 0.000650110330992979, "loss": 1.5299, "theoretical_loss": 3.6224736738560894, "tokens_seen": 1176502272 }, { "epoch": 0.36, "learning_rate": 0.0006500902708124373, "loss": 1.5705, "theoretical_loss": 3.622455190176289, "tokens_seen": 1176567808 }, { "epoch": 0.36, "learning_rate": 0.0006500702106318957, "loss": 1.5538, "theoretical_loss": 3.622436707814277, "tokens_seen": 1176633344 }, { "epoch": 0.36, "learning_rate": 0.0006500501504513541, "loss": 1.5042, "theoretical_loss": 3.622418226769887, "tokens_seen": 1176698880 }, { "epoch": 0.36, "learning_rate": 0.0006500300902708125, "loss": 1.5717, "theoretical_loss": 3.6223997470429516, "tokens_seen": 1176764416 }, { "epoch": 0.36, "learning_rate": 0.0006500100300902708, "loss": 1.4987, "theoretical_loss": 3.6223812686333035, "tokens_seen": 1176829952 }, { "epoch": 0.36, "learning_rate": 0.0006499899699097293, "loss": 1.4829, "theoretical_loss": 3.622362791540775, "tokens_seen": 1176895488 }, { "epoch": 0.36, "learning_rate": 0.0006499699097291876, "loss": 1.4061, "theoretical_loss": 3.622344315765199, "tokens_seen": 1176961024 }, { "epoch": 0.36, "learning_rate": 0.000649949849548646, "loss": 1.4562, "theoretical_loss": 3.6223258413064086, "tokens_seen": 1177026560 }, { "epoch": 0.36, "learning_rate": 0.0006499297893681043, "loss": 1.5578, "theoretical_loss": 3.6223073681642366, "tokens_seen": 1177092096 }, { "epoch": 0.36, "learning_rate": 0.0006499097291875627, "loss": 1.5844, "theoretical_loss": 3.6222888963385156, "tokens_seen": 1177157632 }, { "epoch": 0.36, "learning_rate": 0.0006498896690070211, "loss": 1.3392, "theoretical_loss": 3.6222704258290785, "tokens_seen": 1177223168 }, { "epoch": 0.36, "learning_rate": 0.0006498696088264795, "loss": 1.5346, "theoretical_loss": 3.6222519566357585, "tokens_seen": 1177288704 }, { "epoch": 0.36, "learning_rate": 0.0006498495486459378, "loss": 1.4917, "theoretical_loss": 3.622233488758389, "tokens_seen": 1177354240 }, { "epoch": 0.36, "learning_rate": 0.0006498294884653963, "loss": 1.3605, "theoretical_loss": 3.622215022196802, "tokens_seen": 1177419776 }, { "epoch": 0.36, "learning_rate": 0.0006498094282848545, "loss": 1.4367, "theoretical_loss": 3.622196556950831, "tokens_seen": 1177485312 }, { "epoch": 0.36, "learning_rate": 0.000649789368104313, "loss": 1.5452, "theoretical_loss": 3.6221780930203096, "tokens_seen": 1177550848 }, { "epoch": 0.36, "learning_rate": 0.0006497693079237714, "loss": 1.4972, "theoretical_loss": 3.6221596304050694, "tokens_seen": 1177616384 }, { "epoch": 0.36, "learning_rate": 0.0006497492477432297, "loss": 1.5357, "theoretical_loss": 3.6221411691049448, "tokens_seen": 1177681920 }, { "epoch": 0.36, "learning_rate": 0.0006497291875626881, "loss": 1.5154, "theoretical_loss": 3.6221227091197687, "tokens_seen": 1177747456 }, { "epoch": 0.36, "learning_rate": 0.0006497091273821464, "loss": 1.4437, "theoretical_loss": 3.6221042504493743, "tokens_seen": 1177812992 }, { "epoch": 0.36, "learning_rate": 0.0006496890672016048, "loss": 1.5876, "theoretical_loss": 3.6220857930935946, "tokens_seen": 1177878528 }, { "epoch": 0.36, "learning_rate": 0.0006496690070210633, "loss": 1.4544, "theoretical_loss": 3.6220673370522625, "tokens_seen": 1177944064 }, { "epoch": 0.36, "learning_rate": 0.0006496489468405215, "loss": 1.4789, "theoretical_loss": 3.622048882325212, "tokens_seen": 1178009600 }, { "epoch": 0.36, "learning_rate": 0.00064962888665998, "loss": 1.5216, "theoretical_loss": 3.622030428912276, "tokens_seen": 1178075136 }, { "epoch": 0.36, "learning_rate": 0.0006496088264794384, "loss": 1.3782, "theoretical_loss": 3.622011976813288, "tokens_seen": 1178140672 }, { "epoch": 0.36, "learning_rate": 0.0006495887662988967, "loss": 1.4234, "theoretical_loss": 3.6219935260280813, "tokens_seen": 1178206208 }, { "epoch": 0.36, "learning_rate": 0.0006495687061183551, "loss": 1.5531, "theoretical_loss": 3.621975076556489, "tokens_seen": 1178271744 }, { "epoch": 0.36, "learning_rate": 0.0006495486459378134, "loss": 1.3793, "theoretical_loss": 3.6219566283983458, "tokens_seen": 1178337280 }, { "epoch": 0.36, "learning_rate": 0.0006495285857572718, "loss": 1.6266, "theoretical_loss": 3.6219381815534826, "tokens_seen": 1178402816 }, { "epoch": 0.36, "learning_rate": 0.0006495085255767303, "loss": 1.4738, "theoretical_loss": 3.6219197360217352, "tokens_seen": 1178468352 }, { "epoch": 0.36, "learning_rate": 0.0006494884653961885, "loss": 1.5011, "theoretical_loss": 3.6219012918029367, "tokens_seen": 1178533888 }, { "epoch": 0.36, "learning_rate": 0.000649468405215647, "loss": 1.5137, "theoretical_loss": 3.6218828488969197, "tokens_seen": 1178599424 }, { "epoch": 0.36, "learning_rate": 0.0006494483450351053, "loss": 1.4241, "theoretical_loss": 3.6218644073035184, "tokens_seen": 1178664960 }, { "epoch": 0.36, "learning_rate": 0.0006494282848545637, "loss": 1.5766, "theoretical_loss": 3.6218459670225664, "tokens_seen": 1178730496 }, { "epoch": 0.36, "learning_rate": 0.0006494082246740221, "loss": 1.4217, "theoretical_loss": 3.621827528053897, "tokens_seen": 1178796032 }, { "epoch": 0.36, "learning_rate": 0.0006493881644934805, "loss": 1.3874, "theoretical_loss": 3.6218090903973446, "tokens_seen": 1178861568 }, { "epoch": 0.36, "learning_rate": 0.0006493681043129388, "loss": 1.5425, "theoretical_loss": 3.6217906540527425, "tokens_seen": 1178927104 }, { "epoch": 0.36, "learning_rate": 0.0006493480441323973, "loss": 1.6023, "theoretical_loss": 3.621772219019924, "tokens_seen": 1178992640 }, { "epoch": 0.36, "learning_rate": 0.0006493279839518555, "loss": 1.5271, "theoretical_loss": 3.6217537852987234, "tokens_seen": 1179058176 }, { "epoch": 0.36, "learning_rate": 0.000649307923771314, "loss": 1.6079, "theoretical_loss": 3.621735352888974, "tokens_seen": 1179123712 }, { "epoch": 0.36, "learning_rate": 0.0006492878635907723, "loss": 1.8092, "theoretical_loss": 3.6217169217905103, "tokens_seen": 1179189248 }, { "epoch": 0.36, "learning_rate": 0.0006492678034102307, "loss": 1.5238, "theoretical_loss": 3.6216984920031656, "tokens_seen": 1179254784 }, { "epoch": 0.36, "learning_rate": 0.0006492477432296891, "loss": 1.5515, "theoretical_loss": 3.6216800635267736, "tokens_seen": 1179320320 }, { "epoch": 0.36, "learning_rate": 0.0006492276830491475, "loss": 1.5938, "theoretical_loss": 3.621661636361169, "tokens_seen": 1179385856 }, { "epoch": 0.36, "learning_rate": 0.0006492076228686058, "loss": 1.5427, "theoretical_loss": 3.6216432105061855, "tokens_seen": 1179451392 }, { "epoch": 0.36, "learning_rate": 0.0006491875626880642, "loss": 1.492, "theoretical_loss": 3.6216247859616564, "tokens_seen": 1179516928 }, { "epoch": 0.36, "learning_rate": 0.0006491675025075225, "loss": 1.43, "theoretical_loss": 3.621606362727416, "tokens_seen": 1179582464 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49336549639701843, "objective/train/docs_used": 431781, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4443635940551758, "objective/train/original_loss": 1.4443635940551758, "objective/train/theoretical_loss": 3.6215879408032987, "objective/train/tokens_used": 1200108000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24383047223091125, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050576090812683, "objective/train/weighted_lm_loss": 1.5173157453536987, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6215879408032987, "tokens_seen": 1179648000 }, { "epoch": 0.36, "learning_rate": 0.000649147442326981, "loss": 1.6312, "theoretical_loss": 3.6215879408032987, "tokens_seen": 1179648000 }, { "epoch": 0.36, "learning_rate": 0.0006491273821464393, "loss": 1.4819, "theoretical_loss": 3.621569520189138, "tokens_seen": 1179713536 }, { "epoch": 0.36, "learning_rate": 0.0006491073219658977, "loss": 1.4999, "theoretical_loss": 3.6215511008847687, "tokens_seen": 1179779072 }, { "epoch": 0.36, "learning_rate": 0.000649087261785356, "loss": 1.5858, "theoretical_loss": 3.6215326828900247, "tokens_seen": 1179844608 }, { "epoch": 0.36, "learning_rate": 0.0006490672016048145, "loss": 1.5173, "theoretical_loss": 3.6215142662047395, "tokens_seen": 1179910144 }, { "epoch": 0.36, "learning_rate": 0.0006490471414242728, "loss": 1.4483, "theoretical_loss": 3.621495850828748, "tokens_seen": 1179975680 }, { "epoch": 0.36, "learning_rate": 0.0006490270812437312, "loss": 1.6071, "theoretical_loss": 3.621477436761884, "tokens_seen": 1180041216 }, { "epoch": 0.36, "learning_rate": 0.0006490070210631896, "loss": 1.5516, "theoretical_loss": 3.6214590240039817, "tokens_seen": 1180106752 }, { "epoch": 0.36, "learning_rate": 0.000648986960882648, "loss": 1.4916, "theoretical_loss": 3.621440612554876, "tokens_seen": 1180172288 }, { "epoch": 0.36, "learning_rate": 0.0006489669007021063, "loss": 1.4828, "theoretical_loss": 3.6214222024144007, "tokens_seen": 1180237824 }, { "epoch": 0.36, "learning_rate": 0.0006489468405215647, "loss": 1.5132, "theoretical_loss": 3.62140379358239, "tokens_seen": 1180303360 }, { "epoch": 0.36, "learning_rate": 0.000648926780341023, "loss": 1.5801, "theoretical_loss": 3.6213853860586784, "tokens_seen": 1180368896 }, { "epoch": 0.36, "learning_rate": 0.0006489067201604815, "loss": 1.5096, "theoretical_loss": 3.6213669798431005, "tokens_seen": 1180434432 }, { "epoch": 0.36, "learning_rate": 0.0006488866599799398, "loss": 1.3671, "theoretical_loss": 3.6213485749354906, "tokens_seen": 1180499968 }, { "epoch": 0.36, "learning_rate": 0.0006488665997993982, "loss": 1.5179, "theoretical_loss": 3.621330171335683, "tokens_seen": 1180565504 }, { "epoch": 0.36, "learning_rate": 0.0006488465396188566, "loss": 1.4874, "theoretical_loss": 3.621311769043512, "tokens_seen": 1180631040 }, { "epoch": 0.36, "learning_rate": 0.0006488264794383149, "loss": 1.5699, "theoretical_loss": 3.621293368058813, "tokens_seen": 1180696576 }, { "epoch": 0.36, "learning_rate": 0.0006488064192577733, "loss": 1.5197, "theoretical_loss": 3.6212749683814196, "tokens_seen": 1180762112 }, { "epoch": 0.36, "learning_rate": 0.0006487863590772318, "loss": 1.4683, "theoretical_loss": 3.621256570011167, "tokens_seen": 1180827648 }, { "epoch": 0.36, "learning_rate": 0.00064876629889669, "loss": 1.5104, "theoretical_loss": 3.621238172947889, "tokens_seen": 1180893184 }, { "epoch": 0.36, "learning_rate": 0.0006487462387161485, "loss": 1.5831, "theoretical_loss": 3.621219777191421, "tokens_seen": 1180958720 }, { "epoch": 0.36, "learning_rate": 0.0006487261785356067, "loss": 1.649, "theoretical_loss": 3.6212013827415976, "tokens_seen": 1181024256 }, { "epoch": 0.36, "learning_rate": 0.0006487061183550652, "loss": 1.4848, "theoretical_loss": 3.621182989598253, "tokens_seen": 1181089792 }, { "epoch": 0.36, "learning_rate": 0.0006486860581745236, "loss": 1.5882, "theoretical_loss": 3.621164597761222, "tokens_seen": 1181155328 }, { "epoch": 0.36, "learning_rate": 0.0006486659979939819, "loss": 1.4067, "theoretical_loss": 3.62114620723034, "tokens_seen": 1181220864 }, { "epoch": 0.36, "learning_rate": 0.0006486459378134404, "loss": 1.589, "theoretical_loss": 3.621127818005441, "tokens_seen": 1181286400 }, { "epoch": 0.36, "learning_rate": 0.0006486258776328988, "loss": 1.4644, "theoretical_loss": 3.6211094300863604, "tokens_seen": 1181351936 }, { "epoch": 0.36, "learning_rate": 0.0006486058174523571, "loss": 1.5332, "theoretical_loss": 3.6210910434729326, "tokens_seen": 1181417472 }, { "epoch": 0.36, "learning_rate": 0.0006485857572718155, "loss": 1.475, "theoretical_loss": 3.621072658164993, "tokens_seen": 1181483008 }, { "epoch": 0.36, "learning_rate": 0.0006485656970912738, "loss": 1.6027, "theoretical_loss": 3.621054274162376, "tokens_seen": 1181548544 }, { "epoch": 0.36, "learning_rate": 0.0006485456369107322, "loss": 1.5402, "theoretical_loss": 3.6210358914649166, "tokens_seen": 1181614080 }, { "epoch": 0.36, "learning_rate": 0.0006485255767301907, "loss": 1.4259, "theoretical_loss": 3.6210175100724498, "tokens_seen": 1181679616 }, { "epoch": 0.36, "learning_rate": 0.0006485055165496489, "loss": 1.4532, "theoretical_loss": 3.6209991299848108, "tokens_seen": 1181745152 }, { "epoch": 0.36, "learning_rate": 0.0006484854563691074, "loss": 1.61, "theoretical_loss": 3.6209807512018344, "tokens_seen": 1181810688 }, { "epoch": 0.36, "learning_rate": 0.0006484653961885657, "loss": 1.4942, "theoretical_loss": 3.620962373723356, "tokens_seen": 1181876224 }, { "epoch": 0.36, "learning_rate": 0.0006484453360080241, "loss": 1.5637, "theoretical_loss": 3.62094399754921, "tokens_seen": 1181941760 }, { "epoch": 0.36, "learning_rate": 0.0006484252758274825, "loss": 1.5275, "theoretical_loss": 3.620925622679232, "tokens_seen": 1182007296 }, { "epoch": 0.36, "learning_rate": 0.0006484052156469409, "loss": 1.5588, "theoretical_loss": 3.620907249113257, "tokens_seen": 1182072832 }, { "epoch": 0.36, "learning_rate": 0.0006483851554663992, "loss": 1.6195, "theoretical_loss": 3.6208888768511205, "tokens_seen": 1182138368 }, { "epoch": 0.36, "learning_rate": 0.0006483650952858577, "loss": 1.4283, "theoretical_loss": 3.6208705058926567, "tokens_seen": 1182203904 }, { "epoch": 0.36, "learning_rate": 0.0006483450351053159, "loss": 1.4748, "theoretical_loss": 3.620852136237702, "tokens_seen": 1182269440 }, { "epoch": 0.36, "learning_rate": 0.0006483249749247744, "loss": 1.5668, "theoretical_loss": 3.620833767886092, "tokens_seen": 1182334976 }, { "epoch": 0.36, "learning_rate": 0.0006483049147442327, "loss": 1.4237, "theoretical_loss": 3.6208154008376603, "tokens_seen": 1182400512 }, { "epoch": 0.36, "learning_rate": 0.0006482848545636911, "loss": 1.4909, "theoretical_loss": 3.6207970350922434, "tokens_seen": 1182466048 }, { "epoch": 0.36, "learning_rate": 0.0006482647943831495, "loss": 1.5972, "theoretical_loss": 3.620778670649676, "tokens_seen": 1182531584 }, { "epoch": 0.36, "learning_rate": 0.0006482447342026079, "loss": 1.5307, "theoretical_loss": 3.6207603075097943, "tokens_seen": 1182597120 }, { "epoch": 0.36, "learning_rate": 0.0006482246740220662, "loss": 1.4447, "theoretical_loss": 3.620741945672433, "tokens_seen": 1182662656 }, { "epoch": 0.36, "learning_rate": 0.0006482046138415246, "loss": 1.4192, "theoretical_loss": 3.620723585137428, "tokens_seen": 1182728192 }, { "epoch": 0.36, "learning_rate": 0.0006481845536609829, "loss": 1.4342, "theoretical_loss": 3.620705225904614, "tokens_seen": 1182793728 }, { "epoch": 0.36, "learning_rate": 0.0006481644934804414, "loss": 1.5002, "theoretical_loss": 3.620686867973828, "tokens_seen": 1182859264 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.4936176538467407, "objective/train/docs_used": 433029, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4094845056533813, "objective/train/original_loss": 1.409484624862671, "objective/train/theoretical_loss": 3.6206685113449044, "objective/train/tokens_used": 1203384800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24416792392730713, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506032705307007, "objective/train/weighted_lm_loss": 1.4806407690048218, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6206685113449044, "tokens_seen": 1182924800 }, { "epoch": 0.36, "learning_rate": 0.0006481444332998997, "loss": 1.44, "theoretical_loss": 3.6206685113449044, "tokens_seen": 1182924800 }, { "epoch": 0.36, "learning_rate": 0.0006481243731193581, "loss": 1.4981, "theoretical_loss": 3.6206501560176783, "tokens_seen": 1182990336 }, { "epoch": 0.36, "learning_rate": 0.0006481043129388164, "loss": 1.5833, "theoretical_loss": 3.620631801991987, "tokens_seen": 1183055872 }, { "epoch": 0.36, "learning_rate": 0.0006480842527582749, "loss": 1.512, "theoretical_loss": 3.6206134492676645, "tokens_seen": 1183121408 }, { "epoch": 0.36, "learning_rate": 0.0006480641925777332, "loss": 1.5799, "theoretical_loss": 3.620595097844547, "tokens_seen": 1183186944 }, { "epoch": 0.36, "learning_rate": 0.0006480441323971916, "loss": 1.4179, "theoretical_loss": 3.62057674772247, "tokens_seen": 1183252480 }, { "epoch": 0.36, "learning_rate": 0.00064802407221665, "loss": 1.6387, "theoretical_loss": 3.6205583989012697, "tokens_seen": 1183318016 }, { "epoch": 0.36, "learning_rate": 0.0006480040120361084, "loss": 1.5511, "theoretical_loss": 3.6205400513807815, "tokens_seen": 1183383552 }, { "epoch": 0.36, "learning_rate": 0.0006479839518555667, "loss": 1.4314, "theoretical_loss": 3.6205217051608414, "tokens_seen": 1183449088 }, { "epoch": 0.36, "learning_rate": 0.0006479638916750251, "loss": 1.5018, "theoretical_loss": 3.6205033602412846, "tokens_seen": 1183514624 }, { "epoch": 0.36, "learning_rate": 0.0006479438314944834, "loss": 1.6663, "theoretical_loss": 3.6204850166219478, "tokens_seen": 1183580160 }, { "epoch": 0.36, "learning_rate": 0.0006479237713139419, "loss": 1.4523, "theoretical_loss": 3.620466674302666, "tokens_seen": 1183645696 }, { "epoch": 0.36, "learning_rate": 0.0006479037111334002, "loss": 1.4661, "theoretical_loss": 3.620448333283276, "tokens_seen": 1183711232 }, { "epoch": 0.36, "learning_rate": 0.0006478836509528586, "loss": 1.4055, "theoretical_loss": 3.620429993563613, "tokens_seen": 1183776768 }, { "epoch": 0.36, "learning_rate": 0.000647863590772317, "loss": 1.423, "theoretical_loss": 3.6204116551435126, "tokens_seen": 1183842304 }, { "epoch": 0.36, "learning_rate": 0.0006478435305917753, "loss": 1.6615, "theoretical_loss": 3.620393318022812, "tokens_seen": 1183907840 }, { "epoch": 0.36, "learning_rate": 0.0006478234704112337, "loss": 1.4892, "theoretical_loss": 3.6203749822013465, "tokens_seen": 1183973376 }, { "epoch": 0.36, "learning_rate": 0.0006478034102306922, "loss": 1.434, "theoretical_loss": 3.6203566476789524, "tokens_seen": 1184038912 }, { "epoch": 0.36, "learning_rate": 0.0006477833500501504, "loss": 1.5426, "theoretical_loss": 3.620338314455465, "tokens_seen": 1184104448 }, { "epoch": 0.36, "learning_rate": 0.0006477632898696089, "loss": 1.5556, "theoretical_loss": 3.620319982530721, "tokens_seen": 1184169984 }, { "epoch": 0.36, "learning_rate": 0.0006477432296890671, "loss": 1.4777, "theoretical_loss": 3.6203016519045566, "tokens_seen": 1184235520 }, { "epoch": 0.36, "learning_rate": 0.0006477231695085256, "loss": 1.5517, "theoretical_loss": 3.6202833225768085, "tokens_seen": 1184301056 }, { "epoch": 0.36, "learning_rate": 0.000647703109327984, "loss": 1.4925, "theoretical_loss": 3.6202649945473113, "tokens_seen": 1184366592 }, { "epoch": 0.36, "learning_rate": 0.0006476830491474423, "loss": 1.5012, "theoretical_loss": 3.6202466678159024, "tokens_seen": 1184432128 }, { "epoch": 0.36, "learning_rate": 0.0006476629889669007, "loss": 1.4808, "theoretical_loss": 3.6202283423824175, "tokens_seen": 1184497664 }, { "epoch": 0.36, "learning_rate": 0.0006476429287863592, "loss": 1.4321, "theoretical_loss": 3.620210018246694, "tokens_seen": 1184563200 }, { "epoch": 0.36, "learning_rate": 0.0006476228686058174, "loss": 1.5352, "theoretical_loss": 3.6201916954085664, "tokens_seen": 1184628736 }, { "epoch": 0.36, "learning_rate": 0.0006476028084252759, "loss": 1.4575, "theoretical_loss": 3.620173373867873, "tokens_seen": 1184694272 }, { "epoch": 0.36, "learning_rate": 0.0006475827482447341, "loss": 1.5131, "theoretical_loss": 3.6201550536244484, "tokens_seen": 1184759808 }, { "epoch": 0.36, "learning_rate": 0.0006475626880641926, "loss": 1.5683, "theoretical_loss": 3.6201367346781304, "tokens_seen": 1184825344 }, { "epoch": 0.36, "learning_rate": 0.000647542627883651, "loss": 1.4233, "theoretical_loss": 3.620118417028754, "tokens_seen": 1184890880 }, { "epoch": 0.36, "learning_rate": 0.0006475225677031093, "loss": 1.5112, "theoretical_loss": 3.620100100676157, "tokens_seen": 1184956416 }, { "epoch": 0.36, "learning_rate": 0.0006475025075225677, "loss": 1.5664, "theoretical_loss": 3.620081785620175, "tokens_seen": 1185021952 }, { "epoch": 0.36, "learning_rate": 0.0006474824473420261, "loss": 1.4779, "theoretical_loss": 3.620063471860645, "tokens_seen": 1185087488 }, { "epoch": 0.36, "learning_rate": 0.0006474623871614844, "loss": 1.4768, "theoretical_loss": 3.620045159397403, "tokens_seen": 1185153024 }, { "epoch": 0.36, "learning_rate": 0.0006474423269809429, "loss": 1.4806, "theoretical_loss": 3.620026848230286, "tokens_seen": 1185218560 }, { "epoch": 0.36, "learning_rate": 0.0006474222668004011, "loss": 1.5108, "theoretical_loss": 3.620008538359131, "tokens_seen": 1185284096 }, { "epoch": 0.36, "learning_rate": 0.0006474022066198596, "loss": 1.5866, "theoretical_loss": 3.619990229783774, "tokens_seen": 1185349632 }, { "epoch": 0.36, "learning_rate": 0.0006473821464393179, "loss": 1.5107, "theoretical_loss": 3.619971922504052, "tokens_seen": 1185415168 }, { "epoch": 0.36, "learning_rate": 0.0006473620862587763, "loss": 1.4007, "theoretical_loss": 3.619953616519801, "tokens_seen": 1185480704 }, { "epoch": 0.36, "learning_rate": 0.0006473420260782347, "loss": 1.5312, "theoretical_loss": 3.619935311830859, "tokens_seen": 1185546240 }, { "epoch": 0.36, "learning_rate": 0.0006473219658976931, "loss": 1.5189, "theoretical_loss": 3.6199170084370613, "tokens_seen": 1185611776 }, { "epoch": 0.36, "learning_rate": 0.0006473019057171514, "loss": 1.4024, "theoretical_loss": 3.6198987063382457, "tokens_seen": 1185677312 }, { "epoch": 0.36, "learning_rate": 0.0006472818455366099, "loss": 1.5199, "theoretical_loss": 3.6198804055342486, "tokens_seen": 1185742848 }, { "epoch": 0.36, "learning_rate": 0.0006472617853560682, "loss": 1.6621, "theoretical_loss": 3.6198621060249065, "tokens_seen": 1185808384 }, { "epoch": 0.36, "learning_rate": 0.0006472417251755266, "loss": 1.5044, "theoretical_loss": 3.6198438078100574, "tokens_seen": 1185873920 }, { "epoch": 0.36, "learning_rate": 0.0006472216649949849, "loss": 1.534, "theoretical_loss": 3.6198255108895374, "tokens_seen": 1185939456 }, { "epoch": 0.36, "learning_rate": 0.0006472016048144433, "loss": 1.5118, "theoretical_loss": 3.619807215263183, "tokens_seen": 1186004992 }, { "epoch": 0.36, "learning_rate": 0.0006471815446339017, "loss": 1.6004, "theoretical_loss": 3.6197889209308323, "tokens_seen": 1186070528 }, { "epoch": 0.36, "learning_rate": 0.0006471614844533601, "loss": 1.542, "theoretical_loss": 3.619770627892321, "tokens_seen": 1186136064 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49382704496383667, "objective/train/docs_used": 434243, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5245219469070435, "objective/train/original_loss": 1.524521827697754, "objective/train/theoretical_loss": 3.6197523361474877, "objective/train/tokens_used": 1206661600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24418462812900543, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506240129470825, "objective/train/weighted_lm_loss": 1.601709246635437, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6197523361474877, "tokens_seen": 1186201600 }, { "epoch": 0.36, "learning_rate": 0.0006471414242728185, "loss": 1.5567, "theoretical_loss": 3.6197523361474877, "tokens_seen": 1186201600 }, { "epoch": 0.36, "learning_rate": 0.0006471213640922768, "loss": 1.4921, "theoretical_loss": 3.619734045696168, "tokens_seen": 1186267136 }, { "epoch": 0.36, "learning_rate": 0.0006471013039117353, "loss": 1.4222, "theoretical_loss": 3.619715756538199, "tokens_seen": 1186332672 }, { "epoch": 0.36, "learning_rate": 0.0006470812437311936, "loss": 1.4482, "theoretical_loss": 3.6196974686734187, "tokens_seen": 1186398208 }, { "epoch": 0.36, "learning_rate": 0.000647061183550652, "loss": 1.5808, "theoretical_loss": 3.619679182101664, "tokens_seen": 1186463744 }, { "epoch": 0.36, "learning_rate": 0.0006470411233701104, "loss": 1.5204, "theoretical_loss": 3.6196608968227717, "tokens_seen": 1186529280 }, { "epoch": 0.36, "learning_rate": 0.0006470210631895688, "loss": 1.5984, "theoretical_loss": 3.6196426128365795, "tokens_seen": 1186594816 }, { "epoch": 0.36, "learning_rate": 0.0006470010030090271, "loss": 1.6523, "theoretical_loss": 3.6196243301429236, "tokens_seen": 1186660352 }, { "epoch": 0.36, "learning_rate": 0.0006469809428284855, "loss": 1.5107, "theoretical_loss": 3.619606048741643, "tokens_seen": 1186725888 }, { "epoch": 0.36, "learning_rate": 0.0006469608826479438, "loss": 1.4732, "theoretical_loss": 3.619587768632573, "tokens_seen": 1186791424 }, { "epoch": 0.36, "learning_rate": 0.0006469408224674023, "loss": 1.4639, "theoretical_loss": 3.6195694898155524, "tokens_seen": 1186856960 }, { "epoch": 0.36, "learning_rate": 0.0006469207622868606, "loss": 1.6962, "theoretical_loss": 3.6195512122904177, "tokens_seen": 1186922496 }, { "epoch": 0.36, "learning_rate": 0.000646900702106319, "loss": 1.5452, "theoretical_loss": 3.6195329360570065, "tokens_seen": 1186988032 }, { "epoch": 0.36, "learning_rate": 0.0006468806419257774, "loss": 1.5766, "theoretical_loss": 3.619514661115157, "tokens_seen": 1187053568 }, { "epoch": 0.36, "learning_rate": 0.0006468605817452357, "loss": 1.5132, "theoretical_loss": 3.619496387464705, "tokens_seen": 1187119104 }, { "epoch": 0.36, "learning_rate": 0.0006468405215646941, "loss": 1.4587, "theoretical_loss": 3.6194781151054896, "tokens_seen": 1187184640 }, { "epoch": 0.36, "learning_rate": 0.0006468204613841526, "loss": 1.5521, "theoretical_loss": 3.6194598440373467, "tokens_seen": 1187250176 }, { "epoch": 0.36, "learning_rate": 0.0006468004012036108, "loss": 1.4978, "theoretical_loss": 3.619441574260115, "tokens_seen": 1187315712 }, { "epoch": 0.36, "learning_rate": 0.0006467803410230693, "loss": 1.4008, "theoretical_loss": 3.6194233057736316, "tokens_seen": 1187381248 }, { "epoch": 0.36, "learning_rate": 0.0006467602808425275, "loss": 1.4592, "theoretical_loss": 3.6194050385777343, "tokens_seen": 1187446784 }, { "epoch": 0.36, "learning_rate": 0.000646740220661986, "loss": 1.5678, "theoretical_loss": 3.619386772672261, "tokens_seen": 1187512320 }, { "epoch": 0.36, "learning_rate": 0.0006467201604814444, "loss": 1.5049, "theoretical_loss": 3.6193685080570486, "tokens_seen": 1187577856 }, { "epoch": 0.36, "learning_rate": 0.0006467001003009027, "loss": 1.6502, "theoretical_loss": 3.619350244731935, "tokens_seen": 1187643392 }, { "epoch": 0.36, "learning_rate": 0.0006466800401203611, "loss": 1.5546, "theoretical_loss": 3.619331982696758, "tokens_seen": 1187708928 }, { "epoch": 0.36, "learning_rate": 0.0006466599799398196, "loss": 1.5904, "theoretical_loss": 3.6193137219513556, "tokens_seen": 1187774464 }, { "epoch": 0.36, "learning_rate": 0.0006466399197592778, "loss": 1.5576, "theoretical_loss": 3.6192954624955647, "tokens_seen": 1187840000 }, { "epoch": 0.36, "learning_rate": 0.0006466198595787363, "loss": 1.4618, "theoretical_loss": 3.619277204329224, "tokens_seen": 1187905536 }, { "epoch": 0.36, "learning_rate": 0.0006465997993981945, "loss": 1.6165, "theoretical_loss": 3.619258947452171, "tokens_seen": 1187971072 }, { "epoch": 0.36, "learning_rate": 0.000646579739217653, "loss": 1.5933, "theoretical_loss": 3.619240691864243, "tokens_seen": 1188036608 }, { "epoch": 0.36, "learning_rate": 0.0006465596790371114, "loss": 1.4737, "theoretical_loss": 3.619222437565279, "tokens_seen": 1188102144 }, { "epoch": 0.36, "learning_rate": 0.0006465396188565697, "loss": 1.3664, "theoretical_loss": 3.619204184555116, "tokens_seen": 1188167680 }, { "epoch": 0.36, "learning_rate": 0.0006465195586760281, "loss": 1.4469, "theoretical_loss": 3.6191859328335916, "tokens_seen": 1188233216 }, { "epoch": 0.36, "learning_rate": 0.0006464994984954865, "loss": 1.5291, "theoretical_loss": 3.619167682400545, "tokens_seen": 1188298752 }, { "epoch": 0.36, "learning_rate": 0.0006464794383149448, "loss": 1.5127, "theoretical_loss": 3.6191494332558136, "tokens_seen": 1188364288 }, { "epoch": 0.36, "learning_rate": 0.0006464593781344033, "loss": 1.5788, "theoretical_loss": 3.619131185399235, "tokens_seen": 1188429824 }, { "epoch": 0.36, "learning_rate": 0.0006464393179538615, "loss": 1.5876, "theoretical_loss": 3.6191129388306473, "tokens_seen": 1188495360 }, { "epoch": 0.36, "learning_rate": 0.00064641925777332, "loss": 1.6157, "theoretical_loss": 3.619094693549889, "tokens_seen": 1188560896 }, { "epoch": 0.36, "learning_rate": 0.0006463991975927783, "loss": 1.6413, "theoretical_loss": 3.6190764495567986, "tokens_seen": 1188626432 }, { "epoch": 0.36, "learning_rate": 0.0006463791374122367, "loss": 1.4741, "theoretical_loss": 3.6190582068512134, "tokens_seen": 1188691968 }, { "epoch": 0.36, "learning_rate": 0.0006463590772316951, "loss": 1.4967, "theoretical_loss": 3.6190399654329717, "tokens_seen": 1188757504 }, { "epoch": 0.36, "learning_rate": 0.0006463390170511535, "loss": 1.3679, "theoretical_loss": 3.6190217253019124, "tokens_seen": 1188823040 }, { "epoch": 0.36, "learning_rate": 0.0006463189568706118, "loss": 1.5164, "theoretical_loss": 3.6190034864578724, "tokens_seen": 1188888576 }, { "epoch": 0.36, "learning_rate": 0.0006462988966900703, "loss": 1.5284, "theoretical_loss": 3.6189852489006915, "tokens_seen": 1188954112 }, { "epoch": 0.36, "learning_rate": 0.0006462788365095286, "loss": 1.7073, "theoretical_loss": 3.6189670126302067, "tokens_seen": 1189019648 }, { "epoch": 0.36, "learning_rate": 0.000646258776328987, "loss": 1.3753, "theoretical_loss": 3.6189487776462568, "tokens_seen": 1189085184 }, { "epoch": 0.36, "learning_rate": 0.0006462387161484453, "loss": 1.4355, "theoretical_loss": 3.6189305439486805, "tokens_seen": 1189150720 }, { "epoch": 0.36, "learning_rate": 0.0006462186559679037, "loss": 1.4003, "theoretical_loss": 3.6189123115373154, "tokens_seen": 1189216256 }, { "epoch": 0.36, "learning_rate": 0.0006461985957873621, "loss": 1.5198, "theoretical_loss": 3.6188940804120007, "tokens_seen": 1189281792 }, { "epoch": 0.36, "learning_rate": 0.0006461785356068205, "loss": 1.427, "theoretical_loss": 3.6188758505725738, "tokens_seen": 1189347328 }, { "epoch": 0.36, "learning_rate": 0.0006461584754262788, "loss": 1.524, "theoretical_loss": 3.6188576220188744, "tokens_seen": 1189412864 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49167755246162415, "objective/train/docs_used": 435462, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4333511590957642, "objective/train/original_loss": 1.4333510398864746, "objective/train/theoretical_loss": 3.61883939475074, "objective/train/tokens_used": 1209938400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2430894821882248, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0504034757614136, "objective/train/weighted_lm_loss": 1.5056500434875488, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.61883939475074, "tokens_seen": 1189478400 }, { "epoch": 0.36, "learning_rate": 0.0006461384152457372, "loss": 1.4794, "theoretical_loss": 3.61883939475074, "tokens_seen": 1189478400 }, { "epoch": 0.36, "learning_rate": 0.0006461183550651956, "loss": 1.6335, "theoretical_loss": 3.61882116876801, "tokens_seen": 1189543936 }, { "epoch": 0.36, "learning_rate": 0.000646098294884654, "loss": 1.6601, "theoretical_loss": 3.618802944070522, "tokens_seen": 1189609472 }, { "epoch": 0.36, "learning_rate": 0.0006460782347041123, "loss": 1.5748, "theoretical_loss": 3.6187847206581147, "tokens_seen": 1189675008 }, { "epoch": 0.36, "learning_rate": 0.0006460581745235708, "loss": 1.6249, "theoretical_loss": 3.6187664985306274, "tokens_seen": 1189740544 }, { "epoch": 0.36, "learning_rate": 0.000646038114343029, "loss": 1.5112, "theoretical_loss": 3.6187482776878985, "tokens_seen": 1189806080 }, { "epoch": 0.36, "learning_rate": 0.0006460180541624875, "loss": 1.3806, "theoretical_loss": 3.618730058129766, "tokens_seen": 1189871616 }, { "epoch": 0.36, "learning_rate": 0.0006459979939819458, "loss": 1.4935, "theoretical_loss": 3.6187118398560694, "tokens_seen": 1189937152 }, { "epoch": 0.36, "learning_rate": 0.0006459779338014042, "loss": 1.5455, "theoretical_loss": 3.6186936228666475, "tokens_seen": 1190002688 }, { "epoch": 0.36, "learning_rate": 0.0006459578736208626, "loss": 1.5292, "theoretical_loss": 3.618675407161338, "tokens_seen": 1190068224 }, { "epoch": 0.36, "learning_rate": 0.000645937813440321, "loss": 1.5325, "theoretical_loss": 3.61865719273998, "tokens_seen": 1190133760 }, { "epoch": 0.36, "learning_rate": 0.0006459177532597793, "loss": 1.5664, "theoretical_loss": 3.618638979602414, "tokens_seen": 1190199296 }, { "epoch": 0.36, "learning_rate": 0.0006458976930792378, "loss": 1.5835, "theoretical_loss": 3.6186207677484763, "tokens_seen": 1190264832 }, { "epoch": 0.36, "learning_rate": 0.000645877632898696, "loss": 1.3853, "theoretical_loss": 3.618602557178007, "tokens_seen": 1190330368 }, { "epoch": 0.36, "learning_rate": 0.0006458575727181545, "loss": 1.4969, "theoretical_loss": 3.6185843478908453, "tokens_seen": 1190395904 }, { "epoch": 0.36, "learning_rate": 0.0006458375125376128, "loss": 1.5456, "theoretical_loss": 3.6185661398868296, "tokens_seen": 1190461440 }, { "epoch": 0.36, "learning_rate": 0.0006458174523570712, "loss": 1.5068, "theoretical_loss": 3.6185479331657993, "tokens_seen": 1190526976 }, { "epoch": 0.36, "learning_rate": 0.0006457973921765296, "loss": 1.4651, "theoretical_loss": 3.6185297277275925, "tokens_seen": 1190592512 }, { "epoch": 0.36, "learning_rate": 0.0006457773319959879, "loss": 1.5334, "theoretical_loss": 3.618511523572049, "tokens_seen": 1190658048 }, { "epoch": 0.36, "learning_rate": 0.0006457572718154463, "loss": 1.6191, "theoretical_loss": 3.6184933206990078, "tokens_seen": 1190723584 }, { "epoch": 0.36, "learning_rate": 0.0006457372116349048, "loss": 1.4677, "theoretical_loss": 3.6184751191083073, "tokens_seen": 1190789120 }, { "epoch": 0.36, "learning_rate": 0.000645717151454363, "loss": 1.4454, "theoretical_loss": 3.6184569187997875, "tokens_seen": 1190854656 }, { "epoch": 0.36, "learning_rate": 0.0006456970912738215, "loss": 1.445, "theoretical_loss": 3.6184387197732875, "tokens_seen": 1190920192 }, { "epoch": 0.36, "learning_rate": 0.0006456770310932799, "loss": 1.6188, "theoretical_loss": 3.6184205220286447, "tokens_seen": 1190985728 }, { "epoch": 0.36, "learning_rate": 0.0006456569709127382, "loss": 1.6334, "theoretical_loss": 3.6184023255657007, "tokens_seen": 1191051264 }, { "epoch": 0.36, "learning_rate": 0.0006456369107321967, "loss": 1.4545, "theoretical_loss": 3.6183841303842934, "tokens_seen": 1191116800 }, { "epoch": 0.36, "learning_rate": 0.0006456168505516549, "loss": 1.6609, "theoretical_loss": 3.6183659364842624, "tokens_seen": 1191182336 }, { "epoch": 0.36, "learning_rate": 0.0006455967903711134, "loss": 1.4817, "theoretical_loss": 3.6183477438654466, "tokens_seen": 1191247872 }, { "epoch": 0.36, "learning_rate": 0.0006455767301905718, "loss": 1.4693, "theoretical_loss": 3.618329552527686, "tokens_seen": 1191313408 }, { "epoch": 0.36, "learning_rate": 0.0006455566700100301, "loss": 1.513, "theoretical_loss": 3.618311362470819, "tokens_seen": 1191378944 }, { "epoch": 0.36, "learning_rate": 0.0006455366098294885, "loss": 1.6087, "theoretical_loss": 3.6182931736946857, "tokens_seen": 1191444480 }, { "epoch": 0.36, "learning_rate": 0.0006455165496489469, "loss": 1.4781, "theoretical_loss": 3.6182749861991246, "tokens_seen": 1191510016 }, { "epoch": 0.36, "learning_rate": 0.0006454964894684052, "loss": 1.4452, "theoretical_loss": 3.6182567999839765, "tokens_seen": 1191575552 }, { "epoch": 0.36, "learning_rate": 0.0006454764292878637, "loss": 1.5443, "theoretical_loss": 3.61823861504908, "tokens_seen": 1191641088 }, { "epoch": 0.36, "learning_rate": 0.0006454563691073219, "loss": 1.4579, "theoretical_loss": 3.618220431394274, "tokens_seen": 1191706624 }, { "epoch": 0.36, "learning_rate": 0.0006454363089267804, "loss": 1.3607, "theoretical_loss": 3.6182022490193995, "tokens_seen": 1191772160 }, { "epoch": 0.36, "learning_rate": 0.0006454162487462387, "loss": 1.4436, "theoretical_loss": 3.618184067924295, "tokens_seen": 1191837696 }, { "epoch": 0.36, "learning_rate": 0.0006453961885656971, "loss": 1.3312, "theoretical_loss": 3.6181658881087997, "tokens_seen": 1191903232 }, { "epoch": 0.36, "learning_rate": 0.0006453761283851555, "loss": 1.64, "theoretical_loss": 3.618147709572754, "tokens_seen": 1191968768 }, { "epoch": 0.36, "learning_rate": 0.0006453560682046139, "loss": 1.5832, "theoretical_loss": 3.6181295323159977, "tokens_seen": 1192034304 }, { "epoch": 0.36, "learning_rate": 0.0006453360080240722, "loss": 1.483, "theoretical_loss": 3.6181113563383693, "tokens_seen": 1192099840 }, { "epoch": 0.36, "learning_rate": 0.0006453159478435307, "loss": 1.4684, "theoretical_loss": 3.6180931816397095, "tokens_seen": 1192165376 }, { "epoch": 0.36, "learning_rate": 0.000645295887662989, "loss": 1.519, "theoretical_loss": 3.618075008219858, "tokens_seen": 1192230912 }, { "epoch": 0.36, "learning_rate": 0.0006452758274824474, "loss": 1.4382, "theoretical_loss": 3.6180568360786536, "tokens_seen": 1192296448 }, { "epoch": 0.36, "learning_rate": 0.0006452557673019057, "loss": 1.6065, "theoretical_loss": 3.618038665215937, "tokens_seen": 1192361984 }, { "epoch": 0.36, "learning_rate": 0.0006452357071213641, "loss": 1.4441, "theoretical_loss": 3.618020495631548, "tokens_seen": 1192427520 }, { "epoch": 0.36, "learning_rate": 0.0006452156469408225, "loss": 1.3862, "theoretical_loss": 3.6180023273253252, "tokens_seen": 1192493056 }, { "epoch": 0.36, "learning_rate": 0.0006451955867602809, "loss": 1.4119, "theoretical_loss": 3.6179841602971097, "tokens_seen": 1192558592 }, { "epoch": 0.36, "learning_rate": 0.0006451755265797392, "loss": 1.7448, "theoretical_loss": 3.6179659945467417, "tokens_seen": 1192624128 }, { "epoch": 0.36, "learning_rate": 0.0006451554663991976, "loss": 1.5167, "theoretical_loss": 3.6179478300740593, "tokens_seen": 1192689664 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.4904041290283203, "objective/train/docs_used": 436657, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5171575546264648, "objective/train/original_loss": 1.5171575546264648, "objective/train/theoretical_loss": 3.6179296668789043, "objective/train/tokens_used": 1213215200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24095970392227173, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502653121948242, "objective/train/weighted_lm_loss": 1.5933728218078613, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6179296668789043, "tokens_seen": 1192755200 }, { "epoch": 0.36, "learning_rate": 0.000645135406218656, "loss": 1.506, "theoretical_loss": 3.6179296668789043, "tokens_seen": 1192755200 }, { "epoch": 0.36, "learning_rate": 0.0006451153460381144, "loss": 1.5113, "theoretical_loss": 3.617911504961116, "tokens_seen": 1192820736 }, { "epoch": 0.36, "learning_rate": 0.0006450952858575727, "loss": 1.5371, "theoretical_loss": 3.6178933443205334, "tokens_seen": 1192886272 }, { "epoch": 0.36, "learning_rate": 0.0006450752256770312, "loss": 1.4266, "theoretical_loss": 3.6178751849569983, "tokens_seen": 1192951808 }, { "epoch": 0.36, "learning_rate": 0.0006450551654964894, "loss": 1.5669, "theoretical_loss": 3.6178570268703494, "tokens_seen": 1193017344 }, { "epoch": 0.36, "learning_rate": 0.0006450351053159479, "loss": 1.4635, "theoretical_loss": 3.6178388700604276, "tokens_seen": 1193082880 }, { "epoch": 0.36, "learning_rate": 0.0006450150451354062, "loss": 1.4329, "theoretical_loss": 3.617820714527072, "tokens_seen": 1193148416 }, { "epoch": 0.36, "learning_rate": 0.0006449949849548646, "loss": 1.5335, "theoretical_loss": 3.6178025602701247, "tokens_seen": 1193213952 }, { "epoch": 0.36, "learning_rate": 0.000644974924774323, "loss": 1.5788, "theoretical_loss": 3.617784407289424, "tokens_seen": 1193279488 }, { "epoch": 0.36, "learning_rate": 0.0006449548645937814, "loss": 1.5858, "theoretical_loss": 