{ "best_metric": null, "best_model_checkpoint": null, "epoch": 20.0, "eval_steps": 500, "global_step": 372000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 3.125e-05, "loss": 6.2154, "step": 1000 }, { "epoch": 0.11, "learning_rate": 6.25e-05, "loss": 5.0023, "step": 2000 }, { "epoch": 0.16, "learning_rate": 9.375e-05, "loss": 4.6739, "step": 3000 }, { "epoch": 0.22, "learning_rate": 0.000125, "loss": 4.4488, "step": 4000 }, { "epoch": 0.27, "learning_rate": 0.00015625, "loss": 4.2953, "step": 5000 }, { "epoch": 0.32, "learning_rate": 0.0001875, "loss": 4.1702, "step": 6000 }, { "epoch": 0.38, "learning_rate": 0.00021875, "loss": 4.0706, "step": 7000 }, { "epoch": 0.43, "learning_rate": 0.00025, "loss": 3.9833, "step": 8000 }, { "epoch": 0.48, "learning_rate": 0.00028121875, "loss": 3.9089, "step": 9000 }, { "epoch": 0.54, "learning_rate": 0.0003124375, "loss": 3.8494, "step": 10000 }, { "epoch": 0.59, "learning_rate": 0.00034368749999999997, "loss": 3.7982, "step": 11000 }, { "epoch": 0.65, "learning_rate": 0.0003749375, "loss": 3.7586, "step": 12000 }, { "epoch": 0.7, "learning_rate": 0.00040615625, "loss": 3.7205, "step": 13000 }, { "epoch": 0.75, "learning_rate": 0.00043740625, "loss": 3.6922, "step": 14000 }, { "epoch": 0.81, "learning_rate": 0.000468625, "loss": 3.6653, "step": 15000 }, { "epoch": 0.86, "learning_rate": 0.000499875, "loss": 3.6439, "step": 16000 }, { "epoch": 0.91, "learning_rate": 0.000531125, "loss": 3.6156, "step": 17000 }, { "epoch": 0.97, "learning_rate": 0.00056234375, "loss": 3.5998, "step": 18000 }, { "epoch": 1.0, "eval_accuracy": 0.35954542199269246, "eval_loss": 3.7955493927001953, "eval_runtime": 152.7997, "eval_samples_per_second": 379.045, "eval_steps_per_second": 5.923, "step": 18600 }, { "epoch": 1.02, "learning_rate": 0.00059359375, "loss": 3.5649, "step": 19000 }, { "epoch": 1.08, "learning_rate": 0.0006248125, "loss": 3.545, "step": 20000 }, { "epoch": 1.13, "learning_rate": 0.0006560625, "loss": 3.5367, "step": 21000 }, { "epoch": 1.18, "learning_rate": 0.0006873125, "loss": 3.5224, "step": 22000 }, { "epoch": 1.24, "learning_rate": 0.0007185000000000001, "loss": 3.5073, "step": 23000 }, { "epoch": 1.29, "learning_rate": 0.0007497500000000001, "loss": 3.5, "step": 24000 }, { "epoch": 1.34, "learning_rate": 0.000781, "loss": 3.4919, "step": 25000 }, { "epoch": 1.4, "learning_rate": 0.00081225, "loss": 3.4773, "step": 26000 }, { "epoch": 1.45, "learning_rate": 0.00084346875, "loss": 3.4669, "step": 27000 }, { "epoch": 1.51, "learning_rate": 0.00087471875, "loss": 3.4613, "step": 28000 }, { "epoch": 1.56, "learning_rate": 0.0009059375, "loss": 3.4528, "step": 29000 }, { "epoch": 1.61, "learning_rate": 0.0009371875, "loss": 3.4462, "step": 30000 }, { "epoch": 1.67, "learning_rate": 0.0009684375, "loss": 3.4366, "step": 31000 }, { "epoch": 1.72, "learning_rate": 0.0009996875, "loss": 3.4323, "step": 32000 }, { "epoch": 