3.61776625558481, "tokens_seen": 1193345024 }, { "epoch": 0.36, "learning_rate": 0.0006449348044132397, "loss": 1.4694, "theoretical_loss": 3.6177481051561236, "tokens_seen": 1193410560 }, { "epoch": 0.36, "learning_rate": 0.0006449147442326982, "loss": 1.4818, "theoretical_loss": 3.6177299560032057, "tokens_seen": 1193476096 }, { "epoch": 0.36, "learning_rate": 0.0006448946840521564, "loss": 1.5796, "theoretical_loss": 3.617711808125896, "tokens_seen": 1193541632 }, { "epoch": 0.36, "learning_rate": 0.0006448746238716149, "loss": 1.5872, "theoretical_loss": 3.617693661524034, "tokens_seen": 1193607168 }, { "epoch": 0.36, "learning_rate": 0.0006448545636910732, "loss": 1.56, "theoretical_loss": 3.617675516197461, "tokens_seen": 1193672704 }, { "epoch": 0.36, "learning_rate": 0.0006448345035105316, "loss": 1.5487, "theoretical_loss": 3.6176573721460175, "tokens_seen": 1193738240 }, { "epoch": 0.36, "learning_rate": 0.00064481444332999, "loss": 1.4693, "theoretical_loss": 3.6176392293695434, "tokens_seen": 1193803776 }, { "epoch": 0.36, "learning_rate": 0.0006447943831494483, "loss": 1.5701, "theoretical_loss": 3.617621087867879, "tokens_seen": 1193869312 }, { "epoch": 0.36, "learning_rate": 0.0006447743229689067, "loss": 1.6187, "theoretical_loss": 3.617602947640865, "tokens_seen": 1193934848 }, { "epoch": 0.36, "learning_rate": 0.0006447542627883652, "loss": 1.4605, "theoretical_loss": 3.617584808688342, "tokens_seen": 1194000384 }, { "epoch": 0.36, "learning_rate": 0.0006447342026078234, "loss": 1.501, "theoretical_loss": 3.6175666710101506, "tokens_seen": 1194065920 }, { "epoch": 0.36, "learning_rate": 0.0006447141424272819, "loss": 1.4605, "theoretical_loss": 3.6175485346061307, "tokens_seen": 1194131456 }, { "epoch": 0.36, "learning_rate": 0.0006446940822467403, "loss": 1.5909, "theoretical_loss": 3.6175303994761236, "tokens_seen": 1194196992 }, { "epoch": 0.36, "learning_rate": 0.0006446740220661986, "loss": 1.5377, "theoretical_loss": 3.6175122656199696, "tokens_seen": 1194262528 }, { "epoch": 0.36, "learning_rate": 0.000644653961885657, "loss": 1.4199, "theoretical_loss": 3.6174941330375097, "tokens_seen": 1194328064 }, { "epoch": 0.36, "learning_rate": 0.0006446339017051153, "loss": 1.5727, "theoretical_loss": 3.6174760017285834, "tokens_seen": 1194393600 }, { "epoch": 0.36, "learning_rate": 0.0006446138415245737, "loss": 1.5728, "theoretical_loss": 3.6174578716930323, "tokens_seen": 1194459136 }, { "epoch": 0.36, "learning_rate": 0.0006445937813440322, "loss": 1.4584, "theoretical_loss": 3.6174397429306975, "tokens_seen": 1194524672 }, { "epoch": 0.36, "learning_rate": 0.0006445737211634904, "loss": 1.5543, "theoretical_loss": 3.617421615441419, "tokens_seen": 1194590208 }, { "epoch": 0.36, "learning_rate": 0.0006445536609829489, "loss": 1.5974, "theoretical_loss": 3.6174034892250373, "tokens_seen": 1194655744 }, { "epoch": 0.36, "learning_rate": 0.0006445336008024072, "loss": 1.5728, "theoretical_loss": 3.617385364281394, "tokens_seen": 1194721280 }, { "epoch": 0.36, "learning_rate": 0.0006445135406218656, "loss": 1.5313, "theoretical_loss": 3.6173672406103297, "tokens_seen": 1194786816 }, { "epoch": 0.36, "learning_rate": 0.000644493480441324, "loss": 1.6705, "theoretical_loss": 3.617349118211685, "tokens_seen": 1194852352 }, { "epoch": 0.36, "learning_rate": 0.0006444734202607823, "loss": 1.4363, "theoretical_loss": 3.6173309970853014, "tokens_seen": 1194917888 }, { "epoch": 0.36, "learning_rate": 0.0006444533600802407, "loss": 1.5225, "theoretical_loss": 3.6173128772310186, "tokens_seen": 1194983424 }, { "epoch": 0.36, "learning_rate": 0.0006444332998996991, "loss": 1.4952, "theoretical_loss": 3.617294758648679, "tokens_seen": 1195048960 }, { "epoch": 0.36, "learning_rate": 0.0006444132397191574, "loss": 1.5378, "theoretical_loss": 3.6172766413381225, "tokens_seen": 1195114496 }, { "epoch": 0.36, "learning_rate": 0.0006443931795386159, "loss": 1.3174, "theoretical_loss": 3.6172585252991905, "tokens_seen": 1195180032 }, { "epoch": 0.36, "learning_rate": 0.0006443731193580742, "loss": 1.3696, "theoretical_loss": 3.617240410531724, "tokens_seen": 1195245568 }, { "epoch": 0.36, "learning_rate": 0.0006443530591775326, "loss": 1.6448, "theoretical_loss": 3.617222297035564, "tokens_seen": 1195311104 }, { "epoch": 0.36, "learning_rate": 0.000644332998996991, "loss": 1.4328, "theoretical_loss": 3.617204184810552, "tokens_seen": 1195376640 }, { "epoch": 0.36, "learning_rate": 0.0006443129388164494, "loss": 1.5107, "theoretical_loss": 3.6171860738565282, "tokens_seen": 1195442176 }, { "epoch": 0.36, "learning_rate": 0.0006442928786359077, "loss": 1.5575, "theoretical_loss": 3.6171679641733343, "tokens_seen": 1195507712 }, { "epoch": 0.36, "learning_rate": 0.0006442728184553661, "loss": 1.6298, "theoretical_loss": 3.617149855760812, "tokens_seen": 1195573248 }, { "epoch": 0.36, "learning_rate": 0.0006442527582748244, "loss": 1.3782, "theoretical_loss": 3.6171317486188013, "tokens_seen": 1195638784 }, { "epoch": 0.36, "learning_rate": 0.0006442326980942829, "loss": 1.5836, "theoretical_loss": 3.6171136427471446, "tokens_seen": 1195704320 }, { "epoch": 0.36, "learning_rate": 0.0006442126379137412, "loss": 1.5733, "theoretical_loss": 3.617095538145682, "tokens_seen": 1195769856 }, { "epoch": 0.36, "learning_rate": 0.0006441925777331996, "loss": 1.4481, "theoretical_loss": 3.617077434814256, "tokens_seen": 1195835392 }, { "epoch": 0.36, "learning_rate": 0.0006441725175526579, "loss": 1.5221, "theoretical_loss": 3.6170593327527074, "tokens_seen": 1195900928 }, { "epoch": 0.36, "learning_rate": 0.0006441524573721164, "loss": 1.4434, "theoretical_loss": 3.617041231960877, "tokens_seen": 1195966464 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.4944654405117035, "objective/train/docs_used": 437781, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.499495506286621, "objective/train/original_loss": 1.4994956254959106, "objective/train/theoretical_loss": 3.617023132438607, "objective/train/tokens_used": 1216492000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24470704793930054, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506905317306519, "objective/train/weighted_lm_loss": 1.575422763824463, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.617023132438607, "tokens_seen": 1196032000 }, { "epoch": 0.36, "learning_rate": 0.0006441323971915748, "loss": 1.6074, "theoretical_loss": 3.617023132438607, "tokens_seen": 1196032000 }, { "epoch": 0.36, "learning_rate": 0.0006441123370110331, "loss": 1.507, "theoretical_loss": 3.617005034185738, "tokens_seen": 1196097536 }, { "epoch": 0.36, "learning_rate": 0.0006440922768304916, "loss": 1.4131, "theoretical_loss": 3.616986937202112, "tokens_seen": 1196163072 }, { "epoch": 0.36, "learning_rate": 0.0006440722166499498, "loss": 1.5221, "theoretical_loss": 3.6169688414875707, "tokens_seen": 1196228608 }, { "epoch": 0.36, "learning_rate": 0.0006440521564694083, "loss": 1.4891, "theoretical_loss": 3.6169507470419546, "tokens_seen": 1196294144 }, { "epoch": 0.36, "learning_rate": 0.0006440320962888666, "loss": 1.6309, "theoretical_loss": 3.6169326538651063, "tokens_seen": 1196359680 }, { "epoch": 0.36, "learning_rate": 0.000644012036108325, "loss": 1.48, "theoretical_loss": 3.616914561956867, "tokens_seen": 1196425216 }, { "epoch": 0.36, "learning_rate": 0.0006439919759277834, "loss": 1.5175, "theoretical_loss": 3.6168964713170775, "tokens_seen": 1196490752 }, { "epoch": 0.36, "learning_rate": 0.0006439719157472418, "loss": 1.5304, "theoretical_loss": 3.6168783819455803, "tokens_seen": 1196556288 }, { "epoch": 0.36, "learning_rate": 0.0006439518555667001, "loss": 1.5987, "theoretical_loss": 3.6168602938422167, "tokens_seen": 1196621824 }, { "epoch": 0.36, "learning_rate": 0.0006439317953861586, "loss": 1.446, "theoretical_loss": 3.6168422070068287, "tokens_seen": 1196687360 }, { "epoch": 0.36, "learning_rate": 0.0006439117352056168, "loss": 1.5183, "theoretical_loss": 3.616824121439257, "tokens_seen": 1196752896 }, { "epoch": 0.36, "learning_rate": 0.0006438916750250753, "loss": 1.4299, "theoretical_loss": 3.6168060371393445, "tokens_seen": 1196818432 }, { "epoch": 0.36, "learning_rate": 0.0006438716148445336, "loss": 1.5751, "theoretical_loss": 3.6167879541069325, "tokens_seen": 1196883968 }, { "epoch": 0.36, "learning_rate": 0.000643851554663992, "loss": 1.4409, "theoretical_loss": 3.6167698723418624, "tokens_seen": 1196949504 }, { "epoch": 0.36, "learning_rate": 0.0006438314944834504, "loss": 1.4636, "theoretical_loss": 3.616751791843976, "tokens_seen": 1197015040 }, { "epoch": 0.36, "learning_rate": 0.0006438114343029087, "loss": 1.6584, "theoretical_loss": 3.616733712613116, "tokens_seen": 1197080576 }, { "epoch": 0.36, "learning_rate": 0.0006437913741223671, "loss": 1.495, "theoretical_loss": 3.6167156346491236, "tokens_seen": 1197146112 }, { "epoch": 0.36, "learning_rate": 0.0006437713139418256, "loss": 1.6384, "theoretical_loss": 3.6166975579518406, "tokens_seen": 1197211648 }, { "epoch": 0.36, "learning_rate": 0.0006437512537612838, "loss": 1.4675, "theoretical_loss": 3.616679482521109, "tokens_seen": 1197277184 }, { "epoch": 0.36, "learning_rate": 0.0006437311935807423, "loss": 1.4893, "theoretical_loss": 3.6166614083567707, "tokens_seen": 1197342720 }, { "epoch": 0.36, "learning_rate": 0.0006437111334002007, "loss": 1.5542, "theoretical_loss": 3.616643335458668, "tokens_seen": 1197408256 }, { "epoch": 0.36, "learning_rate": 0.000643691073219659, "loss": 1.4584, "theoretical_loss": 3.6166252638266423, "tokens_seen": 1197473792 }, { "epoch": 0.36, "learning_rate": 0.0006436710130391174, "loss": 1.4551, "theoretical_loss": 3.6166071934605366, "tokens_seen": 1197539328 }, { "epoch": 0.36, "learning_rate": 0.0006436509528585757, "loss": 1.5873, "theoretical_loss": 3.6165891243601918, "tokens_seen": 1197604864 }, { "epoch": 0.36, "learning_rate": 0.0006436308926780341, "loss": 1.4333, "theoretical_loss": 3.6165710565254505, "tokens_seen": 1197670400 }, { "epoch": 0.36, "learning_rate": 0.0006436108324974926, "loss": 1.6389, "theoretical_loss": 3.616552989956155, "tokens_seen": 1197735936 }, { "epoch": 0.36, "learning_rate": 0.0006435907723169508, "loss": 1.5523, "theoretical_loss": 3.616534924652147, "tokens_seen": 1197801472 }, { "epoch": 0.36, "learning_rate": 0.0006435707121364093, "loss": 1.4616, "theoretical_loss": 3.6165168606132694, "tokens_seen": 1197867008 }, { "epoch": 0.36, "learning_rate": 0.0006435506519558676, "loss": 1.5595, "theoretical_loss": 3.6164987978393635, "tokens_seen": 1197932544 }, { "epoch": 0.36, "learning_rate": 0.000643530591775326, "loss": 1.5409, "theoretical_loss": 3.616480736330272, "tokens_seen": 1197998080 }, { "epoch": 0.36, "learning_rate": 0.0006435105315947844, "loss": 1.468, "theoretical_loss": 3.6164626760858374, "tokens_seen": 1198063616 }, { "epoch": 0.36, "learning_rate": 0.0006434904714142427, "loss": 1.4936, "theoretical_loss": 3.616444617105901, "tokens_seen": 1198129152 }, { "epoch": 0.36, "learning_rate": 0.0006434704112337011, "loss": 1.3861, "theoretical_loss": 3.616426559390306, "tokens_seen": 1198194688 }, { "epoch": 0.36, "learning_rate": 0.0006434503510531595, "loss": 1.4773, "theoretical_loss": 3.616408502938895, "tokens_seen": 1198260224 }, { "epoch": 0.36, "learning_rate": 0.0006434302908726178, "loss": 1.4408, "theoretical_loss": 3.6163904477515096, "tokens_seen": 1198325760 }, { "epoch": 0.36, "learning_rate": 0.0006434102306920763, "loss": 1.4745, "theoretical_loss": 3.6163723938279926, "tokens_seen": 1198391296 }, { "epoch": 0.36, "learning_rate": 0.0006433901705115346, "loss": 1.4381, "theoretical_loss": 3.6163543411681855, "tokens_seen": 1198456832 }, { "epoch": 0.36, "learning_rate": 0.000643370110330993, "loss": 1.397, "theoretical_loss": 3.616336289771932, "tokens_seen": 1198522368 }, { "epoch": 0.36, "learning_rate": 0.0006433500501504514, "loss": 1.526, "theoretical_loss": 3.6163182396390745, "tokens_seen": 1198587904 }, { "epoch": 0.36, "learning_rate": 0.0006433299899699098, "loss": 1.432, "theoretical_loss": 3.6163001907694547, "tokens_seen": 1198653440 }, { "epoch": 0.36, "learning_rate": 0.0006433099297893681, "loss": 1.5204, "theoretical_loss": 3.6162821431629153, "tokens_seen": 1198718976 }, { "epoch": 0.36, "learning_rate": 0.0006432898696088265, "loss": 1.3641, "theoretical_loss": 3.6162640968192994, "tokens_seen": 1198784512 }, { "epoch": 0.36, "learning_rate": 0.0006432698094282848, "loss": 1.4491, "theoretical_loss": 3.6162460517384494, "tokens_seen": 1198850048 }, { "epoch": 0.36, "learning_rate": 0.0006432497492477433, "loss": 1.6159, "theoretical_loss": 3.6162280079202076, "tokens_seen": 1198915584 }, { "epoch": 0.36, "learning_rate": 0.0006432296890672016, "loss": 1.4349, "theoretical_loss": 3.616209965364417, "tokens_seen": 1198981120 }, { "epoch": 0.36, "learning_rate": 0.00064320962888666, "loss": 1.4434, "theoretical_loss": 3.61619192407092, "tokens_seen": 1199046656 }, { "epoch": 0.36, "learning_rate": 0.0006431895687061183, "loss": 1.4685, "theoretical_loss": 3.6161738840395596, "tokens_seen": 1199112192 }, { "epoch": 0.36, "learning_rate": 0.0006431695085255768, "loss": 1.5381, "theoretical_loss": 3.6161558452701783, "tokens_seen": 1199177728 }, { "epoch": 0.36, "learning_rate": 0.0006431494483450351, "loss": 1.3535, "theoretical_loss": 3.6161378077626187, "tokens_seen": 1199243264 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49352720379829407, "objective/train/docs_used": 438488, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5206199884414673, "objective/train/original_loss": 1.5206197500228882, "objective/train/theoretical_loss": 3.6161197715167237, "objective/train/tokens_used": 1219768800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2444010227918625, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505951642990112, "objective/train/weighted_lm_loss": 1.597558856010437, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.6161197715167237, "tokens_seen": 1199308800 }, { "epoch": 0.36, "learning_rate": 0.0006431293881644935, "loss": 1.542, "theoretical_loss": 3.6161197715167237, "tokens_seen": 1199308800 }, { "epoch": 0.36, "learning_rate": 0.0006431093279839518, "loss": 1.4586, "theoretical_loss": 3.6161017365323365, "tokens_seen": 1199374336 }, { "epoch": 0.36, "learning_rate": 0.0006430892678034102, "loss": 1.471, "theoretical_loss": 3.6160837028092994, "tokens_seen": 1199439872 }, { "epoch": 0.36, "learning_rate": 0.0006430692076228686, "loss": 1.539, "theoretical_loss": 3.6160656703474556, "tokens_seen": 1199505408 }, { "epoch": 0.36, "learning_rate": 0.000643049147442327, "loss": 1.4005, "theoretical_loss": 3.616047639146648, "tokens_seen": 1199570944 }, { "epoch": 0.36, "learning_rate": 0.0006430290872617853, "loss": 1.5239, "theoretical_loss": 3.6160296092067195, "tokens_seen": 1199636480 }, { "epoch": 0.36, "learning_rate": 0.0006430090270812438, "loss": 1.5526, "theoretical_loss": 3.6160115805275126, "tokens_seen": 1199702016 }, { "epoch": 0.36, "learning_rate": 0.0006429889669007021, "loss": 1.4378, "theoretical_loss": 3.615993553108871, "tokens_seen": 1199767552 }, { "epoch": 0.36, "learning_rate": 0.0006429689067201605, "loss": 1.3499, "theoretical_loss": 3.6159755269506375, "tokens_seen": 1199833088 }, { "epoch": 0.36, "learning_rate": 0.0006429488465396189, "loss": 1.5604, "theoretical_loss": 3.6159575020526553, "tokens_seen": 1199898624 }, { "epoch": 0.36, "learning_rate": 0.0006429287863590772, "loss": 1.4094, "theoretical_loss": 3.6159394784147665, "tokens_seen": 1199964160 }, { "epoch": 0.36, "learning_rate": 0.0006429087261785356, "loss": 1.5057, "theoretical_loss": 3.6159214560368156, "tokens_seen": 1200029696 }, { "epoch": 0.36, "learning_rate": 0.000642888665997994, "loss": 1.5594, "theoretical_loss": 3.6159034349186445, "tokens_seen": 1200095232 }, { "epoch": 0.36, "learning_rate": 0.0006428686058174523, "loss": 1.6178, "theoretical_loss": 3.615885415060097, "tokens_seen": 1200160768 }, { "epoch": 0.36, "learning_rate": 0.0006428485456369108, "loss": 1.5856, "theoretical_loss": 3.6158673964610166, "tokens_seen": 1200226304 }, { "epoch": 0.36, "learning_rate": 0.000642828485456369, "loss": 1.4957, "theoretical_loss": 3.6158493791212454, "tokens_seen": 1200291840 }, { "epoch": 0.36, "learning_rate": 0.0006428084252758275, "loss": 1.5219, "theoretical_loss": 3.615831363040628, "tokens_seen": 1200357376 }, { "epoch": 0.36, "learning_rate": 0.0006427883650952859, "loss": 1.4635, "theoretical_loss": 3.6158133482190062, "tokens_seen": 1200422912 }, { "epoch": 0.36, "learning_rate": 0.0006427683049147442, "loss": 1.5105, "theoretical_loss": 3.6157953346562244, "tokens_seen": 1200488448 }, { "epoch": 0.36, "learning_rate": 0.0006427482447342026, "loss": 1.3856, "theoretical_loss": 3.615777322352126, "tokens_seen": 1200553984 }, { "epoch": 0.36, "learning_rate": 0.000642728184553661, "loss": 1.4599, "theoretical_loss": 3.615759311306553, "tokens_seen": 1200619520 }, { "epoch": 0.36, "learning_rate": 0.0006427081243731193, "loss": 1.3861, "theoretical_loss": 3.6157413015193502, "tokens_seen": 1200685056 }, { "epoch": 0.36, "learning_rate": 0.0006426880641925778, "loss": 1.5063, "theoretical_loss": 3.615723292990361, "tokens_seen": 1200750592 }, { "epoch": 0.36, "learning_rate": 0.000642668004012036, "loss": 1.487, "theoretical_loss": 3.6157052857194274, "tokens_seen": 1200816128 }, { "epoch": 0.36, "learning_rate": 0.0006426479438314945, "loss": 1.4787, "theoretical_loss": 3.6156872797063944, "tokens_seen": 1200881664 }, { "epoch": 0.36, "learning_rate": 0.000642627883650953, "loss": 1.6271, "theoretical_loss": 3.615669274951105, "tokens_seen": 1200947200 }, { "epoch": 0.36, "learning_rate": 0.0006426078234704112, "loss": 1.6145, "theoretical_loss": 3.615651271453402, "tokens_seen": 1201012736 }, { "epoch": 0.36, "learning_rate": 0.0006425877632898697, "loss": 1.4352, "theoretical_loss": 3.61563326921313, "tokens_seen": 1201078272 }, { "epoch": 0.36, "learning_rate": 0.000642567703109328, "loss": 1.4193, "theoretical_loss": 3.6156152682301324, "tokens_seen": 1201143808 }, { "epoch": 0.36, "learning_rate": 0.0006425476429287864, "loss": 1.5573, "theoretical_loss": 3.615597268504252, "tokens_seen": 1201209344 }, { "epoch": 0.36, "learning_rate": 0.0006425275827482448, "loss": 1.4402, "theoretical_loss": 3.615579270035333, "tokens_seen": 1201274880 }, { "epoch": 0.36, "learning_rate": 0.0006425075225677031, "loss": 1.5324, "theoretical_loss": 3.615561272823219, "tokens_seen": 1201340416 }, { "epoch": 0.36, "learning_rate": 0.0006424874623871615, "loss": 1.652, "theoretical_loss": 3.6155432768677542, "tokens_seen": 1201405952 }, { "epoch": 0.36, "learning_rate": 0.0006424674022066199, "loss": 1.4835, "theoretical_loss": 3.6155252821687816, "tokens_seen": 1201471488 }, { "epoch": 0.36, "learning_rate": 0.0006424473420260782, "loss": 1.5423, "theoretical_loss": 3.615507288726145, "tokens_seen": 1201537024 }, { "epoch": 0.36, "learning_rate": 0.0006424272818455367, "loss": 1.4723, "theoretical_loss": 3.615489296539688, "tokens_seen": 1201602560 }, { "epoch": 0.36, "learning_rate": 0.000642407221664995, "loss": 1.4552, "theoretical_loss": 3.615471305609255, "tokens_seen": 1201668096 }, { "epoch": 0.36, "learning_rate": 0.0006423871614844534, "loss": 1.5208, "theoretical_loss": 3.6154533159346895, "tokens_seen": 1201733632 }, { "epoch": 0.36, "learning_rate": 0.0006423671013039118, "loss": 1.5595, "theoretical_loss": 3.6154353275158355, "tokens_seen": 1201799168 }, { "epoch": 0.36, "learning_rate": 0.0006423470411233702, "loss": 1.5928, "theoretical_loss": 3.6154173403525367, "tokens_seen": 1201864704 }, { "epoch": 0.36, "learning_rate": 0.0006423269809428285, "loss": 1.3681, "theoretical_loss": 3.6153993544446372, "tokens_seen": 1201930240 }, { "epoch": 0.36, "learning_rate": 0.0006423069207622869, "loss": 1.4729, "theoretical_loss": 3.6153813697919808, "tokens_seen": 1201995776 }, { "epoch": 0.36, "learning_rate": 0.0006422868605817452, "loss": 1.5064, "theoretical_loss": 3.6153633863944115, "tokens_seen": 1202061312 }, { "epoch": 0.36, "learning_rate": 0.0006422668004012037, "loss": 1.4446, "theoretical_loss": 3.615345404251773, "tokens_seen": 1202126848 }, { "epoch": 0.36, "learning_rate": 0.000642246740220662, "loss": 1.5682, "theoretical_loss": 3.61532742336391, "tokens_seen": 1202192384 }, { "epoch": 0.36, "learning_rate": 0.0006422266800401204, "loss": 1.4201, "theoretical_loss": 3.6153094437306654, "tokens_seen": 1202257920 }, { "epoch": 0.36, "learning_rate": 0.0006422066198595787, "loss": 1.4042, "theoretical_loss": 3.615291465351885, "tokens_seen": 1202323456 }, { "epoch": 0.36, "learning_rate": 0.0006421865596790372, "loss": 1.483, "theoretical_loss": 3.6152734882274116, "tokens_seen": 1202388992 }, { "epoch": 0.36, "learning_rate": 0.0006421664994984955, "loss": 1.4998, "theoretical_loss": 3.6152555123570895, "tokens_seen": 1202454528 }, { "epoch": 0.36, "learning_rate": 0.0006421464393179539, "loss": 1.451, "theoretical_loss": 3.6152375377407626, "tokens_seen": 1202520064 }, { "epoch": 0.36, "objective/train/advantage_avg": 0.49168139696121216, "objective/train/docs_used": 439824, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4770653247833252, "objective/train/original_loss": 1.4770652055740356, "objective/train/theoretical_loss": 3.6152195643782763, "objective/train/tokens_used": 1223045600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24218137562274933, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503991842269897, "objective/train/weighted_lm_loss": 1.5514562129974365, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6152195643782763, "tokens_seen": 1202585600 }, { "epoch": 0.36, "learning_rate": 0.0006421263791374122, "loss": 1.3848, "theoretical_loss": 3.6152195643782763, "tokens_seen": 1202585600 }, { "epoch": 0.36, "learning_rate": 0.0006421063189568706, "loss": 1.3998, "theoretical_loss": 3.6152015922694734, "tokens_seen": 1202651136 }, { "epoch": 0.36, "learning_rate": 0.000642086258776329, "loss": 1.3883, "theoretical_loss": 3.6151836214141992, "tokens_seen": 1202716672 }, { "epoch": 0.36, "learning_rate": 0.0006420661985957874, "loss": 1.4646, "theoretical_loss": 3.6151656518122968, "tokens_seen": 1202782208 }, { "epoch": 0.36, "learning_rate": 0.0006420461384152457, "loss": 1.5173, "theoretical_loss": 3.6151476834636123, "tokens_seen": 1202847744 }, { "epoch": 0.36, "learning_rate": 0.0006420260782347042, "loss": 1.5851, "theoretical_loss": 3.6151297163679885, "tokens_seen": 1202913280 }, { "epoch": 0.36, "learning_rate": 0.0006420060180541625, "loss": 1.4853, "theoretical_loss": 3.61511175052527, "tokens_seen": 1202978816 }, { "epoch": 0.36, "learning_rate": 0.0006419859578736209, "loss": 1.463, "theoretical_loss": 3.615093785935301, "tokens_seen": 1203044352 }, { "epoch": 0.36, "learning_rate": 0.0006419658976930793, "loss": 1.4729, "theoretical_loss": 3.6150758225979267, "tokens_seen": 1203109888 }, { "epoch": 0.36, "learning_rate": 0.0006419458375125376, "loss": 1.4312, "theoretical_loss": 3.6150578605129917, "tokens_seen": 1203175424 }, { "epoch": 0.36, "learning_rate": 0.000641925777331996, "loss": 1.4723, "theoretical_loss": 3.6150398996803395, "tokens_seen": 1203240960 }, { "epoch": 0.36, "learning_rate": 0.0006419057171514544, "loss": 1.4958, "theoretical_loss": 3.6150219400998145, "tokens_seen": 1203306496 }, { "epoch": 0.36, "learning_rate": 0.0006418856569709127, "loss": 1.4294, "theoretical_loss": 3.6150039817712623, "tokens_seen": 1203372032 }, { "epoch": 0.36, "learning_rate": 0.0006418655967903712, "loss": 1.5904, "theoretical_loss": 3.6149860246945265, "tokens_seen": 1203437568 }, { "epoch": 0.36, "learning_rate": 0.0006418455366098294, "loss": 1.5098, "theoretical_loss": 3.6149680688694525, "tokens_seen": 1203503104 }, { "epoch": 0.36, "learning_rate": 0.0006418254764292879, "loss": 1.5495, "theoretical_loss": 3.614950114295884, "tokens_seen": 1203568640 }, { "epoch": 0.36, "learning_rate": 0.0006418054162487463, "loss": 1.4231, "theoretical_loss": 3.614932160973666, "tokens_seen": 1203634176 }, { "epoch": 0.36, "learning_rate": 0.0006417853560682046, "loss": 1.5995, "theoretical_loss": 3.614914208902644, "tokens_seen": 1203699712 }, { "epoch": 0.36, "learning_rate": 0.000641765295887663, "loss": 1.4664, "theoretical_loss": 3.614896258082661, "tokens_seen": 1203765248 }, { "epoch": 0.36, "learning_rate": 0.0006417452357071215, "loss": 1.4346, "theoretical_loss": 3.614878308513563, "tokens_seen": 1203830784 }, { "epoch": 0.36, "learning_rate": 0.0006417251755265797, "loss": 1.455, "theoretical_loss": 3.6148603601951947, "tokens_seen": 1203896320 }, { "epoch": 0.36, "learning_rate": 0.0006417051153460382, "loss": 1.402, "theoretical_loss": 3.6148424131274, "tokens_seen": 1203961856 }, { "epoch": 0.36, "learning_rate": 0.0006416850551654964, "loss": 1.5246, "theoretical_loss": 3.614824467310025, "tokens_seen": 1204027392 }, { "epoch": 0.36, "learning_rate": 0.0006416649949849549, "loss": 1.4132, "theoretical_loss": 3.614806522742913, "tokens_seen": 1204092928 }, { "epoch": 0.36, "learning_rate": 0.0006416449348044133, "loss": 1.5133, "theoretical_loss": 3.61478857942591, "tokens_seen": 1204158464 }, { "epoch": 0.36, "learning_rate": 0.0006416248746238716, "loss": 1.5321, "theoretical_loss": 3.6147706373588604, "tokens_seen": 1204224000 }, { "epoch": 0.36, "learning_rate": 0.00064160481444333, "loss": 1.6497, "theoretical_loss": 3.614752696541609, "tokens_seen": 1204289536 }, { "epoch": 0.36, "learning_rate": 0.0006415847542627884, "loss": 1.499, "theoretical_loss": 3.614734756974001, "tokens_seen": 1204355072 }, { "epoch": 0.36, "learning_rate": 0.0006415646940822467, "loss": 1.5565, "theoretical_loss": 3.6147168186558822, "tokens_seen": 1204420608 }, { "epoch": 0.36, "learning_rate": 0.0006415446339017052, "loss": 1.5602, "theoretical_loss": 3.6146988815870955, "tokens_seen": 1204486144 }, { "epoch": 0.37, "learning_rate": 0.0006415245737211634, "loss": 1.4066, "theoretical_loss": 3.614680945767488, "tokens_seen": 1204551680 }, { "epoch": 0.37, "learning_rate": 0.0006415045135406219, "loss": 1.47, "theoretical_loss": 3.6146630111969036, "tokens_seen": 1204617216 }, { "epoch": 0.37, "learning_rate": 0.0006414844533600802, "loss": 1.6484, "theoretical_loss": 3.6146450778751875, "tokens_seen": 1204682752 }, { "epoch": 0.37, "learning_rate": 0.0006414643931795386, "loss": 1.4951, "theoretical_loss": 3.614627145802185, "tokens_seen": 1204748288 }, { "epoch": 0.37, "learning_rate": 0.000641444332998997, "loss": 1.3429, "theoretical_loss": 3.614609214977741, "tokens_seen": 1204813824 }, { "epoch": 0.37, "learning_rate": 0.0006414242728184554, "loss": 1.6195, "theoretical_loss": 3.6145912854017013, "tokens_seen": 1204879360 }, { "epoch": 0.37, "learning_rate": 0.0006414042126379137, "loss": 1.6009, "theoretical_loss": 3.6145733570739105, "tokens_seen": 1204944896 }, { "epoch": 0.37, "learning_rate": 0.0006413841524573722, "loss": 1.4651, "theoretical_loss": 3.6145554299942138, "tokens_seen": 1205010432 }, { "epoch": 0.37, "learning_rate": 0.0006413640922768304, "loss": 1.4821, "theoretical_loss": 3.614537504162457, "tokens_seen": 1205075968 }, { "epoch": 0.37, "learning_rate": 0.0006413440320962889, "loss": 1.5958, "theoretical_loss": 3.6145195795784844, "tokens_seen": 1205141504 }, { "epoch": 0.37, "learning_rate": 0.0006413239719157472, "loss": 1.4179, "theoretical_loss": 3.614501656242142, "tokens_seen": 1205207040 }, { "epoch": 0.37, "learning_rate": 0.0006413039117352056, "loss": 1.4984, "theoretical_loss": 3.614483734153275, "tokens_seen": 1205272576 }, { "epoch": 0.37, "learning_rate": 0.000641283851554664, "loss": 1.5468, "theoretical_loss": 3.614465813311729, "tokens_seen": 1205338112 }, { "epoch": 0.37, "learning_rate": 0.0006412637913741224, "loss": 1.528, "theoretical_loss": 3.6144478937173488, "tokens_seen": 1205403648 }, { "epoch": 0.37, "learning_rate": 0.0006412437311935807, "loss": 1.5136, "theoretical_loss": 3.6144299753699802, "tokens_seen": 1205469184 }, { "epoch": 0.37, "learning_rate": 0.0006412236710130391, "loss": 1.4376, "theoretical_loss": 3.6144120582694685, "tokens_seen": 1205534720 }, { "epoch": 0.37, "learning_rate": 0.0006412036108324975, "loss": 1.5471, "theoretical_loss": 3.6143941424156596, "tokens_seen": 1205600256 }, { "epoch": 0.37, "learning_rate": 0.0006411835506519559, "loss": 1.4584, "theoretical_loss": 3.614376227808398, "tokens_seen": 1205665792 }, { "epoch": 0.37, "learning_rate": 0.0006411634904714142, "loss": 1.4033, "theoretical_loss": 3.6143583144475304, "tokens_seen": 1205731328 }, { "epoch": 0.37, "learning_rate": 0.0006411434302908726, "loss": 1.579, "theoretical_loss": 3.614340402332901, "tokens_seen": 1205796864 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.48837679624557495, "objective/train/docs_used": 441116, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4279813766479492, "objective/train/original_loss": 1.4279812574386597, "objective/train/theoretical_loss": 3.614322491464357, "objective/train/tokens_used": 1226322400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23996339738368988, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0500574111938477, "objective/train/weighted_lm_loss": 1.4998936653137207, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.614322491464357, "tokens_seen": 1205862400 }, { "epoch": 0.37, "learning_rate": 0.000641123370110331, "loss": 1.5175, "theoretical_loss": 3.614322491464357, "tokens_seen": 1205862400 }, { "epoch": 0.37, "learning_rate": 0.0006411033099297894, "loss": 1.6173, "theoretical_loss": 3.6143045818417425, "tokens_seen": 1205927936 }, { "epoch": 0.37, "learning_rate": 0.0006410832497492478, "loss": 1.6003, "theoretical_loss": 3.6142866734649037, "tokens_seen": 1205993472 }, { "epoch": 0.37, "learning_rate": 0.0006410631895687061, "loss": 1.552, "theoretical_loss": 3.6142687663336863, "tokens_seen": 1206059008 }, { "epoch": 0.37, "learning_rate": 0.0006410431293881646, "loss": 1.4723, "theoretical_loss": 3.614250860447936, "tokens_seen": 1206124544 }, { "epoch": 0.37, "learning_rate": 0.0006410230692076229, "loss": 1.528, "theoretical_loss": 3.6142329558074993, "tokens_seen": 1206190080 }, { "epoch": 0.37, "learning_rate": 0.0006410030090270813, "loss": 1.5619, "theoretical_loss": 3.61421505241222, "tokens_seen": 1206255616 }, { "epoch": 0.37, "learning_rate": 0.0006409829488465397, "loss": 1.5177, "theoretical_loss": 3.614197150261946, "tokens_seen": 1206321152 }, { "epoch": 0.37, "learning_rate": 0.000640962888665998, "loss": 1.523, "theoretical_loss": 3.6141792493565212, "tokens_seen": 1206386688 }, { "epoch": 0.37, "learning_rate": 0.0006409428284854564, "loss": 1.5389, "theoretical_loss": 3.6141613496957934, "tokens_seen": 1206452224 }, { "epoch": 0.37, "learning_rate": 0.0006409227683049148, "loss": 1.4393, "theoretical_loss": 3.6141434512796065, "tokens_seen": 1206517760 }, { "epoch": 0.37, "learning_rate": 0.0006409027081243731, "loss": 1.3445, "theoretical_loss": 3.6141255541078072, "tokens_seen": 1206583296 }, { "epoch": 0.37, "learning_rate": 0.0006408826479438316, "loss": 1.4853, "theoretical_loss": 3.6141076581802416, "tokens_seen": 1206648832 }, { "epoch": 0.37, "learning_rate": 0.0006408625877632898, "loss": 1.6807, "theoretical_loss": 3.614089763496756, "tokens_seen": 1206714368 }, { "epoch": 0.37, "learning_rate": 0.0006408425275827483, "loss": 1.3544, "theoretical_loss": 3.614071870057195, "tokens_seen": 1206779904 }, { "epoch": 0.37, "learning_rate": 0.0006408224674022067, "loss": 1.3661, "theoretical_loss": 3.6140539778614063, "tokens_seen": 1206845440 }, { "epoch": 0.37, "learning_rate": 0.000640802407221665, "loss": 1.4781, "theoretical_loss": 3.614036086909234, "tokens_seen": 1206910976 }, { "epoch": 0.37, "learning_rate": 0.0006407823470411234, "loss": 1.5429, "theoretical_loss": 3.614018197200526, "tokens_seen": 1206976512 }, { "epoch": 0.37, "learning_rate": 0.0006407622868605819, "loss": 1.4531, "theoretical_loss": 3.614000308735127, "tokens_seen": 1207042048 }, { "epoch": 0.37, "learning_rate": 0.0006407422266800401, "loss": 1.6118, "theoretical_loss": 3.6139824215128837, "tokens_seen": 1207107584 }, { "epoch": 0.37, "learning_rate": 0.0006407221664994986, "loss": 1.5393, "theoretical_loss": 3.6139645355336425, "tokens_seen": 1207173120 }, { "epoch": 0.37, "learning_rate": 0.0006407021063189568, "loss": 1.5636, "theoretical_loss": 3.6139466507972484, "tokens_seen": 1207238656 }, { "epoch": 0.37, "learning_rate": 0.0006406820461384153, "loss": 1.5329, "theoretical_loss": 3.613928767303549, "tokens_seen": 1207304192 }, { "epoch": 0.37, "learning_rate": 0.0006406619859578737, "loss": 1.5673, "theoretical_loss": 3.61391088505239, "tokens_seen": 1207369728 }, { "epoch": 0.37, "learning_rate": 0.000640641925777332, "loss": 1.5888, "theoretical_loss": 3.613893004043617, "tokens_seen": 1207435264 }, { "epoch": 0.37, "learning_rate": 0.0006406218655967904, "loss": 1.4545, "theoretical_loss": 3.613875124277077, "tokens_seen": 1207500800 }, { "epoch": 0.37, "learning_rate": 0.0006406018054162488, "loss": 1.4852, "theoretical_loss": 3.613857245752616, "tokens_seen": 1207566336 }, { "epoch": 0.37, "learning_rate": 0.0006405817452357071, "loss": 1.4585, "theoretical_loss": 3.6138393684700802, "tokens_seen": 1207631872 }, { "epoch": 0.37, "learning_rate": 0.0006405616850551656, "loss": 1.5588, "theoretical_loss": 3.6138214924293166, "tokens_seen": 1207697408 }, { "epoch": 0.37, "learning_rate": 0.0006405416248746238, "loss": 1.6121, "theoretical_loss": 3.613803617630171, "tokens_seen": 1207762944 }, { "epoch": 0.37, "learning_rate": 0.0006405215646940823, "loss": 1.6272, "theoretical_loss": 3.613785744072489, "tokens_seen": 1207828480 }, { "epoch": 0.37, "learning_rate": 0.0006405015045135406, "loss": 1.5349, "theoretical_loss": 3.613767871756118, "tokens_seen": 1207894016 }, { "epoch": 0.37, "learning_rate": 0.000640481444332999, "loss": 1.5345, "theoretical_loss": 3.6137500006809056, "tokens_seen": 1207959552 }, { "epoch": 0.37, "learning_rate": 0.0006404613841524574, "loss": 1.4999, "theoretical_loss": 3.613732130846696, "tokens_seen": 1208025088 }, { "epoch": 0.37, "learning_rate": 0.0006404413239719158, "loss": 1.5456, "theoretical_loss": 3.6137142622533367, "tokens_seen": 1208090624 }, { "epoch": 0.37, "learning_rate": 0.0006404212637913741, "loss": 1.4484, "theoretical_loss": 3.6136963949006744, "tokens_seen": 1208156160 }, { "epoch": 0.37, "learning_rate": 0.0006404012036108326, "loss": 1.5749, "theoretical_loss": 3.6136785287885553, "tokens_seen": 1208221696 }, { "epoch": 0.37, "learning_rate": 0.0006403811434302908, "loss": 1.5378, "theoretical_loss": 3.6136606639168267, "tokens_seen": 1208287232 }, { "epoch": 0.37, "learning_rate": 0.0006403610832497493, "loss": 1.3642, "theoretical_loss": 3.613642800285334, "tokens_seen": 1208352768 }, { "epoch": 0.37, "learning_rate": 0.0006403410230692076, "loss": 1.5423, "theoretical_loss": 3.613624937893925, "tokens_seen": 1208418304 }, { "epoch": 0.37, "learning_rate": 0.000640320962888666, "loss": 1.6298, "theoretical_loss": 3.6136070767424457, "tokens_seen": 1208483840 }, { "epoch": 0.37, "learning_rate": 0.0006403009027081244, "loss": 1.5196, "theoretical_loss": 3.613589216830743, "tokens_seen": 1208549376 }, { "epoch": 0.37, "learning_rate": 0.0006402808425275828, "loss": 1.5142, "theoretical_loss": 3.613571358158664, "tokens_seen": 1208614912 }, { "epoch": 0.37, "learning_rate": 0.0006402607823470411, "loss": 1.5195, "theoretical_loss": 3.613553500726055, "tokens_seen": 1208680448 }, { "epoch": 0.37, "learning_rate": 0.0006402407221664995, "loss": 1.5663, "theoretical_loss": 3.6135356445327624, "tokens_seen": 1208745984 }, { "epoch": 0.37, "learning_rate": 0.0006402206619859579, "loss": 1.4601, "theoretical_loss": 3.6135177895786335, "tokens_seen": 1208811520 }, { "epoch": 0.37, "learning_rate": 0.0006402006018054163, "loss": 1.3509, "theoretical_loss": 3.6134999358635156, "tokens_seen": 1208877056 }, { "epoch": 0.37, "learning_rate": 0.0006401805416248746, "loss": 1.3729, "theoretical_loss": 3.6134820833872547, "tokens_seen": 1208942592 }, { "epoch": 0.37, "learning_rate": 0.000640160481444333, "loss": 1.4886, "theoretical_loss": 3.6134642321496977, "tokens_seen": 1209008128 }, { "epoch": 0.37, "learning_rate": 0.0006401404212637913, "loss": 1.4552, "theoretical_loss": 3.613446382150692, "tokens_seen": 1209073664 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.4915153980255127, "objective/train/docs_used": 442331, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.2658121585845947, "objective/train/original_loss": 1.2658121585845947, "objective/train/theoretical_loss": 3.613428533390085, "objective/train/tokens_used": 1229599200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24226443469524384, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05038321018219, "objective/train/weighted_lm_loss": 1.3296332359313965, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.613428533390085, "tokens_seen": 1209139200 }, { "epoch": 0.37, "learning_rate": 0.0006401203610832498, "loss": 1.3874, "theoretical_loss": 3.613428533390085, "tokens_seen": 1209139200 }, { "epoch": 0.37, "learning_rate": 0.0006401003009027081, "loss": 1.4549, "theoretical_loss": 3.613410685867722, "tokens_seen": 1209204736 }, { "epoch": 0.37, "learning_rate": 0.0006400802407221665, "loss": 1.508, "theoretical_loss": 3.613392839583452, "tokens_seen": 1209270272 }, { "epoch": 0.37, "learning_rate": 0.0006400601805416249, "loss": 1.5208, "theoretical_loss": 3.6133749945371205, "tokens_seen": 1209335808 }, { "epoch": 0.37, "learning_rate": 0.0006400401203610833, "loss": 1.4854, "theoretical_loss": 3.613357150728575, "tokens_seen": 1209401344 }, { "epoch": 0.37, "learning_rate": 0.0006400200601805416, "loss": 1.5525, "theoretical_loss": 3.6133393081576632, "tokens_seen": 1209466880 }, { "epoch": 0.37, "learning_rate": 0.00064, "loss": 1.5417, "theoretical_loss": 3.6133214668242317, "tokens_seen": 1209532416 }, { "epoch": 0.37, "learning_rate": 0.0006399799398194583, "loss": 1.4774, "theoretical_loss": 3.6133036267281273, "tokens_seen": 1209597952 }, { "epoch": 0.37, "learning_rate": 0.0006399598796389168, "loss": 1.5002, "theoretical_loss": 3.6132857878691977, "tokens_seen": 1209663488 }, { "epoch": 0.37, "learning_rate": 0.0006399398194583751, "loss": 1.4159, "theoretical_loss": 3.6132679502472898, "tokens_seen": 1209729024 }, { "epoch": 0.37, "learning_rate": 0.0006399197592778335, "loss": 1.4145, "theoretical_loss": 3.613250113862251, "tokens_seen": 1209794560 }, { "epoch": 0.37, "learning_rate": 0.0006398996990972919, "loss": 1.4583, "theoretical_loss": 3.613232278713928, "tokens_seen": 1209860096 }, { "epoch": 0.37, "learning_rate": 0.0006398796389167502, "loss": 1.5437, "theoretical_loss": 3.6132144448021686, "tokens_seen": 1209925632 }, { "epoch": 0.37, "learning_rate": 0.0006398595787362086, "loss": 1.4418, "theoretical_loss": 3.61319661212682, "tokens_seen": 1209991168 }, { "epoch": 0.37, "learning_rate": 0.0006398395185556671, "loss": 1.4946, "theoretical_loss": 3.61317878068773, "tokens_seen": 1210056704 }, { "epoch": 0.37, "learning_rate": 0.0006398194583751253, "loss": 1.4433, "theoretical_loss": 3.613160950484745, "tokens_seen": 1210122240 }, { "epoch": 0.37, "learning_rate": 0.0006397993981945838, "loss": 1.4923, "theoretical_loss": 3.6131431215177123, "tokens_seen": 1210187776 }, { "epoch": 0.37, "learning_rate": 0.000639779338014042, "loss": 1.5519, "theoretical_loss": 3.6131252937864806, "tokens_seen": 1210253312 }, { "epoch": 0.37, "learning_rate": 0.0006397592778335005, "loss": 1.3748, "theoretical_loss": 3.6131074672908965, "tokens_seen": 1210318848 }, { "epoch": 0.37, "learning_rate": 0.0006397392176529589, "loss": 1.4549, "theoretical_loss": 3.6130896420308076, "tokens_seen": 1210384384 }, { "epoch": 0.37, "learning_rate": 0.0006397191574724172, "loss": 1.4701, "theoretical_loss": 3.613071818006061, "tokens_seen": 1210449920 }, { "epoch": 0.37, "learning_rate": 0.0006396990972918756, "loss": 1.4565, "theoretical_loss": 3.6130539952165046, "tokens_seen": 1210515456 }, { "epoch": 0.37, "learning_rate": 0.0006396790371113341, "loss": 1.49, "theoretical_loss": 3.6130361736619854, "tokens_seen": 1210580992 }, { "epoch": 0.37, "learning_rate": 0.0006396589769307923, "loss": 1.4649, "theoretical_loss": 3.613018353342352, "tokens_seen": 1210646528 }, { "epoch": 0.37, "learning_rate": 0.0006396389167502508, "loss": 1.5783, "theoretical_loss": 3.613000534257451, "tokens_seen": 1210712064 }, { "epoch": 0.37, "learning_rate": 0.0006396188565697092, "loss": 1.4745, "theoretical_loss": 3.6129827164071306, "tokens_seen": 1210777600 }, { "epoch": 0.37, "learning_rate": 0.0006395987963891675, "loss": 1.5494, "theoretical_loss": 3.6129648997912382, "tokens_seen": 1210843136 }, { "epoch": 0.37, "learning_rate": 0.000639578736208626, "loss": 1.5336, "theoretical_loss": 3.6129470844096216, "tokens_seen": 1210908672 }, { "epoch": 0.37, "learning_rate": 0.0006395586760280842, "loss": 1.4692, "theoretical_loss": 3.6129292702621285, "tokens_seen": 1210974208 }, { "epoch": 0.37, "learning_rate": 0.0006395386158475427, "loss": 1.3986, "theoretical_loss": 3.6129114573486065, "tokens_seen": 1211039744 }, { "epoch": 0.37, "learning_rate": 0.000639518555667001, "loss": 1.5278, "theoretical_loss": 3.6128936456689034, "tokens_seen": 1211105280 }, { "epoch": 0.37, "learning_rate": 0.0006394984954864594, "loss": 1.5297, "theoretical_loss": 3.6128758352228667, "tokens_seen": 1211170816 }, { "epoch": 0.37, "learning_rate": 0.0006394784353059178, "loss": 1.5211, "theoretical_loss": 3.612858026010345, "tokens_seen": 1211236352 }, { "epoch": 0.37, "learning_rate": 0.0006394583751253762, "loss": 1.4825, "theoretical_loss": 3.6128402180311854, "tokens_seen": 1211301888 }, { "epoch": 0.37, "learning_rate": 0.0006394383149448345, "loss": 1.4861, "theoretical_loss": 3.612822411285236, "tokens_seen": 1211367424 }, { "epoch": 0.37, "learning_rate": 0.000639418254764293, "loss": 1.5912, "theoretical_loss": 3.612804605772345, "tokens_seen": 1211432960 }, { "epoch": 0.37, "learning_rate": 0.0006393981945837512, "loss": 1.5664, "theoretical_loss": 3.6127868014923594, "tokens_seen": 1211498496 }, { "epoch": 0.37, "learning_rate": 0.0006393781344032097, "loss": 1.5527, "theoretical_loss": 3.612768998445128, "tokens_seen": 1211564032 }, { "epoch": 0.37, "learning_rate": 0.000639358074222668, "loss": 1.4804, "theoretical_loss": 3.612751196630499, "tokens_seen": 1211629568 }, { "epoch": 0.37, "learning_rate": 0.0006393380140421264, "loss": 1.4762, "theoretical_loss": 3.612733396048319, "tokens_seen": 1211695104 }, { "epoch": 0.37, "learning_rate": 0.0006393179538615848, "loss": 1.5078, "theoretical_loss": 3.612715596698437, "tokens_seen": 1211760640 }, { "epoch": 0.37, "learning_rate": 0.0006392978936810432, "loss": 1.5021, "theoretical_loss": 3.612697798580702, "tokens_seen": 1211826176 }, { "epoch": 0.37, "learning_rate": 0.0006392778335005015, "loss": 1.4559, "theoretical_loss": 3.61268000169496, "tokens_seen": 1211891712 }, { "epoch": 0.37, "learning_rate": 0.0006392577733199599, "loss": 1.48, "theoretical_loss": 3.612662206041061, "tokens_seen": 1211957248 }, { "epoch": 0.37, "learning_rate": 0.0006392377131394183, "loss": 1.474, "theoretical_loss": 3.6126444116188514, "tokens_seen": 1212022784 }, { "epoch": 0.37, "learning_rate": 0.0006392176529588767, "loss": 1.6025, "theoretical_loss": 3.6126266184281812, "tokens_seen": 1212088320 }, { "epoch": 0.37, "learning_rate": 0.000639197592778335, "loss": 1.5397, "theoretical_loss": 3.612608826468897, "tokens_seen": 1212153856 }, { "epoch": 0.37, "learning_rate": 0.0006391775325977934, "loss": 1.3935, "theoretical_loss": 3.6125910357408477, "tokens_seen": 1212219392 }, { "epoch": 0.37, "learning_rate": 0.0006391574724172517, "loss": 1.6326, "theoretical_loss": 3.612573246243882, "tokens_seen": 1212284928 }, { "epoch": 0.37, "learning_rate": 0.0006391374122367102, "loss": 1.4975, "theoretical_loss": 3.612555457977847, "tokens_seen": 1212350464 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.49347949028015137, "objective/train/docs_used": 443456, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4462497234344482, "objective/train/original_loss": 1.4462496042251587, "objective/train/theoretical_loss": 3.6125376709425923, "objective/train/tokens_used": 1232876000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24396289885044098, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505881309509277, "objective/train/weighted_lm_loss": 1.5192829370498657, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6125376709425923, "tokens_seen": 1212416000 }, { "epoch": 0.37, "learning_rate": 0.0006391173520561685, "loss": 1.5428, "theoretical_loss": 3.6125376709425923, "tokens_seen": 1212416000 }, { "epoch": 0.37, "learning_rate": 0.0006390972918756269, "loss": 1.4604, "theoretical_loss": 3.6125198851379654, "tokens_seen": 1212481536 }, { "epoch": 0.37, "learning_rate": 0.0006390772316950853, "loss": 1.3559, "theoretical_loss": 3.6125021005638143, "tokens_seen": 1212547072 }, { "epoch": 0.37, "learning_rate": 0.0006390571715145437, "loss": 1.4453, "theoretical_loss": 3.6124843172199883, "tokens_seen": 1212612608 }, { "epoch": 0.37, "learning_rate": 0.000639037111334002, "loss": 1.3611, "theoretical_loss": 3.6124665351063356, "tokens_seen": 1212678144 }, { "epoch": 0.37, "learning_rate": 0.0006390170511534605, "loss": 1.4355, "theoretical_loss": 3.6124487542227044, "tokens_seen": 1212743680 }, { "epoch": 0.37, "learning_rate": 0.0006389969909729187, "loss": 1.5464, "theoretical_loss": 3.6124309745689427, "tokens_seen": 1212809216 }, { "epoch": 0.37, "learning_rate": 0.0006389769307923772, "loss": 1.5067, "theoretical_loss": 3.6124131961448995, "tokens_seen": 1212874752 }, { "epoch": 0.37, "learning_rate": 0.0006389568706118355, "loss": 1.5837, "theoretical_loss": 3.612395418950424, "tokens_seen": 1212940288 }, { "epoch": 0.37, "learning_rate": 0.0006389368104312939, "loss": 1.4858, "theoretical_loss": 3.612377642985363, "tokens_seen": 1213005824 }, { "epoch": 0.37, "learning_rate": 0.0006389167502507523, "loss": 1.5875, "theoretical_loss": 3.612359868249567, "tokens_seen": 1213071360 }, { "epoch": 0.37, "learning_rate": 0.0006388966900702106, "loss": 1.4645, "theoretical_loss": 3.612342094742883, "tokens_seen": 1213136896 }, { "epoch": 0.37, "learning_rate": 0.000638876629889669, "loss": 1.5663, "theoretical_loss": 3.6123243224651604, "tokens_seen": 1213202432 }, { "epoch": 0.37, "learning_rate": 0.0006388565697091275, "loss": 1.3972, "theoretical_loss": 3.612306551416248, "tokens_seen": 1213267968 }, { "epoch": 0.37, "learning_rate": 0.0006388365095285857, "loss": 1.4907, "theoretical_loss": 3.6122887815959936, "tokens_seen": 1213333504 }, { "epoch": 0.37, "learning_rate": 0.0006388164493480442, "loss": 1.5514, "theoretical_loss": 3.6122710130042472, "tokens_seen": 1213399040 }, { "epoch": 0.37, "learning_rate": 0.0006387963891675024, "loss": 1.4602, "theoretical_loss": 3.612253245640856, "tokens_seen": 1213464576 }, { "epoch": 0.37, "learning_rate": 0.0006387763289869609, "loss": 1.5116, "theoretical_loss": 3.6122354795056704, "tokens_seen": 1213530112 }, { "epoch": 0.37, "learning_rate": 0.0006387562688064193, "loss": 1.4621, "theoretical_loss": 3.612217714598538, "tokens_seen": 1213595648 }, { "epoch": 0.37, "learning_rate": 0.0006387362086258776, "loss": 1.4126, "theoretical_loss": 3.6121999509193077, "tokens_seen": 1213661184 }, { "epoch": 0.37, "learning_rate": 0.000638716148445336, "loss": 1.4927, "theoretical_loss": 3.6121821884678287, "tokens_seen": 1213726720 }, { "epoch": 0.37, "learning_rate": 0.0006386960882647945, "loss": 1.5269, "theoretical_loss": 3.6121644272439495, "tokens_seen": 1213792256 }, { "epoch": 0.37, "learning_rate": 0.0006386760280842527, "loss": 1.4852, "theoretical_loss": 3.6121466672475195, "tokens_seen": 1213857792 }, { "epoch": 0.37, "learning_rate": 0.0006386559679037112, "loss": 1.5479, "theoretical_loss": 3.6121289084783874, "tokens_seen": 1213923328 }, { "epoch": 0.37, "learning_rate": 0.0006386359077231694, "loss": 1.549, "theoretical_loss": 3.6121111509364017, "tokens_seen": 1213988864 }, { "epoch": 0.37, "learning_rate": 0.0006386158475426279, "loss": 1.5622, "theoretical_loss": 3.6120933946214118, "tokens_seen": 1214054400 }, { "epoch": 0.37, "learning_rate": 0.0006385957873620863, "loss": 1.6136, "theoretical_loss": 3.612075639533267, "tokens_seen": 1214119936 }, { "epoch": 0.37, "learning_rate": 0.0006385757271815446, "loss": 1.474, "theoretical_loss": 3.6120578856718155, "tokens_seen": 1214185472 }, { "epoch": 0.37, "learning_rate": 0.000638555667001003, "loss": 1.503, "theoretical_loss": 3.6120401330369067, "tokens_seen": 1214251008 }, { "epoch": 0.37, "learning_rate": 0.0006385356068204614, "loss": 1.3705, "theoretical_loss": 3.61202238162839, "tokens_seen": 1214316544 }, { "epoch": 0.37, "learning_rate": 0.0006385155466399197, "loss": 1.529, "theoretical_loss": 3.612004631446114, "tokens_seen": 1214382080 }, { "epoch": 0.37, "learning_rate": 0.0006384954864593782, "loss": 1.5173, "theoretical_loss": 3.611986882489928, "tokens_seen": 1214447616 }, { "epoch": 0.37, "learning_rate": 0.0006384754262788365, "loss": 1.4983, "theoretical_loss": 3.6119691347596814, "tokens_seen": 1214513152 }, { "epoch": 0.37, "learning_rate": 0.0006384553660982949, "loss": 1.5245, "theoretical_loss": 3.611951388255223, "tokens_seen": 1214578688 }, { "epoch": 0.37, "learning_rate": 0.0006384353059177532, "loss": 1.5477, "theoretical_loss": 3.6119336429764024, "tokens_seen": 1214644224 }, { "epoch": 0.37, "learning_rate": 0.0006384152457372116, "loss": 1.5833, "theoretical_loss": 3.6119158989230686, "tokens_seen": 1214709760 }, { "epoch": 0.37, "learning_rate": 0.00063839518555667, "loss": 1.4098, "theoretical_loss": 3.611898156095071, "tokens_seen": 1214775296 }, { "epoch": 0.37, "learning_rate": 0.0006383751253761284, "loss": 1.5674, "theoretical_loss": 3.6118804144922585, "tokens_seen": 1214840832 }, { "epoch": 0.37, "learning_rate": 0.0006383550651955867, "loss": 1.523, "theoretical_loss": 3.6118626741144806, "tokens_seen": 1214906368 }, { "epoch": 0.37, "learning_rate": 0.0006383350050150452, "loss": 1.5419, "theoretical_loss": 3.611844934961587, "tokens_seen": 1214971904 }, { "epoch": 0.37, "learning_rate": 0.0006383149448345035, "loss": 1.4073, "theoretical_loss": 3.6118271970334264, "tokens_seen": 1215037440 }, { "epoch": 0.37, "learning_rate": 0.0006382948846539619, "loss": 1.3651, "theoretical_loss": 3.611809460329849, "tokens_seen": 1215102976 }, { "epoch": 0.37, "learning_rate": 0.0006382748244734202, "loss": 1.3845, "theoretical_loss": 3.611791724850703, "tokens_seen": 1215168512 }, { "epoch": 0.37, "learning_rate": 0.0006382547642928787, "loss": 1.6816, "theoretical_loss": 3.6117739905958395, "tokens_seen": 1215234048 }, { "epoch": 0.37, "learning_rate": 0.000638234704112337, "loss": 1.5004, "theoretical_loss": 3.6117562575651068, "tokens_seen": 1215299584 }, { "epoch": 0.37, "learning_rate": 0.0006382146439317954, "loss": 1.5599, "theoretical_loss": 3.6117385257583545, "tokens_seen": 1215365120 }, { "epoch": 0.37, "learning_rate": 0.0006381945837512537, "loss": 1.4215, "theoretical_loss": 3.611720795175432, "tokens_seen": 1215430656 }, { "epoch": 0.37, "learning_rate": 0.0006381745235707121, "loss": 1.4682, "theoretical_loss": 3.6117030658161897, "tokens_seen": 1215496192 }, { "epoch": 0.37, "learning_rate": 0.0006381544633901705, "loss": 1.5266, "theoretical_loss": 3.611685337680477, "tokens_seen": 1215561728 }, { "epoch": 0.37, "learning_rate": 0.0006381344032096289, "loss": 1.5474, "theoretical_loss": 3.6116676107681425, "tokens_seen": 1215627264 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.496288925409317, "objective/train/docs_used": 444688, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3462483882904053, "objective/train/original_loss": 1.3462481498718262, "objective/train/theoretical_loss": 3.6116498850790366, "objective/train/tokens_used": 1236152800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2464585304260254, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508819818496704, "objective/train/weighted_lm_loss": 1.4147021770477295, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6116498850790366, "tokens_seen": 1215692800 }, { "epoch": 0.37, "learning_rate": 0.0006381143430290873, "loss": 1.4614, "theoretical_loss": 3.6116498850790366, "tokens_seen": 1215692800 }, { "epoch": 0.37, "learning_rate": 0.0006380942828485457, "loss": 1.4183, "theoretical_loss": 3.6116321606130084, "tokens_seen": 1215758336 }, { "epoch": 0.37, "learning_rate": 0.0006380742226680041, "loss": 1.4873, "theoretical_loss": 3.6116144373699086, "tokens_seen": 1215823872 }, { "epoch": 0.37, "learning_rate": 0.0006380541624874624, "loss": 1.5919, "theoretical_loss": 3.6115967153495863, "tokens_seen": 1215889408 }, { "epoch": 0.37, "learning_rate": 0.0006380341023069209, "loss": 1.4939, "theoretical_loss": 3.6115789945518912, "tokens_seen": 1215954944 }, { "epoch": 0.37, "learning_rate": 0.0006380140421263791, "loss": 1.4924, "theoretical_loss": 3.611561274976673, "tokens_seen": 1216020480 }, { "epoch": 0.37, "learning_rate": 0.0006379939819458376, "loss": 1.4131, "theoretical_loss": 3.611543556623782, "tokens_seen": 1216086016 }, { "epoch": 0.37, "learning_rate": 0.0006379739217652959, "loss": 1.4785, "theoretical_loss": 3.6115258394930674, "tokens_seen": 1216151552 }, { "epoch": 0.37, "learning_rate": 0.0006379538615847543, "loss": 1.4541, "theoretical_loss": 3.611508123584379, "tokens_seen": 1216217088 }, { "epoch": 0.37, "learning_rate": 0.0006379338014042127, "loss": 1.6499, "theoretical_loss": 3.6114904088975672, "tokens_seen": 1216282624 }, { "epoch": 0.37, "learning_rate": 0.000637913741223671, "loss": 1.4095, "theoretical_loss": 3.6114726954324814, "tokens_seen": 1216348160 }, { "epoch": 0.37, "learning_rate": 0.0006378936810431294, "loss": 1.4369, "theoretical_loss": 3.6114549831889717, "tokens_seen": 1216413696 }, { "epoch": 0.37, "learning_rate": 0.0006378736208625879, "loss": 1.4489, "theoretical_loss": 3.6114372721668886, "tokens_seen": 1216479232 }, { "epoch": 0.37, "learning_rate": 0.0006378535606820461, "loss": 1.5974, "theoretical_loss": 3.6114195623660814, "tokens_seen": 1216544768 }, { "epoch": 0.37, "learning_rate": 0.0006378335005015046, "loss": 1.4779, "theoretical_loss": 3.6114018537864, "tokens_seen": 1216610304 }, { "epoch": 0.37, "learning_rate": 0.0006378134403209628, "loss": 1.4998, "theoretical_loss": 3.611384146427695, "tokens_seen": 1216675840 }, { "epoch": 0.37, "learning_rate": 0.0006377933801404213, "loss": 1.56, "theoretical_loss": 3.611366440289816, "tokens_seen": 1216741376 }, { "epoch": 0.37, "learning_rate": 0.0006377733199598797, "loss": 1.4365, "theoretical_loss": 3.611348735372613, "tokens_seen": 1216806912 }, { "epoch": 0.37, "learning_rate": 0.000637753259779338, "loss": 1.4566, "theoretical_loss": 3.6113310316759373, "tokens_seen": 1216872448 }, { "epoch": 0.37, "learning_rate": 0.0006377331995987964, "loss": 1.409, "theoretical_loss": 3.6113133291996373, "tokens_seen": 1216937984 }, { "epoch": 0.37, "learning_rate": 0.0006377131394182549, "loss": 1.4593, "theoretical_loss": 3.611295627943564, "tokens_seen": 1217003520 }, { "epoch": 0.37, "learning_rate": 0.0006376930792377131, "loss": 1.3576, "theoretical_loss": 3.611277927907568, "tokens_seen": 1217069056 }, { "epoch": 0.37, "learning_rate": 0.0006376730190571716, "loss": 1.4456, "theoretical_loss": 3.6112602290914984, "tokens_seen": 1217134592 }, { "epoch": 0.37, "learning_rate": 0.0006376529588766298, "loss": 1.4722, "theoretical_loss": 3.611242531495207, "tokens_seen": 1217200128 }, { "epoch": 0.37, "learning_rate": 0.0006376328986960883, "loss": 1.4786, "theoretical_loss": 3.6112248351185423, "tokens_seen": 1217265664 }, { "epoch": 0.37, "learning_rate": 0.0006376128385155467, "loss": 1.5234, "theoretical_loss": 3.6112071399613557, "tokens_seen": 1217331200 }, { "epoch": 0.37, "learning_rate": 0.000637592778335005, "loss": 1.4056, "theoretical_loss": 3.611189446023497, "tokens_seen": 1217396736 }, { "epoch": 0.37, "learning_rate": 0.0006375727181544634, "loss": 1.3411, "theoretical_loss": 3.6111717533048173, "tokens_seen": 1217462272 }, { "epoch": 0.37, "learning_rate": 0.0006375526579739218, "loss": 1.4951, "theoretical_loss": 3.6111540618051663, "tokens_seen": 1217527808 }, { "epoch": 0.37, "learning_rate": 0.0006375325977933801, "loss": 1.5132, "theoretical_loss": 3.6111363715243945, "tokens_seen": 1217593344 }, { "epoch": 0.37, "learning_rate": 0.0006375125376128386, "loss": 1.6048, "theoretical_loss": 3.6111186824623527, "tokens_seen": 1217658880 }, { "epoch": 0.37, "learning_rate": 0.0006374924774322969, "loss": 1.4726, "theoretical_loss": 3.611100994618891, "tokens_seen": 1217724416 }, { "epoch": 0.37, "learning_rate": 0.0006374724172517553, "loss": 1.4593, "theoretical_loss": 3.6110833079938596, "tokens_seen": 1217789952 }, { "epoch": 0.37, "learning_rate": 0.0006374523570712136, "loss": 1.5428, "theoretical_loss": 3.61106562258711, "tokens_seen": 1217855488 }, { "epoch": 0.37, "learning_rate": 0.000637432296890672, "loss": 1.5968, "theoretical_loss": 3.6110479383984915, "tokens_seen": 1217921024 }, { "epoch": 0.37, "learning_rate": 0.0006374122367101304, "loss": 1.4472, "theoretical_loss": 3.6110302554278553, "tokens_seen": 1217986560 }, { "epoch": 0.37, "learning_rate": 0.0006373921765295888, "loss": 1.4787, "theoretical_loss": 3.611012573675052, "tokens_seen": 1218052096 }, { "epoch": 0.37, "learning_rate": 0.0006373721163490471, "loss": 1.6243, "theoretical_loss": 3.610994893139932, "tokens_seen": 1218117632 }, { "epoch": 0.37, "learning_rate": 0.0006373520561685056, "loss": 1.433, "theoretical_loss": 3.6109772138223466, "tokens_seen": 1218183168 }, { "epoch": 0.37, "learning_rate": 0.0006373319959879639, "loss": 1.5123, "theoretical_loss": 3.610959535722145, "tokens_seen": 1218248704 }, { "epoch": 0.37, "learning_rate": 0.0006373119358074223, "loss": 1.4521, "theoretical_loss": 3.6109418588391797, "tokens_seen": 1218314240 }, { "epoch": 0.37, "learning_rate": 0.0006372918756268806, "loss": 1.538, "theoretical_loss": 3.6109241831733003, "tokens_seen": 1218379776 }, { "epoch": 0.37, "learning_rate": 0.000637271815446339, "loss": 1.5223, "theoretical_loss": 3.6109065087243577, "tokens_seen": 1218445312 }, { "epoch": 0.37, "learning_rate": 0.0006372517552657974, "loss": 1.4826, "theoretical_loss": 3.6108888354922026, "tokens_seen": 1218510848 }, { "epoch": 0.37, "learning_rate": 0.0006372316950852558, "loss": 1.4566, "theoretical_loss": 3.610871163476686, "tokens_seen": 1218576384 }, { "epoch": 0.37, "learning_rate": 0.0006372116349047141, "loss": 1.4557, "theoretical_loss": 3.610853492677659, "tokens_seen": 1218641920 }, { "epoch": 0.37, "learning_rate": 0.0006371915747241725, "loss": 1.4721, "theoretical_loss": 3.610835823094972, "tokens_seen": 1218707456 }, { "epoch": 0.37, "learning_rate": 0.0006371715145436309, "loss": 1.5733, "theoretical_loss": 3.610818154728476, "tokens_seen": 1218772992 }, { "epoch": 0.37, "learning_rate": 0.0006371514543630893, "loss": 1.4978, "theoretical_loss": 3.6108004875780217, "tokens_seen": 1218838528 }, { "epoch": 0.37, "learning_rate": 0.0006371313941825476, "loss": 1.3696, "theoretical_loss": 3.6107828216434603, "tokens_seen": 1218904064 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.48686742782592773, "objective/train/docs_used": 445814, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5334632396697998, "objective/train/original_loss": 1.5334631204605103, "objective/train/theoretical_loss": 3.6107651569246424, "objective/train/tokens_used": 1239429600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2382122129201889, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0498976707458496, "objective/train/weighted_lm_loss": 1.6100496053695679, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.6107651569246424, "tokens_seen": 1218969600 }, { "epoch": 0.37, "learning_rate": 0.0006371113340020061, "loss": 1.5414, "theoretical_loss": 3.6107651569246424, "tokens_seen": 1218969600 }, { "epoch": 0.37, "learning_rate": 0.0006370912738214644, "loss": 1.4315, "theoretical_loss": 3.610747493421419, "tokens_seen": 1219035136 }, { "epoch": 0.37, "learning_rate": 0.0006370712136409228, "loss": 1.3999, "theoretical_loss": 3.610729831133642, "tokens_seen": 1219100672 }, { "epoch": 0.37, "learning_rate": 0.0006370511534603811, "loss": 1.4091, "theoretical_loss": 3.610712170061162, "tokens_seen": 1219166208 }, { "epoch": 0.37, "learning_rate": 0.0006370310932798395, "loss": 1.5903, "theoretical_loss": 3.610694510203829, "tokens_seen": 1219231744 }, { "epoch": 0.37, "learning_rate": 0.0006370110330992979, "loss": 1.4187, "theoretical_loss": 3.6106768515614953, "tokens_seen": 1219297280 }, { "epoch": 0.37, "learning_rate": 0.0006369909729187563, "loss": 1.4265, "theoretical_loss": 3.610659194134012, "tokens_seen": 1219362816 }, { "epoch": 0.37, "learning_rate": 0.0006369709127382146, "loss": 1.544, "theoretical_loss": 3.610641537921229, "tokens_seen": 1219428352 }, { "epoch": 0.37, "learning_rate": 0.0006369508525576731, "loss": 1.5031, "theoretical_loss": 3.610623882922999, "tokens_seen": 1219493888 }, { "epoch": 0.37, "learning_rate": 0.0006369307923771313, "loss": 1.5261, "theoretical_loss": 3.6106062291391723, "tokens_seen": 1219559424 }, { "epoch": 0.37, "learning_rate": 0.0006369107321965898, "loss": 1.4952, "theoretical_loss": 3.6105885765696004, "tokens_seen": 1219624960 }, { "epoch": 0.37, "learning_rate": 0.0006368906720160482, "loss": 1.4527, "theoretical_loss": 3.6105709252141343, "tokens_seen": 1219690496 }, { "epoch": 0.37, "learning_rate": 0.0006368706118355065, "loss": 1.4149, "theoretical_loss": 3.6105532750726255, "tokens_seen": 1219756032 }, { "epoch": 0.37, "learning_rate": 0.0006368505516549649, "loss": 1.4902, "theoretical_loss": 3.6105356261449253, "tokens_seen": 1219821568 }, { "epoch": 0.37, "learning_rate": 0.0006368304914744232, "loss": 1.4691, "theoretical_loss": 3.610517978430885, "tokens_seen": 1219887104 }, { "epoch": 0.37, "learning_rate": 0.0006368104312938816, "loss": 1.5404, "theoretical_loss": 3.6105003319303557, "tokens_seen": 1219952640 }, { "epoch": 0.37, "learning_rate": 0.0006367903711133401, "loss": 1.3823, "theoretical_loss": 3.6104826866431887, "tokens_seen": 1220018176 }, { "epoch": 0.37, "learning_rate": 0.0006367703109327983, "loss": 1.5048, "theoretical_loss": 3.6104650425692366, "tokens_seen": 1220083712 }, { "epoch": 0.37, "learning_rate": 0.0006367502507522568, "loss": 1.4589, "theoretical_loss": 3.610447399708349, "tokens_seen": 1220149248 }, { "epoch": 0.37, "learning_rate": 0.0006367301905717152, "loss": 1.4925, "theoretical_loss": 3.610429758060379, "tokens_seen": 1220214784 }, { "epoch": 0.37, "learning_rate": 0.0006367101303911735, "loss": 1.4216, "theoretical_loss": 3.6104121176251764, "tokens_seen": 1220280320 }, { "epoch": 0.37, "learning_rate": 0.0006366900702106319, "loss": 1.4654, "theoretical_loss": 3.6103944784025943, "tokens_seen": 1220345856 }, { "epoch": 0.37, "learning_rate": 0.0006366700100300902, "loss": 1.5588, "theoretical_loss": 3.610376840392483, "tokens_seen": 1220411392 }, { "epoch": 0.37, "learning_rate": 0.0006366499498495486, "loss": 1.4058, "theoretical_loss": 3.610359203594695, "tokens_seen": 1220476928 }, { "epoch": 0.37, "learning_rate": 0.0006366298896690071, "loss": 1.5305, "theoretical_loss": 3.6103415680090816, "tokens_seen": 1220542464 }, { "epoch": 0.37, "learning_rate": 0.0006366098294884654, "loss": 1.405, "theoretical_loss": 3.610323933635494, "tokens_seen": 1220608000 }, { "epoch": 0.37, "learning_rate": 0.0006365897693079238, "loss": 1.4798, "theoretical_loss": 3.610306300473784, "tokens_seen": 1220673536 }, { "epoch": 0.37, "learning_rate": 0.0006365697091273822, "loss": 1.6366, "theoretical_loss": 3.610288668523804, "tokens_seen": 1220739072 }, { "epoch": 0.37, "learning_rate": 0.0006365496489468405, "loss": 1.5493, "theoretical_loss": 3.6102710377854046, "tokens_seen": 1220804608 }, { "epoch": 0.37, "learning_rate": 0.000636529588766299, "loss": 1.4351, "theoretical_loss": 3.610253408258438, "tokens_seen": 1220870144 }, { "epoch": 0.37, "learning_rate": 0.0006365095285857573, "loss": 1.4863, "theoretical_loss": 3.610235779942756, "tokens_seen": 1220935680 }, { "epoch": 0.37, "learning_rate": 0.0006364894684052157, "loss": 1.4587, "theoretical_loss": 3.6102181528382102, "tokens_seen": 1221001216 }, { "epoch": 0.37, "learning_rate": 0.000636469408224674, "loss": 1.4148, "theoretical_loss": 3.610200526944652, "tokens_seen": 1221066752 }, { "epoch": 0.37, "learning_rate": 0.0006364493480441324, "loss": 1.3556, "theoretical_loss": 3.6101829022619345, "tokens_seen": 1221132288 }, { "epoch": 0.37, "learning_rate": 0.0006364292878635908, "loss": 1.507, "theoretical_loss": 3.610165278789909, "tokens_seen": 1221197824 }, { "epoch": 0.37, "learning_rate": 0.0006364092276830492, "loss": 1.5081, "theoretical_loss": 3.6101476565284263, "tokens_seen": 1221263360 }, { "epoch": 0.37, "learning_rate": 0.0006363891675025075, "loss": 1.5577, "theoretical_loss": 3.610130035477339, "tokens_seen": 1221328896 }, { "epoch": 0.37, "learning_rate": 0.000636369107321966, "loss": 1.5777, "theoretical_loss": 3.6101124156365, "tokens_seen": 1221394432 }, { "epoch": 0.37, "learning_rate": 0.0006363490471414243, "loss": 1.6385, "theoretical_loss": 3.6100947970057593, "tokens_seen": 1221459968 }, { "epoch": 0.37, "learning_rate": 0.0006363289869608827, "loss": 1.4161, "theoretical_loss": 3.610077179584971, "tokens_seen": 1221525504 }, { "epoch": 0.37, "learning_rate": 0.000636308926780341, "loss": 1.5369, "theoretical_loss": 3.6100595633739854, "tokens_seen": 1221591040 }, { "epoch": 0.37, "learning_rate": 0.0006362888665997995, "loss": 1.5454, "theoretical_loss": 3.610041948372655, "tokens_seen": 1221656576 }, { "epoch": 0.37, "learning_rate": 0.0006362688064192578, "loss": 1.4155, "theoretical_loss": 3.6100243345808325, "tokens_seen": 1221722112 }, { "epoch": 0.37, "learning_rate": 0.0006362487462387162, "loss": 1.4635, "theoretical_loss": 3.610006721998369, "tokens_seen": 1221787648 }, { "epoch": 0.37, "learning_rate": 0.0006362286860581745, "loss": 1.5527, "theoretical_loss": 3.6099891106251176, "tokens_seen": 1221853184 }, { "epoch": 0.37, "learning_rate": 0.0006362086258776329, "loss": 1.5255, "theoretical_loss": 3.6099715004609294, "tokens_seen": 1221918720 }, { "epoch": 0.37, "learning_rate": 0.0006361885656970913, "loss": 1.4761, "theoretical_loss": 3.6099538915056577, "tokens_seen": 1221984256 }, { "epoch": 0.37, "learning_rate": 0.0006361685055165497, "loss": 1.4583, "theoretical_loss": 3.6099362837591533, "tokens_seen": 1222049792 }, { "epoch": 0.37, "learning_rate": 0.000636148445336008, "loss": 1.6776, "theoretical_loss": 3.6099186772212697, "tokens_seen": 1222115328 }, { "epoch": 0.37, "learning_rate": 0.0006361283851554665, "loss": 1.4902, "theoretical_loss": 3.6099010718918585, "tokens_seen": 1222180864 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.4875772297382355, "objective/train/docs_used": 446976, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4010878801345825, "objective/train/original_loss": 1.4010876417160034, "objective/train/theoretical_loss": 3.6098834677707723, "objective/train/tokens_used": 1242706400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2399894744157791, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0499775409698486, "objective/train/weighted_lm_loss": 1.4715443849563599, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6098834677707723, "tokens_seen": 1222246400 }, { "epoch": 0.37, "learning_rate": 0.0006361083249749248, "loss": 1.4545, "theoretical_loss": 3.6098834677707723, "tokens_seen": 1222246400 }, { "epoch": 0.37, "learning_rate": 0.0006360882647943832, "loss": 1.4968, "theoretical_loss": 3.6098658648578628, "tokens_seen": 1222311936 }, { "epoch": 0.37, "learning_rate": 0.0006360682046138415, "loss": 1.3861, "theoretical_loss": 3.6098482631529825, "tokens_seen": 1222377472 }, { "epoch": 0.37, "learning_rate": 0.0006360481444332999, "loss": 1.436, "theoretical_loss": 3.609830662655984, "tokens_seen": 1222443008 }, { "epoch": 0.37, "learning_rate": 0.0006360280842527583, "loss": 1.4834, "theoretical_loss": 3.60981306336672, "tokens_seen": 1222508544 }, { "epoch": 0.37, "learning_rate": 0.0006360080240722167, "loss": 1.5654, "theoretical_loss": 3.6097954652850417, "tokens_seen": 1222574080 }, { "epoch": 0.37, "learning_rate": 0.000635987963891675, "loss": 1.4835, "theoretical_loss": 3.6097778684108026, "tokens_seen": 1222639616 }, { "epoch": 0.37, "learning_rate": 0.0006359679037111335, "loss": 1.4731, "theoretical_loss": 3.6097602727438547, "tokens_seen": 1222705152 }, { "epoch": 0.37, "learning_rate": 0.0006359478435305917, "loss": 1.3735, "theoretical_loss": 3.609742678284051, "tokens_seen": 1222770688 }, { "epoch": 0.37, "learning_rate": 0.0006359277833500502, "loss": 1.5609, "theoretical_loss": 3.609725085031243, "tokens_seen": 1222836224 }, { "epoch": 0.37, "learning_rate": 0.0006359077231695086, "loss": 1.4821, "theoretical_loss": 3.609707492985284, "tokens_seen": 1222901760 }, { "epoch": 0.37, "learning_rate": 0.0006358876629889669, "loss": 1.4125, "theoretical_loss": 3.6096899021460263, "tokens_seen": 1222967296 }, { "epoch": 0.37, "learning_rate": 0.0006358676028084253, "loss": 1.4551, "theoretical_loss": 3.6096723125133225, "tokens_seen": 1223032832 }, { "epoch": 0.37, "learning_rate": 0.0006358475426278836, "loss": 1.4492, "theoretical_loss": 3.609654724087025, "tokens_seen": 1223098368 }, { "epoch": 0.37, "learning_rate": 0.000635827482447342, "loss": 1.5368, "theoretical_loss": 3.609637136866987, "tokens_seen": 1223163904 }, { "epoch": 0.37, "learning_rate": 0.0006358074222668005, "loss": 1.5107, "theoretical_loss": 3.6096195508530604, "tokens_seen": 1223229440 }, { "epoch": 0.37, "learning_rate": 0.0006357873620862587, "loss": 1.4318, "theoretical_loss": 3.6096019660450986, "tokens_seen": 1223294976 }, { "epoch": 0.37, "learning_rate": 0.0006357673019057172, "loss": 1.3526, "theoretical_loss": 3.6095843824429537, "tokens_seen": 1223360512 }, { "epoch": 0.37, "learning_rate": 0.0006357472417251756, "loss": 1.4268, "theoretical_loss": 3.609566800046478, "tokens_seen": 1223426048 }, { "epoch": 0.37, "learning_rate": 0.0006357271815446339, "loss": 1.5602, "theoretical_loss": 3.609549218855526, "tokens_seen": 1223491584 }, { "epoch": 0.37, "learning_rate": 0.0006357071213640923, "loss": 1.4812, "theoretical_loss": 3.6095316388699485, "tokens_seen": 1223557120 }, { "epoch": 0.37, "learning_rate": 0.0006356870611835506, "loss": 1.357, "theoretical_loss": 3.6095140600896, "tokens_seen": 1223622656 }, { "epoch": 0.37, "learning_rate": 0.000635667001003009, "loss": 1.4327, "theoretical_loss": 3.609496482514332, "tokens_seen": 1223688192 }, { "epoch": 0.37, "learning_rate": 0.0006356469408224675, "loss": 1.5766, "theoretical_loss": 3.6094789061439982, "tokens_seen": 1223753728 }, { "epoch": 0.37, "learning_rate": 0.0006356268806419257, "loss": 1.5137, "theoretical_loss": 3.609461330978451, "tokens_seen": 1223819264 }, { "epoch": 0.37, "learning_rate": 0.0006356068204613842, "loss": 1.4779, "theoretical_loss": 3.609443757017543, "tokens_seen": 1223884800 }, { "epoch": 0.37, "learning_rate": 0.0006355867602808425, "loss": 1.4392, "theoretical_loss": 3.609426184261128, "tokens_seen": 1223950336 }, { "epoch": 0.37, "learning_rate": 0.0006355667001003009, "loss": 1.5558, "theoretical_loss": 3.6094086127090588, "tokens_seen": 1224015872 }, { "epoch": 0.37, "learning_rate": 0.0006355466399197593, "loss": 1.4861, "theoretical_loss": 3.609391042361188, "tokens_seen": 1224081408 }, { "epoch": 0.37, "learning_rate": 0.0006355265797392177, "loss": 1.4862, "theoretical_loss": 3.609373473217368, "tokens_seen": 1224146944 }, { "epoch": 0.37, "learning_rate": 0.000635506519558676, "loss": 1.5309, "theoretical_loss": 3.6093559052774538, "tokens_seen": 1224212480 }, { "epoch": 0.37, "learning_rate": 0.0006354864593781344, "loss": 1.5066, "theoretical_loss": 3.6093383385412965, "tokens_seen": 1224278016 }, { "epoch": 0.37, "learning_rate": 0.0006354663991975927, "loss": 1.4171, "theoretical_loss": 3.6093207730087498, "tokens_seen": 1224343552 }, { "epoch": 0.37, "learning_rate": 0.0006354463390170512, "loss": 1.4584, "theoretical_loss": 3.609303208679667, "tokens_seen": 1224409088 }, { "epoch": 0.37, "learning_rate": 0.0006354262788365095, "loss": 1.5221, "theoretical_loss": 3.6092856455539017, "tokens_seen": 1224474624 }, { "epoch": 0.37, "learning_rate": 0.0006354062186559679, "loss": 1.454, "theoretical_loss": 3.6092680836313065, "tokens_seen": 1224540160 }, { "epoch": 0.37, "learning_rate": 0.0006353861584754263, "loss": 1.5206, "theoretical_loss": 3.6092505229117338, "tokens_seen": 1224605696 }, { "epoch": 0.37, "learning_rate": 0.0006353660982948847, "loss": 1.5739, "theoretical_loss": 3.6092329633950384, "tokens_seen": 1224671232 }, { "epoch": 0.37, "learning_rate": 0.000635346038114343, "loss": 1.5792, "theoretical_loss": 3.6092154050810725, "tokens_seen": 1224736768 }, { "epoch": 0.37, "learning_rate": 0.0006353259779338014, "loss": 1.5401, "theoretical_loss": 3.60919784796969, "tokens_seen": 1224802304 }, { "epoch": 0.37, "learning_rate": 0.0006353059177532597, "loss": 1.4517, "theoretical_loss": 3.6091802920607434, "tokens_seen": 1224867840 }, { "epoch": 0.37, "learning_rate": 0.0006352858575727182, "loss": 1.399, "theoretical_loss": 3.6091627373540867, "tokens_seen": 1224933376 }, { "epoch": 0.37, "learning_rate": 0.0006352657973921765, "loss": 1.6073, "theoretical_loss": 3.6091451838495727, "tokens_seen": 1224998912 }, { "epoch": 0.37, "learning_rate": 0.0006352457372116349, "loss": 1.4098, "theoretical_loss": 3.6091276315470555, "tokens_seen": 1225064448 }, { "epoch": 0.37, "learning_rate": 0.0006352256770310932, "loss": 1.4736, "theoretical_loss": 3.609110080446388, "tokens_seen": 1225129984 }, { "epoch": 0.37, "learning_rate": 0.0006352056168505517, "loss": 1.5497, "theoretical_loss": 3.6090925305474237, "tokens_seen": 1225195520 }, { "epoch": 0.37, "learning_rate": 0.00063518555667001, "loss": 1.4537, "theoretical_loss": 3.609074981850016, "tokens_seen": 1225261056 }, { "epoch": 0.37, "learning_rate": 0.0006351654964894684, "loss": 1.5602, "theoretical_loss": 3.6090574343540185, "tokens_seen": 1225326592 }, { "epoch": 0.37, "learning_rate": 0.0006351454363089268, "loss": 1.5507, "theoretical_loss": 3.609039888059285, "tokens_seen": 1225392128 }, { "epoch": 0.37, "learning_rate": 0.0006351253761283852, "loss": 1.5809, "theoretical_loss": 3.609022342965668, "tokens_seen": 1225457664 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.4946627914905548, "objective/train/docs_used": 448161, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4292793273925781, "objective/train/original_loss": 1.4292793273925781, "objective/train/theoretical_loss": 3.6090047990730216, "objective/train/tokens_used": 1245983200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24554826319217682, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507146120071411, "objective/train/weighted_lm_loss": 1.5018622875213623, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6090047990730216, "tokens_seen": 1225523200 }, { "epoch": 0.37, "learning_rate": 0.0006351053159478436, "loss": 1.4582, "theoretical_loss": 3.6090047990730216, "tokens_seen": 1225523200 }, { "epoch": 0.37, "learning_rate": 0.0006350852557673019, "loss": 1.4318, "theoretical_loss": 3.6089872563811998, "tokens_seen": 1225588736 }, { "epoch": 0.37, "learning_rate": 0.0006350651955867603, "loss": 1.4644, "theoretical_loss": 3.608969714890056, "tokens_seen": 1225654272 }, { "epoch": 0.37, "learning_rate": 0.0006350451354062187, "loss": 1.49, "theoretical_loss": 3.6089521745994437, "tokens_seen": 1225719808 }, { "epoch": 0.37, "learning_rate": 0.0006350250752256771, "loss": 1.4645, "theoretical_loss": 3.6089346355092164, "tokens_seen": 1225785344 }, { "epoch": 0.37, "learning_rate": 0.0006350050150451354, "loss": 1.4749, "theoretical_loss": 3.608917097619228, "tokens_seen": 1225850880 }, { "epoch": 0.37, "learning_rate": 0.0006349849548645939, "loss": 1.56, "theoretical_loss": 3.6088995609293324, "tokens_seen": 1225916416 }, { "epoch": 0.37, "learning_rate": 0.0006349648946840521, "loss": 1.4637, "theoretical_loss": 3.608882025439383, "tokens_seen": 1225981952 }, { "epoch": 0.37, "learning_rate": 0.0006349448345035106, "loss": 1.5557, "theoretical_loss": 3.6088644911492334, "tokens_seen": 1226047488 }, { "epoch": 0.37, "learning_rate": 0.000634924774322969, "loss": 1.5015, "theoretical_loss": 3.608846958058738, "tokens_seen": 1226113024 }, { "epoch": 0.37, "learning_rate": 0.0006349047141424273, "loss": 1.5425, "theoretical_loss": 3.6088294261677496, "tokens_seen": 1226178560 }, { "epoch": 0.37, "learning_rate": 0.0006348846539618857, "loss": 1.4498, "theoretical_loss": 3.608811895476123, "tokens_seen": 1226244096 }, { "epoch": 0.37, "learning_rate": 0.000634864593781344, "loss": 1.5379, "theoretical_loss": 3.6087943659837114, "tokens_seen": 1226309632 }, { "epoch": 0.37, "learning_rate": 0.0006348445336008024, "loss": 1.4772, "theoretical_loss": 3.6087768376903693, "tokens_seen": 1226375168 }, { "epoch": 0.37, "learning_rate": 0.0006348244734202609, "loss": 1.5127, "theoretical_loss": 3.608759310595951, "tokens_seen": 1226440704 }, { "epoch": 0.37, "learning_rate": 0.0006348044132397191, "loss": 1.4604, "theoretical_loss": 3.6087417847003085, "tokens_seen": 1226506240 }, { "epoch": 0.37, "learning_rate": 0.0006347843530591776, "loss": 1.3823, "theoretical_loss": 3.6087242600032976, "tokens_seen": 1226571776 }, { "epoch": 0.37, "learning_rate": 0.000634764292878636, "loss": 1.4417, "theoretical_loss": 3.6087067365047716, "tokens_seen": 1226637312 }, { "epoch": 0.37, "learning_rate": 0.0006347442326980943, "loss": 1.4207, "theoretical_loss": 3.6086892142045848, "tokens_seen": 1226702848 }, { "epoch": 0.37, "learning_rate": 0.0006347241725175527, "loss": 1.5733, "theoretical_loss": 3.608671693102591, "tokens_seen": 1226768384 }, { "epoch": 0.37, "learning_rate": 0.000634704112337011, "loss": 1.4952, "theoretical_loss": 3.6086541731986443, "tokens_seen": 1226833920 }, { "epoch": 0.37, "learning_rate": 0.0006346840521564694, "loss": 1.3822, "theoretical_loss": 3.6086366544925985, "tokens_seen": 1226899456 }, { "epoch": 0.37, "learning_rate": 0.0006346639919759279, "loss": 1.4459, "theoretical_loss": 3.6086191369843084, "tokens_seen": 1226964992 }, { "epoch": 0.37, "learning_rate": 0.0006346439317953861, "loss": 1.3985, "theoretical_loss": 3.6086016206736278, "tokens_seen": 1227030528 }, { "epoch": 0.37, "learning_rate": 0.0006346238716148446, "loss": 