1.77, "learning_rate": 0.0009970941176470588, "loss": 3.4186, "step": 33000 }, { "epoch": 1.83, "learning_rate": 0.0009941529411764706, "loss": 3.4067, "step": 34000 }, { "epoch": 1.88, "learning_rate": 0.000991214705882353, "loss": 3.3964, "step": 35000 }, { "epoch": 1.94, "learning_rate": 0.0009882735294117647, "loss": 3.3851, "step": 36000 }, { "epoch": 1.99, "learning_rate": 0.0009853323529411765, "loss": 3.3776, "step": 37000 }, { "epoch": 2.0, "eval_accuracy": 0.38045328542446233, "eval_loss": 3.5874266624450684, "eval_runtime": 155.4692, "eval_samples_per_second": 372.537, "eval_steps_per_second": 5.821, "step": 37200 }, { "epoch": 2.04, "learning_rate": 0.0009823911764705884, "loss": 3.326, "step": 38000 }, { "epoch": 2.1, "learning_rate": 0.00097945, "loss": 3.3184, "step": 39000 }, { "epoch": 2.15, "learning_rate": 0.0009765117647058823, "loss": 3.3162, "step": 40000 }, { "epoch": 2.2, "learning_rate": 0.0009735705882352941, "loss": 3.3123, "step": 41000 }, { "epoch": 2.26, "learning_rate": 0.0009706323529411764, "loss": 3.3072, "step": 42000 }, { "epoch": 2.31, "learning_rate": 0.0009676941176470588, "loss": 3.3018, "step": 43000 }, { "epoch": 2.37, "learning_rate": 0.0009647529411764706, "loss": 3.2918, "step": 44000 }, { "epoch": 2.42, "learning_rate": 0.000961814705882353, "loss": 3.2907, "step": 45000 }, { "epoch": 2.47, "learning_rate": 0.0009588735294117647, "loss": 3.2896, "step": 46000 }, { "epoch": 2.53, "learning_rate": 0.0009559323529411766, "loss": 3.2864, "step": 47000 }, { "epoch": 2.58, "learning_rate": 0.0009529941176470587, "loss": 3.2805, "step": 48000 }, { "epoch": 2.63, "learning_rate": 0.0009500529411764706, "loss": 3.2719, "step": 49000 }, { "epoch": 2.69, "learning_rate": 0.0009471117647058823, "loss": 3.2722, "step": 50000 }, { "epoch": 2.74, "learning_rate": 0.0009441705882352942, "loss": 3.2672, "step": 51000 }, { "epoch": 2.8, "learning_rate": 0.0009412294117647059, "loss": 3.2614, "step": 52000 }, { "epoch": 2.85, "learning_rate": 0.0009382911764705883, "loss": 3.2574, "step": 53000 }, { "epoch": 2.9, "learning_rate": 0.00093535, "loss": 3.2526, "step": 54000 }, { "epoch": 2.96, "learning_rate": 0.0009324088235294118, "loss": 3.245, "step": 55000 }, { "epoch": 3.0, "eval_accuracy": 0.392286599207816, "eval_loss": 3.4956088066101074, "eval_runtime": 154.66, "eval_samples_per_second": 374.486, "eval_steps_per_second": 5.852, "step": 55800 }, { "epoch": 3.01, "learning_rate": 0.0009294705882352942, "loss": 3.2315, "step": 56000 }, { "epoch": 3.06, "learning_rate": 0.0009265323529411765, "loss": 3.1807, "step": 57000 }, { "epoch": 3.12, "learning_rate": 0.0009235911764705882, "loss": 3.1819, "step": 58000 }, { "epoch": 3.17, "learning_rate": 0.00092065, "loss": 3.1812, "step": 59000 }, { "epoch": 3.23, "learning_rate": 0.0009177117647058824, "loss": 3.189, "step": 60000 }, { "epoch": 3.28, "learning_rate": 