1.4113, "theoretical_loss": 3.6085841055604106, "tokens_seen": 1227096064 }, { "epoch": 0.37, "learning_rate": 0.0006346038114343029, "loss": 1.6051, "theoretical_loss": 3.608566591644511, "tokens_seen": 1227161600 }, { "epoch": 0.37, "learning_rate": 0.0006345837512537613, "loss": 1.5366, "theoretical_loss": 3.6085490789257837, "tokens_seen": 1227227136 }, { "epoch": 0.37, "learning_rate": 0.0006345636910732197, "loss": 1.4519, "theoretical_loss": 3.608531567404083, "tokens_seen": 1227292672 }, { "epoch": 0.37, "learning_rate": 0.000634543630892678, "loss": 1.4051, "theoretical_loss": 3.608514057079262, "tokens_seen": 1227358208 }, { "epoch": 0.37, "learning_rate": 0.0006345235707121364, "loss": 1.4239, "theoretical_loss": 3.6084965479511766, "tokens_seen": 1227423744 }, { "epoch": 0.37, "learning_rate": 0.0006345035105315948, "loss": 1.5469, "theoretical_loss": 3.60847904001968, "tokens_seen": 1227489280 }, { "epoch": 0.37, "learning_rate": 0.0006344834503510531, "loss": 1.4317, "theoretical_loss": 3.6084615332846264, "tokens_seen": 1227554816 }, { "epoch": 0.37, "learning_rate": 0.0006344633901705116, "loss": 1.464, "theoretical_loss": 3.6084440277458714, "tokens_seen": 1227620352 }, { "epoch": 0.37, "learning_rate": 0.0006344433299899699, "loss": 1.4173, "theoretical_loss": 3.608426523403269, "tokens_seen": 1227685888 }, { "epoch": 0.37, "learning_rate": 0.0006344232698094283, "loss": 1.491, "theoretical_loss": 3.608409020256672, "tokens_seen": 1227751424 }, { "epoch": 0.37, "learning_rate": 0.0006344032096288867, "loss": 1.3989, "theoretical_loss": 3.608391518305937, "tokens_seen": 1227816960 }, { "epoch": 0.37, "learning_rate": 0.0006343831494483451, "loss": 1.4666, "theoretical_loss": 3.6083740175509176, "tokens_seen": 1227882496 }, { "epoch": 0.37, "learning_rate": 0.0006343630892678034, "loss": 1.5054, "theoretical_loss": 3.608356517991468, "tokens_seen": 1227948032 }, { "epoch": 0.37, "learning_rate": 0.0006343430290872618, "loss": 1.6256, "theoretical_loss": 3.608339019627443, "tokens_seen": 1228013568 }, { "epoch": 0.37, "learning_rate": 0.0006343229689067201, "loss": 1.4961, "theoretical_loss": 3.6083215224586973, "tokens_seen": 1228079104 }, { "epoch": 0.37, "learning_rate": 0.0006343029087261786, "loss": 1.5305, "theoretical_loss": 3.6083040264850856, "tokens_seen": 1228144640 }, { "epoch": 0.37, "learning_rate": 0.0006342828485456369, "loss": 1.46, "theoretical_loss": 3.6082865317064616, "tokens_seen": 1228210176 }, { "epoch": 0.37, "learning_rate": 0.0006342627883650953, "loss": 1.4123, "theoretical_loss": 3.6082690381226814, "tokens_seen": 1228275712 }, { "epoch": 0.37, "learning_rate": 0.0006342427281845536, "loss": 1.4081, "theoretical_loss": 3.608251545733598, "tokens_seen": 1228341248 }, { "epoch": 0.37, "learning_rate": 0.0006342226680040121, "loss": 1.5691, "theoretical_loss": 3.6082340545390674, "tokens_seen": 1228406784 }, { "epoch": 0.37, "learning_rate": 0.0006342026078234704, "loss": 1.6289, "theoretical_loss": 3.6082165645389432, "tokens_seen": 1228472320 }, { "epoch": 0.37, "learning_rate": 0.0006341825476429288, "loss": 1.5281, "theoretical_loss": 3.608199075733082, "tokens_seen": 1228537856 }, { "epoch": 0.37, "learning_rate": 0.0006341624874623872, "loss": 1.4136, "theoretical_loss": 3.608181588121336, "tokens_seen": 1228603392 }, { "epoch": 0.37, "learning_rate": 0.0006341424272818456, "loss": 1.4747, "theoretical_loss": 3.6081641017035615, "tokens_seen": 1228668928 }, { "epoch": 0.37, "learning_rate": 0.0006341223671013039, "loss": 1.5676, "theoretical_loss": 3.6081466164796137, "tokens_seen": 1228734464 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.4903579354286194, "objective/train/docs_used": 449484, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.518437385559082, "objective/train/original_loss": 1.518437385559082, "objective/train/theoretical_loss": 3.6081291324493456, "objective/train/tokens_used": 1249260000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24099566042423248, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502609014511108, "objective/train/weighted_lm_loss": 1.5948468446731567, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9834713935852051, "theoretical_loss": 3.6081291324493456, "tokens_seen": 1228800000 }, { "epoch": 0.37, "learning_rate": 0.0006341023069207623, "loss": 1.5905, "theoretical_loss": 3.6081291324493456, "tokens_seen": 1228800000 }, { "epoch": 0.37, "learning_rate": 0.0006340822467402206, "loss": 1.5016, "theoretical_loss": 3.6081116496126144, "tokens_seen": 1228865536 }, { "epoch": 0.37, "learning_rate": 0.0006340621865596791, "loss": 1.4949, "theoretical_loss": 3.608094167969273, "tokens_seen": 1228931072 }, { "epoch": 0.37, "learning_rate": 0.0006340421263791374, "loss": 1.4643, "theoretical_loss": 3.6080766875191776, "tokens_seen": 1228996608 }, { "epoch": 0.37, "learning_rate": 0.0006340220661985958, "loss": 1.492, "theoretical_loss": 3.6080592082621825, "tokens_seen": 1229062144 }, { "epoch": 0.37, "learning_rate": 0.0006340020060180542, "loss": 1.4782, "theoretical_loss": 3.608041730198143, "tokens_seen": 1229127680 }, { "epoch": 0.37, "learning_rate": 0.0006339819458375125, "loss": 1.4503, "theoretical_loss": 3.6080242533269136, "tokens_seen": 1229193216 }, { "epoch": 0.37, "learning_rate": 0.0006339618856569709, "loss": 1.4499, "theoretical_loss": 3.6080067776483493, "tokens_seen": 1229258752 }, { "epoch": 0.37, "learning_rate": 0.0006339418254764294, "loss": 1.4778, "theoretical_loss": 3.607989303162306, "tokens_seen": 1229324288 }, { "epoch": 0.37, "learning_rate": 0.0006339217652958876, "loss": 1.4375, "theoretical_loss": 3.607971829868638, "tokens_seen": 1229389824 }, { "epoch": 0.37, "learning_rate": 0.0006339017051153461, "loss": 1.3998, "theoretical_loss": 3.6079543577672, "tokens_seen": 1229455360 }, { "epoch": 0.37, "learning_rate": 0.0006338816449348043, "loss": 1.4751, "theoretical_loss": 3.607936886857848, "tokens_seen": 1229520896 }, { "epoch": 0.37, "learning_rate": 0.0006338615847542628, "loss": 1.5057, "theoretical_loss": 3.6079194171404367, "tokens_seen": 1229586432 }, { "epoch": 0.37, "learning_rate": 0.0006338415245737212, "loss": 1.5469, "theoretical_loss": 3.607901948614822, "tokens_seen": 1229651968 }, { "epoch": 0.37, "learning_rate": 0.0006338214643931795, "loss": 1.5463, "theoretical_loss": 3.6078844812808577, "tokens_seen": 1229717504 }, { "epoch": 0.37, "learning_rate": 0.0006338014042126379, "loss": 1.5246, "theoretical_loss": 3.6078670151384, "tokens_seen": 1229783040 }, { "epoch": 0.37, "learning_rate": 0.0006337813440320964, "loss": 1.5761, "theoretical_loss": 3.607849550187304, "tokens_seen": 1229848576 }, { "epoch": 0.37, "learning_rate": 0.0006337612838515546, "loss": 1.5624, "theoretical_loss": 3.6078320864274245, "tokens_seen": 1229914112 }, { "epoch": 0.37, "learning_rate": 0.0006337412236710131, "loss": 1.5555, "theoretical_loss": 3.6078146238586175, "tokens_seen": 1229979648 }, { "epoch": 0.37, "learning_rate": 0.0006337211634904713, "loss": 1.4829, "theoretical_loss": 3.607797162480738, "tokens_seen": 1230045184 }, { "epoch": 0.37, "learning_rate": 0.0006337011033099298, "loss": 1.5408, "theoretical_loss": 3.607779702293641, "tokens_seen": 1230110720 }, { "epoch": 0.37, "learning_rate": 0.0006336810431293882, "loss": 1.4496, "theoretical_loss": 3.6077622432971816, "tokens_seen": 1230176256 }, { "epoch": 0.37, "learning_rate": 0.0006336609829488465, "loss": 1.577, "theoretical_loss": 3.6077447854912164, "tokens_seen": 1230241792 }, { "epoch": 0.37, "learning_rate": 0.0006336409227683049, "loss": 1.3644, "theoretical_loss": 3.6077273288755998, "tokens_seen": 1230307328 }, { "epoch": 0.37, "learning_rate": 0.0006336208625877633, "loss": 1.5274, "theoretical_loss": 3.6077098734501876, "tokens_seen": 1230372864 }, { "epoch": 0.37, "learning_rate": 0.0006336008024072217, "loss": 1.502, "theoretical_loss": 3.6076924192148354, "tokens_seen": 1230438400 }, { "epoch": 0.37, "learning_rate": 0.0006335807422266801, "loss": 1.5419, "theoretical_loss": 3.6076749661693985, "tokens_seen": 1230503936 }, { "epoch": 0.37, "learning_rate": 0.0006335606820461385, "loss": 1.4903, "theoretical_loss": 3.6076575143137326, "tokens_seen": 1230569472 }, { "epoch": 0.37, "learning_rate": 0.0006335406218655968, "loss": 1.5736, "theoretical_loss": 3.6076400636476924, "tokens_seen": 1230635008 }, { "epoch": 0.37, "learning_rate": 0.0006335205616850552, "loss": 1.4192, "theoretical_loss": 3.6076226141711345, "tokens_seen": 1230700544 }, { "epoch": 0.37, "learning_rate": 0.0006335005015045135, "loss": 1.6146, "theoretical_loss": 3.607605165883914, "tokens_seen": 1230766080 }, { "epoch": 0.37, "learning_rate": 0.000633480441323972, "loss": 1.4717, "theoretical_loss": 3.6075877187858865, "tokens_seen": 1230831616 }, { "epoch": 0.37, "learning_rate": 0.0006334603811434303, "loss": 1.5028, "theoretical_loss": 3.607570272876908, "tokens_seen": 1230897152 }, { "epoch": 0.37, "learning_rate": 0.0006334403209628887, "loss": 1.5014, "theoretical_loss": 3.607552828156834, "tokens_seen": 1230962688 }, { "epoch": 0.37, "learning_rate": 0.0006334202607823471, "loss": 1.5242, "theoretical_loss": 3.60753538462552, "tokens_seen": 1231028224 }, { "epoch": 0.37, "learning_rate": 0.0006334002006018055, "loss": 1.5473, "theoretical_loss": 3.6075179422828216, "tokens_seen": 1231093760 }, { "epoch": 0.37, "learning_rate": 0.0006333801404212638, "loss": 1.4911, "theoretical_loss": 3.6075005011285945, "tokens_seen": 1231159296 }, { "epoch": 0.37, "learning_rate": 0.0006333600802407222, "loss": 1.5101, "theoretical_loss": 3.6074830611626956, "tokens_seen": 1231224832 }, { "epoch": 0.37, "learning_rate": 0.0006333400200601805, "loss": 1.3882, "theoretical_loss": 3.607465622384979, "tokens_seen": 1231290368 }, { "epoch": 0.37, "learning_rate": 0.000633319959879639, "loss": 1.4083, "theoretical_loss": 3.6074481847953015, "tokens_seen": 1231355904 }, { "epoch": 0.37, "learning_rate": 0.0006332998996990973, "loss": 1.5396, "theoretical_loss": 3.6074307483935186, "tokens_seen": 1231421440 }, { "epoch": 0.37, "learning_rate": 0.0006332798395185557, "loss": 1.4971, "theoretical_loss": 3.607413313179487, "tokens_seen": 1231486976 }, { "epoch": 0.37, "learning_rate": 0.000633259779338014, "loss": 1.5787, "theoretical_loss": 3.6073958791530614, "tokens_seen": 1231552512 }, { "epoch": 0.37, "learning_rate": 0.0006332397191574725, "loss": 1.3911, "theoretical_loss": 3.6073784463140983, "tokens_seen": 1231618048 }, { "epoch": 0.37, "learning_rate": 0.0006332196589769308, "loss": 1.5488, "theoretical_loss": 3.6073610146624535, "tokens_seen": 1231683584 }, { "epoch": 0.37, "learning_rate": 0.0006331995987963892, "loss": 1.4918, "theoretical_loss": 3.6073435841979835, "tokens_seen": 1231749120 }, { "epoch": 0.37, "learning_rate": 0.0006331795386158476, "loss": 1.5384, "theoretical_loss": 3.607326154920543, "tokens_seen": 1231814656 }, { "epoch": 0.37, "learning_rate": 0.000633159478435306, "loss": 1.4415, "theoretical_loss": 3.6073087268299893, "tokens_seen": 1231880192 }, { "epoch": 0.37, "learning_rate": 0.0006331394182547643, "loss": 1.476, "theoretical_loss": 3.607291299926178, "tokens_seen": 1231945728 }, { "epoch": 0.37, "learning_rate": 0.0006331193580742227, "loss": 1.4356, "theoretical_loss": 3.607273874208965, "tokens_seen": 1232011264 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.49268966913223267, "objective/train/docs_used": 450737, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4987081289291382, "objective/train/original_loss": 1.4987080097198486, "objective/train/theoretical_loss": 3.6072564496782062, "objective/train/tokens_used": 1252536800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24331818521022797, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505058765411377, "objective/train/weighted_lm_loss": 1.5744669437408447, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6072564496782062, "tokens_seen": 1232076800 }, { "epoch": 0.37, "learning_rate": 0.000633099297893681, "loss": 1.5357, "theoretical_loss": 3.6072564496782062, "tokens_seen": 1232076800 }, { "epoch": 0.37, "learning_rate": 0.0006330792377131395, "loss": 1.4186, "theoretical_loss": 3.607239026333759, "tokens_seen": 1232142336 }, { "epoch": 0.37, "learning_rate": 0.0006330591775325978, "loss": 1.4141, "theoretical_loss": 3.6072216041754777, "tokens_seen": 1232207872 }, { "epoch": 0.37, "learning_rate": 0.0006330391173520562, "loss": 1.5352, "theoretical_loss": 3.60720418320322, "tokens_seen": 1232273408 }, { "epoch": 0.37, "learning_rate": 0.0006330190571715146, "loss": 1.4017, "theoretical_loss": 3.607186763416841, "tokens_seen": 1232338944 }, { "epoch": 0.37, "learning_rate": 0.0006329989969909729, "loss": 1.4815, "theoretical_loss": 3.6071693448161977, "tokens_seen": 1232404480 }, { "epoch": 0.37, "learning_rate": 0.0006329789368104313, "loss": 1.5283, "theoretical_loss": 3.607151927401145, "tokens_seen": 1232470016 }, { "epoch": 0.37, "learning_rate": 0.0006329588766298898, "loss": 1.4727, "theoretical_loss": 3.6071345111715414, "tokens_seen": 1232535552 }, { "epoch": 0.37, "learning_rate": 0.000632938816449348, "loss": 1.5012, "theoretical_loss": 3.607117096127242, "tokens_seen": 1232601088 }, { "epoch": 0.37, "learning_rate": 0.0006329187562688065, "loss": 1.4751, "theoretical_loss": 3.6070996822681023, "tokens_seen": 1232666624 }, { "epoch": 0.37, "learning_rate": 0.0006328986960882647, "loss": 1.5272, "theoretical_loss": 3.6070822695939793, "tokens_seen": 1232732160 }, { "epoch": 0.37, "learning_rate": 0.0006328786359077232, "loss": 1.5261, "theoretical_loss": 3.6070648581047298, "tokens_seen": 1232797696 }, { "epoch": 0.37, "learning_rate": 0.0006328585757271816, "loss": 1.5715, "theoretical_loss": 3.60704744780021, "tokens_seen": 1232863232 }, { "epoch": 0.37, "learning_rate": 0.0006328385155466399, "loss": 1.6252, "theoretical_loss": 3.6070300386802767, "tokens_seen": 1232928768 }, { "epoch": 0.37, "learning_rate": 0.0006328184553660983, "loss": 1.4211, "theoretical_loss": 3.6070126307447845, "tokens_seen": 1232994304 }, { "epoch": 0.37, "learning_rate": 0.0006327983951855568, "loss": 1.423, "theoretical_loss": 3.6069952239935925, "tokens_seen": 1233059840 }, { "epoch": 0.37, "learning_rate": 0.000632778335005015, "loss": 1.4581, "theoretical_loss": 3.606977818426555, "tokens_seen": 1233125376 }, { "epoch": 0.37, "learning_rate": 0.0006327582748244735, "loss": 1.5906, "theoretical_loss": 3.60696041404353, "tokens_seen": 1233190912 }, { "epoch": 0.37, "learning_rate": 0.0006327382146439317, "loss": 1.5293, "theoretical_loss": 3.606943010844373, "tokens_seen": 1233256448 }, { "epoch": 0.37, "learning_rate": 0.0006327181544633902, "loss": 1.4924, "theoretical_loss": 3.6069256088289414, "tokens_seen": 1233321984 }, { "epoch": 0.37, "learning_rate": 0.0006326980942828486, "loss": 1.5223, "theoretical_loss": 3.6069082079970913, "tokens_seen": 1233387520 }, { "epoch": 0.37, "learning_rate": 0.0006326780341023069, "loss": 1.5191, "theoretical_loss": 3.6068908083486795, "tokens_seen": 1233453056 }, { "epoch": 0.37, "learning_rate": 0.0006326579739217653, "loss": 1.4456, "theoretical_loss": 3.606873409883562, "tokens_seen": 1233518592 }, { "epoch": 0.37, "learning_rate": 0.0006326379137412237, "loss": 1.4624, "theoretical_loss": 3.6068560126015967, "tokens_seen": 1233584128 }, { "epoch": 0.37, "learning_rate": 0.000632617853560682, "loss": 1.6534, "theoretical_loss": 3.60683861650264, "tokens_seen": 1233649664 }, { "epoch": 0.37, "learning_rate": 0.0006325977933801405, "loss": 1.4447, "theoretical_loss": 3.606821221586547, "tokens_seen": 1233715200 }, { "epoch": 0.37, "learning_rate": 0.0006325777331995987, "loss": 1.3757, "theoretical_loss": 3.6068038278531764, "tokens_seen": 1233780736 }, { "epoch": 0.37, "learning_rate": 0.0006325576730190572, "loss": 1.5312, "theoretical_loss": 3.606786435302384, "tokens_seen": 1233846272 }, { "epoch": 0.37, "learning_rate": 0.0006325376128385155, "loss": 1.4667, "theoretical_loss": 3.606769043934027, "tokens_seen": 1233911808 }, { "epoch": 0.37, "learning_rate": 0.0006325175526579739, "loss": 1.5038, "theoretical_loss": 3.6067516537479625, "tokens_seen": 1233977344 }, { "epoch": 0.37, "learning_rate": 0.0006324974924774323, "loss": 1.4942, "theoretical_loss": 3.6067342647440457, "tokens_seen": 1234042880 }, { "epoch": 0.37, "learning_rate": 0.0006324774322968907, "loss": 1.5394, "theoretical_loss": 3.606716876922136, "tokens_seen": 1234108416 }, { "epoch": 0.37, "learning_rate": 0.000632457372116349, "loss": 1.5193, "theoretical_loss": 3.606699490282088, "tokens_seen": 1234173952 }, { "epoch": 0.37, "learning_rate": 0.0006324373119358075, "loss": 1.4187, "theoretical_loss": 3.6066821048237605, "tokens_seen": 1234239488 }, { "epoch": 0.37, "learning_rate": 0.0006324172517552657, "loss": 1.448, "theoretical_loss": 3.6066647205470086, "tokens_seen": 1234305024 }, { "epoch": 0.37, "learning_rate": 0.0006323971915747242, "loss": 1.473, "theoretical_loss": 3.6066473374516903, "tokens_seen": 1234370560 }, { "epoch": 0.37, "learning_rate": 0.0006323771313941825, "loss": 1.4112, "theoretical_loss": 3.606629955537663, "tokens_seen": 1234436096 }, { "epoch": 0.37, "learning_rate": 0.0006323570712136409, "loss": 1.345, "theoretical_loss": 3.6066125748047826, "tokens_seen": 1234501632 }, { "epoch": 0.37, "learning_rate": 0.0006323370110330993, "loss": 1.4973, "theoretical_loss": 3.606595195252907, "tokens_seen": 1234567168 }, { "epoch": 0.37, "learning_rate": 0.0006323169508525577, "loss": 1.4764, "theoretical_loss": 3.6065778168818934, "tokens_seen": 1234632704 }, { "epoch": 0.37, "learning_rate": 0.000632296890672016, "loss": 1.5128, "theoretical_loss": 3.606560439691598, "tokens_seen": 1234698240 }, { "epoch": 0.37, "learning_rate": 0.0006322768304914744, "loss": 1.4465, "theoretical_loss": 3.6065430636818783, "tokens_seen": 1234763776 }, { "epoch": 0.37, "learning_rate": 0.0006322567703109328, "loss": 1.5305, "theoretical_loss": 3.606525688852592, "tokens_seen": 1234829312 }, { "epoch": 0.37, "learning_rate": 0.0006322367101303912, "loss": 1.4989, "theoretical_loss": 3.6065083152035955, "tokens_seen": 1234894848 }, { "epoch": 0.37, "learning_rate": 0.0006322166499498495, "loss": 1.4761, "theoretical_loss": 3.6064909427347462, "tokens_seen": 1234960384 }, { "epoch": 0.37, "learning_rate": 0.000632196589769308, "loss": 1.5659, "theoretical_loss": 3.6064735714459015, "tokens_seen": 1235025920 }, { "epoch": 0.37, "learning_rate": 0.0006321765295887662, "loss": 1.5011, "theoretical_loss": 3.6064562013369184, "tokens_seen": 1235091456 }, { "epoch": 0.37, "learning_rate": 0.0006321564694082247, "loss": 1.4454, "theoretical_loss": 3.6064388324076546, "tokens_seen": 1235156992 }, { "epoch": 0.37, "learning_rate": 0.000632136409227683, "loss": 1.5326, "theoretical_loss": 3.6064214646579673, "tokens_seen": 1235222528 }, { "epoch": 0.37, "learning_rate": 0.0006321163490471414, "loss": 1.5369, "theoretical_loss": 3.606404098087713, "tokens_seen": 1235288064 }, { "epoch": 0.37, "objective/train/advantage_avg": 0.4912415146827698, "objective/train/docs_used": 451987, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4503008127212524, "objective/train/original_loss": 1.450300931930542, "objective/train/theoretical_loss": 3.60638673269675, "objective/train/tokens_used": 1255813600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24178089201450348, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503530502319336, "objective/train/weighted_lm_loss": 1.5232105255126953, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.60638673269675, "tokens_seen": 1235353600 }, { "epoch": 0.37, "learning_rate": 0.0006320962888665999, "loss": 1.5725, "theoretical_loss": 3.60638673269675, "tokens_seen": 1235353600 }, { "epoch": 0.37, "learning_rate": 0.0006320762286860582, "loss": 1.4775, "theoretical_loss": 3.606369368484935, "tokens_seen": 1235419136 }, { "epoch": 0.37, "learning_rate": 0.0006320561685055166, "loss": 1.538, "theoretical_loss": 3.606352005452126, "tokens_seen": 1235484672 }, { "epoch": 0.37, "learning_rate": 0.000632036108324975, "loss": 1.4018, "theoretical_loss": 3.6063346435981805, "tokens_seen": 1235550208 }, { "epoch": 0.37, "learning_rate": 0.0006320160481444333, "loss": 1.6188, "theoretical_loss": 3.606317282922955, "tokens_seen": 1235615744 }, { "epoch": 0.37, "learning_rate": 0.0006319959879638917, "loss": 1.4869, "theoretical_loss": 3.606299923426308, "tokens_seen": 1235681280 }, { "epoch": 0.37, "learning_rate": 0.0006319759277833502, "loss": 1.4906, "theoretical_loss": 3.6062825651080956, "tokens_seen": 1235746816 }, { "epoch": 0.37, "learning_rate": 0.0006319558676028084, "loss": 1.5212, "theoretical_loss": 3.606265207968177, "tokens_seen": 1235812352 }, { "epoch": 0.37, "learning_rate": 0.0006319358074222669, "loss": 1.5981, "theoretical_loss": 3.6062478520064087, "tokens_seen": 1235877888 }, { "epoch": 0.37, "learning_rate": 0.0006319157472417251, "loss": 1.4429, "theoretical_loss": 3.606230497222649, "tokens_seen": 1235943424 }, { "epoch": 0.37, "learning_rate": 0.0006318956870611836, "loss": 1.5024, "theoretical_loss": 3.6062131436167544, "tokens_seen": 1236008960 }, { "epoch": 0.37, "learning_rate": 0.000631875626880642, "loss": 1.4902, "theoretical_loss": 3.606195791188583, "tokens_seen": 1236074496 }, { "epoch": 0.37, "learning_rate": 0.0006318555667001003, "loss": 1.3771, "theoretical_loss": 3.606178439937993, "tokens_seen": 1236140032 }, { "epoch": 0.37, "learning_rate": 0.0006318355065195587, "loss": 1.49, "theoretical_loss": 3.6061610898648415, "tokens_seen": 1236205568 }, { "epoch": 0.37, "learning_rate": 0.0006318154463390172, "loss": 1.5054, "theoretical_loss": 3.606143740968986, "tokens_seen": 1236271104 }, { "epoch": 0.37, "learning_rate": 0.0006317953861584754, "loss": 1.6036, "theoretical_loss": 3.6061263932502854, "tokens_seen": 1236336640 }, { "epoch": 0.37, "learning_rate": 0.0006317753259779339, "loss": 1.5738, "theoretical_loss": 3.6061090467085957, "tokens_seen": 1236402176 }, { "epoch": 0.37, "learning_rate": 0.0006317552657973921, "loss": 1.4869, "theoretical_loss": 3.6060917013437757, "tokens_seen": 1236467712 }, { "epoch": 0.37, "learning_rate": 0.0006317352056168506, "loss": 1.4822, "theoretical_loss": 3.6060743571556833, "tokens_seen": 1236533248 }, { "epoch": 0.37, "learning_rate": 0.000631715145436309, "loss": 1.4391, "theoretical_loss": 3.6060570141441755, "tokens_seen": 1236598784 }, { "epoch": 0.37, "learning_rate": 0.0006316950852557673, "loss": 1.4819, "theoretical_loss": 3.6060396723091106, "tokens_seen": 1236664320 }, { "epoch": 0.37, "learning_rate": 0.0006316750250752257, "loss": 1.5844, "theoretical_loss": 3.6060223316503475, "tokens_seen": 1236729856 }, { "epoch": 0.37, "learning_rate": 0.0006316549648946841, "loss": 1.5955, "theoretical_loss": 3.606004992167742, "tokens_seen": 1236795392 }, { "epoch": 0.37, "learning_rate": 0.0006316349047141424, "loss": 1.4726, "theoretical_loss": 3.6059876538611535, "tokens_seen": 1236860928 }, { "epoch": 0.37, "learning_rate": 0.0006316148445336009, "loss": 1.458, "theoretical_loss": 3.6059703167304393, "tokens_seen": 1236926464 }, { "epoch": 0.37, "learning_rate": 0.0006315947843530591, "loss": 1.4162, "theoretical_loss": 3.605952980775458, "tokens_seen": 1236992000 }, { "epoch": 0.37, "learning_rate": 0.0006315747241725176, "loss": 1.5392, "theoretical_loss": 3.605935645996067, "tokens_seen": 1237057536 }, { "epoch": 0.37, "learning_rate": 0.0006315546639919759, "loss": 1.3804, "theoretical_loss": 3.6059183123921246, "tokens_seen": 1237123072 }, { "epoch": 0.37, "learning_rate": 0.0006315346038114343, "loss": 1.4855, "theoretical_loss": 3.6059009799634882, "tokens_seen": 1237188608 }, { "epoch": 0.37, "learning_rate": 0.0006315145436308927, "loss": 1.3834, "theoretical_loss": 3.6058836487100168, "tokens_seen": 1237254144 }, { "epoch": 0.37, "learning_rate": 0.0006314944834503511, "loss": 1.4558, "theoretical_loss": 3.605866318631568, "tokens_seen": 1237319680 }, { "epoch": 0.37, "learning_rate": 0.0006314744232698094, "loss": 1.5114, "theoretical_loss": 3.605848989728, "tokens_seen": 1237385216 }, { "epoch": 0.37, "learning_rate": 0.0006314543630892679, "loss": 1.4402, "theoretical_loss": 3.6058316619991704, "tokens_seen": 1237450752 }, { "epoch": 0.38, "learning_rate": 0.0006314343029087262, "loss": 1.4907, "theoretical_loss": 3.605814335444938, "tokens_seen": 1237516288 }, { "epoch": 0.38, "learning_rate": 0.0006314142427281846, "loss": 1.3999, "theoretical_loss": 3.605797010065161, "tokens_seen": 1237581824 }, { "epoch": 0.38, "learning_rate": 0.0006313941825476429, "loss": 1.4321, "theoretical_loss": 3.6057796858596975, "tokens_seen": 1237647360 }, { "epoch": 0.38, "learning_rate": 0.0006313741223671013, "loss": 1.4346, "theoretical_loss": 3.6057623628284055, "tokens_seen": 1237712896 }, { "epoch": 0.38, "learning_rate": 0.0006313540621865597, "loss": 1.5332, "theoretical_loss": 3.6057450409711436, "tokens_seen": 1237778432 }, { "epoch": 0.38, "learning_rate": 0.0006313340020060181, "loss": 1.4745, "theoretical_loss": 3.6057277202877698, "tokens_seen": 1237843968 }, { "epoch": 0.38, "learning_rate": 0.0006313139418254764, "loss": 1.5031, "theoretical_loss": 3.6057104007781424, "tokens_seen": 1237909504 }, { "epoch": 0.38, "learning_rate": 0.0006312938816449348, "loss": 1.4763, "theoretical_loss": 3.6056930824421194, "tokens_seen": 1237975040 }, { "epoch": 0.38, "learning_rate": 0.0006312738214643932, "loss": 1.4494, "theoretical_loss": 3.6056757652795604, "tokens_seen": 1238040576 }, { "epoch": 0.38, "learning_rate": 0.0006312537612838516, "loss": 1.4698, "theoretical_loss": 3.6056584492903223, "tokens_seen": 1238106112 }, { "epoch": 0.38, "learning_rate": 0.0006312337011033099, "loss": 1.5569, "theoretical_loss": 3.6056411344742645, "tokens_seen": 1238171648 }, { "epoch": 0.38, "learning_rate": 0.0006312136409227684, "loss": 1.3596, "theoretical_loss": 3.6056238208312448, "tokens_seen": 1238237184 }, { "epoch": 0.38, "learning_rate": 0.0006311935807422266, "loss": 1.4885, "theoretical_loss": 3.605606508361122, "tokens_seen": 1238302720 }, { "epoch": 0.38, "learning_rate": 0.0006311735205616851, "loss": 1.4622, "theoretical_loss": 3.6055891970637544, "tokens_seen": 1238368256 }, { "epoch": 0.38, "learning_rate": 0.0006311534603811434, "loss": 1.4606, "theoretical_loss": 3.6055718869390008, "tokens_seen": 1238433792 }, { "epoch": 0.38, "learning_rate": 0.0006311334002006018, "loss": 1.6067, "theoretical_loss": 3.6055545779867195, "tokens_seen": 1238499328 }, { "epoch": 0.38, "learning_rate": 0.0006311133400200602, "loss": 1.5083, "theoretical_loss": 3.605537270206769, "tokens_seen": 1238564864 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49321281909942627, "objective/train/docs_used": 453261, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5835257768630981, "objective/train/original_loss": 1.5835256576538086, "objective/train/theoretical_loss": 3.605519963599008, "objective/train/tokens_used": 1259090400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438763529062271, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505610704421997, "objective/train/weighted_lm_loss": 1.663584589958191, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.605519963599008, "tokens_seen": 1238630400 }, { "epoch": 0.38, "learning_rate": 0.0006310932798395186, "loss": 1.5933, "theoretical_loss": 3.605519963599008, "tokens_seen": 1238630400 }, { "epoch": 0.38, "learning_rate": 0.0006310732196589769, "loss": 1.4785, "theoretical_loss": 3.605502658163295, "tokens_seen": 1238695936 }, { "epoch": 0.38, "learning_rate": 0.0006310531594784354, "loss": 1.5471, "theoretical_loss": 3.605485353899488, "tokens_seen": 1238761472 }, { "epoch": 0.38, "learning_rate": 0.0006310330992978936, "loss": 1.4699, "theoretical_loss": 3.6054680508074473, "tokens_seen": 1238827008 }, { "epoch": 0.38, "learning_rate": 0.0006310130391173521, "loss": 1.4608, "theoretical_loss": 3.60545074888703, "tokens_seen": 1238892544 }, { "epoch": 0.38, "learning_rate": 0.0006309929789368104, "loss": 1.3587, "theoretical_loss": 3.6054334481380956, "tokens_seen": 1238958080 }, { "epoch": 0.38, "learning_rate": 0.0006309729187562688, "loss": 1.5618, "theoretical_loss": 3.6054161485605025, "tokens_seen": 1239023616 }, { "epoch": 0.38, "learning_rate": 0.0006309528585757272, "loss": 1.4331, "theoretical_loss": 3.60539885015411, "tokens_seen": 1239089152 }, { "epoch": 0.38, "learning_rate": 0.0006309327983951855, "loss": 1.5303, "theoretical_loss": 3.6053815529187756, "tokens_seen": 1239154688 }, { "epoch": 0.38, "learning_rate": 0.0006309127382146439, "loss": 1.4268, "theoretical_loss": 3.60536425685436, "tokens_seen": 1239220224 }, { "epoch": 0.38, "learning_rate": 0.0006308926780341024, "loss": 1.6579, "theoretical_loss": 3.60534696196072, "tokens_seen": 1239285760 }, { "epoch": 0.38, "learning_rate": 0.0006308726178535606, "loss": 1.3859, "theoretical_loss": 3.605329668237715, "tokens_seen": 1239351296 }, { "epoch": 0.38, "learning_rate": 0.0006308525576730191, "loss": 1.6145, "theoretical_loss": 3.6053123756852052, "tokens_seen": 1239416832 }, { "epoch": 0.38, "learning_rate": 0.0006308324974924775, "loss": 1.5419, "theoretical_loss": 3.605295084303048, "tokens_seen": 1239482368 }, { "epoch": 0.38, "learning_rate": 0.0006308124373119358, "loss": 1.4061, "theoretical_loss": 3.605277794091103, "tokens_seen": 1239547904 }, { "epoch": 0.38, "learning_rate": 0.0006307923771313942, "loss": 1.447, "theoretical_loss": 3.6052605050492286, "tokens_seen": 1239613440 }, { "epoch": 0.38, "learning_rate": 0.0006307723169508525, "loss": 1.4394, "theoretical_loss": 3.605243217177285, "tokens_seen": 1239678976 }, { "epoch": 0.38, "learning_rate": 0.0006307522567703109, "loss": 1.4678, "theoretical_loss": 3.6052259304751297, "tokens_seen": 1239744512 }, { "epoch": 0.38, "learning_rate": 0.0006307321965897694, "loss": 1.4114, "theoretical_loss": 3.605208644942622, "tokens_seen": 1239810048 }, { "epoch": 0.38, "learning_rate": 0.0006307121364092276, "loss": 1.3983, "theoretical_loss": 3.6051913605796218, "tokens_seen": 1239875584 }, { "epoch": 0.38, "learning_rate": 0.0006306920762286861, "loss": 1.5512, "theoretical_loss": 3.6051740773859877, "tokens_seen": 1239941120 }, { "epoch": 0.38, "learning_rate": 0.0006306720160481443, "loss": 1.4946, "theoretical_loss": 3.6051567953615784, "tokens_seen": 1240006656 }, { "epoch": 0.38, "learning_rate": 0.0006306519558676028, "loss": 1.5333, "theoretical_loss": 3.605139514506254, "tokens_seen": 1240072192 }, { "epoch": 0.38, "learning_rate": 0.0006306318956870612, "loss": 1.4741, "theoretical_loss": 3.6051222348198726, "tokens_seen": 1240137728 }, { "epoch": 0.38, "learning_rate": 0.0006306118355065195, "loss": 1.4888, "theoretical_loss": 3.605104956302293, "tokens_seen": 1240203264 }, { "epoch": 0.38, "learning_rate": 0.000630591775325978, "loss": 1.3985, "theoretical_loss": 3.6050876789533763, "tokens_seen": 1240268800 }, { "epoch": 0.38, "learning_rate": 0.0006305717151454363, "loss": 1.5083, "theoretical_loss": 3.60507040277298, "tokens_seen": 1240334336 }, { "epoch": 0.38, "learning_rate": 0.0006305516549648947, "loss": 1.4896, "theoretical_loss": 3.605053127760964, "tokens_seen": 1240399872 }, { "epoch": 0.38, "learning_rate": 0.0006305315947843531, "loss": 1.594, "theoretical_loss": 3.605035853917187, "tokens_seen": 1240465408 }, { "epoch": 0.38, "learning_rate": 0.0006305115346038115, "loss": 1.5371, "theoretical_loss": 3.6050185812415094, "tokens_seen": 1240530944 }, { "epoch": 0.38, "learning_rate": 0.0006304914744232698, "loss": 1.5929, "theoretical_loss": 3.6050013097337894, "tokens_seen": 1240596480 }, { "epoch": 0.38, "learning_rate": 0.0006304714142427283, "loss": 1.4829, "theoretical_loss": 3.604984039393887, "tokens_seen": 1240662016 }, { "epoch": 0.38, "learning_rate": 0.0006304513540621866, "loss": 1.5154, "theoretical_loss": 3.604966770221661, "tokens_seen": 1240727552 }, { "epoch": 0.38, "learning_rate": 0.000630431293881645, "loss": 1.4422, "theoretical_loss": 3.6049495022169715, "tokens_seen": 1240793088 }, { "epoch": 0.38, "learning_rate": 0.0006304112337011033, "loss": 1.3866, "theoretical_loss": 3.604932235379677, "tokens_seen": 1240858624 }, { "epoch": 0.38, "learning_rate": 0.0006303911735205617, "loss": 1.4863, "theoretical_loss": 3.6049149697096374, "tokens_seen": 1240924160 }, { "epoch": 0.38, "learning_rate": 0.0006303711133400201, "loss": 1.3951, "theoretical_loss": 3.604897705206713, "tokens_seen": 1240989696 }, { "epoch": 0.38, "learning_rate": 0.0006303510531594785, "loss": 1.5153, "theoretical_loss": 3.604880441870762, "tokens_seen": 1241055232 }, { "epoch": 0.38, "learning_rate": 0.0006303309929789368, "loss": 1.4702, "theoretical_loss": 3.6048631797016437, "tokens_seen": 1241120768 }, { "epoch": 0.38, "learning_rate": 0.0006303109327983952, "loss": 1.4564, "theoretical_loss": 3.604845918699219, "tokens_seen": 1241186304 }, { "epoch": 0.38, "learning_rate": 0.0006302908726178536, "loss": 1.5176, "theoretical_loss": 3.6048286588633465, "tokens_seen": 1241251840 }, { "epoch": 0.38, "learning_rate": 0.000630270812437312, "loss": 1.5514, "theoretical_loss": 3.604811400193886, "tokens_seen": 1241317376 }, { "epoch": 0.38, "learning_rate": 0.0006302507522567703, "loss": 1.4779, "theoretical_loss": 3.6047941426906975, "tokens_seen": 1241382912 }, { "epoch": 0.38, "learning_rate": 0.0006302306920762288, "loss": 1.517, "theoretical_loss": 3.6047768863536396, "tokens_seen": 1241448448 }, { "epoch": 0.38, "learning_rate": 0.000630210631895687, "loss": 1.612, "theoretical_loss": 3.6047596311825725, "tokens_seen": 1241513984 }, { "epoch": 0.38, "learning_rate": 0.0006301905717151455, "loss": 1.5555, "theoretical_loss": 3.604742377177357, "tokens_seen": 1241579520 }, { "epoch": 0.38, "learning_rate": 0.0006301705115346038, "loss": 1.5098, "theoretical_loss": 3.6047251243378504, "tokens_seen": 1241645056 }, { "epoch": 0.38, "learning_rate": 0.0006301504513540622, "loss": 1.5631, "theoretical_loss": 3.604707872663915, "tokens_seen": 1241710592 }, { "epoch": 0.38, "learning_rate": 0.0006301303911735206, "loss": 1.5056, "theoretical_loss": 3.6046906221554087, "tokens_seen": 1241776128 }, { "epoch": 0.38, "learning_rate": 0.000630110330992979, "loss": 1.5396, "theoretical_loss": 3.604673372812192, "tokens_seen": 1241841664 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49360406398773193, "objective/train/docs_used": 454384, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.440698504447937, "objective/train/original_loss": 1.4406983852386475, "objective/train/theoretical_loss": 3.604656124634124, "objective/train/tokens_used": 1262367200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24405449628829956, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506012439727783, "objective/train/weighted_lm_loss": 1.5135451555252075, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.604656124634124, "tokens_seen": 1241907200 }, { "epoch": 0.38, "learning_rate": 0.0006300902708124373, "loss": 1.4601, "theoretical_loss": 3.604656124634124, "tokens_seen": 1241907200 }, { "epoch": 0.38, "learning_rate": 0.0006300702106318958, "loss": 1.5467, "theoretical_loss": 3.604638877621066, "tokens_seen": 1241972736 }, { "epoch": 0.38, "learning_rate": 0.000630050150451354, "loss": 1.514, "theoretical_loss": 3.6046216317728765, "tokens_seen": 1242038272 }, { "epoch": 0.38, "learning_rate": 0.0006300300902708125, "loss": 1.5008, "theoretical_loss": 3.6046043870894158, "tokens_seen": 1242103808 }, { "epoch": 0.38, "learning_rate": 0.0006300100300902708, "loss": 1.5091, "theoretical_loss": 3.6045871435705434, "tokens_seen": 1242169344 }, { "epoch": 0.38, "learning_rate": 0.0006299899699097292, "loss": 1.4921, "theoretical_loss": 3.6045699012161205, "tokens_seen": 1242234880 }, { "epoch": 0.38, "learning_rate": 0.0006299699097291876, "loss": 1.4446, "theoretical_loss": 3.6045526600260054, "tokens_seen": 1242300416 }, { "epoch": 0.38, "learning_rate": 0.0006299498495486459, "loss": 1.502, "theoretical_loss": 3.6045354200000594, "tokens_seen": 1242365952 }, { "epoch": 0.38, "learning_rate": 0.0006299297893681043, "loss": 1.4059, "theoretical_loss": 3.6045181811381415, "tokens_seen": 1242431488 }, { "epoch": 0.38, "learning_rate": 0.0006299097291875628, "loss": 1.5413, "theoretical_loss": 3.6045009434401125, "tokens_seen": 1242497024 }, { "epoch": 0.38, "learning_rate": 0.000629889669007021, "loss": 1.4132, "theoretical_loss": 3.6044837069058318, "tokens_seen": 1242562560 }, { "epoch": 0.38, "learning_rate": 0.0006298696088264795, "loss": 1.6524, "theoretical_loss": 3.6044664715351593, "tokens_seen": 1242628096 }, { "epoch": 0.38, "learning_rate": 0.0006298495486459379, "loss": 1.5069, "theoretical_loss": 3.604449237327956, "tokens_seen": 1242693632 }, { "epoch": 0.38, "learning_rate": 0.0006298294884653962, "loss": 1.5428, "theoretical_loss": 3.604432004284081, "tokens_seen": 1242759168 }, { "epoch": 0.38, "learning_rate": 0.0006298094282848546, "loss": 1.467, "theoretical_loss": 3.6044147724033957, "tokens_seen": 1242824704 }, { "epoch": 0.38, "learning_rate": 0.0006297893681043129, "loss": 1.5746, "theoretical_loss": 3.604397541685759, "tokens_seen": 1242890240 }, { "epoch": 0.38, "learning_rate": 0.0006297693079237713, "loss": 1.5853, "theoretical_loss": 3.6043803121310316, "tokens_seen": 1242955776 }, { "epoch": 0.38, "learning_rate": 0.0006297492477432298, "loss": 1.4616, "theoretical_loss": 3.6043630837390737, "tokens_seen": 1243021312 }, { "epoch": 0.38, "learning_rate": 0.000629729187562688, "loss": 1.5739, "theoretical_loss": 3.6043458565097453, "tokens_seen": 1243086848 }, { "epoch": 0.38, "learning_rate": 0.0006297091273821465, "loss": 1.5425, "theoretical_loss": 3.6043286304429074, "tokens_seen": 1243152384 }, { "epoch": 0.38, "learning_rate": 0.0006296890672016047, "loss": 1.4742, "theoretical_loss": 3.6043114055384198, "tokens_seen": 1243217920 }, { "epoch": 0.38, "learning_rate": 0.0006296690070210632, "loss": 1.4422, "theoretical_loss": 3.604294181796142, "tokens_seen": 1243283456 }, { "epoch": 0.38, "learning_rate": 0.0006296489468405216, "loss": 1.2968, "theoretical_loss": 3.6042769592159356, "tokens_seen": 1243348992 }, { "epoch": 0.38, "learning_rate": 0.0006296288866599799, "loss": 1.4835, "theoretical_loss": 3.60425973779766, "tokens_seen": 1243414528 }, { "epoch": 0.38, "learning_rate": 0.0006296088264794383, "loss": 1.4431, "theoretical_loss": 3.6042425175411763, "tokens_seen": 1243480064 }, { "epoch": 0.38, "learning_rate": 0.0006295887662988967, "loss": 1.5383, "theoretical_loss": 3.6042252984463445, "tokens_seen": 1243545600 }, { "epoch": 0.38, "learning_rate": 0.000629568706118355, "loss": 1.4984, "theoretical_loss": 3.6042080805130254, "tokens_seen": 1243611136 }, { "epoch": 0.38, "learning_rate": 0.0006295486459378135, "loss": 1.5257, "theoretical_loss": 3.6041908637410787, "tokens_seen": 1243676672 }, { "epoch": 0.38, "learning_rate": 0.0006295285857572718, "loss": 1.5617, "theoretical_loss": 3.6041736481303657, "tokens_seen": 1243742208 }, { "epoch": 0.38, "learning_rate": 0.0006295085255767302, "loss": 1.5728, "theoretical_loss": 3.604156433680746, "tokens_seen": 1243807744 }, { "epoch": 0.38, "learning_rate": 0.0006294884653961886, "loss": 1.4923, "theoretical_loss": 3.6041392203920815, "tokens_seen": 1243873280 }, { "epoch": 0.38, "learning_rate": 0.000629468405215647, "loss": 