0.0009147705882352941, "loss": 3.181, "step": 61000 }, { "epoch": 3.33, "learning_rate": 0.000911829411764706, "loss": 3.1879, "step": 62000 }, { "epoch": 3.39, "learning_rate": 0.0009088882352941177, "loss": 3.1835, "step": 63000 }, { "epoch": 3.44, "learning_rate": 0.0009059500000000001, "loss": 3.18, "step": 64000 }, { "epoch": 3.49, "learning_rate": 0.0009030088235294118, "loss": 3.1831, "step": 65000 }, { "epoch": 3.55, "learning_rate": 0.0009000705882352941, "loss": 3.1791, "step": 66000 }, { "epoch": 3.6, "learning_rate": 0.0008971323529411764, "loss": 3.1821, "step": 67000 }, { "epoch": 3.66, "learning_rate": 0.0008941911764705883, "loss": 3.1778, "step": 68000 }, { "epoch": 3.71, "learning_rate": 0.00089125, "loss": 3.1752, "step": 69000 }, { "epoch": 3.76, "learning_rate": 0.0008883088235294117, "loss": 3.1732, "step": 70000 }, { "epoch": 3.82, "learning_rate": 0.0008853705882352941, "loss": 3.1736, "step": 71000 }, { "epoch": 3.87, "learning_rate": 0.0008824294117647059, "loss": 3.1737, "step": 72000 }, { "epoch": 3.92, "learning_rate": 0.0008794882352941177, "loss": 3.169, "step": 73000 }, { "epoch": 3.98, "learning_rate": 0.00087655, "loss": 3.1698, "step": 74000 }, { "epoch": 4.0, "eval_accuracy": 0.3991002037900625, "eval_loss": 3.430137872695923, "eval_runtime": 154.5458, "eval_samples_per_second": 374.763, "eval_steps_per_second": 5.856, "step": 74400 }, { "epoch": 4.03, "learning_rate": 0.0008736088235294118, "loss": 3.1234, "step": 75000 }, { "epoch": 4.09, "learning_rate": 0.0008706676470588235, "loss": 3.0984, "step": 76000 }, { "epoch": 4.14, "learning_rate": 0.0008677264705882352, "loss": 3.1061, "step": 77000 }, { "epoch": 4.19, "learning_rate": 0.0008647911764705882, "loss": 3.1072, "step": 78000 }, { "epoch": 4.25, "learning_rate": 0.00086185, "loss": 3.107, "step": 79000 }, { "epoch": 4.3, "learning_rate": 0.0008589117647058823, "loss": 3.1159, "step": 80000 }, { "epoch": 4.35, "learning_rate": 0.0008559705882352942, "loss": 3.1125, "step": 81000 }, { "epoch": 4.41, "learning_rate": 0.0008530294117647059, "loss": 3.1107, "step": 82000 }, { "epoch": 4.46, "learning_rate": 0.0008500882352941177, "loss": 3.1106, "step": 83000 }, { "epoch": 4.52, "learning_rate": 0.00084715, "loss": 3.1144, "step": 84000 }, { "epoch": 4.57, "learning_rate": 0.0008442088235294117, "loss": 3.1112, "step": 85000 }, { "epoch": 4.62, "learning_rate": 0.0008412705882352941, "loss": 3.113, "step": 86000 }, { "epoch": 4.68, "learning_rate": 0.0008383294117647058, "loss": 3.1116, "step": 87000 }, { "epoch": 4.73, "learning_rate": 0.0008353882352941177, "loss": 3.1179, "step": 88000 }, { "epoch": 4.78, "learning_rate": 0.0008324470588235294, "loss": 3.1197, "step": 89000 }, { "epoch": 4.84, "learning_rate": 0.0008295058823529413, "loss": 3.1122, "step": 90000 }, { "epoch": 4.89, "learning_rate": 0.0008265676470588236, "loss": 3.1156, "step": 91000 }, { "epoch": 4.95, "learning_rate": 