1.5104, "theoretical_loss": 3.6041220082642313, "tokens_seen": 1243938816 }, { "epoch": 0.38, "learning_rate": 0.0006294483450351053, "loss": 1.5299, "theoretical_loss": 3.6041047972970564, "tokens_seen": 1244004352 }, { "epoch": 0.38, "learning_rate": 0.0006294282848545637, "loss": 1.4862, "theoretical_loss": 3.604087587490418, "tokens_seen": 1244069888 }, { "epoch": 0.38, "learning_rate": 0.000629408224674022, "loss": 1.617, "theoretical_loss": 3.6040703788441757, "tokens_seen": 1244135424 }, { "epoch": 0.38, "learning_rate": 0.0006293881644934805, "loss": 1.3895, "theoretical_loss": 3.604053171358191, "tokens_seen": 1244200960 }, { "epoch": 0.38, "learning_rate": 0.0006293681043129388, "loss": 1.6952, "theoretical_loss": 3.604035965032325, "tokens_seen": 1244266496 }, { "epoch": 0.38, "learning_rate": 0.0006293480441323972, "loss": 1.5762, "theoretical_loss": 3.6040187598664364, "tokens_seen": 1244332032 }, { "epoch": 0.38, "learning_rate": 0.0006293279839518555, "loss": 1.4543, "theoretical_loss": 3.6040015558603877, "tokens_seen": 1244397568 }, { "epoch": 0.38, "learning_rate": 0.000629307923771314, "loss": 1.5639, "theoretical_loss": 3.6039843530140394, "tokens_seen": 1244463104 }, { "epoch": 0.38, "learning_rate": 0.0006292878635907723, "loss": 1.3668, "theoretical_loss": 3.6039671513272515, "tokens_seen": 1244528640 }, { "epoch": 0.38, "learning_rate": 0.0006292678034102307, "loss": 1.5125, "theoretical_loss": 3.6039499507998856, "tokens_seen": 1244594176 }, { "epoch": 0.38, "learning_rate": 0.000629247743229689, "loss": 1.5589, "theoretical_loss": 3.603932751431802, "tokens_seen": 1244659712 }, { "epoch": 0.38, "learning_rate": 0.0006292276830491474, "loss": 1.4556, "theoretical_loss": 3.603915553222862, "tokens_seen": 1244725248 }, { "epoch": 0.38, "learning_rate": 0.0006292076228686058, "loss": 1.4525, "theoretical_loss": 3.603898356172926, "tokens_seen": 1244790784 }, { "epoch": 0.38, "learning_rate": 0.0006291875626880642, "loss": 1.4719, "theoretical_loss": 3.6038811602818543, "tokens_seen": 1244856320 }, { "epoch": 0.38, "learning_rate": 0.0006291675025075225, "loss": 1.5188, "theoretical_loss": 3.6038639655495093, "tokens_seen": 1244921856 }, { "epoch": 0.38, "learning_rate": 0.000629147442326981, "loss": 1.5017, "theoretical_loss": 3.6038467719757508, "tokens_seen": 1244987392 }, { "epoch": 0.38, "learning_rate": 0.0006291273821464394, "loss": 1.4474, "theoretical_loss": 3.6038295795604403, "tokens_seen": 1245052928 }, { "epoch": 0.38, "learning_rate": 0.0006291073219658977, "loss": 1.4079, "theoretical_loss": 3.6038123883034388, "tokens_seen": 1245118464 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.4870053827762604, "objective/train/docs_used": 455531, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4811385869979858, "objective/train/original_loss": 1.481138825416565, "objective/train/theoretical_loss": 3.6037951982046064, "objective/train/tokens_used": 1265644000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23820097744464874, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0499112606048584, "objective/train/weighted_lm_loss": 1.554864525794983, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.6037951982046064, "tokens_seen": 1245184000 }, { "epoch": 0.38, "learning_rate": 0.0006290872617853562, "loss": 1.6124, "theoretical_loss": 3.6037951982046064, "tokens_seen": 1245184000 }, { "epoch": 0.38, "learning_rate": 0.0006290672016048144, "loss": 1.4617, "theoretical_loss": 3.6037780092638054, "tokens_seen": 1245249536 }, { "epoch": 0.38, "learning_rate": 0.0006290471414242729, "loss": 1.6059, "theoretical_loss": 3.603760821480896, "tokens_seen": 1245315072 }, { "epoch": 0.38, "learning_rate": 0.0006290270812437312, "loss": 1.4993, "theoretical_loss": 3.6037436348557397, "tokens_seen": 1245380608 }, { "epoch": 0.38, "learning_rate": 0.0006290070210631896, "loss": 1.4229, "theoretical_loss": 3.6037264493881973, "tokens_seen": 1245446144 }, { "epoch": 0.38, "learning_rate": 0.000628986960882648, "loss": 1.6258, "theoretical_loss": 3.6037092650781304, "tokens_seen": 1245511680 }, { "epoch": 0.38, "learning_rate": 0.0006289669007021063, "loss": 1.4177, "theoretical_loss": 3.6036920819253995, "tokens_seen": 1245577216 }, { "epoch": 0.38, "learning_rate": 0.0006289468405215647, "loss": 1.6491, "theoretical_loss": 3.6036748999298656, "tokens_seen": 1245642752 }, { "epoch": 0.38, "learning_rate": 0.0006289267803410232, "loss": 1.4724, "theoretical_loss": 3.603657719091391, "tokens_seen": 1245708288 }, { "epoch": 0.38, "learning_rate": 0.0006289067201604814, "loss": 1.4671, "theoretical_loss": 3.6036405394098363, "tokens_seen": 1245773824 }, { "epoch": 0.38, "learning_rate": 0.0006288866599799399, "loss": 1.5748, "theoretical_loss": 3.603623360885062, "tokens_seen": 1245839360 }, { "epoch": 0.38, "learning_rate": 0.0006288665997993983, "loss": 1.4276, "theoretical_loss": 3.6036061835169306, "tokens_seen": 1245904896 }, { "epoch": 0.38, "learning_rate": 0.0006288465396188566, "loss": 1.5539, "theoretical_loss": 3.603589007305303, "tokens_seen": 1245970432 }, { "epoch": 0.38, "learning_rate": 0.000628826479438315, "loss": 1.4093, "theoretical_loss": 3.60357183225004, "tokens_seen": 1246035968 }, { "epoch": 0.38, "learning_rate": 0.0006288064192577733, "loss": 1.5166, "theoretical_loss": 3.603554658351004, "tokens_seen": 1246101504 }, { "epoch": 0.38, "learning_rate": 0.0006287863590772317, "loss": 1.6103, "theoretical_loss": 3.6035374856080544, "tokens_seen": 1246167040 }, { "epoch": 0.38, "learning_rate": 0.0006287662988966902, "loss": 1.6155, "theoretical_loss": 3.603520314021055, "tokens_seen": 1246232576 }, { "epoch": 0.38, "learning_rate": 0.0006287462387161484, "loss": 1.5538, "theoretical_loss": 3.6035031435898657, "tokens_seen": 1246298112 }, { "epoch": 0.38, "learning_rate": 0.0006287261785356069, "loss": 1.4363, "theoretical_loss": 3.6034859743143484, "tokens_seen": 1246363648 }, { "epoch": 0.38, "learning_rate": 0.0006287061183550651, "loss": 1.3961, "theoretical_loss": 3.603468806194364, "tokens_seen": 1246429184 }, { "epoch": 0.38, "learning_rate": 0.0006286860581745236, "loss": 1.5196, "theoretical_loss": 3.6034516392297746, "tokens_seen": 1246494720 }, { "epoch": 0.38, "learning_rate": 0.000628665997993982, "loss": 1.544, "theoretical_loss": 3.6034344734204415, "tokens_seen": 1246560256 }, { "epoch": 0.38, "learning_rate": 0.0006286459378134403, "loss": 1.5275, "theoretical_loss": 3.6034173087662267, "tokens_seen": 1246625792 }, { "epoch": 0.38, "learning_rate": 0.0006286258776328987, "loss": 1.6393, "theoretical_loss": 3.603400145266991, "tokens_seen": 1246691328 }, { "epoch": 0.38, "learning_rate": 0.0006286058174523571, "loss": 1.5265, "theoretical_loss": 3.6033829829225965, "tokens_seen": 1246756864 }, { "epoch": 0.38, "learning_rate": 0.0006285857572718154, "loss": 1.5235, "theoretical_loss": 3.603365821732904, "tokens_seen": 1246822400 }, { "epoch": 0.38, "learning_rate": 0.0006285656970912739, "loss": 1.4385, "theoretical_loss": 3.603348661697776, "tokens_seen": 1246887936 }, { "epoch": 0.38, "learning_rate": 0.0006285456369107322, "loss": 1.5423, "theoretical_loss": 3.603331502817074, "tokens_seen": 1246953472 }, { "epoch": 0.38, "learning_rate": 0.0006285255767301906, "loss": 1.6609, "theoretical_loss": 3.6033143450906593, "tokens_seen": 1247019008 }, { "epoch": 0.38, "learning_rate": 0.000628505516549649, "loss": 1.5236, "theoretical_loss": 3.603297188518394, "tokens_seen": 1247084544 }, { "epoch": 0.38, "learning_rate": 0.0006284854563691074, "loss": 1.5369, "theoretical_loss": 3.6032800331001393, "tokens_seen": 1247150080 }, { "epoch": 0.38, "learning_rate": 0.0006284653961885657, "loss": 1.4591, "theoretical_loss": 3.603262878835758, "tokens_seen": 1247215616 }, { "epoch": 0.38, "learning_rate": 0.0006284453360080241, "loss": 1.4744, "theoretical_loss": 3.6032457257251105, "tokens_seen": 1247281152 }, { "epoch": 0.38, "learning_rate": 0.0006284252758274824, "loss": 1.4589, "theoretical_loss": 3.6032285737680594, "tokens_seen": 1247346688 }, { "epoch": 0.38, "learning_rate": 0.0006284052156469409, "loss": 1.389, "theoretical_loss": 3.603211422964466, "tokens_seen": 1247412224 }, { "epoch": 0.38, "learning_rate": 0.0006283851554663992, "loss": 1.5177, "theoretical_loss": 3.603194273314193, "tokens_seen": 1247477760 }, { "epoch": 0.38, "learning_rate": 0.0006283650952858576, "loss": 1.3845, "theoretical_loss": 3.603177124817101, "tokens_seen": 1247543296 }, { "epoch": 0.38, "learning_rate": 0.0006283450351053159, "loss": 1.5301, "theoretical_loss": 3.6031599774730534, "tokens_seen": 1247608832 }, { "epoch": 0.38, "learning_rate": 0.0006283249749247744, "loss": 1.4894, "theoretical_loss": 3.6031428312819114, "tokens_seen": 1247674368 }, { "epoch": 0.38, "learning_rate": 0.0006283049147442327, "loss": 1.4049, "theoretical_loss": 3.603125686243536, "tokens_seen": 1247739904 }, { "epoch": 0.38, "learning_rate": 0.0006282848545636911, "loss": 1.5361, "theoretical_loss": 3.603108542357791, "tokens_seen": 1247805440 }, { "epoch": 0.38, "learning_rate": 0.0006282647943831494, "loss": 1.4376, "theoretical_loss": 3.603091399624537, "tokens_seen": 1247870976 }, { "epoch": 0.38, "learning_rate": 0.0006282447342026078, "loss": 1.6681, "theoretical_loss": 3.603074258043636, "tokens_seen": 1247936512 }, { "epoch": 0.38, "learning_rate": 0.0006282246740220662, "loss": 1.4459, "theoretical_loss": 3.6030571176149513, "tokens_seen": 1248002048 }, { "epoch": 0.38, "learning_rate": 0.0006282046138415246, "loss": 1.5477, "theoretical_loss": 3.603039978338343, "tokens_seen": 1248067584 }, { "epoch": 0.38, "learning_rate": 0.0006281845536609829, "loss": 1.4392, "theoretical_loss": 3.603022840213675, "tokens_seen": 1248133120 }, { "epoch": 0.38, "learning_rate": 0.0006281644934804414, "loss": 1.3718, "theoretical_loss": 3.6030057032408083, "tokens_seen": 1248198656 }, { "epoch": 0.38, "learning_rate": 0.0006281444332998997, "loss": 1.5599, "theoretical_loss": 3.6029885674196054, "tokens_seen": 1248264192 }, { "epoch": 0.38, "learning_rate": 0.0006281243731193581, "loss": 1.494, "theoretical_loss": 3.6029714327499285, "tokens_seen": 1248329728 }, { "epoch": 0.38, "learning_rate": 0.0006281043129388165, "loss": 1.5881, "theoretical_loss": 3.60295429923164, "tokens_seen": 1248395264 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49346864223480225, "objective/train/docs_used": 456712, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3770898580551147, "objective/train/original_loss": 1.3770899772644043, "objective/train/theoretical_loss": 3.602937166864601, "objective/train/tokens_used": 1268920800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438165247440338, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050586223602295, "objective/train/weighted_lm_loss": 1.4467809200286865, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.602937166864601, "tokens_seen": 1248460800 }, { "epoch": 0.38, "learning_rate": 0.0006280842527582748, "loss": 1.4668, "theoretical_loss": 3.602937166864601, "tokens_seen": 1248460800 }, { "epoch": 0.38, "learning_rate": 0.0006280641925777332, "loss": 1.5587, "theoretical_loss": 3.6029200356486752, "tokens_seen": 1248526336 }, { "epoch": 0.38, "learning_rate": 0.0006280441323971916, "loss": 1.5804, "theoretical_loss": 3.602902905583724, "tokens_seen": 1248591872 }, { "epoch": 0.38, "learning_rate": 0.0006280240722166499, "loss": 1.4664, "theoretical_loss": 3.60288577666961, "tokens_seen": 1248657408 }, { "epoch": 0.38, "learning_rate": 0.0006280040120361084, "loss": 1.5357, "theoretical_loss": 3.6028686489061945, "tokens_seen": 1248722944 }, { "epoch": 0.38, "learning_rate": 0.0006279839518555666, "loss": 1.4111, "theoretical_loss": 3.6028515222933413, "tokens_seen": 1248788480 }, { "epoch": 0.38, "learning_rate": 0.0006279638916750251, "loss": 1.4836, "theoretical_loss": 3.602834396830912, "tokens_seen": 1248854016 }, { "epoch": 0.38, "learning_rate": 0.0006279438314944835, "loss": 1.5339, "theoretical_loss": 3.6028172725187693, "tokens_seen": 1248919552 }, { "epoch": 0.38, "learning_rate": 0.0006279237713139418, "loss": 1.4483, "theoretical_loss": 3.6028001493567747, "tokens_seen": 1248985088 }, { "epoch": 0.38, "learning_rate": 0.0006279037111334002, "loss": 1.5788, "theoretical_loss": 3.602783027344791, "tokens_seen": 1249050624 }, { "epoch": 0.38, "learning_rate": 0.0006278836509528587, "loss": 1.3948, "theoretical_loss": 3.6027659064826816, "tokens_seen": 1249116160 }, { "epoch": 0.38, "learning_rate": 0.0006278635907723169, "loss": 1.5557, "theoretical_loss": 3.6027487867703076, "tokens_seen": 1249181696 }, { "epoch": 0.38, "learning_rate": 0.0006278435305917754, "loss": 1.6063, "theoretical_loss": 3.6027316682075323, "tokens_seen": 1249247232 }, { "epoch": 0.38, "learning_rate": 0.0006278234704112336, "loss": 1.5193, "theoretical_loss": 3.6027145507942175, "tokens_seen": 1249312768 }, { "epoch": 0.38, "learning_rate": 0.0006278034102306921, "loss": 1.4314, "theoretical_loss": 3.602697434530227, "tokens_seen": 1249378304 }, { "epoch": 0.38, "learning_rate": 0.0006277833500501505, "loss": 1.566, "theoretical_loss": 3.6026803194154216, "tokens_seen": 1249443840 }, { "epoch": 0.38, "learning_rate": 0.0006277632898696088, "loss": 1.5281, "theoretical_loss": 3.6026632054496655, "tokens_seen": 1249509376 }, { "epoch": 0.38, "learning_rate": 0.0006277432296890672, "loss": 1.4892, "theoretical_loss": 3.6026460926328205, "tokens_seen": 1249574912 }, { "epoch": 0.38, "learning_rate": 0.0006277231695085255, "loss": 1.5391, "theoretical_loss": 3.6026289809647487, "tokens_seen": 1249640448 }, { "epoch": 0.38, "learning_rate": 0.0006277031093279839, "loss": 1.5931, "theoretical_loss": 3.602611870445314, "tokens_seen": 1249705984 }, { "epoch": 0.38, "learning_rate": 0.0006276830491474424, "loss": 1.4958, "theoretical_loss": 3.6025947610743785, "tokens_seen": 1249771520 }, { "epoch": 0.38, "learning_rate": 0.0006276629889669006, "loss": 1.509, "theoretical_loss": 3.6025776528518048, "tokens_seen": 1249837056 }, { "epoch": 0.38, "learning_rate": 0.0006276429287863591, "loss": 1.4848, "theoretical_loss": 3.6025605457774548, "tokens_seen": 1249902592 }, { "epoch": 0.38, "learning_rate": 0.0006276228686058175, "loss": 1.5011, "theoretical_loss": 3.6025434398511926, "tokens_seen": 1249968128 }, { "epoch": 0.38, "learning_rate": 0.0006276028084252758, "loss": 1.5259, "theoretical_loss": 3.6025263350728807, "tokens_seen": 1250033664 }, { "epoch": 0.38, "learning_rate": 0.0006275827482447343, "loss": 1.5116, "theoretical_loss": 3.6025092314423817, "tokens_seen": 1250099200 }, { "epoch": 0.38, "learning_rate": 0.0006275626880641926, "loss": 1.3877, "theoretical_loss": 3.602492128959558, "tokens_seen": 1250164736 }, { "epoch": 0.38, "learning_rate": 0.000627542627883651, "loss": 1.5652, "theoretical_loss": 3.6024750276242727, "tokens_seen": 1250230272 }, { "epoch": 0.38, "learning_rate": 0.0006275225677031094, "loss": 1.5697, "theoretical_loss": 3.602457927436389, "tokens_seen": 1250295808 }, { "epoch": 0.38, "learning_rate": 0.0006275025075225678, "loss": 1.4534, "theoretical_loss": 3.6024408283957694, "tokens_seen": 1250361344 }, { "epoch": 0.38, "learning_rate": 0.0006274824473420261, "loss": 1.3931, "theoretical_loss": 3.6024237305022764, "tokens_seen": 1250426880 }, { "epoch": 0.38, "learning_rate": 0.0006274623871614845, "loss": 1.4818, "theoretical_loss": 3.6024066337557743, "tokens_seen": 1250492416 }, { "epoch": 0.38, "learning_rate": 0.0006274423269809428, "loss": 1.4936, "theoretical_loss": 3.602389538156124, "tokens_seen": 1250557952 }, { "epoch": 0.38, "learning_rate": 0.0006274222668004013, "loss": 1.5158, "theoretical_loss": 3.6023724437031905, "tokens_seen": 1250623488 }, { "epoch": 0.38, "learning_rate": 0.0006274022066198596, "loss": 1.576, "theoretical_loss": 3.602355350396836, "tokens_seen": 1250689024 }, { "epoch": 0.38, "learning_rate": 0.000627382146439318, "loss": 1.4273, "theoretical_loss": 3.602338258236923, "tokens_seen": 1250754560 }, { "epoch": 0.38, "learning_rate": 0.0006273620862587763, "loss": 1.4833, "theoretical_loss": 3.6023211672233155, "tokens_seen": 1250820096 }, { "epoch": 0.38, "learning_rate": 0.0006273420260782348, "loss": 1.4844, "theoretical_loss": 3.6023040773558757, "tokens_seen": 1250885632 }, { "epoch": 0.38, "learning_rate": 0.0006273219658976931, "loss": 1.4992, "theoretical_loss": 3.602286988634467, "tokens_seen": 1250951168 }, { "epoch": 0.38, "learning_rate": 0.0006273019057171515, "loss": 1.5982, "theoretical_loss": 3.602269901058953, "tokens_seen": 1251016704 }, { "epoch": 0.38, "learning_rate": 0.0006272818455366098, "loss": 1.38, "theoretical_loss": 3.602252814629196, "tokens_seen": 1251082240 }, { "epoch": 0.38, "learning_rate": 0.0006272617853560682, "loss": 1.4312, "theoretical_loss": 3.60223572934506, "tokens_seen": 1251147776 }, { "epoch": 0.38, "learning_rate": 0.0006272417251755266, "loss": 1.5147, "theoretical_loss": 3.6022186452064076, "tokens_seen": 1251213312 }, { "epoch": 0.38, "learning_rate": 0.000627221664994985, "loss": 1.5636, "theoretical_loss": 3.602201562213102, "tokens_seen": 1251278848 }, { "epoch": 0.38, "learning_rate": 0.0006272016048144433, "loss": 1.437, "theoretical_loss": 3.6021844803650067, "tokens_seen": 1251344384 }, { "epoch": 0.38, "learning_rate": 0.0006271815446339018, "loss": 1.397, "theoretical_loss": 3.602167399661985, "tokens_seen": 1251409920 }, { "epoch": 0.38, "learning_rate": 0.0006271614844533601, "loss": 1.4996, "theoretical_loss": 3.6021503201039, "tokens_seen": 1251475456 }, { "epoch": 0.38, "learning_rate": 0.0006271414242728185, "loss": 1.3987, "theoretical_loss": 3.6021332416906153, "tokens_seen": 1251540992 }, { "epoch": 0.38, "learning_rate": 0.0006271213640922769, "loss": 1.4975, "theoretical_loss": 3.6021161644219934, "tokens_seen": 1251606528 }, { "epoch": 0.38, "learning_rate": 0.0006271013039117352, "loss": 1.4132, "theoretical_loss": 3.6020990882978983, "tokens_seen": 1251672064 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.4943554103374481, "objective/train/docs_used": 458046, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4159032106399536, "objective/train/original_loss": 1.4159033298492432, "objective/train/theoretical_loss": 3.6020820133181934, "objective/train/tokens_used": 1272197600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2446722388267517, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506794452667236, "objective/train/weighted_lm_loss": 1.487627625465393, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.6020820133181934, "tokens_seen": 1251737600 }, { "epoch": 0.38, "learning_rate": 0.0006270812437311936, "loss": 1.5075, "theoretical_loss": 3.6020820133181934, "tokens_seen": 1251737600 }, { "epoch": 0.38, "learning_rate": 0.000627061183550652, "loss": 1.5078, "theoretical_loss": 3.602064939482742, "tokens_seen": 1251803136 }, { "epoch": 0.38, "learning_rate": 0.0006270411233701103, "loss": 1.5767, "theoretical_loss": 3.6020478667914078, "tokens_seen": 1251868672 }, { "epoch": 0.38, "learning_rate": 0.0006270210631895688, "loss": 1.4495, "theoretical_loss": 3.602030795244054, "tokens_seen": 1251934208 }, { "epoch": 0.38, "learning_rate": 0.000627001003009027, "loss": 1.5677, "theoretical_loss": 3.6020137248405435, "tokens_seen": 1251999744 }, { "epoch": 0.38, "learning_rate": 0.0006269809428284855, "loss": 1.4171, "theoretical_loss": 3.6019966555807406, "tokens_seen": 1252065280 }, { "epoch": 0.38, "learning_rate": 0.0006269608826479439, "loss": 1.4895, "theoretical_loss": 3.601979587464508, "tokens_seen": 1252130816 }, { "epoch": 0.38, "learning_rate": 0.0006269408224674022, "loss": 1.5497, "theoretical_loss": 3.6019625204917105, "tokens_seen": 1252196352 }, { "epoch": 0.38, "learning_rate": 0.0006269207622868606, "loss": 1.568, "theoretical_loss": 3.6019454546622107, "tokens_seen": 1252261888 }, { "epoch": 0.38, "learning_rate": 0.000626900702106319, "loss": 1.3889, "theoretical_loss": 3.601928389975873, "tokens_seen": 1252327424 }, { "epoch": 0.38, "learning_rate": 0.0006268806419257773, "loss": 1.4986, "theoretical_loss": 3.6019113264325595, "tokens_seen": 1252392960 }, { "epoch": 0.38, "learning_rate": 0.0006268605817452358, "loss": 1.4568, "theoretical_loss": 3.601894264032135, "tokens_seen": 1252458496 }, { "epoch": 0.38, "learning_rate": 0.000626840521564694, "loss": 1.5098, "theoretical_loss": 3.601877202774463, "tokens_seen": 1252524032 }, { "epoch": 0.38, "learning_rate": 0.0006268204613841525, "loss": 1.4634, "theoretical_loss": 3.6018601426594072, "tokens_seen": 1252589568 }, { "epoch": 0.38, "learning_rate": 0.0006268004012036109, "loss": 1.5565, "theoretical_loss": 3.601843083686831, "tokens_seen": 1252655104 }, { "epoch": 0.38, "learning_rate": 0.0006267803410230692, "loss": 1.4147, "theoretical_loss": 3.6018260258565986, "tokens_seen": 1252720640 }, { "epoch": 0.38, "learning_rate": 0.0006267602808425276, "loss": 1.5432, "theoretical_loss": 3.601808969168573, "tokens_seen": 1252786176 }, { "epoch": 0.38, "learning_rate": 0.000626740220661986, "loss": 1.4009, "theoretical_loss": 3.6017919136226184, "tokens_seen": 1252851712 }, { "epoch": 0.38, "learning_rate": 0.0006267201604814443, "loss": 1.5429, "theoretical_loss": 3.601774859218599, "tokens_seen": 1252917248 }, { "epoch": 0.38, "learning_rate": 0.0006267001003009028, "loss": 1.5376, "theoretical_loss": 3.601757805956378, "tokens_seen": 1252982784 }, { "epoch": 0.38, "learning_rate": 0.000626680040120361, "loss": 1.4511, "theoretical_loss": 3.60174075383582, "tokens_seen": 1253048320 }, { "epoch": 0.38, "learning_rate": 0.0006266599799398195, "loss": 1.5443, "theoretical_loss": 3.6017237028567877, "tokens_seen": 1253113856 }, { "epoch": 0.38, "learning_rate": 0.0006266399197592778, "loss": 1.5842, "theoretical_loss": 3.6017066530191455, "tokens_seen": 1253179392 }, { "epoch": 0.38, "learning_rate": 0.0006266198595787362, "loss": 1.6054, "theoretical_loss": 3.601689604322758, "tokens_seen": 1253244928 }, { "epoch": 0.38, "learning_rate": 0.0006265997993981946, "loss": 1.463, "theoretical_loss": 3.6016725567674883, "tokens_seen": 1253310464 }, { "epoch": 0.38, "learning_rate": 0.000626579739217653, "loss": 1.4374, "theoretical_loss": 3.6016555103532006, "tokens_seen": 1253376000 }, { "epoch": 0.38, "learning_rate": 0.0006265596790371113, "loss": 1.5401, "theoretical_loss": 3.601638465079759, "tokens_seen": 1253441536 }, { "epoch": 0.38, "learning_rate": 0.0006265396188565698, "loss": 1.4951, "theoretical_loss": 3.6016214209470276, "tokens_seen": 1253507072 }, { "epoch": 0.38, "learning_rate": 0.000626519558676028, "loss": 1.4986, "theoretical_loss": 3.60160437795487, "tokens_seen": 1253572608 }, { "epoch": 0.38, "learning_rate": 0.0006264994984954865, "loss": 1.506, "theoretical_loss": 3.601587336103151, "tokens_seen": 1253638144 }, { "epoch": 0.38, "learning_rate": 0.0006264794383149448, "loss": 1.5167, "theoretical_loss": 3.6015702953917335, "tokens_seen": 1253703680 }, { "epoch": 0.38, "learning_rate": 0.0006264593781344032, "loss": 1.472, "theoretical_loss": 3.601553255820483, "tokens_seen": 1253769216 }, { "epoch": 0.38, "learning_rate": 0.0006264393179538616, "loss": 1.5053, "theoretical_loss": 3.6015362173892624, "tokens_seen": 1253834752 }, { "epoch": 0.38, "learning_rate": 0.00062641925777332, "loss": 1.5038, "theoretical_loss": 3.6015191800979363, "tokens_seen": 1253900288 }, { "epoch": 0.38, "learning_rate": 0.0006263991975927783, "loss": 1.5252, "theoretical_loss": 3.601502143946369, "tokens_seen": 1253965824 }, { "epoch": 0.38, "learning_rate": 0.0006263791374122367, "loss": 1.5798, "theoretical_loss": 3.6014851089344244, "tokens_seen": 1254031360 }, { "epoch": 0.38, "learning_rate": 0.000626359077231695, "loss": 1.4862, "theoretical_loss": 3.6014680750619674, "tokens_seen": 1254096896 }, { "epoch": 0.38, "learning_rate": 0.0006263390170511535, "loss": 1.5001, "theoretical_loss": 3.6014510423288613, "tokens_seen": 1254162432 }, { "epoch": 0.38, "learning_rate": 0.0006263189568706118, "loss": 1.4472, "theoretical_loss": 3.6014340107349714, "tokens_seen": 1254227968 }, { "epoch": 0.38, "learning_rate": 0.0006262988966900702, "loss": 1.4658, "theoretical_loss": 3.6014169802801606, "tokens_seen": 1254293504 }, { "epoch": 0.38, "learning_rate": 0.0006262788365095285, "loss": 1.5561, "theoretical_loss": 3.6013999509642947, "tokens_seen": 1254359040 }, { "epoch": 0.38, "learning_rate": 0.000626258776328987, "loss": 1.5036, "theoretical_loss": 3.601382922787237, "tokens_seen": 1254424576 }, { "epoch": 0.38, "learning_rate": 0.0006262387161484453, "loss": 1.4723, "theoretical_loss": 3.6013658957488524, "tokens_seen": 1254490112 }, { "epoch": 0.38, "learning_rate": 0.0006262186559679037, "loss": 1.4964, "theoretical_loss": 3.601348869849005, "tokens_seen": 1254555648 }, { "epoch": 0.38, "learning_rate": 0.0006261985957873621, "loss": 1.4732, "theoretical_loss": 3.601331845087559, "tokens_seen": 1254621184 }, { "epoch": 0.38, "learning_rate": 0.0006261785356068205, "loss": 1.5542, "theoretical_loss": 3.6013148214643795, "tokens_seen": 1254686720 }, { "epoch": 0.38, "learning_rate": 0.0006261584754262788, "loss": 1.403, "theoretical_loss": 3.6012977989793304, "tokens_seen": 1254752256 }, { "epoch": 0.38, "learning_rate": 0.0006261384152457373, "loss": 1.5857, "theoretical_loss": 3.601280777632277, "tokens_seen": 1254817792 }, { "epoch": 0.38, "learning_rate": 0.0006261183550651956, "loss": 1.4521, "theoretical_loss": 3.601263757423082, "tokens_seen": 1254883328 }, { "epoch": 0.38, "learning_rate": 0.000626098294884654, "loss": 1.4456, "theoretical_loss": 3.6012467383516116, "tokens_seen": 1254948864 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49449729919433594, "objective/train/docs_used": 459153, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4806921482086182, "objective/train/original_loss": 1.4806920289993286, "objective/train/theoretical_loss": 3.601229720417729, "objective/train/tokens_used": 1275474400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2448570877313614, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506945848464966, "objective/train/weighted_lm_loss": 1.5554972887039185, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.601229720417729, "tokens_seen": 1255014400 }, { "epoch": 0.38, "learning_rate": 0.0006260782347041124, "loss": 1.5629, "theoretical_loss": 3.601229720417729, "tokens_seen": 1255014400 }, { "epoch": 0.38, "learning_rate": 0.0006260581745235707, "loss": 1.4356, "theoretical_loss": 3.6012127036213, "tokens_seen": 1255079936 }, { "epoch": 0.38, "learning_rate": 0.0006260381143430292, "loss": 1.5326, "theoretical_loss": 3.601195687962189, "tokens_seen": 1255145472 }, { "epoch": 0.38, "learning_rate": 0.0006260180541624874, "loss": 1.4382, "theoretical_loss": 3.60117867344026, "tokens_seen": 1255211008 }, { "epoch": 0.38, "learning_rate": 0.0006259979939819459, "loss": 1.4912, "theoretical_loss": 3.6011616600553786, "tokens_seen": 1255276544 }, { "epoch": 0.38, "learning_rate": 0.0006259779338014043, "loss": 1.4646, "theoretical_loss": 3.6011446478074083, "tokens_seen": 1255342080 }, { "epoch": 0.38, "learning_rate": 0.0006259578736208626, "loss": 1.4967, "theoretical_loss": 3.601127636696214, "tokens_seen": 1255407616 }, { "epoch": 0.38, "learning_rate": 0.000625937813440321, "loss": 1.5021, "theoretical_loss": 3.6011106267216615, "tokens_seen": 1255473152 }, { "epoch": 0.38, "learning_rate": 0.0006259177532597795, "loss": 1.5093, "theoretical_loss": 3.601093617883614, "tokens_seen": 1255538688 }, { "epoch": 0.38, "learning_rate": 0.0006258976930792377, "loss": 1.4872, "theoretical_loss": 3.601076610181937, "tokens_seen": 1255604224 }, { "epoch": 0.38, "learning_rate": 0.0006258776328986962, "loss": 1.4765, "theoretical_loss": 3.6010596036164957, "tokens_seen": 1255669760 }, { "epoch": 0.38, "learning_rate": 0.0006258575727181544, "loss": 1.4967, "theoretical_loss": 3.6010425981871546, "tokens_seen": 1255735296 }, { "epoch": 0.38, "learning_rate": 0.0006258375125376129, "loss": 1.4394, "theoretical_loss": 3.6010255938937776, "tokens_seen": 1255800832 }, { "epoch": 0.38, "learning_rate": 0.0006258174523570713, "loss": 1.544, "theoretical_loss": 3.601008590736231, "tokens_seen": 1255866368 }, { "epoch": 0.38, "learning_rate": 0.0006257973921765296, "loss": 1.4545, "theoretical_loss": 3.600991588714378, "tokens_seen": 1255931904 }, { "epoch": 0.38, "learning_rate": 0.000625777331995988, "loss": 1.4194, "theoretical_loss": 3.600974587828085, "tokens_seen": 1255997440 }, { "epoch": 0.38, "learning_rate": 0.0006257572718154464, "loss": 1.4873, "theoretical_loss": 3.6009575880772164, "tokens_seen": 1256062976 }, { "epoch": 0.38, "learning_rate": 0.0006257372116349047, "loss": 1.4207, "theoretical_loss": 3.6009405894616373, "tokens_seen": 1256128512 }, { "epoch": 0.38, "learning_rate": 0.0006257171514543632, "loss": 1.4893, "theoretical_loss": 3.6009235919812124, "tokens_seen": 1256194048 }, { "epoch": 0.38, "learning_rate": 0.0006256970912738214, "loss": 1.4878, "theoretical_loss": 3.6009065956358066, "tokens_seen": 1256259584 }, { "epoch": 0.38, "learning_rate": 0.0006256770310932799, "loss": 1.4318, "theoretical_loss": 3.6008896004252846, "tokens_seen": 1256325120 }, { "epoch": 0.38, "learning_rate": 0.0006256569709127382, "loss": 1.4691, "theoretical_loss": 3.6008726063495127, "tokens_seen": 1256390656 }, { "epoch": 0.38, "learning_rate": 0.0006256369107321966, "loss": 1.4882, "theoretical_loss": 3.6008556134083545, "tokens_seen": 1256456192 }, { "epoch": 0.38, "learning_rate": 0.000625616850551655, "loss": 1.4813, "theoretical_loss": 3.6008386216016754, "tokens_seen": 1256521728 }, { "epoch": 0.38, "learning_rate": 0.0006255967903711134, "loss": 1.6147, "theoretical_loss": 3.6008216309293415, "tokens_seen": 1256587264 }, { "epoch": 0.38, "learning_rate": 0.0006255767301905717, "loss": 1.5022, "theoretical_loss": 3.6008046413912167, "tokens_seen": 1256652800 }, { "epoch": 0.38, "learning_rate": 0.0006255566700100302, "loss": 1.4189, "theoretical_loss": 3.600787652987167, "tokens_seen": 1256718336 }, { "epoch": 0.38, "learning_rate": 0.0006255366098294884, "loss": 1.4726, "theoretical_loss": 3.600770665717057, "tokens_seen": 1256783872 }, { "epoch": 0.38, "learning_rate": 0.0006255165496489469, "loss": 1.4664, "theoretical_loss": 3.600753679580752, "tokens_seen": 1256849408 }, { "epoch": 0.38, "learning_rate": 0.0006254964894684052, "loss": 1.5266, "theoretical_loss": 3.600736694578117, "tokens_seen": 1256914944 }, { "epoch": 0.38, "learning_rate": 0.0006254764292878636, "loss": 1.4042, "theoretical_loss": 3.6007197107090185, "tokens_seen": 1256980480 }, { "epoch": 0.38, "learning_rate": 0.000625456369107322, "loss": 1.4893, "theoretical_loss": 3.60070272797332, "tokens_seen": 1257046016 }, { "epoch": 0.38, "learning_rate": 0.0006254363089267804, "loss": 1.5358, "theoretical_loss": 3.600685746370888, "tokens_seen": 1257111552 }, { "epoch": 0.38, "learning_rate": 0.0006254162487462387, "loss": 1.5758, "theoretical_loss": 3.6006687659015872, "tokens_seen": 1257177088 }, { "epoch": 0.38, "learning_rate": 0.0006253961885656971, "loss": 1.451, "theoretical_loss": 3.600651786565283, "tokens_seen": 1257242624 }, { "epoch": 0.38, "learning_rate": 0.0006253761283851554, "loss": 1.488, "theoretical_loss": 3.600634808361841, "tokens_seen": 1257308160 }, { "epoch": 0.38, "learning_rate": 0.0006253560682046139, "loss": 1.4425, "theoretical_loss": 3.6006178312911263, "tokens_seen": 1257373696 }, { "epoch": 0.38, "learning_rate": 0.0006253360080240722, "loss": 1.5382, "theoretical_loss": 3.6006008553530044, "tokens_seen": 1257439232 }, { "epoch": 0.38, "learning_rate": 0.0006253159478435306, "loss": 1.4387, "theoretical_loss": 3.6005838805473402, "tokens_seen": 1257504768 }, { "epoch": 0.38, "learning_rate": 0.0006252958876629889, "loss": 1.5394, "theoretical_loss": 3.6005669068740005, "tokens_seen": 1257570304 }, { "epoch": 0.38, "learning_rate": 0.0006252758274824474, "loss": 1.4722, "theoretical_loss": 3.6005499343328498, "tokens_seen": 1257635840 }, { "epoch": 0.38, "learning_rate": 0.0006252557673019057, "loss": 1.3972, "theoretical_loss": 3.6005329629237535, "tokens_seen": 1257701376 }, { "epoch": 0.38, "learning_rate": 0.0006252357071213641, "loss": 1.4945, "theoretical_loss": 3.600515992646577, "tokens_seen": 1257766912 }, { "epoch": 0.38, "learning_rate": 0.0006252156469408225, "loss": 1.4343, "theoretical_loss": 3.600499023501187, "tokens_seen": 1257832448 }, { "epoch": 0.38, "learning_rate": 0.0006251955867602809, "loss": 1.4564, "theoretical_loss": 3.600482055487448, "tokens_seen": 1257897984 }, { "epoch": 0.38, "learning_rate": 0.0006251755265797392, "loss": 1.5397, "theoretical_loss": 3.600465088605225, "tokens_seen": 1257963520 }, { "epoch": 0.38, "learning_rate": 0.0006251554663991977, "loss": 1.4813, "theoretical_loss": 3.6004481228543854, "tokens_seen": 1258029056 }, { "epoch": 0.38, "learning_rate": 0.0006251354062186559, "loss": 1.3923, "theoretical_loss": 3.600431158234793, "tokens_seen": 1258094592 }, { "epoch": 0.38, "learning_rate": 0.0006251153460381144, "loss": 1.4404, "theoretical_loss": 3.600414194746315, "tokens_seen": 1258160128 }, { "epoch": 0.38, "learning_rate": 0.0006250952858575727, "loss": 1.4567, "theoretical_loss": 3.600397232388816, "tokens_seen": 1258225664 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.4913419187068939, "objective/train/docs_used": 460354, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.5437325239181519, "objective/train/original_loss": 1.5437326431274414, "objective/train/theoretical_loss": 3.600380271162162, "objective/train/tokens_used": 1278751200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24238081276416779, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0503662824630737, "objective/train/weighted_lm_loss": 1.6213421821594238, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.600380271162162, "tokens_seen": 1258291200 }, { "epoch": 0.38, "learning_rate": 0.0006250752256770311, "loss": 1.5316, "theoretical_loss": 3.600380271162162, "tokens_seen": 1258291200 }, { "epoch": 0.38, "learning_rate": 0.0006250551654964895, "loss": 1.4208, "theoretical_loss": 3.6003633110662188, "tokens_seen": 1258356736 }, { "epoch": 0.38, "learning_rate": 0.0006250351053159478, "loss": 1.3874, "theoretical_loss": 3.600346352100852, "tokens_seen": 1258422272 }, { "epoch": 0.38, "learning_rate": 0.0006250150451354062, "loss": 1.4404, "theoretical_loss": 3.600329394265928, "tokens_seen": 1258487808 }, { "epoch": 0.38, "learning_rate": 0.0006249949849548647, "loss": 1.4259, "theoretical_loss": 3.6003124375613114, "tokens_seen": 1258553344 }, { "epoch": 0.38, "learning_rate": 0.0006249749247743229, "loss": 1.5382, "theoretical_loss": 3.6002954819868687, "tokens_seen": 1258618880 }, { "epoch": 0.38, "learning_rate": 0.0006249548645937814, "loss": 1.535, "theoretical_loss": 3.600278527542466, "tokens_seen": 1258684416 }, { "epoch": 0.38, "learning_rate": 0.0006249348044132396, "loss": 1.5445, "theoretical_loss": 3.6002615742279684, "tokens_seen": 1258749952 }, { "epoch": 0.38, "learning_rate": 0.0006249147442326981, "loss": 1.524, "theoretical_loss": 3.6002446220432427, "tokens_seen": 1258815488 }, { "epoch": 0.38, "learning_rate": 0.0006248946840521565, "loss": 1.5243, "theoretical_loss": 3.600227670988154, "tokens_seen": 1258881024 }, { "epoch": 0.38, "learning_rate": 0.0006248746238716148, "loss": 1.3861, "theoretical_loss": 3.6002107210625685, "tokens_seen": 1258946560 }, { "epoch": 0.38, "learning_rate": 0.0006248545636910732, "loss": 1.5428, "theoretical_loss": 3.600193772266352, "tokens_seen": 1259012096 }, { "epoch": 0.38, "learning_rate": 0.0006248345035105317, "loss": 1.6294, "theoretical_loss": 3.6001768245993713, "tokens_seen": 1259077632 }, { "epoch": 0.38, "learning_rate": 0.0006248144433299899, "loss": 1.5099, "theoretical_loss": 3.6001598780614916, "tokens_seen": 1259143168 }, { "epoch": 0.38, "learning_rate": 0.0006247943831494484, "loss": 1.4396, "theoretical_loss": 3.6001429326525787, "tokens_seen": 1259208704 }, { "epoch": 0.38, "learning_rate": 0.0006247743229689066, "loss": 1.5423, "theoretical_loss": 3.600125988372499, "tokens_seen": 1259274240 }, { "epoch": 0.38, "learning_rate": 0.0006247542627883651, "loss": 1.5279, "theoretical_loss": 3.600109045221119, "tokens_seen": 1259339776 }, { "epoch": 0.38, "learning_rate": 0.0006247342026078235, "loss": 1.5332, "theoretical_loss": 3.600092103198304, "tokens_seen": 1259405312 }, { "epoch": 0.38, "learning_rate": 0.0006247141424272818, "loss": 1.5593, "theoretical_loss": 3.60007516230392, "tokens_seen": 1259470848 }, { "epoch": 0.38, "learning_rate": 0.0006246940822467402, "loss": 1.5275, "theoretical_loss": 3.600058222537834, "tokens_seen": 1259536384 }, { "epoch": 0.38, "learning_rate": 0.0006246740220661986, "loss": 1.5266, "theoretical_loss": 3.600041283899912, "tokens_seen": 1259601920 }, { "epoch": 0.38, "learning_rate": 0.0006246539618856569, "loss": 1.4666, "theoretical_loss": 3.60002434639002, "tokens_seen": 1259667456 }, { "epoch": 0.38, "learning_rate": 0.0006246339017051154, "loss": 1.463, "theoretical_loss": 3.6000074100080237, "tokens_seen": 1259732992 }, { "epoch": 0.38, "learning_rate": 0.0006246138415245738, "loss": 1.518, "theoretical_loss": 3.5999904747537896, "tokens_seen": 1259798528 }, { "epoch": 0.38, "learning_rate": 0.0006245937813440321, "loss": 1.4125, "theoretical_loss": 3.599973540627184, "tokens_seen": 1259864064 }, { "epoch": 0.38, "learning_rate": 0.0006245737211634906, "loss": 1.5982, "theoretical_loss": 3.599956607628074, "tokens_seen": 1259929600 }, { "epoch": 0.38, "learning_rate": 0.0006245536609829488, "loss": 1.537, "theoretical_loss": 3.5999396757563242, "tokens_seen": 1259995136 }, { "epoch": 0.38, "learning_rate": 0.0006245336008024073, "loss": 1.5398, "theoretical_loss": 3.5999227450118023, "tokens_seen": 1260060672 }, { "epoch": 0.38, "learning_rate": 0.0006245135406218656, "loss": 1.4107, "theoretical_loss": 3.599905815394374, "tokens_seen": 1260126208 }, { "epoch": 0.38, "learning_rate": 0.000624493480441324, "loss": 1.5225, "theoretical_loss": 3.599888886903906, "tokens_seen": 1260191744 }, { "epoch": 0.38, "learning_rate": 0.0006244734202607824, "loss": 1.5496, "theoretical_loss": 3.5998719595402644, "tokens_seen": 1260257280 }, { "epoch": 0.38, "learning_rate": 0.0006244533600802408, "loss": 1.4212, "theoretical_loss": 3.5998550333033155, "tokens_seen": 1260322816 }, { "epoch": 0.38, "learning_rate": 0.0006244332998996991, "loss": 1.5532, "theoretical_loss": 3.599838108192926, "tokens_seen": 1260388352 }, { "epoch": 0.38, "learning_rate": 0.0006244132397191575, "loss": 1.4704, "theoretical_loss": 3.5998211842089622, "tokens_seen": 1260453888 }, { "epoch": 0.38, "learning_rate": 0.0006243931795386159, "loss": 1.5934, "theoretical_loss": 3.5998042613512906, "tokens_seen": 1260519424 }, { "epoch": 0.38, "learning_rate": 0.0006243731193580743, "loss": 1.5056, "theoretical_loss": 3.599787339619778, "tokens_seen": 1260584960 }, { "epoch": 0.38, "learning_rate": 0.0006243530591775326, "loss": 1.3758, "theoretical_loss": 3.5997704190142907, "tokens_seen": 1260650496 }, { "epoch": 0.38, "learning_rate": 0.000624332998996991, "loss": 1.4619, "theoretical_loss": 3.599753499534695, "tokens_seen": 1260716032 }, { "epoch": 0.38, "learning_rate": 0.0006243129388164493, "loss": 1.4812, "theoretical_loss": 3.5997365811808577, "tokens_seen": 1260781568 }, { "epoch": 0.38, "learning_rate": 0.0006242928786359078, "loss": 1.5946, "theoretical_loss": 3.599719663952645, "tokens_seen": 1260847104 }, { "epoch": 0.38, "learning_rate": 0.0006242728184553661, "loss": 1.5647, "theoretical_loss": 3.599702747849925, "tokens_seen": 1260912640 }, { "epoch": 0.38, "learning_rate": 0.0006242527582748245, "loss": 1.5839, "theoretical_loss": 3.599685832872562, "tokens_seen": 1260978176 }, { "epoch": 0.38, "learning_rate": 0.0006242326980942829, "loss": 1.3983, "theoretical_loss": 3.599668919020424, "tokens_seen": 1261043712 }, { "epoch": 0.38, "learning_rate": 0.0006242126379137413, "loss": 1.5439, "theoretical_loss": 3.5996520062933777, "tokens_seen": 1261109248 }, { "epoch": 0.38, "learning_rate": 0.0006241925777331996, "loss": 1.4759, "theoretical_loss": 3.5996350946912896, "tokens_seen": 1261174784 }, { "epoch": 0.38, "learning_rate": 0.000624172517552658, "loss": 1.5444, "theoretical_loss": 3.5996181842140267, "tokens_seen": 1261240320 }, { "epoch": 0.38, "learning_rate": 0.0006241524573721163, "loss": 1.4815, "theoretical_loss": 3.599601274861455, "tokens_seen": 1261305856 }, { "epoch": 0.38, "learning_rate": 0.0006241323971915748, "loss": 1.3926, "theoretical_loss": 3.599584366633442, "tokens_seen": 1261371392 }, { "epoch": 0.38, "learning_rate": 0.0006241123370110331, "loss": 1.4409, "theoretical_loss": 3.5995674595298537, "tokens_seen": 1261436928 }, { "epoch": 0.38, "learning_rate": 0.0006240922768304915, "loss": 1.4248, "theoretical_loss": 3.599550553550558, "tokens_seen": 1261502464 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49468809366226196, "objective/train/docs_used": 461530, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3616101741790771, "objective/train/original_loss": 1.3616101741790771, "objective/train/theoretical_loss": 3.599533648695421, "objective/train/tokens_used": 1282028000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24501526355743408, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507144927978516, "objective/train/weighted_lm_loss": 1.4308217763900757, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.599533648695421, "tokens_seen": 1261568000 }, { "epoch": 0.38, "learning_rate": 0.0006240722166499499, "loss": 1.4029, "theoretical_loss": 3.599533648695421, "tokens_seen": 1261568000 }, { "epoch": 0.38, "learning_rate": 0.0006240521564694082, "loss": 1.5058, "theoretical_loss": 3.5995167449643097, "tokens_seen": 1261633536 }, { "epoch": 0.38, "learning_rate": 0.0006240320962888666, "loss": 1.5555, "theoretical_loss": 3.5994998423570914, "tokens_seen": 1261699072 }, { "epoch": 0.38, "learning_rate": 0.0006240120361083251, "loss": 1.4751, "theoretical_loss": 3.5994829408736324, "tokens_seen": 1261764608 }, { "epoch": 0.38, "learning_rate": 0.0006239919759277833, "loss": 1.456, "theoretical_loss": 3.599466040513799, "tokens_seen": 1261830144 }, { "epoch": 0.38, "learning_rate": 0.0006239719157472418, "loss": 1.571, "theoretical_loss": 3.59944914127746, "tokens_seen": 1261895680 }, { "epoch": 0.38, "learning_rate": 0.0006239518555667, "loss": 1.3518, "theoretical_loss": 3.599432243164481, "tokens_seen": 1261961216 }, { "epoch": 0.38, "learning_rate": 0.0006239317953861585, "loss": 1.4308, "theoretical_loss": 3.5994153461747294, "tokens_seen": 1262026752 }, { "epoch": 0.38, "learning_rate": 0.0006239117352056169, "loss": 1.556, "theoretical_loss": 3.5993984503080725, "tokens_seen": 1262092288 }, { "epoch": 0.38, "learning_rate": 0.0006238916750250752, "loss": 1.4508, "theoretical_loss": 3.599381555564376, "tokens_seen": 1262157824 }, { "epoch": 0.38, "learning_rate": 0.0006238716148445336, "loss": 1.4345, "theoretical_loss": 3.599364661943509, "tokens_seen": 1262223360 }, { "epoch": 0.38, "learning_rate": 0.0006238515546639921, "loss": 1.5632, "theoretical_loss": 3.599347769445337, "tokens_seen": 1262288896 }, { "epoch": 0.38, "learning_rate": 0.0006238314944834503, "loss": 1.3921, "theoretical_loss": 3.5993308780697277, "tokens_seen": 1262354432 }, { "epoch": 0.38, "learning_rate": 0.0006238114343029088, "loss": 1.4766, "theoretical_loss": 3.599313987816548, "tokens_seen": 1262419968 }, { "epoch": 0.38, "learning_rate": 0.000623791374122367, "loss": 1.534, "theoretical_loss": 3.599297098685666, "tokens_seen": 1262485504 }, { "epoch": 0.38, "learning_rate": 0.0006237713139418255, "loss": 1.3713, "theoretical_loss": 3.5992802106769473, "tokens_seen": 1262551040 }, { "epoch": 0.38, "learning_rate": 0.0006237512537612839, "loss": 1.5112, "theoretical_loss": 3.5992633237902605, "tokens_seen": 1262616576 }, { "epoch": 0.38, "learning_rate": 0.0006237311935807422, "loss": 1.4552, "theoretical_loss": 3.599246438025472, "tokens_seen": 1262682112 }, { "epoch": 0.38, "learning_rate": 0.0006237111334002006, "loss": 1.4899, "theoretical_loss": 3.599229553382449, "tokens_seen": 1262747648 }, { "epoch": 0.38, "learning_rate": 0.000623691073219659, "loss": 1.4916, "theoretical_loss": 3.5992126698610596, "tokens_seen": 1262813184 }, { "epoch": 0.38, "learning_rate": 0.0006236710130391173, "loss": 1.4938, "theoretical_loss": 3.59919578746117, "tokens_seen": 1262878720 }, { "epoch": 0.38, "learning_rate": 0.0006236509528585758, "loss": 1.5082, "theoretical_loss": 3.5991789061826482, "tokens_seen": 1262944256 }, { "epoch": 0.38, "learning_rate": 0.000623630892678034, "loss": 1.4782, "theoretical_loss": 3.599162026025361, "tokens_seen": 1263009792 }, { "epoch": 0.38, "learning_rate": 0.0006236108324974925, "loss": 1.4337, "theoretical_loss": 3.5991451469891764, "tokens_seen": 1263075328 }, { "epoch": 0.38, "learning_rate": 0.0006235907723169508, "loss": 1.4429, "theoretical_loss": 3.5991282690739617, "tokens_seen": 1263140864 }, { "epoch": 0.38, "learning_rate": 0.0006235707121364092, "loss": 1.4925, "theoretical_loss": 3.5991113922795837, "tokens_seen": 1263206400 }, { "epoch": 0.38, "learning_rate": 0.0006235506519558676, "loss": 1.438, "theoretical_loss": 3.599094516605911, "tokens_seen": 1263271936 }, { "epoch": 0.38, "learning_rate": 0.000623530591775326, "loss": 1.4518, "theoretical_loss": 3.5990776420528094, "tokens_seen": 1263337472 }, { "epoch": 0.38, "learning_rate": 0.0006235105315947843, "loss": 1.5623, "theoretical_loss": 3.5990607686201477, "tokens_seen": 1263403008 }, { "epoch": 0.38, "learning_rate": 0.0006234904714142428, "loss": 1.4977, "theoretical_loss": 3.5990438963077924, "tokens_seen": 1263468544 }, { "epoch": 0.38, "learning_rate": 0.0006234704112337011, "loss": 1.5592, "theoretical_loss": 3.5990270251156122, "tokens_seen": 1263534080 }, { "epoch": 0.38, "learning_rate": 0.0006234503510531595, "loss": 1.5605, "theoretical_loss": 3.5990101550434734, "tokens_seen": 1263599616 }, { "epoch": 0.38, "learning_rate": 0.0006234302908726178, "loss": 1.5524, "theoretical_loss": 3.5989932860912446, "tokens_seen": 1263665152 }, { "epoch": 0.38, "learning_rate": 0.0006234102306920763, "loss": 1.5215, "theoretical_loss": 3.5989764182587924, "tokens_seen": 1263730688 }, { "epoch": 0.38, "learning_rate": 0.0006233901705115346, "loss": 1.499, "theoretical_loss": 3.5989595515459856, "tokens_seen": 1263796224 }, { "epoch": 0.38, "learning_rate": 0.000623370110330993, "loss": 1.5136, "theoretical_loss": 3.5989426859526907, "tokens_seen": 1263861760 }, { "epoch": 0.38, "learning_rate": 0.0006233500501504513, "loss": 1.5047, "theoretical_loss": 3.598925821478776, "tokens_seen": 1263927296 }, { "epoch": 0.38, "learning_rate": 0.0006233299899699097, "loss": 1.5665, "theoretical_loss": 3.5989089581241087, "tokens_seen": 1263992832 }, { "epoch": 0.38, "learning_rate": 0.0006233099297893681, "loss": 1.5173, "theoretical_loss": 3.598892095888557, "tokens_seen": 1264058368 }, { "epoch": 0.38, "learning_rate": 0.0006232898696088265, "loss": 1.332, "theoretical_loss": 3.598875234771988, "tokens_seen": 1264123904 }, { "epoch": 0.38, "learning_rate": 0.0006232698094282848, "loss": 1.5262, "theoretical_loss": 3.59885837477427, "tokens_seen": 1264189440 }, { "epoch": 0.38, "learning_rate": 0.0006232497492477433, "loss": 1.5035, "theoretical_loss": 3.5988415158952707, "tokens_seen": 1264254976 }, { "epoch": 0.38, "learning_rate": 0.0006232296890672016, "loss": 1.5194, "theoretical_loss": 3.5988246581348573, "tokens_seen": 1264320512 }, { "epoch": 0.38, "learning_rate": 0.00062320962888666, "loss": 1.5032, "theoretical_loss": 3.5988078014928986, "tokens_seen": 1264386048 }, { "epoch": 0.38, "learning_rate": 0.0006231895687061183, "loss": 1.4819, "theoretical_loss": 3.5987909459692617, "tokens_seen": 1264451584 }, { "epoch": 0.38, "learning_rate": 0.0006231695085255767, "loss": 1.5943, "theoretical_loss": 3.5987740915638144, "tokens_seen": 1264517120 }, { "epoch": 0.38, "learning_rate": 0.0006231494483450351, "loss": 1.42, "theoretical_loss": 3.5987572382764252, "tokens_seen": 1264582656 }, { "epoch": 0.38, "learning_rate": 0.0006231293881644935, "loss": 1.4792, "theoretical_loss": 3.5987403861069613, "tokens_seen": 1264648192 }, { "epoch": 0.38, "learning_rate": 0.0006231093279839519, "loss": 1.4204, "theoretical_loss": 3.5987235350552913, "tokens_seen": 1264713728 }, { "epoch": 0.38, "learning_rate": 0.0006230892678034103, "loss": 1.5521, "theoretical_loss": 3.5987066851212823, "tokens_seen": 1264779264 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.49422839283943176, "objective/train/docs_used": 462829, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4624844789505005, "objective/train/original_loss": 1.462484359741211, "objective/train/theoretical_loss": 3.5986898363048025, "objective/train/tokens_used": 1285304800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24454471468925476, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506659746170044, "objective/train/weighted_lm_loss": 1.5365638732910156, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.5986898363048025, "tokens_seen": 1264844800 }, { "epoch": 0.38, "learning_rate": 0.0006230692076228686, "loss": 1.498, "theoretical_loss": 3.5986898363048025, "tokens_seen": 1264844800 }, { "epoch": 0.38, "learning_rate": 0.000623049147442327, "loss": 1.4612, "theoretical_loss": 3.598672988605721, "tokens_seen": 1264910336 }, { "epoch": 0.38, "learning_rate": 0.0006230290872617855, "loss": 1.3746, "theoretical_loss": 3.598656142023904, "tokens_seen": 1264975872 }, { "epoch": 0.38, "learning_rate": 0.0006230090270812437, "loss": 1.4859, "theoretical_loss": 3.598639296559221, "tokens_seen": 1265041408 }, { "epoch": 0.38, "learning_rate": 0.0006229889669007022, "loss": 1.5303, "theoretical_loss": 3.5986224522115395, "tokens_seen": 1265106944 }, { "epoch": 0.38, "learning_rate": 0.0006229689067201604, "loss": 1.4343, "theoretical_loss": 3.5986056089807272, "tokens_seen": 1265172480 }, { "epoch": 0.38, "learning_rate": 0.0006229488465396189, "loss": 1.5158, "theoretical_loss": 3.598588766866653, "tokens_seen": 1265238016 }, { "epoch": 0.38, "learning_rate": 0.0006229287863590773, "loss": 1.4352, "theoretical_loss": 3.5985719258691846, "tokens_seen": 1265303552 }, { "epoch": 0.38, "learning_rate": 0.0006229087261785356, "loss": 1.4034, "theoretical_loss": 3.59855508598819, "tokens_seen": 1265369088 }, { "epoch": 0.38, "learning_rate": 0.000622888665997994, "loss": 1.4493, "theoretical_loss": 3.598538247223537, "tokens_seen": 1265434624 }, { "epoch": 0.38, "learning_rate": 0.0006228686058174525, "loss": 1.5025, "theoretical_loss": 3.598521409575095, "tokens_seen": 1265500160 }, { "epoch": 0.38, "learning_rate": 0.0006228485456369107, "loss": 1.5577, "theoretical_loss": 3.5985045730427307, "tokens_seen": 1265565696 }, { "epoch": 0.38, "learning_rate": 0.0006228284854563692, "loss": 1.5542, "theoretical_loss": 3.5984877376263142, "tokens_seen": 1265631232 }, { "epoch": 0.38, "learning_rate": 0.0006228084252758274, "loss": 1.4023, "theoretical_loss": 3.598470903325712, "tokens_seen": 1265696768 }, { "epoch": 0.38, "learning_rate": 0.0006227883650952859, "loss": 1.4096, "theoretical_loss": 3.598454070140793, "tokens_seen": 1265762304 }, { "epoch": 0.38, "learning_rate": 0.0006227683049147443, "loss": 1.5033, "theoretical_loss": 3.598437238071426, "tokens_seen": 1265827840 }, { "epoch": 0.38, "learning_rate": 0.0006227482447342026, "loss": 1.4315, "theoretical_loss": 3.5984204071174783, "tokens_seen": 1265893376 }, { "epoch": 0.38, "learning_rate": 0.000622728184553661, "loss": 1.51, "theoretical_loss": 3.5984035772788197, "tokens_seen": 1265958912 }, { "epoch": 0.38, "learning_rate": 0.0006227081243731194, "loss": 1.4947, "theoretical_loss": 3.598386748555317, "tokens_seen": 1266024448 }, { "epoch": 0.38, "learning_rate": 0.0006226880641925777, "loss": 1.591, "theoretical_loss": 3.598369920946839, "tokens_seen": 1266089984 }, { "epoch": 0.38, "learning_rate": 0.0006226680040120362, "loss": 1.6828, "theoretical_loss": 3.598353094453255, "tokens_seen": 1266155520 }, { "epoch": 0.38, "learning_rate": 0.0006226479438314944, "loss": 1.595, "theoretical_loss": 3.5983362690744327, "tokens_seen": 1266221056 }, { "epoch": 0.38, "learning_rate": 0.0006226278836509529, "loss": 1.391, "theoretical_loss": 3.5983194448102402, "tokens_seen": 1266286592 }, { "epoch": 0.38, "learning_rate": 0.0006226078234704112, "loss": 1.545, "theoretical_loss": 3.5983026216605474, "tokens_seen": 1266352128 }, { "epoch": 0.38, "learning_rate": 0.0006225877632898696, "loss": 1.4267, "theoretical_loss": 3.598285799625221, "tokens_seen": 1266417664 }, { "epoch": 0.38, "learning_rate": 0.000622567703109328, "loss": 1.5612, "theoretical_loss": 3.5982689787041306, "tokens_seen": 1266483200 }, { "epoch": 0.38, "learning_rate": 0.0006225476429287864, "loss": 1.4698, "theoretical_loss": 3.598252158897145, "tokens_seen": 1266548736 }, { "epoch": 0.38, "learning_rate": 0.0006225275827482447, "loss": 1.39, "theoretical_loss": 3.5982353402041314, "tokens_seen": 1266614272 }, { "epoch": 0.38, "learning_rate": 0.0006225075225677032, "loss": 1.5058, "theoretical_loss": 3.5982185226249594, "tokens_seen": 1266679808 }, { "epoch": 0.38, "learning_rate": 0.0006224874623871615, "loss": 1.4889, "theoretical_loss": 3.5982017061594984, "tokens_seen": 1266745344 }, { "epoch": 0.38, "learning_rate": 0.0006224674022066199, "loss": 1.4286, "theoretical_loss": 3.598184890807615, "tokens_seen": 1266810880 }, { "epoch": 0.38, "learning_rate": 0.0006224473420260782, "loss": 1.4521, "theoretical_loss": 3.5981680765691797, "tokens_seen": 1266876416 }, { "epoch": 0.38, "learning_rate": 0.0006224272818455367, "loss": 1.518, "theoretical_loss": 3.5981512634440604, "tokens_seen": 1266941952 }, { "epoch": 0.38, "learning_rate": 0.000622407221664995, "loss": 1.4362, "theoretical_loss": 3.5981344514321254, "tokens_seen": 1267007488 }, { "epoch": 0.38, "learning_rate": 0.0006223871614844534, "loss": 1.5318, "theoretical_loss": 3.5981176405332445, "tokens_seen": 1267073024 }, { "epoch": 0.38, "learning_rate": 0.0006223671013039117, "loss": 1.5041, "theoretical_loss": 3.5981008307472857, "tokens_seen": 1267138560 }, { "epoch": 0.38, "learning_rate": 0.0006223470411233701, "loss": 1.4844, "theoretical_loss": 3.5980840220741177, "tokens_seen": 1267204096 }, { "epoch": 0.38, "learning_rate": 0.0006223269809428285, "loss": 1.5852, "theoretical_loss": 3.5980672145136094, "tokens_seen": 1267269632 }, { "epoch": 0.38, "learning_rate": 0.0006223069207622869, "loss": 1.6188, "theoretical_loss": 3.59805040806563, "tokens_seen": 1267335168 }, { "epoch": 0.38, "learning_rate": 0.0006222868605817452, "loss": 1.4331, "theoretical_loss": 3.5980336027300477, "tokens_seen": 1267400704 }, { "epoch": 0.38, "learning_rate": 0.0006222668004012037, "loss": 1.5215, "theoretical_loss": 3.5980167985067317, "tokens_seen": 1267466240 }, { "epoch": 0.38, "learning_rate": 0.000622246740220662, "loss": 1.5234, "theoretical_loss": 3.597999995395551, "tokens_seen": 1267531776 }, { "epoch": 0.38, "learning_rate": 0.0006222266800401204, "loss": 1.5869, "theoretical_loss": 3.5979831933963746, "tokens_seen": 1267597312 }, { "epoch": 0.38, "learning_rate": 0.0006222066198595787, "loss": 1.3786, "theoretical_loss": 3.597966392509071, "tokens_seen": 1267662848 }, { "epoch": 0.38, "learning_rate": 0.0006221865596790371, "loss": 1.5779, "theoretical_loss": 3.5979495927335092, "tokens_seen": 1267728384 }, { "epoch": 0.38, "learning_rate": 0.0006221664994984955, "loss": 1.4727, "theoretical_loss": 3.5979327940695582, "tokens_seen": 1267793920 }, { "epoch": 0.38, "learning_rate": 0.0006221464393179539, "loss": 1.5028, "theoretical_loss": 3.597915996517087, "tokens_seen": 1267859456 }, { "epoch": 0.38, "learning_rate": 0.0006221263791374122, "loss": 1.5057, "theoretical_loss": 3.5978992000759655, "tokens_seen": 1267924992 }, { "epoch": 0.38, "learning_rate": 0.0006221063189568707, "loss": 1.4717, "theoretical_loss": 3.5978824047460614, "tokens_seen": 1267990528 }, { "epoch": 0.38, "learning_rate": 0.0006220862587763289, "loss": 1.5626, "theoretical_loss": 3.5978656105272444, "tokens_seen": 1268056064 }, { "epoch": 0.38, "objective/train/advantage_avg": 0.4927498400211334, "objective/train/docs_used": 464032, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4968583583831787, "objective/train/original_loss": 1.4968582391738892, "objective/train/theoretical_loss": 3.5978488174193832, "objective/train/tokens_used": 1288581600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24323022365570068, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505115985870361, "objective/train/weighted_lm_loss": 1.5722885131835938, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.5978488174193832, "tokens_seen": 1268121600 }, { "epoch": 0.38, "learning_rate": 0.0006220661985957874, "loss": 1.5361, "theoretical_loss": 3.5978488174193832, "tokens_seen": 1268121600 }, { "epoch": 0.38, "learning_rate": 0.0006220461384152458, "loss": 1.4734, "theoretical_loss": 3.5978320254223473, "tokens_seen": 1268187136 }, { "epoch": 0.38, "learning_rate": 0.0006220260782347041, "loss": 1.4517, "theoretical_loss": 3.5978152345360055, "tokens_seen": 1268252672 }, { "epoch": 0.38, "learning_rate": 0.0006220060180541625, "loss": 1.4688, "theoretical_loss": 3.597798444760228, "tokens_seen": 1268318208 }, { "epoch": 0.38, "learning_rate": 0.0006219859578736208, "loss": 1.5721, "theoretical_loss": 3.5977816560948823, "tokens_seen": 1268383744 }, { "epoch": 0.38, "learning_rate": 0.0006219658976930792, "loss": 1.3808, "theoretical_loss": 3.597764868539839, "tokens_seen": 1268449280 }, { "epoch": 0.38, "learning_rate": 0.0006219458375125377, "loss": 1.5267, "theoretical_loss": 3.5977480820949657, "tokens_seen": 1268514816 }, { "epoch": 0.38, "learning_rate": 0.0006219257773319959, "loss": 1.5927, "theoretical_loss": 3.5977312967601334, "tokens_seen": 1268580352 }, { "epoch": 0.38, "learning_rate": 0.0006219057171514544, "loss": 1.5074, "theoretical_loss": 3.5977145125352106, "tokens_seen": 1268645888 }, { "epoch": 0.38, "learning_rate": 0.0006218856569709128, "loss": 1.4885, "theoretical_loss": 3.5976977294200667, "tokens_seen": 1268711424 }, { "epoch": 0.38, "learning_rate": 0.0006218655967903711, "loss": 1.4941, "theoretical_loss": 3.5976809474145703, "tokens_seen": 1268776960 }, { "epoch": 0.38, "learning_rate": 0.0006218455366098295, "loss": 1.4662, "theoretical_loss": 3.5976641665185918, "tokens_seen": 1268842496 }, { "epoch": 0.38, "learning_rate": 0.0006218254764292878, "loss": 1.4308, "theoretical_loss": 3.5976473867319996, "tokens_seen": 1268908032 }, { "epoch": 0.38, "learning_rate": 0.0006218054162487462, "loss": 1.6264, "theoretical_loss": 3.597630608054664, "tokens_seen": 1268973568 }, { "epoch": 0.38, "learning_rate": 0.0006217853560682047, "loss": 1.4916, "theoretical_loss": 3.597613830486454, "tokens_seen": 1269039104 }, { "epoch": 0.38, "learning_rate": 0.0006217652958876629, "loss": 1.4801, "theoretical_loss": 3.597597054027238, "tokens_seen": 1269104640 }, { "epoch": 0.38, "learning_rate": 0.0006217452357071214, "loss": 1.4787, "theoretical_loss": 3.5975802786768876, "tokens_seen": 1269170176 }, { "epoch": 0.38, "learning_rate": 0.0006217251755265797, "loss": 1.4369, "theoretical_loss": 3.5975635044352705, "tokens_seen": 1269235712 }, { "epoch": 0.38, "learning_rate": 0.0006217051153460381, "loss": 1.5098, "theoretical_loss": 3.5975467313022564, "tokens_seen": 1269301248 }, { "epoch": 0.38, "learning_rate": 0.0006216850551654965, "loss": 1.4841, "theoretical_loss": 3.597529959277715, "tokens_seen": 1269366784 }, { "epoch": 0.38, "learning_rate": 0.0006216649949849548, "loss": 1.5725, "theoretical_loss": 3.5975131883615163, "tokens_seen": 1269432320 }, { "epoch": 0.38, "learning_rate": 0.0006216449348044132, "loss": 1.4725, "theoretical_loss": 3.597496418553529, "tokens_seen": 1269497856 }, { "epoch": 0.38, "learning_rate": 0.0006216248746238716, "loss": 1.5276, "theoretical_loss": 3.5974796498536237, "tokens_seen": 1269563392 }, { "epoch": 0.38, "learning_rate": 0.00062160481444333, "loss": 1.4051, "theoretical_loss": 3.597462882261669, "tokens_seen": 1269628928 }, { "epoch": 0.38, "learning_rate": 0.0006215847542627884, "loss": 1.5178, "theoretical_loss": 3.597446115777535, "tokens_seen": 1269694464 }, { "epoch": 0.38, "learning_rate": 0.0006215646940822468, "loss": 1.4325, "theoretical_loss": 3.5974293504010912, "tokens_seen": 1269760000 }, { "epoch": 0.38, "learning_rate": 0.0006215446339017051, "loss": 1.4584, "theoretical_loss": 3.597412586132208, "tokens_seen": 1269825536 }, { "epoch": 0.38, "learning_rate": 0.0006215245737211636, "loss": 1.536, "theoretical_loss": 3.5973958229707534, "tokens_seen": 1269891072 }, { "epoch": 0.38, "learning_rate": 0.0006215045135406219, "loss": 1.4214, "theoretical_loss": 3.597379060916598, "tokens_seen": 1269956608 }, { "epoch": 0.38, "learning_rate": 0.0006214844533600803, "loss": 1.4724, "theoretical_loss": 3.597362299969612, "tokens_seen": 1270022144 }, { "epoch": 0.38, "learning_rate": 0.0006214643931795386, "loss": 1.5445, "theoretical_loss": 3.5973455401296652, "tokens_seen": 1270087680 }, { "epoch": 0.38, "learning_rate": 0.000621444332998997, "loss": 1.4956, "theoretical_loss": 3.5973287813966266, "tokens_seen": 1270153216 }, { "epoch": 0.38, "learning_rate": 0.0006214242728184554, "loss": 1.4749, "theoretical_loss": 3.5973120237703657, "tokens_seen": 1270218752 }, { "epoch": 0.38, "learning_rate": 0.0006214042126379138, "loss": 1.3847, "theoretical_loss": 3.5972952672507534, "tokens_seen": 1270284288 }, { "epoch": 0.38, "learning_rate": 0.0006213841524573721, "loss": 1.4075, "theoretical_loss": 3.597278511837659, "tokens_seen": 1270349824 }, { "epoch": 0.38, "learning_rate": 0.0006213640922768305, "loss": 1.4794, "theoretical_loss": 3.5972617575309522, "tokens_seen": 1270415360 }, { "epoch": 0.38, "learning_rate": 0.0006213440320962889, "loss": 1.4643, "theoretical_loss": 3.597245004330503, "tokens_seen": 1270480896 }, { "epoch": 0.39, "learning_rate": 0.0006213239719157473, "loss": 1.4354, "theoretical_loss": 3.5972282522361816, "tokens_seen": 1270546432 }, { "epoch": 0.39, "learning_rate": 0.0006213039117352056, "loss": 1.4943, "theoretical_loss": 3.597211501247858, "tokens_seen": 1270611968 }, { "epoch": 0.39, "learning_rate": 0.0006212838515546641, "loss": 1.44, "theoretical_loss": 3.5971947513654015, "tokens_seen": 1270677504 }, { "epoch": 0.39, "learning_rate": 0.0006212637913741224, "loss": 1.4725, "theoretical_loss": 3.597178002588682, "tokens_seen": 1270743040 }, { "epoch": 0.39, "learning_rate": 0.0006212437311935808, "loss": 1.4393, "theoretical_loss": 3.5971612549175704, "tokens_seen": 1270808576 }, { "epoch": 0.39, "learning_rate": 0.0006212236710130391, "loss": 1.4339, "theoretical_loss": 3.5971445083519358, "tokens_seen": 1270874112 }, { "epoch": 0.39, "learning_rate": 0.0006212036108324975, "loss": 1.406, "theoretical_loss": 3.597127762891649, "tokens_seen": 1270939648 }, { "epoch": 0.39, "learning_rate": 0.0006211835506519559, "loss": 1.5077, "theoretical_loss": 3.5971110185365793, "tokens_seen": 1271005184 }, { "epoch": 0.39, "learning_rate": 0.0006211634904714143, "loss": 1.5337, "theoretical_loss": 3.597094275286597, "tokens_seen": 1271070720 }, { "epoch": 0.39, "learning_rate": 0.0006211434302908726, "loss": 1.5918, "theoretical_loss": 3.5970775331415723, "tokens_seen": 1271136256 }, { "epoch": 0.39, "learning_rate": 0.0006211233701103311, "loss": 1.4479, "theoretical_loss": 3.5970607921013755, "tokens_seen": 1271201792 }, { "epoch": 0.39, "learning_rate": 0.0006211033099297893, "loss": 1.3888, "theoretical_loss": 3.5970440521658764, "tokens_seen": 1271267328 }, { "epoch": 0.39, "learning_rate": 0.0006210832497492478, "loss": 1.4589, "theoretical_loss": 3.5970273133349453, "tokens_seen": 1271332864 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4927798807621002, "objective/train/docs_used": 465264, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4413305521011353, "objective/train/original_loss": 1.4413305521011353, "objective/train/theoretical_loss": 3.5970105756084525, "objective/train/tokens_used": 1291858400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2432139664888382, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505144596099854, "objective/train/weighted_lm_loss": 1.513904094696045, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.5970105756084525, "tokens_seen": 1271398400 }, { "epoch": 0.39, "learning_rate": 0.0006210631895687062, "loss": 1.489, "theoretical_loss": 3.5970105756084525, "tokens_seen": 1271398400 }, { "epoch": 0.39, "learning_rate": 0.0006210431293881645, "loss": 1.5309, "theoretical_loss": 3.5969938389862683, "tokens_seen": 1271463936 }, { "epoch": 0.39, "learning_rate": 0.0006210230692076229, "loss": 1.5387, "theoretical_loss": 3.5969771034682627, "tokens_seen": 1271529472 }, { "epoch": 0.39, "learning_rate": 0.0006210030090270812, "loss": 1.4311, "theoretical_loss": 3.596960369054306, "tokens_seen": 1271595008 }, { "epoch": 0.39, "learning_rate": 0.0006209829488465396, "loss": 1.486, "theoretical_loss": 3.5969436357442683, "tokens_seen": 1271660544 }, { "epoch": 0.39, "learning_rate": 0.0006209628886659981, "loss": 1.484, "theoretical_loss": 3.5969269035380202, "tokens_seen": 1271726080 }, { "epoch": 0.39, "learning_rate": 0.0006209428284854563, "loss": 1.4912, "theoretical_loss": 3.5969101724354315, "tokens_seen": 1271791616 }, { "epoch": 0.39, "learning_rate": 0.0006209227683049148, "loss": 1.4685, "theoretical_loss": 3.5968934424363734, "tokens_seen": 1271857152 }, { "epoch": 0.39, "learning_rate": 0.0006209027081243732, "loss": 1.47, "theoretical_loss": 3.5968767135407154, "tokens_seen": 1271922688 }, { "epoch": 0.39, "learning_rate": 0.0006208826479438315, "loss": 1.4895, "theoretical_loss": 3.5968599857483285, "tokens_seen": 1271988224 }, { "epoch": 0.39, "learning_rate": 0.0006208625877632899, "loss": 1.5138, "theoretical_loss": 3.5968432590590824, "tokens_seen": 1272053760 }, { "epoch": 0.39, "learning_rate": 0.0006208425275827482, "loss": 1.4152, "theoretical_loss": 3.596826533472848, "tokens_seen": 1272119296 }, { "epoch": 0.39, "learning_rate": 0.0006208224674022066, "loss": 1.4274, "theoretical_loss": 3.596809808989496, "tokens_seen": 1272184832 }, { "epoch": 0.39, "learning_rate": 0.0006208024072216651, "loss": 1.4911, "theoretical_loss": 3.5967930856088968, "tokens_seen": 1272250368 }, { "epoch": 0.39, "learning_rate": 0.0006207823470411233, "loss": 1.5279, "theoretical_loss": 3.5967763633309207, "tokens_seen": 1272315904 }, { "epoch": 0.39, "learning_rate": 0.0006207622868605818, "loss": 1.5663, "theoretical_loss": 3.5967596421554378, "tokens_seen": 1272381440 }, { "epoch": 0.39, "learning_rate": 0.0006207422266800401, "loss": 1.4038, "theoretical_loss": 3.596742922082319, "tokens_seen": 1272446976 }, { "epoch": 0.39, "learning_rate": 0.0006207221664994985, "loss": 1.587, "theoretical_loss": 3.5967262031114346, "tokens_seen": 1272512512 }, { "epoch": 0.39, "learning_rate": 0.0006207021063189569, "loss": 1.3841, "theoretical_loss": 3.596709485242656, "tokens_seen": 1272578048 }, { "epoch": 0.39, "learning_rate": 0.0006206820461384153, "loss": 1.4373, "theoretical_loss": 3.5966927684758527, "tokens_seen": 1272643584 }, { "epoch": 0.39, "learning_rate": 0.0006206619859578736, "loss": 1.3819, "theoretical_loss": 3.5966760528108965, "tokens_seen": 1272709120 }, { "epoch": 0.39, "learning_rate": 0.000620641925777332, "loss": 1.4885, "theoretical_loss": 3.596659338247657, "tokens_seen": 1272774656 }, { "epoch": 0.39, "learning_rate": 0.0006206218655967903, "loss": 1.5436, "theoretical_loss": 3.5966426247860053, "tokens_seen": 1272840192 }, { "epoch": 0.39, "learning_rate": 0.0006206018054162488, "loss": 1.5274, "theoretical_loss": 3.596625912425812, "tokens_seen": 1272905728 }, { "epoch": 0.39, "learning_rate": 0.0006205817452357071, "loss": 1.415, "theoretical_loss": 3.596609201166948, "tokens_seen": 1272971264 }, { "epoch": 0.39, "learning_rate": 0.0006205616850551655, "loss": 1.5545, "theoretical_loss": 3.5965924910092837, "tokens_seen": 1273036800 }, { "epoch": 0.39, "learning_rate": 0.0006205416248746239, "loss": 1.5563, "theoretical_loss": 3.5965757819526902, "tokens_seen": 1273102336 }, { "epoch": 0.39, "learning_rate": 0.0006205215646940823, "loss": 1.3664, "theoretical_loss": 3.596559073997038, "tokens_seen": 1273167872 }, { "epoch": 0.39, "learning_rate": 0.0006205015045135406, "loss": 1.4985, "theoretical_loss": 3.596542367142198, "tokens_seen": 1273233408 }, { "epoch": 0.39, "learning_rate": 0.000620481444332999, "loss": 1.5485, "theoretical_loss": 3.596525661388041, "tokens_seen": 1273298944 }, { "epoch": 0.39, "learning_rate": 0.0006204613841524573, "loss": 1.4961, "theoretical_loss": 3.5965089567344384, "tokens_seen": 1273364480 }, { "epoch": 0.39, "learning_rate": 0.0006204413239719158, "loss": 1.4567, "theoretical_loss": 3.5964922531812595, "tokens_seen": 1273430016 }, { "epoch": 0.39, "learning_rate": 0.0006204212637913741, "loss": 1.4849, "theoretical_loss": 3.5964755507283774, "tokens_seen": 1273495552 }, { "epoch": 0.39, "learning_rate": 0.0006204012036108325, "loss": 1.387, "theoretical_loss": 3.5964588493756606, "tokens_seen": 1273561088 }, { "epoch": 0.39, "learning_rate": 0.0006203811434302908, "loss": 1.5088, "theoretical_loss": 3.596442149122982, "tokens_seen": 1273626624 }, { "epoch": 0.39, "learning_rate": 0.0006203610832497493, "loss": 1.6389, "theoretical_loss": 3.5964254499702117, "tokens_seen": 1273692160 }, { "epoch": 0.39, "learning_rate": 0.0006203410230692076, "loss": 1.5408, "theoretical_loss": 3.5964087519172203, "tokens_seen": 1273757696 }, { "epoch": 0.39, "learning_rate": 0.000620320962888666, "loss": 1.4432, "theoretical_loss": 3.59639205496388, "tokens_seen": 1273823232 }, { "epoch": 0.39, "learning_rate": 0.0006203009027081243, "loss": 1.5461, "theoretical_loss": 3.5963753591100605, "tokens_seen": 1273888768 }, { "epoch": 0.39, "learning_rate": 0.0006202808425275828, "loss": 1.6316, "theoretical_loss": 3.596358664355634, "tokens_seen": 1273954304 }, { "epoch": 0.39, "learning_rate": 0.0006202607823470411, "loss": 1.535, "theoretical_loss": 3.59634197070047, "tokens_seen": 1274019840 }, { "epoch": 0.39, "learning_rate": 0.0006202407221664995, "loss": 1.5376, "theoretical_loss": 3.596325278144441, "tokens_seen": 1274085376 }, { "epoch": 0.39, "learning_rate": 0.0006202206619859578, "loss": 1.5688, "theoretical_loss": 3.5963085866874174, "tokens_seen": 1274150912 }, { "epoch": 0.39, "learning_rate": 0.0006202006018054163, "loss": 1.4174, "theoretical_loss": 3.596291896329271, "tokens_seen": 1274216448 }, { "epoch": 0.39, "learning_rate": 0.0006201805416248746, "loss": 1.6514, "theoretical_loss": 3.5962752070698727, "tokens_seen": 1274281984 }, { "epoch": 0.39, "learning_rate": 0.000620160481444333, "loss": 1.425, "theoretical_loss": 3.5962585189090923, "tokens_seen": 1274347520 }, { "epoch": 0.39, "learning_rate": 0.0006201404212637914, "loss": 1.422, "theoretical_loss": 3.596241831846803, "tokens_seen": 1274413056 }, { "epoch": 0.39, "learning_rate": 0.0006201203610832497, "loss": 1.4004, "theoretical_loss": 3.596225145882875, "tokens_seen": 1274478592 }, { "epoch": 0.39, "learning_rate": 0.0006201003009027082, "loss": 1.4735, "theoretical_loss": 3.59620846101718, "tokens_seen": 1274544128 }, { "epoch": 0.39, "learning_rate": 0.0006200802407221666, "loss": 1.5558, "theoretical_loss": 3.5961917772495884, "tokens_seen": 1274609664 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.48994871973991394, "objective/train/docs_used": 466434, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3847399950027466, "objective/train/original_loss": 1.3847399950027466, "objective/train/theoretical_loss": 3.5961750945799724, "objective/train/tokens_used": 1295135200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24063628911972046, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0502179861068726, "objective/train/weighted_lm_loss": 1.4542152881622314, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.5961750945799724, "tokens_seen": 1274675200 }, { "epoch": 0.39, "learning_rate": 0.0006200601805416249, "loss": 1.3945, "theoretical_loss": 3.5961750945799724, "tokens_seen": 1274675200 }, { "epoch": 0.39, "learning_rate": 0.0006200401203610833, "loss": 1.4847, "theoretical_loss": 3.5961584130082027, "tokens_seen": 1274740736 }, { "epoch": 0.39, "learning_rate": 0.0006200200601805416, "loss": 1.5441, "theoretical_loss": 3.596141732534151, "tokens_seen": 1274806272 }, { "epoch": 0.39, "learning_rate": 0.00062, "loss": 1.5861, "theoretical_loss": 3.5961250531576883, "tokens_seen": 1274871808 }, { "epoch": 0.39, "learning_rate": 0.0006199799398194585, "loss": 1.5325, "theoretical_loss": 3.5961083748786864, "tokens_seen": 1274937344 }, { "epoch": 0.39, "learning_rate": 0.0006199598796389167, "loss": 1.5728, "theoretical_loss": 3.596091697697016, "tokens_seen": 1275002880 }, { "epoch": 0.39, "learning_rate": 0.0006199398194583752, "loss": 1.4752, "theoretical_loss": 3.596075021612549, "tokens_seen": 1275068416 }, { "epoch": 0.39, "learning_rate": 0.0006199197592778336, "loss": 1.4622, "theoretical_loss": 3.5960583466251568, "tokens_seen": 1275133952 }, { "epoch": 0.39, "learning_rate": 0.0006198996990972919, "loss": 1.538, "theoretical_loss": 3.5960416727347106, "tokens_seen": 1275199488 }, { "epoch": 0.39, "learning_rate": 0.0006198796389167503, "loss": 1.4627, "theoretical_loss": 3.5960249999410827, "tokens_seen": 1275265024 }, { "epoch": 0.39, "learning_rate": 0.0006198595787362086, "loss": 1.6031, "theoretical_loss": 3.5960083282441433, "tokens_seen": 1275330560 }, { "epoch": 0.39, "learning_rate": 0.000619839518555667, "loss": 1.5361, "theoretical_loss": 3.5959916576437645, "tokens_seen": 1275396096 }, { "epoch": 0.39, "learning_rate": 0.0006198194583751255, "loss": 1.6073, "theoretical_loss": 3.595974988139818, "tokens_seen": 1275461632 }, { "epoch": 0.39, "learning_rate": 0.0006197993981945837, "loss": 1.4794, "theoretical_loss": 3.5959583197321754, "tokens_seen": 1275527168 }, { "epoch": 0.39, "learning_rate": 0.0006197793380140422, "loss": 1.498, "theoretical_loss": 3.5959416524207084, "tokens_seen": 1275592704 }, { "epoch": 0.39, "learning_rate": 0.0006197592778335005, "loss": 1.5499, "theoretical_loss": 3.5959249862052873, "tokens_seen": 1275658240 }, { "epoch": 0.39, "learning_rate": 0.0006197392176529589, "loss": 1.5567, "theoretical_loss": 3.5959083210857856, "tokens_seen": 1275723776 }, { "epoch": 0.39, "learning_rate": 0.0006197191574724173, "loss": 1.4893, "theoretical_loss": 3.595891657062074, "tokens_seen": 1275789312 }, { "epoch": 0.39, "learning_rate": 0.0006196990972918757, "loss": 1.444, "theoretical_loss": 3.5958749941340242, "tokens_seen": 1275854848 }, { "epoch": 0.39, "learning_rate": 0.000619679037111334, "loss": 1.5203, "theoretical_loss": 3.595858332301508, "tokens_seen": 1275920384 }, { "epoch": 0.39, "learning_rate": 0.0006196589769307924, "loss": 1.5416, "theoretical_loss": 3.595841671564397, "tokens_seen": 1275985920 }, { "epoch": 0.39, "learning_rate": 0.0006196389167502507, "loss": 1.4716, "theoretical_loss": 3.595825011922563, "tokens_seen": 1276051456 }, { "epoch": 0.39, "learning_rate": 0.0006196188565697092, "loss": 1.5179, "theoretical_loss": 3.595808353375877, "tokens_seen": 1276116992 }, { "epoch": 0.39, "learning_rate": 0.0006195987963891675, "loss": 1.5164, "theoretical_loss": 3.595791695924212, "tokens_seen": 1276182528 }, { "epoch": 0.39, "learning_rate": 0.0006195787362086259, "loss": 1.5957, "theoretical_loss": 3.5957750395674397, "tokens_seen": 1276248064 }, { "epoch": 0.39, "learning_rate": 0.0006195586760280843, "loss": 1.4705, "theoretical_loss": 3.595758384305431, "tokens_seen": 1276313600 }, { "epoch": 0.39, "learning_rate": 0.0006195386158475427, "loss": 1.3663, "theoretical_loss": 3.5957417301380588, "tokens_seen": 1276379136 }, { "epoch": 0.39, "learning_rate": 0.000619518555667001, "loss": 1.5334, "theoretical_loss": 3.595725077065194, "tokens_seen": 1276444672 }, { "epoch": 0.39, "learning_rate": 0.0006194984954864594, "loss": 1.5003, "theoretical_loss": 3.5957084250867086, "tokens_seen": 1276510208 }, { "epoch": 0.39, "learning_rate": 0.0006194784353059177, "loss": 1.5056, "theoretical_loss": 3.595691774202475, "tokens_seen": 1276575744 }, { "epoch": 0.39, "learning_rate": 0.0006194583751253762, "loss": 1.5142, "theoretical_loss": 3.595675124412365, "tokens_seen": 1276641280 }, { "epoch": 0.39, "learning_rate": 0.0006194383149448345, "loss": 1.6231, "theoretical_loss": 3.5956584757162506, "tokens_seen": 1276706816 }, { "epoch": 0.39, "learning_rate": 0.0006194182547642929, "loss": 1.6415, "theoretical_loss": 3.5956418281140032, "tokens_seen": 1276772352 }, { "epoch": 0.39, "learning_rate": 0.0006193981945837512, "loss": 1.473, "theoretical_loss": 3.595625181605495, "tokens_seen": 1276837888 }, { "epoch": 0.39, "learning_rate": 0.0006193781344032097, "loss": 1.5461, "theoretical_loss": 3.595608536190599, "tokens_seen": 1276903424 }, { "epoch": 0.39, "learning_rate": 0.000619358074222668, "loss": 1.4043, "theoretical_loss": 3.595591891869186, "tokens_seen": 1276968960 }, { "epoch": 0.39, "learning_rate": 0.0006193380140421264, "loss": 1.4932, "theoretical_loss": 3.5955752486411283, "tokens_seen": 1277034496 }, { "epoch": 0.39, "learning_rate": 0.0006193179538615847, "loss": 1.4585, "theoretical_loss": 3.595558606506298, "tokens_seen": 1277100032 }, { "epoch": 0.39, "learning_rate": 0.0006192978936810432, "loss": 1.6136, "theoretical_loss": 3.595541965464568, "tokens_seen": 1277165568 }, { "epoch": 0.39, "learning_rate": 0.0006192778335005015, "loss": 1.4549, "theoretical_loss": 3.5955253255158093, "tokens_seen": 1277231104 }, { "epoch": 0.39, "learning_rate": 0.0006192577733199599, "loss": 1.376, "theoretical_loss": 3.595508686659895, "tokens_seen": 1277296640 }, { "epoch": 0.39, "learning_rate": 0.0006192377131394182, "loss": 1.4503, "theoretical_loss": 3.5954920488966966, "tokens_seen": 1277362176 }, { "epoch": 0.39, "learning_rate": 0.0006192176529588767, "loss": 1.499, "theoretical_loss": 3.5954754122260866, "tokens_seen": 1277427712 }, { "epoch": 0.39, "learning_rate": 0.000619197592778335, "loss": 1.5083, "theoretical_loss": 3.5954587766479364, "tokens_seen": 1277493248 }, { "epoch": 0.39, "learning_rate": 0.0006191775325977934, "loss": 1.5156, "theoretical_loss": 3.595442142162119, "tokens_seen": 1277558784 }, { "epoch": 0.39, "learning_rate": 0.0006191574724172518, "loss": 1.5138, "theoretical_loss": 3.595425508768507, "tokens_seen": 1277624320 }, { "epoch": 0.39, "learning_rate": 