0.0008236294117647059, "loss": 3.1107, "step": 92000 }, { "epoch": 5.0, "learning_rate": 0.0008206882352941176, "loss": 3.1095, "step": 93000 }, { "epoch": 5.0, "eval_accuracy": 0.40172641771951034, "eval_loss": 3.4079980850219727, "eval_runtime": 154.469, "eval_samples_per_second": 374.949, "eval_steps_per_second": 5.859, "step": 93000 }, { "epoch": 5.05, "learning_rate": 0.0008177470588235295, "loss": 3.0393, "step": 94000 }, { "epoch": 5.11, "learning_rate": 0.0008148088235294117, "loss": 3.0451, "step": 95000 }, { "epoch": 5.16, "learning_rate": 0.0008118676470588236, "loss": 3.0493, "step": 96000 }, { "epoch": 5.22, "learning_rate": 0.0008089264705882353, "loss": 3.0574, "step": 97000 }, { "epoch": 5.27, "learning_rate": 0.0008059882352941177, "loss": 3.0549, "step": 98000 }, { "epoch": 5.32, "learning_rate": 0.0008030470588235295, "loss": 3.0565, "step": 99000 }, { "epoch": 5.38, "learning_rate": 0.0008001058823529412, "loss": 3.0629, "step": 100000 }, { "epoch": 5.43, "learning_rate": 0.0007971676470588235, "loss": 3.064, "step": 101000 }, { "epoch": 5.48, "learning_rate": 0.0007942264705882352, "loss": 3.0659, "step": 102000 }, { "epoch": 5.54, "learning_rate": 0.0007912852941176471, "loss": 3.0616, "step": 103000 }, { "epoch": 5.59, "learning_rate": 0.0007883441176470588, "loss": 3.0659, "step": 104000 }, { "epoch": 5.65, "learning_rate": 0.0007854058823529412, "loss": 3.0657, "step": 105000 }, { "epoch": 5.7, "learning_rate": 0.000782464705882353, "loss": 3.0672, "step": 106000 }, { "epoch": 5.75, "learning_rate": 0.0007795264705882354, "loss": 3.0646, "step": 107000 }, { "epoch": 5.81, "learning_rate": 0.0007765852941176471, "loss": 3.0602, "step": 108000 }, { "epoch": 5.86, "learning_rate": 0.0007736470588235295, "loss": 3.0654, "step": 109000 }, { "epoch": 5.91, "learning_rate": 0.0007707058823529411, "loss": 3.069, "step": 110000 }, { "epoch": 5.97, "learning_rate": 0.0007677647058823529, "loss": 3.0618, "step": 111000 }, { "epoch": 6.0, "eval_accuracy": 0.40467026843129755, "eval_loss": 3.3783042430877686, "eval_runtime": 153.5335, "eval_samples_per_second": 377.234, "eval_steps_per_second": 5.894, "step": 111600 }, { "epoch": 6.02, "learning_rate": 0.0007648264705882353, "loss": 3.037, "step": 112000 }, { "epoch": 6.08, "learning_rate": 0.0007618882352941177, "loss": 2.9966, "step": 113000 }, { "epoch": 6.13, "learning_rate": 0.0007589470588235294, "loss": 2.9999, "step": 114000 }, { "epoch": 6.18, "learning_rate": 0.0007560058823529412, "loss": 3.0101, "step": 115000 }, { "epoch": 6.24, "learning_rate": 0.0007530676470588236, "loss": 3.0134, "step": 116000 }, { "epoch": 6.29, "learning_rate": 0.0007501264705882353, "loss": 3.0171, "step": 117000 }, { "epoch": 6.34, "learning_rate": 0.0007471852941176472, "loss": 3.0178, "step": 118000 }, { "epoch": 6.4, "learning_rate": 0.0007442441176470588, "loss": 3.0199, "step": 119000 }, { "epoch": 6.45, "learning_rate": 0.0007413029411764705, "loss": 3.0203, "step": 120000 }, { "epoch": 6.51, "learning_rate": 0.0007383647058823529, "loss": 3.0196, "step": 121000 }, { "epoch": 6.56, "learning_rate": 0.0007354235294117647, "loss": 3.018, "step": 122000 }, { "epoch": 6.61, "learning_rate": 0.0007324823529411765, "loss": 3.02, "step": 123000 }, { "epoch": 6.67, "learning_rate": 0.0007295441176470588, "loss": 3.0304, "step": 124000 }, { "epoch": 6.72, "learning_rate": 0.0007266058823529412, "loss": 3.0253, "step": 125000 }, { "epoch": 6.77, "learning_rate": 0.000723664705882353, "loss": 3.0284, "step": 126000 }, { "epoch": 6.83, "learning_rate": 0.0007207235294117647, "loss": 3.0287, "step": 127000 }, { "epoch": 6.88, "learning_rate": 0.0007177823529411764, "loss": 3.0282, "step": 128000 }, { "epoch": 6.94, "learning_rate": 0.0007148411764705882, "loss": 3.0303, "step": 129000 }, { "epoch": 6.99, "learning_rate": 0.0007119029411764706, "loss": 3.0262, "step": 130000 }, { "epoch": 7.0, "eval_accuracy": 0.4062741057631056, "eval_loss": 3.365633964538574, "eval_runtime": 153.1084, "eval_samples_per_second": 378.281, "eval_steps_per_second": 5.911, "step": 130200 }, { "epoch": 7.04, "learning_rate": 0.000708964705882353, "loss": 2.9723, "step": 131000 }, { "epoch": 7.1, "learning_rate": 0.0007060235294117647, "loss": 2.9655, "step": 132000 }, { "epoch": 7.15, "learning_rate": 0.0007030823529411766, "loss": 2.9658, "step": 133000 }, { "epoch": 7.2, "learning_rate": 0.0007001411764705883, "loss": 2.9749, "step": 134000 }, { "epoch": 7.26, "learning_rate": 0.0006972, "loss": 2.9813, "step": 135000 }, { "epoch": 7.31, "learning_rate": 0.0006942617647058823, "loss": 2.9773, "step": 136000 }, { "epoch": 7.37, "learning_rate": 0.0006913235294117647, "loss": 2.9775, "step": 137000 }, { "epoch": 7.42, "learning_rate": 0.0006883823529411765, "loss": 2.9839, "step": 138000 }, { "epoch": 7.47, "learning_rate": 0.0006854411764705882, "loss": 2.9863, "step": 139000 }, { "epoch": 7.53, "learning_rate": 0.0006825000000000001, "loss": 2.9888, "step": 140000 }, { "epoch": 7.58, "learning_rate": 0.0006795588235294118, "loss": 2.9899, "step": 141000 }, { "epoch": 7.63, "learning_rate": 0.0006766205882352942, "loss": 2.9932, "step": 142000 }, { "epoch": 7.69, "learning_rate": 0.0006736794117647059, "loss": 2.9915, "step": 143000 }, { "epoch": 7.74, "learning_rate": 0.0006707382352941177, "loss": 2.9934, "step": 144000 }, { "epoch": 7.8, "learning_rate": 0.0006678, "loss": 2.992, "step": 145000 }, { "epoch": 7.85, "learning_rate": 0.0006648588235294117, "loss": 2.9929, "step": 146000 }, { "epoch": 7.9, "learning_rate": 0.0006619176470588236, "loss": 2.9975, "step": 147000 }, { "epoch": 7.96, "learning_rate": 0.0006589794117647058, "loss": 2.9992, "step": 148000 }, { "epoch": 8.0, "eval_accuracy": 0.4087943064009858, "eval_loss": 3.3349857330322266, "eval_runtime": 