0.0006191374122367101, "loss": 1.5475, "theoretical_loss": 3.595408876466972, "tokens_seen": 1277689856 }, { "epoch": 0.39, "learning_rate": 0.0006191173520561685, "loss": 1.4824, "theoretical_loss": 3.5953922452573863, "tokens_seen": 1277755392 }, { "epoch": 0.39, "learning_rate": 0.000619097291875627, "loss": 1.4487, "theoretical_loss": 3.5953756151396226, "tokens_seen": 1277820928 }, { "epoch": 0.39, "learning_rate": 0.0006190772316950852, "loss": 1.5828, "theoretical_loss": 3.595358986113553, "tokens_seen": 1277886464 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4862214922904968, "objective/train/docs_used": 467639, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3731242418289185, "objective/train/original_loss": 1.373124361038208, "objective/train/theoretical_loss": 3.59534235817905, "objective/train/tokens_used": 1298412000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23886923491954803, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.049836277961731, "objective/train/weighted_lm_loss": 1.4405465126037598, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.59534235817905, "tokens_seen": 1277952000 }, { "epoch": 0.39, "learning_rate": 0.0006190571715145437, "loss": 1.4757, "theoretical_loss": 3.59534235817905, "tokens_seen": 1277952000 }, { "epoch": 0.39, "learning_rate": 0.0006190371113340019, "loss": 1.5093, "theoretical_loss": 3.5953257313359854, "tokens_seen": 1278017536 }, { "epoch": 0.39, "learning_rate": 0.0006190170511534604, "loss": 1.4668, "theoretical_loss": 3.595309105584233, "tokens_seen": 1278083072 }, { "epoch": 0.39, "learning_rate": 0.0006189969909729188, "loss": 1.5242, "theoretical_loss": 3.5952924809236633, "tokens_seen": 1278148608 }, { "epoch": 0.39, "learning_rate": 0.0006189769307923771, "loss": 1.5039, "theoretical_loss": 3.5952758573541503, "tokens_seen": 1278214144 }, { "epoch": 0.39, "learning_rate": 0.0006189568706118355, "loss": 1.527, "theoretical_loss": 3.5952592348755656, "tokens_seen": 1278279680 }, { "epoch": 0.39, "learning_rate": 0.000618936810431294, "loss": 1.369, "theoretical_loss": 3.5952426134877817, "tokens_seen": 1278345216 }, { "epoch": 0.39, "learning_rate": 0.0006189167502507522, "loss": 1.4163, "theoretical_loss": 3.5952259931906716, "tokens_seen": 1278410752 }, { "epoch": 0.39, "learning_rate": 0.0006188966900702107, "loss": 1.617, "theoretical_loss": 3.5952093739841073, "tokens_seen": 1278476288 }, { "epoch": 0.39, "learning_rate": 0.0006188766298896689, "loss": 1.4779, "theoretical_loss": 3.5951927558679624, "tokens_seen": 1278541824 }, { "epoch": 0.39, "learning_rate": 0.0006188565697091274, "loss": 1.5676, "theoretical_loss": 3.595176138842108, "tokens_seen": 1278607360 }, { "epoch": 0.39, "learning_rate": 0.0006188365095285858, "loss": 1.5355, "theoretical_loss": 3.5951595229064175, "tokens_seen": 1278672896 }, { "epoch": 0.39, "learning_rate": 0.0006188164493480441, "loss": 1.5376, "theoretical_loss": 3.5951429080607635, "tokens_seen": 1278738432 }, { "epoch": 0.39, "learning_rate": 0.0006187963891675025, "loss": 1.4693, "theoretical_loss": 3.5951262943050186, "tokens_seen": 1278803968 }, { "epoch": 0.39, "learning_rate": 0.0006187763289869609, "loss": 1.4233, "theoretical_loss": 3.5951096816390553, "tokens_seen": 1278869504 }, { "epoch": 0.39, "learning_rate": 0.0006187562688064192, "loss": 1.4336, "theoretical_loss": 3.595093070062746, "tokens_seen": 1278935040 }, { "epoch": 0.39, "learning_rate": 0.0006187362086258777, "loss": 1.5822, "theoretical_loss": 3.5950764595759646, "tokens_seen": 1279000576 }, { "epoch": 0.39, "learning_rate": 0.0006187161484453359, "loss": 1.4308, "theoretical_loss": 3.5950598501785826, "tokens_seen": 1279066112 }, { "epoch": 0.39, "learning_rate": 0.0006186960882647944, "loss": 1.5318, "theoretical_loss": 3.5950432418704725, "tokens_seen": 1279131648 }, { "epoch": 0.39, "learning_rate": 0.0006186760280842527, "loss": 1.5269, "theoretical_loss": 3.5950266346515085, "tokens_seen": 1279197184 }, { "epoch": 0.39, "learning_rate": 0.0006186559679037111, "loss": 1.4806, "theoretical_loss": 3.5950100285215623, "tokens_seen": 1279262720 }, { "epoch": 0.39, "learning_rate": 0.0006186359077231695, "loss": 1.4243, "theoretical_loss": 3.5949934234805068, "tokens_seen": 1279328256 }, { "epoch": 0.39, "learning_rate": 0.0006186158475426279, "loss": 1.4088, "theoretical_loss": 3.594976819528215, "tokens_seen": 1279393792 }, { "epoch": 0.39, "learning_rate": 0.0006185957873620863, "loss": 1.499, "theoretical_loss": 3.5949602166645596, "tokens_seen": 1279459328 }, { "epoch": 0.39, "learning_rate": 0.0006185757271815447, "loss": 1.467, "theoretical_loss": 3.594943614889414, "tokens_seen": 1279524864 }, { "epoch": 0.39, "learning_rate": 0.0006185556670010031, "loss": 1.6048, "theoretical_loss": 3.59492701420265, "tokens_seen": 1279590400 }, { "epoch": 0.39, "learning_rate": 0.0006185356068204614, "loss": 1.5494, "theoretical_loss": 3.5949104146041417, "tokens_seen": 1279655936 }, { "epoch": 0.39, "learning_rate": 0.0006185155466399198, "loss": 1.4369, "theoretical_loss": 3.5948938160937614, "tokens_seen": 1279721472 }, { "epoch": 0.39, "learning_rate": 0.0006184954864593781, "loss": 1.5569, "theoretical_loss": 3.5948772186713827, "tokens_seen": 1279787008 }, { "epoch": 0.39, "learning_rate": 0.0006184754262788366, "loss": 1.474, "theoretical_loss": 3.594860622336877, "tokens_seen": 1279852544 }, { "epoch": 0.39, "learning_rate": 0.0006184553660982949, "loss": 1.461, "theoretical_loss": 3.5948440270901187, "tokens_seen": 1279918080 }, { "epoch": 0.39, "learning_rate": 0.0006184353059177533, "loss": 1.4984, "theoretical_loss": 3.5948274329309813, "tokens_seen": 1279983616 }, { "epoch": 0.39, "learning_rate": 0.0006184152457372116, "loss": 1.5546, "theoretical_loss": 3.5948108398593357, "tokens_seen": 1280049152 }, { "epoch": 0.39, "learning_rate": 0.0006183951855566701, "loss": 1.5552, "theoretical_loss": 3.594794247875057, "tokens_seen": 1280114688 }, { "epoch": 0.39, "learning_rate": 0.0006183751253761284, "loss": 1.4736, "theoretical_loss": 3.5947776569780174, "tokens_seen": 1280180224 }, { "epoch": 0.39, "learning_rate": 0.0006183550651955868, "loss": 1.5274, "theoretical_loss": 3.5947610671680907, "tokens_seen": 1280245760 }, { "epoch": 0.39, "learning_rate": 0.0006183350050150452, "loss": 1.498, "theoretical_loss": 3.5947444784451488, "tokens_seen": 1280311296 }, { "epoch": 0.39, "learning_rate": 0.0006183149448345036, "loss": 1.5625, "theoretical_loss": 3.5947278908090654, "tokens_seen": 1280376832 }, { "epoch": 0.39, "learning_rate": 0.0006182948846539619, "loss": 1.458, "theoretical_loss": 3.594711304259714, "tokens_seen": 1280442368 }, { "epoch": 0.39, "learning_rate": 0.0006182748244734203, "loss": 1.4259, "theoretical_loss": 3.594694718796968, "tokens_seen": 1280507904 }, { "epoch": 0.39, "learning_rate": 0.0006182547642928786, "loss": 1.4393, "theoretical_loss": 3.5946781344206995, "tokens_seen": 1280573440 }, { "epoch": 0.39, "learning_rate": 0.0006182347041123371, "loss": 1.5479, "theoretical_loss": 3.5946615511307827, "tokens_seen": 1280638976 }, { "epoch": 0.39, "learning_rate": 0.0006182146439317954, "loss": 1.5885, "theoretical_loss": 3.5946449689270903, "tokens_seen": 1280704512 }, { "epoch": 0.39, "learning_rate": 0.0006181945837512538, "loss": 1.393, "theoretical_loss": 3.5946283878094967, "tokens_seen": 1280770048 }, { "epoch": 0.39, "learning_rate": 0.0006181745235707122, "loss": 1.6013, "theoretical_loss": 3.5946118077778735, "tokens_seen": 1280835584 }, { "epoch": 0.39, "learning_rate": 0.0006181544633901705, "loss": 1.6187, "theoretical_loss": 3.5945952288320946, "tokens_seen": 1280901120 }, { "epoch": 0.39, "learning_rate": 0.0006181344032096289, "loss": 1.5098, "theoretical_loss": 3.594578650972034, "tokens_seen": 1280966656 }, { "epoch": 0.39, "learning_rate": 0.0006181143430290874, "loss": 1.5839, "theoretical_loss": 3.5945620741975643, "tokens_seen": 1281032192 }, { "epoch": 0.39, "learning_rate": 0.0006180942828485456, "loss": 1.5197, "theoretical_loss": 3.59454549850856, "tokens_seen": 1281097728 }, { "epoch": 0.39, "learning_rate": 0.0006180742226680041, "loss": 1.4657, "theoretical_loss": 3.594528923904893, "tokens_seen": 1281163264 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4932679533958435, "objective/train/docs_used": 468763, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.6008708477020264, "objective/train/original_loss": 1.6008708477020264, "objective/train/theoretical_loss": 3.594512350386438, "objective/train/tokens_used": 1301688800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.2438812255859375, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505666732788086, "objective/train/weighted_lm_loss": 1.6816649436950684, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.594512350386438, "tokens_seen": 1281228800 }, { "epoch": 0.39, "learning_rate": 0.0006180541624874623, "loss": 1.5942, "theoretical_loss": 3.594512350386438, "tokens_seen": 1281228800 }, { "epoch": 0.39, "learning_rate": 0.0006180341023069208, "loss": 1.5437, "theoretical_loss": 3.5944957779530675, "tokens_seen": 1281294336 }, { "epoch": 0.39, "learning_rate": 0.0006180140421263792, "loss": 1.4598, "theoretical_loss": 3.594479206604655, "tokens_seen": 1281359872 }, { "epoch": 0.39, "learning_rate": 0.0006179939819458375, "loss": 1.6272, "theoretical_loss": 3.594462636341075, "tokens_seen": 1281425408 }, { "epoch": 0.39, "learning_rate": 0.0006179739217652959, "loss": 1.4597, "theoretical_loss": 3.5944460671622, "tokens_seen": 1281490944 }, { "epoch": 0.39, "learning_rate": 0.0006179538615847544, "loss": 1.5661, "theoretical_loss": 3.5944294990679033, "tokens_seen": 1281556480 }, { "epoch": 0.39, "learning_rate": 0.0006179338014042126, "loss": 1.4894, "theoretical_loss": 3.59441293205806, "tokens_seen": 1281622016 }, { "epoch": 0.39, "learning_rate": 0.0006179137412236711, "loss": 1.4961, "theoretical_loss": 3.5943963661325418, "tokens_seen": 1281687552 }, { "epoch": 0.39, "learning_rate": 0.0006178936810431293, "loss": 1.4485, "theoretical_loss": 3.5943798012912236, "tokens_seen": 1281753088 }, { "epoch": 0.39, "learning_rate": 0.0006178736208625878, "loss": 1.5641, "theoretical_loss": 3.5943632375339787, "tokens_seen": 1281818624 }, { "epoch": 0.39, "learning_rate": 0.0006178535606820462, "loss": 1.4634, "theoretical_loss": 3.59434667486068, "tokens_seen": 1281884160 }, { "epoch": 0.39, "learning_rate": 0.0006178335005015045, "loss": 1.4654, "theoretical_loss": 3.5943301132712024, "tokens_seen": 1281949696 }, { "epoch": 0.39, "learning_rate": 0.0006178134403209629, "loss": 1.4846, "theoretical_loss": 3.594313552765419, "tokens_seen": 1282015232 }, { "epoch": 0.39, "learning_rate": 0.0006177933801404213, "loss": 1.5476, "theoretical_loss": 3.594296993343203, "tokens_seen": 1282080768 }, { "epoch": 0.39, "learning_rate": 0.0006177733199598796, "loss": 1.4802, "theoretical_loss": 3.5942804350044284, "tokens_seen": 1282146304 }, { "epoch": 0.39, "learning_rate": 0.0006177532597793381, "loss": 1.5236, "theoretical_loss": 3.5942638777489697, "tokens_seen": 1282211840 }, { "epoch": 0.39, "learning_rate": 0.0006177331995987963, "loss": 1.5038, "theoretical_loss": 3.5942473215766997, "tokens_seen": 1282277376 }, { "epoch": 0.39, "learning_rate": 0.0006177131394182548, "loss": 1.4459, "theoretical_loss": 3.5942307664874926, "tokens_seen": 1282342912 }, { "epoch": 0.39, "learning_rate": 0.0006176930792377131, "loss": 1.4571, "theoretical_loss": 3.594214212481222, "tokens_seen": 1282408448 }, { "epoch": 0.39, "learning_rate": 0.0006176730190571715, "loss": 1.4817, "theoretical_loss": 3.594197659557762, "tokens_seen": 1282473984 }, { "epoch": 0.39, "learning_rate": 0.0006176529588766299, "loss": 1.3514, "theoretical_loss": 3.5941811077169863, "tokens_seen": 1282539520 }, { "epoch": 0.39, "learning_rate": 0.0006176328986960883, "loss": 1.6033, "theoretical_loss": 3.5941645569587686, "tokens_seen": 1282605056 }, { "epoch": 0.39, "learning_rate": 0.0006176128385155466, "loss": 1.3385, "theoretical_loss": 3.594148007282983, "tokens_seen": 1282670592 }, { "epoch": 0.39, "learning_rate": 0.0006175927783350051, "loss": 1.3861, "theoretical_loss": 3.5941314586895037, "tokens_seen": 1282736128 }, { "epoch": 0.39, "learning_rate": 0.0006175727181544633, "loss": 1.3734, "theoretical_loss": 3.594114911178204, "tokens_seen": 1282801664 }, { "epoch": 0.39, "learning_rate": 0.0006175526579739218, "loss": 1.3016, "theoretical_loss": 3.594098364748958, "tokens_seen": 1282867200 }, { "epoch": 0.39, "learning_rate": 0.0006175325977933801, "loss": 1.4481, "theoretical_loss": 3.59408181940164, "tokens_seen": 1282932736 }, { "epoch": 0.39, "learning_rate": 0.0006175125376128385, "loss": 1.4714, "theoretical_loss": 3.594065275136124, "tokens_seen": 1282998272 }, { "epoch": 0.39, "learning_rate": 0.0006174924774322969, "loss": 1.4075, "theoretical_loss": 3.5940487319522836, "tokens_seen": 1283063808 }, { "epoch": 0.39, "learning_rate": 0.0006174724172517553, "loss": 1.5239, "theoretical_loss": 3.594032189849993, "tokens_seen": 1283129344 }, { "epoch": 0.39, "learning_rate": 0.0006174523570712136, "loss": 1.4471, "theoretical_loss": 3.5940156488291266, "tokens_seen": 1283194880 }, { "epoch": 0.39, "learning_rate": 0.000617432296890672, "loss": 1.5064, "theoretical_loss": 3.593999108889558, "tokens_seen": 1283260416 }, { "epoch": 0.39, "learning_rate": 0.0006174122367101304, "loss": 1.4211, "theoretical_loss": 3.5939825700311614, "tokens_seen": 1283325952 }, { "epoch": 0.39, "learning_rate": 0.0006173921765295888, "loss": 1.4755, "theoretical_loss": 3.593966032253811, "tokens_seen": 1283391488 }, { "epoch": 0.39, "learning_rate": 0.0006173721163490471, "loss": 1.3954, "theoretical_loss": 3.593949495557381, "tokens_seen": 1283457024 }, { "epoch": 0.39, "learning_rate": 0.0006173520561685056, "loss": 1.4398, "theoretical_loss": 3.5939329599417458, "tokens_seen": 1283522560 }, { "epoch": 0.39, "learning_rate": 0.0006173319959879638, "loss": 1.431, "theoretical_loss": 3.5939164254067792, "tokens_seen": 1283588096 }, { "epoch": 0.39, "learning_rate": 0.0006173119358074223, "loss": 1.5255, "theoretical_loss": 3.593899891952355, "tokens_seen": 1283653632 }, { "epoch": 0.39, "learning_rate": 0.0006172918756268806, "loss": 1.5273, "theoretical_loss": 3.5938833595783484, "tokens_seen": 1283719168 }, { "epoch": 0.39, "learning_rate": 0.000617271815446339, "loss": 1.4313, "theoretical_loss": 3.593866828284633, "tokens_seen": 1283784704 }, { "epoch": 0.39, "learning_rate": 0.0006172517552657974, "loss": 1.6491, "theoretical_loss": 3.593850298071083, "tokens_seen": 1283850240 }, { "epoch": 0.39, "learning_rate": 0.0006172316950852558, "loss": 1.4934, "theoretical_loss": 3.5938337689375737, "tokens_seen": 1283915776 }, { "epoch": 0.39, "learning_rate": 0.0006172116349047141, "loss": 1.351, "theoretical_loss": 3.593817240883978, "tokens_seen": 1283981312 }, { "epoch": 0.39, "learning_rate": 0.0006171915747241726, "loss": 1.4609, "theoretical_loss": 3.593800713910171, "tokens_seen": 1284046848 }, { "epoch": 0.39, "learning_rate": 0.0006171715145436308, "loss": 1.5312, "theoretical_loss": 3.593784188016027, "tokens_seen": 1284112384 }, { "epoch": 0.39, "learning_rate": 0.0006171514543630893, "loss": 1.4617, "theoretical_loss": 3.59376766320142, "tokens_seen": 1284177920 }, { "epoch": 0.39, "learning_rate": 0.0006171313941825476, "loss": 1.4745, "theoretical_loss": 3.5937511394662254, "tokens_seen": 1284243456 }, { "epoch": 0.39, "learning_rate": 0.000617111334002006, "loss": 1.5321, "theoretical_loss": 3.593734616810316, "tokens_seen": 1284308992 }, { "epoch": 0.39, "learning_rate": 0.0006170912738214645, "loss": 1.377, "theoretical_loss": 3.5937180952335677, "tokens_seen": 1284374528 }, { "epoch": 0.39, "learning_rate": 0.0006170712136409227, "loss": 1.5813, "theoretical_loss": 3.593701574735854, "tokens_seen": 1284440064 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4954558312892914, "objective/train/docs_used": 470107, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4378275871276855, "objective/train/original_loss": 1.437827706336975, "objective/train/theoretical_loss": 3.5936850553170503, "objective/train/tokens_used": 1304965600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24565638601779938, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507944822311401, "objective/train/weighted_lm_loss": 1.5107450485229492, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0, "theoretical_loss": 3.5936850553170503, "tokens_seen": 1284505600 }, { "epoch": 0.39, "learning_rate": 0.0006170511534603812, "loss": 1.3972, "theoretical_loss": 3.5936850553170503, "tokens_seen": 1284505600 }, { "epoch": 0.39, "learning_rate": 0.0006170310932798396, "loss": 1.5083, "theoretical_loss": 3.59366853697703, "tokens_seen": 1284571136 }, { "epoch": 0.39, "learning_rate": 0.0006170110330992979, "loss": 1.5545, "theoretical_loss": 3.5936520197156683, "tokens_seen": 1284636672 }, { "epoch": 0.39, "learning_rate": 0.0006169909729187563, "loss": 1.4173, "theoretical_loss": 3.59363550353284, "tokens_seen": 1284702208 }, { "epoch": 0.39, "learning_rate": 0.0006169709127382148, "loss": 1.5604, "theoretical_loss": 3.593618988428419, "tokens_seen": 1284767744 }, { "epoch": 0.39, "learning_rate": 0.000616950852557673, "loss": 1.4656, "theoretical_loss": 3.59360247440228, "tokens_seen": 1284833280 }, { "epoch": 0.39, "learning_rate": 0.0006169307923771315, "loss": 1.4442, "theoretical_loss": 3.593585961454298, "tokens_seen": 1284898816 }, { "epoch": 0.39, "learning_rate": 0.0006169107321965897, "loss": 1.4172, "theoretical_loss": 3.593569449584347, "tokens_seen": 1284964352 }, { "epoch": 0.39, "learning_rate": 0.0006168906720160482, "loss": 1.4396, "theoretical_loss": 3.593552938792303, "tokens_seen": 1285029888 }, { "epoch": 0.39, "learning_rate": 0.0006168706118355066, "loss": 1.4291, "theoretical_loss": 3.5935364290780387, "tokens_seen": 1285095424 }, { "epoch": 0.39, "learning_rate": 0.0006168505516549649, "loss": 1.5044, "theoretical_loss": 3.5935199204414303, "tokens_seen": 1285160960 }, { "epoch": 0.39, "learning_rate": 0.0006168304914744233, "loss": 1.4552, "theoretical_loss": 3.5935034128823515, "tokens_seen": 1285226496 }, { "epoch": 0.39, "learning_rate": 0.0006168104312938817, "loss": 1.494, "theoretical_loss": 3.5934869064006785, "tokens_seen": 1285292032 }, { "epoch": 0.39, "learning_rate": 0.00061679037111334, "loss": 1.489, "theoretical_loss": 3.593470400996284, "tokens_seen": 1285357568 }, { "epoch": 0.39, "learning_rate": 0.0006167703109327985, "loss": 1.5658, "theoretical_loss": 3.5934538966690446, "tokens_seen": 1285423104 }, { "epoch": 0.39, "learning_rate": 0.0006167502507522567, "loss": 1.5179, "theoretical_loss": 3.593437393418834, "tokens_seen": 1285488640 }, { "epoch": 0.39, "learning_rate": 0.0006167301905717152, "loss": 1.4506, "theoretical_loss": 3.593420891245527, "tokens_seen": 1285554176 }, { "epoch": 0.39, "learning_rate": 0.0006167101303911735, "loss": 1.5246, "theoretical_loss": 3.593404390149, "tokens_seen": 1285619712 }, { "epoch": 0.39, "learning_rate": 0.0006166900702106319, "loss": 1.5078, "theoretical_loss": 3.593387890129126, "tokens_seen": 1285685248 }, { "epoch": 0.39, "learning_rate": 0.0006166700100300903, "loss": 1.6277, "theoretical_loss": 3.59337139118578, "tokens_seen": 1285750784 }, { "epoch": 0.39, "learning_rate": 0.0006166499498495487, "loss": 1.4918, "theoretical_loss": 3.5933548933188377, "tokens_seen": 1285816320 }, { "epoch": 0.39, "learning_rate": 0.000616629889669007, "loss": 1.3921, "theoretical_loss": 3.593338396528174, "tokens_seen": 1285881856 }, { "epoch": 0.39, "learning_rate": 0.0006166098294884655, "loss": 1.4667, "theoretical_loss": 3.593321900813663, "tokens_seen": 1285947392 }, { "epoch": 0.39, "learning_rate": 0.0006165897693079237, "loss": 1.5043, "theoretical_loss": 3.5933054061751806, "tokens_seen": 1286012928 }, { "epoch": 0.39, "learning_rate": 0.0006165697091273822, "loss": 1.5022, "theoretical_loss": 3.5932889126126017, "tokens_seen": 1286078464 }, { "epoch": 0.39, "learning_rate": 0.0006165496489468405, "loss": 1.6201, "theoretical_loss": 3.5932724201258006, "tokens_seen": 1286144000 }, { "epoch": 0.39, "learning_rate": 0.0006165295887662989, "loss": 1.4292, "theoretical_loss": 3.593255928714653, "tokens_seen": 1286209536 }, { "epoch": 0.39, "learning_rate": 0.0006165095285857573, "loss": 1.4231, "theoretical_loss": 3.5932394383790336, "tokens_seen": 1286275072 }, { "epoch": 0.39, "learning_rate": 0.0006164894684052157, "loss": 1.597, "theoretical_loss": 3.5932229491188172, "tokens_seen": 1286340608 }, { "epoch": 0.39, "learning_rate": 0.000616469408224674, "loss": 1.4441, "theoretical_loss": 3.59320646093388, "tokens_seen": 1286406144 }, { "epoch": 0.39, "learning_rate": 0.0006164493480441324, "loss": 1.3605, "theoretical_loss": 3.5931899738240958, "tokens_seen": 1286471680 }, { "epoch": 0.39, "learning_rate": 0.0006164292878635908, "loss": 1.5197, "theoretical_loss": 3.5931734877893398, "tokens_seen": 1286537216 }, { "epoch": 0.39, "learning_rate": 0.0006164092276830492, "loss": 1.5072, "theoretical_loss": 3.5931570028294884, "tokens_seen": 1286602752 }, { "epoch": 0.39, "learning_rate": 0.0006163891675025075, "loss": 1.4561, "theoretical_loss": 3.5931405189444154, "tokens_seen": 1286668288 }, { "epoch": 0.39, "learning_rate": 0.000616369107321966, "loss": 1.4637, "theoretical_loss": 3.593124036133997, "tokens_seen": 1286733824 }, { "epoch": 0.39, "learning_rate": 0.0006163490471414242, "loss": 1.5062, "theoretical_loss": 3.5931075543981077, "tokens_seen": 1286799360 }, { "epoch": 0.39, "learning_rate": 0.0006163289869608827, "loss": 1.5083, "theoretical_loss": 3.5930910737366233, "tokens_seen": 1286864896 }, { "epoch": 0.39, "learning_rate": 0.000616308926780341, "loss": 1.6134, "theoretical_loss": 3.5930745941494187, "tokens_seen": 1286930432 }, { "epoch": 0.39, "learning_rate": 0.0006162888665997994, "loss": 1.4863, "theoretical_loss": 3.593058115636369, "tokens_seen": 1286995968 }, { "epoch": 0.39, "learning_rate": 0.0006162688064192578, "loss": 1.3839, "theoretical_loss": 3.5930416381973496, "tokens_seen": 1287061504 }, { "epoch": 0.39, "learning_rate": 0.0006162487462387162, "loss": 1.5464, "theoretical_loss": 3.5930251618322364, "tokens_seen": 1287127040 }, { "epoch": 0.39, "learning_rate": 0.0006162286860581745, "loss": 1.3719, "theoretical_loss": 3.593008686540904, "tokens_seen": 1287192576 }, { "epoch": 0.39, "learning_rate": 0.000616208625877633, "loss": 1.4806, "theoretical_loss": 3.592992212323228, "tokens_seen": 1287258112 }, { "epoch": 0.39, "learning_rate": 0.0006161885656970912, "loss": 1.5262, "theoretical_loss": 3.5929757391790837, "tokens_seen": 1287323648 }, { "epoch": 0.39, "learning_rate": 0.0006161685055165497, "loss": 1.5605, "theoretical_loss": 3.5929592671083466, "tokens_seen": 1287389184 }, { "epoch": 0.39, "learning_rate": 0.000616148445336008, "loss": 1.5553, "theoretical_loss": 3.5929427961108926, "tokens_seen": 1287454720 }, { "epoch": 0.39, "learning_rate": 0.0006161283851554664, "loss": 1.5273, "theoretical_loss": 3.5929263261865962, "tokens_seen": 1287520256 }, { "epoch": 0.39, "learning_rate": 0.0006161083249749248, "loss": 1.3654, "theoretical_loss": 3.592909857335333, "tokens_seen": 1287585792 }, { "epoch": 0.39, "learning_rate": 0.0006160882647943831, "loss": 1.4562, "theoretical_loss": 3.5928933895569792, "tokens_seen": 1287651328 }, { "epoch": 0.39, "learning_rate": 0.0006160682046138415, "loss": 1.3844, "theoretical_loss": 3.59287692285141, "tokens_seen": 1287716864 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4860357940196991, "objective/train/docs_used": 471101, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3308324813842773, "objective/train/original_loss": 1.3308324813842773, "objective/train/theoretical_loss": 3.592860457218501, "objective/train/tokens_used": 1308242400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.23733286559581757, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0498099327087402, "objective/train/weighted_lm_loss": 1.396789789199829, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0168063640594482, "theoretical_loss": 3.592860457218501, "tokens_seen": 1287782400 }, { "epoch": 0.39, "learning_rate": 0.0006160481444333, "loss": 1.4951, "theoretical_loss": 3.592860457218501, "tokens_seen": 1287782400 }, { "epoch": 0.39, "learning_rate": 0.0006160280842527582, "loss": 1.4165, "theoretical_loss": 3.592843992658127, "tokens_seen": 1287847936 }, { "epoch": 0.39, "learning_rate": 0.0006160080240722167, "loss": 1.4679, "theoretical_loss": 3.5928275291701643, "tokens_seen": 1287913472 }, { "epoch": 0.39, "learning_rate": 0.000615987963891675, "loss": 1.4554, "theoretical_loss": 3.5928110667544884, "tokens_seen": 1287979008 }, { "epoch": 0.39, "learning_rate": 0.0006159679037111334, "loss": 1.4668, "theoretical_loss": 3.5927946054109747, "tokens_seen": 1288044544 }, { "epoch": 0.39, "learning_rate": 0.0006159478435305918, "loss": 1.5731, "theoretical_loss": 3.592778145139499, "tokens_seen": 1288110080 }, { "epoch": 0.39, "learning_rate": 0.0006159277833500501, "loss": 1.3664, "theoretical_loss": 3.592761685939937, "tokens_seen": 1288175616 }, { "epoch": 0.39, "learning_rate": 0.0006159077231695085, "loss": 1.3979, "theoretical_loss": 3.592745227812164, "tokens_seen": 1288241152 }, { "epoch": 0.39, "learning_rate": 0.000615887662988967, "loss": 1.5741, "theoretical_loss": 3.5927287707560565, "tokens_seen": 1288306688 }, { "epoch": 0.39, "learning_rate": 0.0006158676028084252, "loss": 1.4821, "theoretical_loss": 3.592712314771489, "tokens_seen": 1288372224 }, { "epoch": 0.39, "learning_rate": 0.0006158475426278837, "loss": 1.4514, "theoretical_loss": 3.5926958598583383, "tokens_seen": 1288437760 }, { "epoch": 0.39, "learning_rate": 0.000615827482447342, "loss": 1.3717, "theoretical_loss": 3.5926794060164795, "tokens_seen": 1288503296 }, { "epoch": 0.39, "learning_rate": 0.0006158074222668004, "loss": 1.4448, "theoretical_loss": 3.5926629532457883, "tokens_seen": 1288568832 }, { "epoch": 0.39, "learning_rate": 0.0006157873620862588, "loss": 1.4229, "theoretical_loss": 3.5926465015461413, "tokens_seen": 1288634368 }, { "epoch": 0.39, "learning_rate": 0.0006157673019057171, "loss": 1.4591, "theoretical_loss": 3.5926300509174136, "tokens_seen": 1288699904 }, { "epoch": 0.39, "learning_rate": 0.0006157472417251755, "loss": 1.4327, "theoretical_loss": 3.5926136013594814, "tokens_seen": 1288765440 }, { "epoch": 0.39, "learning_rate": 0.0006157271815446339, "loss": 1.4683, "theoretical_loss": 3.5925971528722203, "tokens_seen": 1288830976 }, { "epoch": 0.39, "learning_rate": 0.0006157071213640922, "loss": 1.4303, "theoretical_loss": 3.5925807054555063, "tokens_seen": 1288896512 }, { "epoch": 0.39, "learning_rate": 0.0006156870611835507, "loss": 1.5045, "theoretical_loss": 3.5925642591092153, "tokens_seen": 1288962048 }, { "epoch": 0.39, "learning_rate": 0.000615667001003009, "loss": 1.3996, "theoretical_loss": 3.5925478138332227, "tokens_seen": 1289027584 }, { "epoch": 0.39, "learning_rate": 0.0006156469408224674, "loss": 1.3208, "theoretical_loss": 3.5925313696274053, "tokens_seen": 1289093120 }, { "epoch": 0.39, "learning_rate": 0.0006156268806419258, "loss": 1.4176, "theoretical_loss": 3.5925149264916385, "tokens_seen": 1289158656 }, { "epoch": 0.39, "learning_rate": 0.0006156068204613841, "loss": 1.5721, "theoretical_loss": 3.592498484425799, "tokens_seen": 1289224192 }, { "epoch": 0.39, "learning_rate": 0.0006155867602808426, "loss": 1.4936, "theoretical_loss": 3.5924820434297615, "tokens_seen": 1289289728 }, { "epoch": 0.39, "learning_rate": 0.0006155667001003009, "loss": 1.437, "theoretical_loss": 3.592465603503403, "tokens_seen": 1289355264 }, { "epoch": 0.39, "learning_rate": 0.0006155466399197593, "loss": 1.6111, "theoretical_loss": 3.5924491646465997, "tokens_seen": 1289420800 }, { "epoch": 0.39, "learning_rate": 0.0006155265797392177, "loss": 1.534, "theoretical_loss": 3.5924327268592267, "tokens_seen": 1289486336 }, { "epoch": 0.39, "learning_rate": 0.0006155065195586761, "loss": 1.4, "theoretical_loss": 3.592416290141161, "tokens_seen": 1289551872 }, { "epoch": 0.39, "learning_rate": 0.0006154864593781344, "loss": 1.4678, "theoretical_loss": 3.592399854492278, "tokens_seen": 1289617408 }, { "epoch": 0.39, "learning_rate": 0.0006154663991975928, "loss": 1.4528, "theoretical_loss": 3.5923834199124545, "tokens_seen": 1289682944 }, { "epoch": 0.39, "learning_rate": 0.0006154463390170512, "loss": 1.4229, "theoretical_loss": 3.5923669864015664, "tokens_seen": 1289748480 }, { "epoch": 0.39, "learning_rate": 0.0006154262788365096, "loss": 1.4458, "theoretical_loss": 3.5923505539594895, "tokens_seen": 1289814016 }, { "epoch": 0.39, "learning_rate": 0.0006154062186559679, "loss": 1.3894, "theoretical_loss": 3.5923341225861005, "tokens_seen": 1289879552 }, { "epoch": 0.39, "learning_rate": 0.0006153861584754264, "loss": 1.4473, "theoretical_loss": 3.5923176922812754, "tokens_seen": 1289945088 }, { "epoch": 0.39, "learning_rate": 0.0006153660982948846, "loss": 1.4692, "theoretical_loss": 3.59230126304489, "tokens_seen": 1290010624 }, { "epoch": 0.39, "learning_rate": 0.0006153460381143431, "loss": 1.5096, "theoretical_loss": 3.5922848348768213, "tokens_seen": 1290076160 }, { "epoch": 0.39, "learning_rate": 0.0006153259779338014, "loss": 1.5731, "theoretical_loss": 3.592268407776945, "tokens_seen": 1290141696 }, { "epoch": 0.39, "learning_rate": 0.0006153059177532598, "loss": 1.4124, "theoretical_loss": 3.5922519817451377, "tokens_seen": 1290207232 }, { "epoch": 0.39, "learning_rate": 0.0006152858575727182, "loss": 1.5286, "theoretical_loss": 3.592235556781276, "tokens_seen": 1290272768 }, { "epoch": 0.39, "learning_rate": 0.0006152657973921766, "loss": 1.337, "theoretical_loss": 3.592219132885235, "tokens_seen": 1290338304 }, { "epoch": 0.39, "learning_rate": 0.0006152457372116349, "loss": 1.5065, "theoretical_loss": 3.5922027100568923, "tokens_seen": 1290403840 }, { "epoch": 0.39, "learning_rate": 0.0006152256770310934, "loss": 1.4479, "theoretical_loss": 3.5921862882961237, "tokens_seen": 1290469376 }, { "epoch": 0.39, "learning_rate": 0.0006152056168505516, "loss": 1.5041, "theoretical_loss": 3.5921698676028058, "tokens_seen": 1290534912 }, { "epoch": 0.39, "learning_rate": 0.0006151855566700101, "loss": 1.4433, "theoretical_loss": 3.5921534479768154, "tokens_seen": 1290600448 }, { "epoch": 0.39, "learning_rate": 0.0006151654964894684, "loss": 1.333, "theoretical_loss": 3.592137029418028, "tokens_seen": 1290665984 }, { "epoch": 0.39, "learning_rate": 0.0006151454363089268, "loss": 1.4371, "theoretical_loss": 3.5921206119263207, "tokens_seen": 1290731520 }, { "epoch": 0.39, "learning_rate": 0.0006151253761283852, "loss": 1.4068, "theoretical_loss": 3.59210419550157, "tokens_seen": 1290797056 }, { "epoch": 0.39, "learning_rate": 0.0006151053159478435, "loss": 1.3383, "theoretical_loss": 3.592087780143652, "tokens_seen": 1290862592 }, { "epoch": 0.39, "learning_rate": 0.0006150852557673019, "loss": 1.6343, "theoretical_loss": 3.5920713658524432, "tokens_seen": 1290928128 }, { "epoch": 0.39, "learning_rate": 0.0006150651955867604, "loss": 1.4595, "theoretical_loss": 3.5920549526278207, "tokens_seen": 1290993664 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.49279874563217163, "objective/train/docs_used": 472355, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4964741468429565, "objective/train/original_loss": 1.496474266052246, "objective/train/theoretical_loss": 3.5920385404696606, "objective/train/tokens_used": 1311519200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24349567294120789, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505177974700928, "objective/train/weighted_lm_loss": 1.572201132774353, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.5920385404696606, "tokens_seen": 1291059200 }, { "epoch": 0.39, "learning_rate": 0.0006150451354062186, "loss": 1.4985, "theoretical_loss": 3.5920385404696606, "tokens_seen": 1291059200 }, { "epoch": 0.39, "learning_rate": 0.0006150250752256771, "loss": 1.5096, "theoretical_loss": 3.5920221293778396, "tokens_seen": 1291124736 }, { "epoch": 0.39, "learning_rate": 0.0006150050150451355, "loss": 1.3804, "theoretical_loss": 3.592005719352234, "tokens_seen": 1291190272 }, { "epoch": 0.39, "learning_rate": 0.0006149849548645938, "loss": 1.4752, "theoretical_loss": 3.591989310392721, "tokens_seen": 1291255808 }, { "epoch": 0.39, "learning_rate": 0.0006149648946840522, "loss": 1.5077, "theoretical_loss": 3.591972902499177, "tokens_seen": 1291321344 }, { "epoch": 0.39, "learning_rate": 0.0006149448345035105, "loss": 1.4894, "theoretical_loss": 3.5919564956714787, "tokens_seen": 1291386880 }, { "epoch": 0.39, "learning_rate": 0.0006149247743229689, "loss": 1.4296, "theoretical_loss": 3.591940089909502, "tokens_seen": 1291452416 }, { "epoch": 0.39, "learning_rate": 0.0006149047141424274, "loss": 1.433, "theoretical_loss": 3.591923685213125, "tokens_seen": 1291517952 }, { "epoch": 0.39, "learning_rate": 0.0006148846539618856, "loss": 1.5303, "theoretical_loss": 3.5919072815822233, "tokens_seen": 1291583488 }, { "epoch": 0.39, "learning_rate": 0.0006148645937813441, "loss": 1.5167, "theoretical_loss": 3.5918908790166744, "tokens_seen": 1291649024 }, { "epoch": 0.39, "learning_rate": 0.0006148445336008023, "loss": 1.496, "theoretical_loss": 3.5918744775163542, "tokens_seen": 1291714560 }, { "epoch": 0.39, "learning_rate": 0.0006148244734202608, "loss": 1.4964, "theoretical_loss": 3.5918580770811404, "tokens_seen": 1291780096 }, { "epoch": 0.39, "learning_rate": 0.0006148044132397192, "loss": 1.3589, "theoretical_loss": 3.5918416777109092, "tokens_seen": 1291845632 }, { "epoch": 0.39, "learning_rate": 0.0006147843530591775, "loss": 1.466, "theoretical_loss": 3.591825279405538, "tokens_seen": 1291911168 }, { "epoch": 0.39, "learning_rate": 0.0006147642928786359, "loss": 1.4693, "theoretical_loss": 3.5918088821649024, "tokens_seen": 1291976704 }, { "epoch": 0.39, "learning_rate": 0.0006147442326980943, "loss": 1.341, "theoretical_loss": 3.5917924859888806, "tokens_seen": 1292042240 }, { "epoch": 0.39, "learning_rate": 0.0006147241725175526, "loss": 1.4421, "theoretical_loss": 3.591776090877349, "tokens_seen": 1292107776 }, { "epoch": 0.39, "learning_rate": 0.0006147041123370111, "loss": 1.5815, "theoretical_loss": 3.5917596968301844, "tokens_seen": 1292173312 }, { "epoch": 0.39, "learning_rate": 0.0006146840521564694, "loss": 1.4846, "theoretical_loss": 3.591743303847264, "tokens_seen": 1292238848 }, { "epoch": 0.39, "learning_rate": 0.0006146639919759278, "loss": 1.5661, "theoretical_loss": 3.5917269119284643, "tokens_seen": 1292304384 }, { "epoch": 0.39, "learning_rate": 0.0006146439317953862, "loss": 1.5385, "theoretical_loss": 3.5917105210736624, "tokens_seen": 1292369920 }, { "epoch": 0.39, "learning_rate": 0.0006146238716148445, "loss": 1.4882, "theoretical_loss": 3.5916941312827357, "tokens_seen": 1292435456 }, { "epoch": 0.39, "learning_rate": 0.0006146038114343029, "loss": 1.5288, "theoretical_loss": 3.591677742555561, "tokens_seen": 1292500992 }, { "epoch": 0.39, "learning_rate": 0.0006145837512537613, "loss": 1.4909, "theoretical_loss": 3.5916613548920147, "tokens_seen": 1292566528 }, { "epoch": 0.39, "learning_rate": 0.0006145636910732196, "loss": 1.4093, "theoretical_loss": 3.591644968291975, "tokens_seen": 1292632064 }, { "epoch": 0.39, "learning_rate": 0.0006145436308926781, "loss": 1.4811, "theoretical_loss": 3.5916285827553187, "tokens_seen": 1292697600 }, { "epoch": 0.39, "learning_rate": 0.0006145235707121364, "loss": 1.4813, "theoretical_loss": 3.5916121982819216, "tokens_seen": 1292763136 }, { "epoch": 0.39, "learning_rate": 0.0006145035105315948, "loss": 1.3349, "theoretical_loss": 3.5915958148716625, "tokens_seen": 1292828672 }, { "epoch": 0.39, "learning_rate": 0.0006144834503510531, "loss": 1.516, "theoretical_loss": 3.5915794325244175, "tokens_seen": 1292894208 }, { "epoch": 0.39, "learning_rate": 0.0006144633901705116, "loss": 1.5646, "theoretical_loss": 3.5915630512400636, "tokens_seen": 1292959744 }, { "epoch": 0.39, "learning_rate": 0.0006144433299899699, "loss": 1.4927, "theoretical_loss": 3.591546671018479, "tokens_seen": 1293025280 }, { "epoch": 0.39, "learning_rate": 0.0006144232698094283, "loss": 1.4271, "theoretical_loss": 3.5915302918595398, "tokens_seen": 1293090816 }, { "epoch": 0.39, "learning_rate": 0.0006144032096288866, "loss": 1.4414, "theoretical_loss": 3.5915139137631242, "tokens_seen": 1293156352 }, { "epoch": 0.39, "learning_rate": 0.000614383149448345, "loss": 1.4091, "theoretical_loss": 3.5914975367291087, "tokens_seen": 1293221888 }, { "epoch": 0.39, "learning_rate": 0.0006143630892678034, "loss": 1.406, "theoretical_loss": 3.591481160757371, "tokens_seen": 1293287424 }, { "epoch": 0.39, "learning_rate": 0.0006143430290872618, "loss": 1.4339, "theoretical_loss": 3.591464785847788, "tokens_seen": 1293352960 }, { "epoch": 0.39, "learning_rate": 0.0006143229689067201, "loss": 1.5095, "theoretical_loss": 3.5914484120002372, "tokens_seen": 1293418496 }, { "epoch": 0.39, "learning_rate": 0.0006143029087261786, "loss": 1.3986, "theoretical_loss": 3.5914320392145953, "tokens_seen": 1293484032 }, { "epoch": 0.39, "learning_rate": 0.0006142828485456369, "loss": 1.4986, "theoretical_loss": 3.591415667490741, "tokens_seen": 1293549568 }, { "epoch": 0.39, "learning_rate": 0.0006142627883650953, "loss": 1.5345, "theoretical_loss": 3.59139929682855, "tokens_seen": 1293615104 }, { "epoch": 0.39, "learning_rate": 0.0006142427281845536, "loss": 1.465, "theoretical_loss": 3.591382927227902, "tokens_seen": 1293680640 }, { "epoch": 0.39, "learning_rate": 0.000614222668004012, "loss": 1.4994, "theoretical_loss": 3.5913665586886716, "tokens_seen": 1293746176 }, { "epoch": 0.39, "learning_rate": 0.0006142026078234704, "loss": 1.5255, "theoretical_loss": 3.591350191210738, "tokens_seen": 1293811712 }, { "epoch": 0.39, "learning_rate": 0.0006141825476429288, "loss": 1.4495, "theoretical_loss": 3.591333824793978, "tokens_seen": 1293877248 }, { "epoch": 0.39, "learning_rate": 0.0006141624874623871, "loss": 1.6615, "theoretical_loss": 3.5913174594382693, "tokens_seen": 1293942784 }, { "epoch": 0.39, "learning_rate": 0.0006141424272818456, "loss": 1.4252, "theoretical_loss": 3.5913010951434896, "tokens_seen": 1294008320 }, { "epoch": 0.39, "learning_rate": 0.0006141223671013038, "loss": 1.5514, "theoretical_loss": 3.591284731909516, "tokens_seen": 1294073856 }, { "epoch": 0.39, "learning_rate": 0.0006141023069207623, "loss": 1.5313, "theoretical_loss": 3.591268369736226, "tokens_seen": 1294139392 }, { "epoch": 0.39, "learning_rate": 0.0006140822467402208, "loss": 1.4596, "theoretical_loss": 3.5912520086234974, "tokens_seen": 1294204928 }, { "epoch": 0.39, "learning_rate": 0.000614062186559679, "loss": 1.5663, "theoretical_loss": 3.591235648571207, "tokens_seen": 1294270464 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.49386945366859436, "objective/train/docs_used": 473604, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4118523597717285, "objective/train/original_loss": 1.411852240562439, "objective/train/theoretical_loss": 3.591219289579233, "objective/train/tokens_used": 1314796000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24412734806537628, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0506280660629272, "objective/train/weighted_lm_loss": 1.4832409620285034, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 1.0253151655197144, "theoretical_loss": 3.591219289579233, "tokens_seen": 1294336000 }, { "epoch": 0.39, "learning_rate": 0.0006140421263791375, "loss": 1.4342, "theoretical_loss": 3.591219289579233, "tokens_seen": 1294336000 }, { "epoch": 0.39, "learning_rate": 0.0006140220661985959, "loss": 1.4502, "theoretical_loss": 3.591202931647454, "tokens_seen": 1294401536 }, { "epoch": 0.39, "learning_rate": 0.0006140020060180542, "loss": 1.579, "theoretical_loss": 3.5911865747757457, "tokens_seen": 1294467072 }, { "epoch": 0.39, "learning_rate": 0.0006139819458375126, "loss": 1.4593, "theoretical_loss": 3.5911702189639874, "tokens_seen": 1294532608 }, { "epoch": 0.39, "learning_rate": 0.0006139618856569709, "loss": 1.4527, "theoretical_loss": 3.591153864212055, "tokens_seen": 1294598144 }, { "epoch": 0.39, "learning_rate": 0.0006139418254764293, "loss": 1.4339, "theoretical_loss": 3.591137510519828, "tokens_seen": 1294663680 }, { "epoch": 0.39, "learning_rate": 0.0006139217652958878, "loss": 1.5333, "theoretical_loss": 3.5911211578871827, "tokens_seen": 1294729216 }, { "epoch": 0.39, "learning_rate": 0.000613901705115346, "loss": 1.4081, "theoretical_loss": 3.5911048063139983, "tokens_seen": 1294794752 }, { "epoch": 0.39, "learning_rate": 0.0006138816449348045, "loss": 1.4726, "theoretical_loss": 3.5910884558001506, "tokens_seen": 1294860288 }, { "epoch": 0.39, "learning_rate": 0.0006138615847542627, "loss": 1.4387, "theoretical_loss": 3.591072106345519, "tokens_seen": 1294925824 }, { "epoch": 0.39, "learning_rate": 0.0006138415245737212, "loss": 1.4435, "theoretical_loss": 3.591055757949981, "tokens_seen": 1294991360 }, { "epoch": 0.39, "learning_rate": 0.0006138214643931796, "loss": 1.6442, "theoretical_loss": 3.591039410613413, "tokens_seen": 1295056896 }, { "epoch": 0.39, "learning_rate": 0.0006138014042126379, "loss": 1.4791, "theoretical_loss": 3.591023064335695, "tokens_seen": 1295122432 }, { "epoch": 0.39, "learning_rate": 0.0006137813440320963, "loss": 1.5173, "theoretical_loss": 3.591006719116703, "tokens_seen": 1295187968 }, { "epoch": 0.39, "learning_rate": 0.0006137612838515547, "loss": 1.4427, "theoretical_loss": 3.590990374956316, "tokens_seen": 1295253504 }, { "epoch": 0.39, "learning_rate": 0.000613741223671013, "loss": 1.5982, "theoretical_loss": 3.590974031854411, "tokens_seen": 1295319040 }, { "epoch": 0.39, "learning_rate": 0.0006137211634904715, "loss": 1.462, "theoretical_loss": 3.590957689810867, "tokens_seen": 1295384576 }, { "epoch": 0.39, "learning_rate": 0.0006137011033099298, "loss": 1.5352, "theoretical_loss": 3.5909413488255613, "tokens_seen": 1295450112 }, { "epoch": 0.39, "learning_rate": 0.0006136810431293882, "loss": 1.4919, "theoretical_loss": 3.5909250088983713, "tokens_seen": 1295515648 }, { "epoch": 0.39, "learning_rate": 0.0006136609829488466, "loss": 1.5255, "theoretical_loss": 3.590908670029176, "tokens_seen": 1295581184 }, { "epoch": 0.39, "learning_rate": 0.000613640922768305, "loss": 1.5196, "theoretical_loss": 3.5908923322178525, "tokens_seen": 1295646720 }, { "epoch": 0.39, "learning_rate": 0.0006136208625877633, "loss": 1.5791, "theoretical_loss": 3.5908759954642795, "tokens_seen": 1295712256 }, { "epoch": 0.39, "learning_rate": 0.0006136008024072217, "loss": 1.459, "theoretical_loss": 3.5908596597683347, "tokens_seen": 1295777792 }, { "epoch": 0.39, "learning_rate": 0.00061358074222668, "loss": 1.346, "theoretical_loss": 3.590843325129896, "tokens_seen": 1295843328 }, { "epoch": 0.39, "learning_rate": 0.0006135606820461385, "loss": 1.5194, "theoretical_loss": 3.590826991548842, "tokens_seen": 1295908864 }, { "epoch": 0.39, "learning_rate": 0.0006135406218655968, "loss": 1.458, "theoretical_loss": 3.59081065902505, "tokens_seen": 1295974400 }, { "epoch": 0.39, "learning_rate": 0.0006135205616850552, "loss": 1.5398, "theoretical_loss": 3.590794327558399, "tokens_seen": 1296039936 }, { "epoch": 0.39, "learning_rate": 0.0006135005015045135, "loss": 1.3746, "theoretical_loss": 3.5907779971487663, "tokens_seen": 1296105472 }, { "epoch": 0.39, "learning_rate": 0.000613480441323972, "loss": 1.437, "theoretical_loss": 3.5907616677960306, "tokens_seen": 1296171008 }, { "epoch": 0.39, "learning_rate": 0.0006134603811434303, "loss": 1.4561, "theoretical_loss": 3.5907453395000695, "tokens_seen": 1296236544 }, { "epoch": 0.39, "learning_rate": 0.0006134403209628887, "loss": 1.4657, "theoretical_loss": 3.590729012260762, "tokens_seen": 1296302080 }, { "epoch": 0.39, "learning_rate": 0.000613420260782347, "loss": 1.4892, "theoretical_loss": 3.5907126860779854, "tokens_seen": 1296367616 }, { "epoch": 0.39, "learning_rate": 0.0006134002006018054, "loss": 1.5106, "theoretical_loss": 3.5906963609516183, "tokens_seen": 1296433152 }, { "epoch": 0.39, "learning_rate": 0.0006133801404212638, "loss": 1.5126, "theoretical_loss": 3.5906800368815395, "tokens_seen": 1296498688 }, { "epoch": 0.39, "learning_rate": 0.0006133600802407222, "loss": 1.5802, "theoretical_loss": 3.5906637138676265, "tokens_seen": 1296564224 }, { "epoch": 0.39, "learning_rate": 0.0006133400200601805, "loss": 1.5107, "theoretical_loss": 3.590647391909758, "tokens_seen": 1296629760 }, { "epoch": 0.39, "learning_rate": 0.000613319959879639, "loss": 1.4534, "theoretical_loss": 3.590631071007812, "tokens_seen": 1296695296 }, { "epoch": 0.39, "learning_rate": 0.0006132998996990973, "loss": 1.4605, "theoretical_loss": 3.5906147511616675, "tokens_seen": 1296760832 }, { "epoch": 0.39, "learning_rate": 0.0006132798395185557, "loss": 1.4124, "theoretical_loss": 3.590598432371202, "tokens_seen": 1296826368 }, { "epoch": 0.39, "learning_rate": 0.000613259779338014, "loss": 1.4656, "theoretical_loss": 3.5905821146362946, "tokens_seen": 1296891904 }, { "epoch": 0.39, "learning_rate": 0.0006132397191574724, "loss": 1.4636, "theoretical_loss": 3.590565797956822, "tokens_seen": 1296957440 }, { "epoch": 0.39, "learning_rate": 0.0006132196589769308, "loss": 1.4017, "theoretical_loss": 3.5905494823326656, "tokens_seen": 1297022976 }, { "epoch": 0.39, "learning_rate": 0.0006131995987963892, "loss": 1.464, "theoretical_loss": 3.5905331677637013, "tokens_seen": 1297088512 }, { "epoch": 0.39, "learning_rate": 0.0006131795386158475, "loss": 1.4814, "theoretical_loss": 3.5905168542498087, "tokens_seen": 1297154048 }, { "epoch": 0.39, "learning_rate": 0.000613159478435306, "loss": 1.4851, "theoretical_loss": 3.5905005417908655, "tokens_seen": 1297219584 }, { "epoch": 0.39, "learning_rate": 0.0006131394182547642, "loss": 1.4448, "theoretical_loss": 3.5904842303867515, "tokens_seen": 1297285120 }, { "epoch": 0.39, "learning_rate": 0.0006131193580742227, "loss": 1.4461, "theoretical_loss": 3.5904679200373435, "tokens_seen": 1297350656 }, { "epoch": 0.39, "learning_rate": 0.0006130992978936811, "loss": 1.4371, "theoretical_loss": 3.5904516107425213, "tokens_seen": 1297416192 }, { "epoch": 0.39, "learning_rate": 0.0006130792377131394, "loss": 1.4534, "theoretical_loss": 3.5904353025021627, "tokens_seen": 1297481728 }, { "epoch": 0.39, "learning_rate": 0.0006130591775325978, "loss": 1.4262, "theoretical_loss": 3.590418995316147, "tokens_seen": 1297547264 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.49484673142433167, "objective/train/docs_used": 474727, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3615150451660156, "objective/train/original_loss": 1.3615148067474365, "objective/train/theoretical_loss": 3.5904026891843523, "objective/train/tokens_used": 1318072800, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24520966410636902, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0507313013076782, "objective/train/weighted_lm_loss": 1.4305227994918823, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.9048373699188232, "theoretical_loss": 3.5904026891843523, "tokens_seen": 1297612800 }, { "epoch": 0.39, "learning_rate": 0.0006130391173520563, "loss": 1.476, "theoretical_loss": 3.5904026891843523, "tokens_seen": 1297612800 }, { "epoch": 0.39, "learning_rate": 0.0006130190571715145, "loss": 1.4232, "theoretical_loss": 3.5903863841066572, "tokens_seen": 1297678336 }, { "epoch": 0.39, "learning_rate": 0.000612998996990973, "loss": 1.3696, "theoretical_loss": 3.5903700800829403, "tokens_seen": 1297743872 }, { "epoch": 0.39, "learning_rate": 0.0006129789368104312, "loss": 1.4494, "theoretical_loss": 3.5903537771130805, "tokens_seen": 1297809408 }, { "epoch": 0.39, "learning_rate": 0.0006129588766298897, "loss": 1.3644, "theoretical_loss": 3.5903374751969563, "tokens_seen": 1297874944 }, { "epoch": 0.39, "learning_rate": 0.0006129388164493481, "loss": 1.3584, "theoretical_loss": 3.5903211743344468, "tokens_seen": 1297940480 }, { "epoch": 0.39, "learning_rate": 0.0006129187562688064, "loss": 1.3884, "theoretical_loss": 3.5903048745254296, "tokens_seen": 1298006016 }, { "epoch": 0.39, "learning_rate": 0.0006128986960882648, "loss": 1.4327, "theoretical_loss": 3.590288575769785, "tokens_seen": 1298071552 }, { "epoch": 0.39, "learning_rate": 0.0006128786359077231, "loss": 1.487, "theoretical_loss": 3.59027227806739, "tokens_seen": 1298137088 }, { "epoch": 0.39, "learning_rate": 0.0006128585757271815, "loss": 1.5533, "theoretical_loss": 3.5902559814181254, "tokens_seen": 1298202624 }, { "epoch": 0.39, "learning_rate": 0.00061283851554664, "loss": 1.4426, "theoretical_loss": 3.590239685821868, "tokens_seen": 1298268160 }, { "epoch": 0.39, "learning_rate": 0.0006128184553660982, "loss": 1.4798, "theoretical_loss": 3.590223391278498, "tokens_seen": 1298333696 }, { "epoch": 0.39, "learning_rate": 0.0006127983951855567, "loss": 1.3497, "theoretical_loss": 3.5902070977878937, "tokens_seen": 1298399232 }, { "epoch": 0.39, "learning_rate": 0.000612778335005015, "loss": 1.5744, "theoretical_loss": 3.5901908053499336, "tokens_seen": 1298464768 }, { "epoch": 0.39, "learning_rate": 0.0006127582748244734, "loss": 1.3599, "theoretical_loss": 3.590174513964497, "tokens_seen": 1298530304 }, { "epoch": 0.39, "learning_rate": 0.0006127382146439318, "loss": 1.4539, "theoretical_loss": 3.5901582236314633, "tokens_seen": 1298595840 }, { "epoch": 0.39, "learning_rate": 0.0006127181544633902, "loss": 1.3697, "theoretical_loss": 3.5901419343507106, "tokens_seen": 1298661376 }, { "epoch": 0.39, "learning_rate": 0.0006126980942828485, "loss": 1.3218, "theoretical_loss": 3.5901256461221176, "tokens_seen": 1298726912 }, { "epoch": 0.39, "learning_rate": 0.000612678034102307, "loss": 1.6308, "theoretical_loss": 3.590109358945564, "tokens_seen": 1298792448 }, { "epoch": 0.39, "learning_rate": 0.0006126579739217652, "loss": 1.4383, "theoretical_loss": 3.5900930728209284, "tokens_seen": 1298857984 }, { "epoch": 0.39, "learning_rate": 0.0006126379137412237, "loss": 1.393, "theoretical_loss": 3.5900767877480906, "tokens_seen": 1298923520 }, { "epoch": 0.39, "learning_rate": 0.000612617853560682, "loss": 1.4797, "theoretical_loss": 3.590060503726928, "tokens_seen": 1298989056 }, { "epoch": 0.39, "learning_rate": 0.0006125977933801404, "loss": 1.3843, "theoretical_loss": 3.5900442207573207, "tokens_seen": 1299054592 }, { "epoch": 0.39, "learning_rate": 0.0006125777331995989, "loss": 1.4598, "theoretical_loss": 3.590027938839148, "tokens_seen": 1299120128 }, { "epoch": 0.39, "learning_rate": 0.0006125576730190572, "loss": 1.3987, "theoretical_loss": 3.5900116579722883, "tokens_seen": 1299185664 }, { "epoch": 0.39, "learning_rate": 0.0006125376128385156, "loss": 1.4098, "theoretical_loss": 3.5899953781566207, "tokens_seen": 1299251200 }, { "epoch": 0.39, "learning_rate": 0.0006125175526579739, "loss": 1.558, "theoretical_loss": 3.589979099392025, "tokens_seen": 1299316736 }, { "epoch": 0.39, "learning_rate": 0.0006124974924774324, "loss": 1.4071, "theoretical_loss": 3.5899628216783794, "tokens_seen": 1299382272 }, { "epoch": 0.39, "learning_rate": 0.0006124774322968907, "loss": 1.5051, "theoretical_loss": 3.5899465450155637, "tokens_seen": 1299447808 }, { "epoch": 0.39, "learning_rate": 0.0006124573721163491, "loss": 1.4781, "theoretical_loss": 3.5899302694034567, "tokens_seen": 1299513344 }, { "epoch": 0.39, "learning_rate": 0.0006124373119358074, "loss": 1.5439, "theoretical_loss": 3.5899139948419383, "tokens_seen": 1299578880 }, { "epoch": 0.39, "learning_rate": 0.0006124172517552658, "loss": 1.4847, "theoretical_loss": 3.5898977213308867, "tokens_seen": 1299644416 }, { "epoch": 0.39, "learning_rate": 0.0006123971915747242, "loss": 1.4704, "theoretical_loss": 3.589881448870182, "tokens_seen": 1299709952 }, { "epoch": 0.39, "learning_rate": 0.0006123771313941826, "loss": 1.3473, "theoretical_loss": 3.5898651774597026, "tokens_seen": 1299775488 }, { "epoch": 0.39, "learning_rate": 0.0006123570712136409, "loss": 1.4964, "theoretical_loss": 3.589848907099329, "tokens_seen": 1299841024 }, { "epoch": 0.39, "learning_rate": 0.0006123370110330994, "loss": 1.5368, "theoretical_loss": 3.5898326377889394, "tokens_seen": 1299906560 }, { "epoch": 0.39, "learning_rate": 0.0006123169508525577, "loss": 1.5539, "theoretical_loss": 3.589816369528413, "tokens_seen": 1299972096 }, { "epoch": 0.39, "learning_rate": 0.0006122968906720161, "loss": 1.4628, "theoretical_loss": 3.5898001023176302, "tokens_seen": 1300037632 }, { "epoch": 0.39, "learning_rate": 0.0006122768304914744, "loss": 1.42, "theoretical_loss": 3.589783836156469, "tokens_seen": 1300103168 }, { "epoch": 0.39, "learning_rate": 0.0006122567703109328, "loss": 1.4212, "theoretical_loss": 3.58976757104481, "tokens_seen": 1300168704 }, { "epoch": 0.39, "learning_rate": 0.0006122367101303912, "loss": 1.4716, "theoretical_loss": 3.5897513069825324, "tokens_seen": 1300234240 }, { "epoch": 0.39, "learning_rate": 0.0006122166499498496, "loss": 1.4437, "theoretical_loss": 3.5897350439695144, "tokens_seen": 1300299776 }, { "epoch": 0.39, "learning_rate": 0.0006121965897693079, "loss": 1.5316, "theoretical_loss": 3.589718782005637, "tokens_seen": 1300365312 }, { "epoch": 0.39, "learning_rate": 0.0006121765295887664, "loss": 1.4168, "theoretical_loss": 3.589702521090779, "tokens_seen": 1300430848 }, { "epoch": 0.39, "learning_rate": 0.0006121564694082246, "loss": 1.5325, "theoretical_loss": 3.589686261224819, "tokens_seen": 1300496384 }, { "epoch": 0.39, "learning_rate": 0.0006121364092276831, "loss": 1.4342, "theoretical_loss": 3.5896700024076384, "tokens_seen": 1300561920 }, { "epoch": 0.39, "learning_rate": 0.0006121163490471415, "loss": 1.4699, "theoretical_loss": 3.589653744639115, "tokens_seen": 1300627456 }, { "epoch": 0.39, "learning_rate": 0.0006120962888665998, "loss": 1.5681, "theoretical_loss": 3.5896374879191293, "tokens_seen": 1300692992 }, { "epoch": 0.39, "learning_rate": 0.0006120762286860582, "loss": 1.4326, "theoretical_loss": 3.5896212322475605, "tokens_seen": 1300758528 }, { "epoch": 0.39, "learning_rate": 0.0006120561685055167, "loss": 1.4532, "theoretical_loss": 3.589604977624288, "tokens_seen": 1300824064 }, { "epoch": 0.39, "objective/train/advantage_avg": 0.4960155189037323, "objective/train/docs_used": 475730, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3575814962387085, "objective/train/original_loss": 1.3575811386108398, "objective/train/theoretical_loss": 3.5895887240491917, "objective/train/tokens_used": 1321349600, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24630206823349, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0508538484573364, "objective/train/weighted_lm_loss": 1.4266254901885986, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.5895887240491917, "tokens_seen": 1300889600 }, { "epoch": 0.39, "learning_rate": 0.0006120361083249749, "loss": 1.5063, "theoretical_loss": 3.5895887240491917, "tokens_seen": 1300889600 }, { "epoch": 0.39, "learning_rate": 0.0006120160481444334, "loss": 1.3876, "theoretical_loss": 3.589572471522151, "tokens_seen": 1300955136 }, { "epoch": 0.39, "learning_rate": 0.0006119959879638916, "loss": 1.5121, "theoretical_loss": 3.589556220043046, "tokens_seen": 1301020672 }, { "epoch": 0.39, "learning_rate": 0.0006119759277833501, "loss": 1.4597, "theoretical_loss": 3.5895399696117556, "tokens_seen": 1301086208 }, { "epoch": 0.39, "learning_rate": 0.0006119558676028085, "loss": 1.5546, "theoretical_loss": 3.5895237202281596, "tokens_seen": 1301151744 }, { "epoch": 0.39, "learning_rate": 0.0006119358074222668, "loss": 1.4002, "theoretical_loss": 3.589507471892138, "tokens_seen": 1301217280 }, { "epoch": 0.39, "learning_rate": 0.0006119157472417252, "loss": 1.4638, "theoretical_loss": 3.589491224603571, "tokens_seen": 1301282816 }, { "epoch": 0.39, "learning_rate": 0.0006118956870611835, "loss": 1.458, "theoretical_loss": 3.5894749783623374, "tokens_seen": 1301348352 }, { "epoch": 0.39, "learning_rate": 0.0006118756268806419, "loss": 1.5404, "theoretical_loss": 3.589458733168317, "tokens_seen": 1301413888 }, { "epoch": 0.39, "learning_rate": 0.0006118555667001004, "loss": 1.4635, "theoretical_loss": 3.5894424890213905, "tokens_seen": 1301479424 }, { "epoch": 0.39, "learning_rate": 0.0006118355065195586, "loss": 1.4206, "theoretical_loss": 3.5894262459214366, "tokens_seen": 1301544960 }, { "epoch": 0.39, "learning_rate": 0.0006118154463390171, "loss": 1.3871, "theoretical_loss": 3.589410003868336, "tokens_seen": 1301610496 }, { "epoch": 0.39, "learning_rate": 0.0006117953861584754, "loss": 1.5326, "theoretical_loss": 3.5893937628619677, "tokens_seen": 1301676032 }, { "epoch": 0.39, "learning_rate": 0.0006117753259779338, "loss": 1.4681, "theoretical_loss": 3.589377522902212, "tokens_seen": 1301741568 }, { "epoch": 0.39, "learning_rate": 0.0006117552657973922, "loss": 1.3505, "theoretical_loss": 3.589361283988948, "tokens_seen": 1301807104 }, { "epoch": 0.39, "learning_rate": 0.0006117352056168506, "loss": 1.5717, "theoretical_loss": 3.5893450461220575, "tokens_seen": 1301872640 }, { "epoch": 0.39, "learning_rate": 0.0006117151454363089, "loss": 1.4255, "theoretical_loss": 3.589328809301419, "tokens_seen": 1301938176 }, { "epoch": 0.39, "learning_rate": 0.0006116950852557674, "loss": 1.4345, "theoretical_loss": 3.589312573526912, "tokens_seen": 1302003712 }, { "epoch": 0.39, "learning_rate": 0.0006116750250752256, "loss": 1.4196, "theoretical_loss": 3.589296338798418, "tokens_seen": 1302069248 }, { "epoch": 0.39, "learning_rate": 0.0006116549648946841, "loss": 1.4472, "theoretical_loss": 3.589280105115815, "tokens_seen": 1302134784 }, { "epoch": 0.39, "learning_rate": 0.0006116349047141424, "loss": 1.521, "theoretical_loss": 3.5892638724789845, "tokens_seen": 1302200320 }, { "epoch": 0.39, "learning_rate": 0.0006116148445336008, "loss": 1.5678, "theoretical_loss": 3.5892476408878062, "tokens_seen": 1302265856 }, { "epoch": 0.39, "learning_rate": 0.0006115947843530592, "loss": 1.4158, "theoretical_loss": 3.5892314103421596, "tokens_seen": 1302331392 }, { "epoch": 0.39, "learning_rate": 0.0006115747241725176, "loss": 1.4063, "theoretical_loss": 3.5892151808419257, "tokens_seen": 1302396928 }, { "epoch": 0.39, "learning_rate": 0.0006115546639919759, "loss": 1.3836, "theoretical_loss": 3.589198952386983, "tokens_seen": 1302462464 }, { "epoch": 0.39, "learning_rate": 0.0006115346038114343, "loss": 1.485, "theoretical_loss": 3.5891827249772135, "tokens_seen": 1302528000 }, { "epoch": 0.39, "learning_rate": 0.0006115145436308926, "loss": 1.5998, "theoretical_loss": 3.589166498612496, "tokens_seen": 1302593536 }, { "epoch": 0.39, "learning_rate": 0.0006114944834503511, "loss": 1.4472, "theoretical_loss": 3.5891502732927107, "tokens_seen": 1302659072 }, { "epoch": 0.39, "learning_rate": 0.0006114744232698094, "loss": 1.4552, "theoretical_loss": 3.589134049017739, "tokens_seen": 1302724608 }, { "epoch": 0.39, "learning_rate": 0.0006114543630892678, "loss": 1.4909, "theoretical_loss": 3.5891178257874587, "tokens_seen": 1302790144 }, { "epoch": 0.39, "learning_rate": 0.0006114343029087261, "loss": 1.5308, "theoretical_loss": 3.589101603601752, "tokens_seen": 1302855680 }, { "epoch": 0.39, "learning_rate": 0.0006114142427281846, "loss": 1.432, "theoretical_loss": 3.5890853824604987, "tokens_seen": 1302921216 }, { "epoch": 0.39, "learning_rate": 0.0006113941825476429, "loss": 1.5417, "theoretical_loss": 3.589069162363579, "tokens_seen": 1302986752 }, { "epoch": 0.39, "learning_rate": 0.0006113741223671013, "loss": 1.5069, "theoretical_loss": 3.5890529433108727, "tokens_seen": 1303052288 }, { "epoch": 0.39, "learning_rate": 0.0006113540621865597, "loss": 1.5418, "theoretical_loss": 3.58903672530226, "tokens_seen": 1303117824 }, { "epoch": 0.39, "learning_rate": 0.0006113340020060181, "loss": 1.4096, "theoretical_loss": 3.5890205083376214, "tokens_seen": 1303183360 }, { "epoch": 0.39, "learning_rate": 0.0006113139418254764, "loss": 1.5043, "theoretical_loss": 3.589004292416838, "tokens_seen": 1303248896 }, { "epoch": 0.39, "learning_rate": 0.0006112938816449349, "loss": 1.4556, "theoretical_loss": 3.588988077539789, "tokens_seen": 1303314432 }, { "epoch": 0.39, "learning_rate": 0.0006112738214643931, "loss": 1.5531, "theoretical_loss": 3.5889718637063552, "tokens_seen": 1303379968 }, { "epoch": 0.39, "learning_rate": 0.0006112537612838516, "loss": 1.4696, "theoretical_loss": 3.588955650916417, "tokens_seen": 1303445504 }, { "epoch": 0.4, "learning_rate": 0.0006112337011033099, "loss": 1.4658, "theoretical_loss": 3.5889394391698546, "tokens_seen": 1303511040 }, { "epoch": 0.4, "learning_rate": 0.0006112136409227683, "loss": 1.4948, "theoretical_loss": 3.5889232284665487, "tokens_seen": 1303576576 }, { "epoch": 0.4, "learning_rate": 0.0006111935807422267, "loss": 1.3591, "theoretical_loss": 3.5889070188063794, "tokens_seen": 1303642112 }, { "epoch": 0.4, "learning_rate": 0.000611173520561685, "loss": 1.4951, "theoretical_loss": 3.588890810189227, "tokens_seen": 1303707648 }, { "epoch": 0.4, "learning_rate": 0.0006111534603811434, "loss": 1.533, "theoretical_loss": 3.5888746026149727, "tokens_seen": 1303773184 }, { "epoch": 0.4, "learning_rate": 0.0006111334002006019, "loss": 1.437, "theoretical_loss": 3.588858396083496, "tokens_seen": 1303838720 }, { "epoch": 0.4, "learning_rate": 0.0006111133400200601, "loss": 1.5875, "theoretical_loss": 3.5888421905946783, "tokens_seen": 1303904256 }, { "epoch": 0.4, "learning_rate": 0.0006110932798395186, "loss": 1.5784, "theoretical_loss": 3.5888259861483993, "tokens_seen": 1303969792 }, { "epoch": 0.4, "learning_rate": 0.000611073219658977, "loss": 1.4353, "theoretical_loss": 3.5888097827445407, "tokens_seen": 1304035328 }, { "epoch": 0.4, "learning_rate": 0.0006110531594784353, "loss": 1.4195, "theoretical_loss": 3.5887935803829816, "tokens_seen": 1304100864 }, { "epoch": 0.4, "objective/train/advantage_avg": 0.4923355281352997, "objective/train/docs_used": 476908, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.3218961954116821, "objective/train/original_loss": 1.3218963146209717, "objective/train/theoretical_loss": 3.588777379063604, "objective/train/tokens_used": 1324626400, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24285028874874115, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.05046808719635, "objective/train/weighted_lm_loss": 1.3884955644607544, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.588777379063604, "tokens_seen": 1304166400 }, { "epoch": 0.4, "learning_rate": 0.0006110330992978938, "loss": 1.3665, "theoretical_loss": 3.588777379063604, "tokens_seen": 1304166400 }, { "epoch": 0.4, "learning_rate": 0.000611013039117352, "loss": 1.6092, "theoretical_loss": 3.588761178786287, "tokens_seen": 1304231936 }, { "epoch": 0.4, "learning_rate": 0.0006109929789368105, "loss": 1.4508, "theoretical_loss": 3.5887449795509125, "tokens_seen": 1304297472 }, { "epoch": 0.4, "learning_rate": 0.0006109729187562689, "loss": 1.3941, "theoretical_loss": 3.5887287813573607, "tokens_seen": 1304363008 }, { "epoch": 0.4, "learning_rate": 0.0006109528585757272, "loss": 1.6414, "theoretical_loss": 3.5887125842055116, "tokens_seen": 1304428544 }, { "epoch": 0.4, "learning_rate": 0.0006109327983951856, "loss": 1.477, "theoretical_loss": 3.588696388095247, "tokens_seen": 1304494080 }, { "epoch": 0.4, "learning_rate": 0.000610912738214644, "loss": 1.3862, "theoretical_loss": 3.5886801930264474, "tokens_seen": 1304559616 }, { "epoch": 0.4, "learning_rate": 0.0006108926780341023, "loss": 1.4944, "theoretical_loss": 3.5886639989989932, "tokens_seen": 1304625152 }, { "epoch": 0.4, "learning_rate": 0.0006108726178535608, "loss": 1.4228, "theoretical_loss": 3.588647806012765, "tokens_seen": 1304690688 }, { "epoch": 0.4, "learning_rate": 0.000610852557673019, "loss": 1.4914, "theoretical_loss": 3.5886316140676433, "tokens_seen": 1304756224 }, { "epoch": 0.4, "learning_rate": 0.0006108324974924775, "loss": 1.4314, "theoretical_loss": 3.5886154231635095, "tokens_seen": 1304821760 }, { "epoch": 0.4, "learning_rate": 0.0006108124373119358, "loss": 1.3798, "theoretical_loss": 3.588599233300244, "tokens_seen": 1304887296 }, { "epoch": 0.4, "learning_rate": 0.0006107923771313942, "loss": 1.5918, "theoretical_loss": 3.588583044477728, "tokens_seen": 1304952832 }, { "epoch": 0.4, "learning_rate": 0.0006107723169508526, "loss": 1.5529, "theoretical_loss": 3.5885668566958415, "tokens_seen": 1305018368 }, { "epoch": 0.4, "learning_rate": 0.000610752256770311, "loss": 1.5405, "theoretical_loss": 3.5885506699544667, "tokens_seen": 1305083904 }, { "epoch": 0.4, "learning_rate": 0.0006107321965897693, "loss": 1.5434, "theoretical_loss": 3.5885344842534836, "tokens_seen": 1305149440 }, { "epoch": 0.4, "learning_rate": 0.0006107121364092278, "loss": 1.4648, "theoretical_loss": 3.5885182995927734, "tokens_seen": 1305214976 }, { "epoch": 0.4, "learning_rate": 0.000610692076228686, "loss": 1.4889, "theoretical_loss": 3.588502115972217, "tokens_seen": 1305280512 }, { "epoch": 0.4, "learning_rate": 0.0006106720160481445, "loss": 1.4819, "theoretical_loss": 3.588485933391694, "tokens_seen": 1305346048 }, { "epoch": 0.4, "learning_rate": 0.0006106519558676028, "loss": 1.5029, "theoretical_loss": 3.588469751851088, "tokens_seen": 1305411584 }, { "epoch": 0.4, "learning_rate": 0.0006106318956870612, "loss": 1.3937, "theoretical_loss": 3.5884535713502776, "tokens_seen": 1305477120 }, { "epoch": 0.4, "learning_rate": 0.0006106118355065196, "loss": 1.4655, "theoretical_loss": 3.588437391889145, "tokens_seen": 1305542656 }, { "epoch": 0.4, "learning_rate": 0.000610591775325978, "loss": 1.404, "theoretical_loss": 3.5884212134675706, "tokens_seen": 1305608192 }, { "epoch": 0.4, "learning_rate": 0.0006105717151454363, "loss": 1.3834, "theoretical_loss": 3.588405036085436, "tokens_seen": 1305673728 }, { "epoch": 0.4, "learning_rate": 0.0006105516549648947, "loss": 1.5406, "theoretical_loss": 3.588388859742622, "tokens_seen": 1305739264 }, { "epoch": 0.4, "learning_rate": 0.000610531594784353, "loss": 1.495, "theoretical_loss": 3.5883726844390096, "tokens_seen": 1305804800 }, { "epoch": 0.4, "learning_rate": 0.0006105115346038115, "loss": 1.3656, "theoretical_loss": 3.5883565101744797, "tokens_seen": 1305870336 }, { "epoch": 0.4, "learning_rate": 0.0006104914744232698, "loss": 1.3946, "theoretical_loss": 3.588340336948914, "tokens_seen": 1305935872 }, { "epoch": 0.4, "learning_rate": 0.0006104714142427282, "loss": 1.3312, "theoretical_loss": 3.5883241647621933, "tokens_seen": 1306001408 }, { "epoch": 0.4, "learning_rate": 0.0006104513540621865, "loss": 1.4638, "theoretical_loss": 3.5883079936141984, "tokens_seen": 1306066944 }, { "epoch": 0.4, "learning_rate": 0.000610431293881645, "loss": 1.4872, "theoretical_loss": 3.588291823504811, "tokens_seen": 1306132480 }, { "epoch": 0.4, "learning_rate": 0.0006104112337011033, "loss": 1.3695, "theoretical_loss": 3.5882756544339123, "tokens_seen": 1306198016 }, { "epoch": 0.4, "learning_rate": 0.0006103911735205617, "loss": 1.4246, "theoretical_loss": 3.588259486401383, "tokens_seen": 1306263552 }, { "epoch": 0.4, "learning_rate": 0.0006103711133400201, "loss": 1.5573, "theoretical_loss": 3.5882433194071046, "tokens_seen": 1306329088 }, { "epoch": 0.4, "learning_rate": 0.0006103510531594785, "loss": 1.5107, "theoretical_loss": 3.5882271534509584, "tokens_seen": 1306394624 }, { "epoch": 0.4, "learning_rate": 0.0006103309929789368, "loss": 1.344, "theoretical_loss": 3.5882109885328255, "tokens_seen": 1306460160 }, { "epoch": 0.4, "learning_rate": 0.0006103109327983953, "loss": 1.4422, "theoretical_loss": 3.5881948246525877, "tokens_seen": 1306525696 }, { "epoch": 0.4, "learning_rate": 0.0006102908726178535, "loss": 1.4296, "theoretical_loss": 3.588178661810126, "tokens_seen": 1306591232 }, { "epoch": 0.4, "learning_rate": 0.000610270812437312, "loss": 1.4692, "theoretical_loss": 3.588162500005321, "tokens_seen": 1306656768 }, { "epoch": 0.4, "learning_rate": 0.0006102507522567703, "loss": 1.5758, "theoretical_loss": 3.588146339238055, "tokens_seen": 1306722304 }, { "epoch": 0.4, "learning_rate": 0.0006102306920762287, "loss": 1.3827, "theoretical_loss": 3.588130179508209, "tokens_seen": 1306787840 }, { "epoch": 0.4, "learning_rate": 0.0006102106318956871, "loss": 1.4877, "theoretical_loss": 3.5881140208156643, "tokens_seen": 1306853376 }, { "epoch": 0.4, "learning_rate": 0.0006101905717151454, "loss": 1.5539, "theoretical_loss": 3.5880978631603027, "tokens_seen": 1306918912 }, { "epoch": 0.4, "learning_rate": 0.0006101705115346038, "loss": 1.4009, "theoretical_loss": 3.588081706542005, "tokens_seen": 1306984448 }, { "epoch": 0.4, "learning_rate": 0.0006101504513540623, "loss": 1.4665, "theoretical_loss": 3.5880655509606534, "tokens_seen": 1307049984 }, { "epoch": 0.4, "learning_rate": 0.0006101303911735205, "loss": 1.4446, "theoretical_loss": 3.5880493964161286, "tokens_seen": 1307115520 }, { "epoch": 0.4, "learning_rate": 0.000610110330992979, "loss": 1.527, "theoretical_loss": 3.5880332429083124, "tokens_seen": 1307181056 }, { "epoch": 0.4, "learning_rate": 0.0006100902708124372, "loss": 1.6144, "theoretical_loss": 3.588017090437087, "tokens_seen": 1307246592 }, { "epoch": 0.4, "learning_rate": 0.0006100702106318957, "loss": 1.4525, "theoretical_loss": 3.5880009390023324, "tokens_seen": 1307312128 }, { "epoch": 0.4, "learning_rate": 0.0006100501504513541, "loss": 1.3768, "theoretical_loss": 3.587984788603931, "tokens_seen": 1307377664 }, { "epoch": 0.4, "objective/train/advantage_avg": 0.49331116676330566, "objective/train/docs_used": 478148, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.4744012355804443, "objective/train/original_loss": 1.4744012355804443, "objective/train/theoretical_loss": 3.587968639241765, "objective/train/tokens_used": 1327903200, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24383458495140076, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.0505707263946533, "objective/train/weighted_lm_loss": 1.5488524436950684, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.587968639241765, "tokens_seen": 1307443200 }, { "epoch": 0.4, "learning_rate": 0.0006100300902708124, "loss": 1.4596, "theoretical_loss": 3.587968639241765, "tokens_seen": 1307443200 }, { "epoch": 0.4, "learning_rate": 0.0006100100300902708, "loss": 1.5384, "theoretical_loss": 3.5879524909157148, "tokens_seen": 1307508736 }, { "epoch": 0.4, "learning_rate": 0.0006099899699097293, "loss": 1.3564, "theoretical_loss": 3.5879363436256626, "tokens_seen": 1307574272 }, { "epoch": 0.4, "learning_rate": 0.0006099699097291875, "loss": 1.4841, "theoretical_loss": 3.5879201973714903, "tokens_seen": 1307639808 }, { "epoch": 0.4, "learning_rate": 0.000609949849548646, "loss": 1.5025, "theoretical_loss": 3.5879040521530787, "tokens_seen": 1307705344 }, { "epoch": 0.4, "learning_rate": 0.0006099297893681042, "loss": 1.533, "theoretical_loss": 3.58788790797031, "tokens_seen": 1307770880 }, { "epoch": 0.4, "learning_rate": 0.0006099097291875627, "loss": 1.4269, "theoretical_loss": 3.587871764823066, "tokens_seen": 1307836416 }, { "epoch": 0.4, "learning_rate": 0.0006098896690070211, "loss": 1.429, "theoretical_loss": 3.5878556227112277, "tokens_seen": 1307901952 }, { "epoch": 0.4, "learning_rate": 0.0006098696088264794, "loss": 1.5446, "theoretical_loss": 3.5878394816346777, "tokens_seen": 1307967488 }, { "epoch": 0.4, "learning_rate": 0.0006098495486459378, "loss": 1.5219, "theoretical_loss": 3.587823341593297, "tokens_seen": 1308033024 }, { "epoch": 0.4, "learning_rate": 0.0006098294884653962, "loss": 1.5153, "theoretical_loss": 3.5878072025869683, "tokens_seen": 1308098560 }, { "epoch": 0.4, "learning_rate": 0.0006098094282848545, "loss": 1.4853, "theoretical_loss": 3.5877910646155726, "tokens_seen": 1308164096 }, { "epoch": 0.4, "learning_rate": 0.000609789368104313, "loss": 1.4651, "theoretical_loss": 3.5877749276789914, "tokens_seen": 1308229632 }, { "epoch": 0.4, "learning_rate": 0.0006097693079237712, "loss": 1.3761, "theoretical_loss": 3.587758791777107, "tokens_seen": 1308295168 }, { "epoch": 0.4, "learning_rate": 0.0006097492477432297, "loss": 1.4058, "theoretical_loss": 3.5877426569098017, "tokens_seen": 1308360704 }, { "epoch": 0.4, "learning_rate": 0.000609729187562688, "loss": 1.4353, "theoretical_loss": 3.5877265230769564, "tokens_seen": 1308426240 }, { "epoch": 0.4, "learning_rate": 0.0006097091273821464, "loss": 1.4377, "theoretical_loss": 3.5877103902784535, "tokens_seen": 1308491776 }, { "epoch": 0.4, "learning_rate": 0.0006096890672016048, "loss": 1.3646, "theoretical_loss": 3.587694258514175, "tokens_seen": 1308557312 }, { "epoch": 0.4, "learning_rate": 0.0006096690070210632, "loss": 1.4456, "theoretical_loss": 3.5876781277840024, "tokens_seen": 1308622848 }, { "epoch": 0.4, "learning_rate": 0.0006096489468405215, "loss": 1.5819, "theoretical_loss": 3.5876619980878175, "tokens_seen": 1308688384 }, { "epoch": 0.4, "learning_rate": 0.00060962888665998, "loss": 1.3724, "theoretical_loss": 3.5876458694255033, "tokens_seen": 1308753920 }, { "epoch": 0.4, "learning_rate": 0.0006096088264794384, "loss": 1.4428, "theoretical_loss": 3.58762974179694, "tokens_seen": 1308819456 }, { "epoch": 0.4, "learning_rate": 0.0006095887662988967, "loss": 1.4616, "theoretical_loss": 3.5876136152020117, "tokens_seen": 1308884992 }, { "epoch": 0.4, "learning_rate": 0.0006095687061183551, "loss": 1.4459, "theoretical_loss": 3.587597489640599, "tokens_seen": 1308950528 }, { "epoch": 0.4, "learning_rate": 0.0006095486459378134, "loss": 1.4137, "theoretical_loss": 3.587581365112584, "tokens_seen": 1309016064 }, { "epoch": 0.4, "learning_rate": 0.0006095285857572719, "loss": 1.4942, "theoretical_loss": 3.587565241617849, "tokens_seen": 1309081600 }, { "epoch": 0.4, "learning_rate": 0.0006095085255767302, "loss": 1.5381, "theoretical_loss": 3.587549119156276, "tokens_seen": 1309147136 }, { "epoch": 0.4, "learning_rate": 0.0006094884653961886, "loss": 1.5721, "theoretical_loss": 3.5875329977277475, "tokens_seen": 1309212672 }, { "epoch": 0.4, "learning_rate": 0.0006094684052156469, "loss": 1.5649, "theoretical_loss": 3.5875168773321455, "tokens_seen": 1309278208 }, { "epoch": 0.4, "learning_rate": 0.0006094483450351054, "loss": 1.5131, "theoretical_loss": 3.5875007579693508, "tokens_seen": 1309343744 }, { "epoch": 0.4, "learning_rate": 0.0006094282848545637, "loss": 1.5175, "theoretical_loss": 3.5874846396392472, "tokens_seen": 1309409280 }, { "epoch": 0.4, "learning_rate": 0.0006094082246740221, "loss": 1.5652, "theoretical_loss": 3.5874685223417164, "tokens_seen": 1309474816 }, { "epoch": 0.4, "learning_rate": 0.0006093881644934805, "loss": 1.4678, "theoretical_loss": 3.5874524060766406, "tokens_seen": 1309540352 }, { "epoch": 0.4, "learning_rate": 0.0006093681043129389, "loss": 1.4359, "theoretical_loss": 3.5874362908439013, "tokens_seen": 1309605888 }, { "epoch": 0.4, "learning_rate": 0.0006093480441323972, "loss": 1.4496, "theoretical_loss": 3.5874201766433815, "tokens_seen": 1309671424 }, { "epoch": 0.4, "learning_rate": 0.0006093279839518557, "loss": 1.4553, "theoretical_loss": 3.5874040634749633, "tokens_seen": 1309736960 }, { "epoch": 0.4, "learning_rate": 0.0006093079237713139, "loss": 1.4861, "theoretical_loss": 3.5873879513385285, "tokens_seen": 1309802496 }, { "epoch": 0.4, "learning_rate": 0.0006092878635907724, "loss": 1.5067, "theoretical_loss": 3.5873718402339603, "tokens_seen": 1309868032 }, { "epoch": 0.4, "learning_rate": 0.0006092678034102307, "loss": 1.5395, "theoretical_loss": 3.58735573016114, "tokens_seen": 1309933568 }, { "epoch": 0.4, "learning_rate": 0.0006092477432296891, "loss": 1.5147, "theoretical_loss": 3.58733962111995, "tokens_seen": 1309999104 }, { "epoch": 0.4, "learning_rate": 0.0006092276830491475, "loss": 1.3346, "theoretical_loss": 3.587323513110274, "tokens_seen": 1310064640 }, { "epoch": 0.4, "learning_rate": 0.0006092076228686058, "loss": 1.5365, "theoretical_loss": 3.587307406131992, "tokens_seen": 1310130176 }, { "epoch": 0.4, "learning_rate": 0.0006091875626880642, "loss": 1.5703, "theoretical_loss": 3.5872913001849884, "tokens_seen": 1310195712 }, { "epoch": 0.4, "learning_rate": 0.0006091675025075227, "loss": 1.3931, "theoretical_loss": 3.587275195269145, "tokens_seen": 1310261248 }, { "epoch": 0.4, "learning_rate": 0.0006091474423269809, "loss": 1.3399, "theoretical_loss": 3.587259091384344, "tokens_seen": 1310326784 }, { "epoch": 0.4, "learning_rate": 0.0006091273821464394, "loss": 1.4689, "theoretical_loss": 3.587242988530468, "tokens_seen": 1310392320 }, { "epoch": 0.4, "learning_rate": 0.0006091073219658976, "loss": 1.5258, "theoretical_loss": 3.5872268867073993, "tokens_seen": 1310457856 }, { "epoch": 0.4, "learning_rate": 0.0006090872617853561, "loss": 1.3836, "theoretical_loss": 3.58721078591502, "tokens_seen": 1310523392 }, { "epoch": 0.4, "learning_rate": 0.0006090672016048145, "loss": 1.4451, "theoretical_loss": 3.5871946861532136, "tokens_seen": 1310588928 }, { "epoch": 0.4, "learning_rate": 0.0006090471414242728, "loss": 1.3871, "theoretical_loss": 3.587178587421861, "tokens_seen": 1310654464 }, { "debugging/Compilability": 0.9, "debugging/distinct-1-grams": 0.7732995475821178, "debugging/entropy-1-grams": 5.431960387820077, "debugging/length": 501.4, "debugging/num_segments": 10, "debugging/raw_token_scores_avg": 0.009144442155957222, "debugging/raw_token_scores_std": 0.03945710137486458, "debugging/score": 0.007191963134632398, "debugging/score_std": 0.006508080924945895, "epoch": 0.4, "objective/train/advantage_avg": 0.4908607304096222, "objective/train/docs_used": 479375, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/lm_loss": 1.447709083557129, "objective/train/original_loss": 1.4477088451385498, "objective/train/theoretical_loss": 3.587162489720847, "objective/train/tokens_used": 1331180000, "objective/train/value_avg": -0.5, "objective/train/value_loss": 0.24250146746635437, "objective/train/value_max": -0.5, "objective/train/value_min": -0.5, "objective/train/value_reward_corr": NaN, "objective/train/value_std": 0.0, "objective/train/weight_avg": 1.050318956375122, "objective/train/weighted_lm_loss": 1.5207688808441162, "objective/train/weights_max": 1.0512710809707642, "objective/train/weights_min": 0.951229453086853, "theoretical_loss": 3.587162489720847, "tokens_seen": 1310720000 }, { "epoch": 0.4, "learning_rate": 0.0006090270812437312, "loss": 1.4967, "theoretical_loss": 3.587162489720847, "tokens_seen": 1310720000 } ], "max_steps": 50354, "num_train_epochs": 9223372036854775807, "total_flos": 6.6891364171776e+17, "trial_name": null, "trial_params": null }