153.3102, "eval_samples_per_second": 377.783, "eval_steps_per_second": 5.903, "step": 148800 }, { "epoch": 8.01, "learning_rate": 0.0006560411764705883, "loss": 2.984, "step": 149000 }, { "epoch": 8.06, "learning_rate": 0.0006531, "loss": 2.9284, "step": 150000 }, { "epoch": 8.12, "learning_rate": 0.0006501588235294118, "loss": 2.9398, "step": 151000 }, { "epoch": 8.17, "learning_rate": 0.0006472176470588236, "loss": 2.9419, "step": 152000 }, { "epoch": 8.23, "learning_rate": 0.000644279411764706, "loss": 2.9454, "step": 153000 }, { "epoch": 8.28, "learning_rate": 0.0006413411764705882, "loss": 2.9433, "step": 154000 }, { "epoch": 8.33, "learning_rate": 0.0006384, "loss": 2.9512, "step": 155000 }, { "epoch": 8.39, "learning_rate": 0.0006354588235294118, "loss": 2.9516, "step": 156000 }, { "epoch": 8.44, "learning_rate": 0.0006325205882352942, "loss": 2.9533, "step": 157000 }, { "epoch": 8.49, "learning_rate": 0.0006295794117647059, "loss": 2.9566, "step": 158000 }, { "epoch": 8.55, "learning_rate": 0.0006266382352941176, "loss": 2.9596, "step": 159000 }, { "epoch": 8.6, "learning_rate": 0.0006236970588235295, "loss": 2.958, "step": 160000 }, { "epoch": 8.66, "learning_rate": 0.0006207558823529412, "loss": 2.96, "step": 161000 }, { "epoch": 8.71, "learning_rate": 0.0006178176470588236, "loss": 2.9595, "step": 162000 }, { "epoch": 8.76, "learning_rate": 0.0006148764705882352, "loss": 2.962, "step": 163000 }, { "epoch": 8.82, "learning_rate": 0.0006119382352941177, "loss": 2.9631, "step": 164000 }, { "epoch": 8.87, "learning_rate": 0.0006089970588235294, "loss": 2.9653, "step": 165000 }, { "epoch": 8.92, "learning_rate": 0.0006060588235294118, "loss": 2.9669, "step": 166000 }, { "epoch": 8.98, "learning_rate": 0.0006031176470588235, "loss": 2.9653, "step": 167000 }, { "epoch": 9.0, "eval_accuracy": 0.4102860168737151, "eval_loss": 3.35310435295105, "eval_runtime": 153.3713, "eval_samples_per_second": 377.633, "eval_steps_per_second": 5.901, "step": 167400 }, { "epoch": 9.03, "learning_rate": 0.0006001764705882353, "loss": 2.9306, "step": 168000 }, { "epoch": 9.09, "learning_rate": 0.0005972352941176471, "loss": 2.9031, "step": 169000 }, { "epoch": 9.14, "learning_rate": 0.0005942941176470589, "loss": 2.909, "step": 170000 }, { "epoch": 9.19, "learning_rate": 0.0005913529411764707, "loss": 2.9187, "step": 171000 }, { "epoch": 9.25, "learning_rate": 0.0005884147058823529, "loss": 2.9128, "step": 172000 }, { "epoch": 9.3, "learning_rate": 0.0005854764705882353, "loss": 2.9235, "step": 173000 }, { "epoch": 9.35, "learning_rate": 0.000582535294117647, "loss": 2.9253, "step": 174000 }, { "epoch": 9.41, "learning_rate": 0.0005795941176470589, "loss": 2.9269, "step": 175000 }, { "epoch": 9.46, "learning_rate": 0.0005766529411764706, "loss": 2.9271, "step": 176000 }, { "epoch": 9.52, "learning_rate": 0.000573714705882353, "loss": 2.9316, "step": 177000 }, { "epoch": 9.57, "learning_rate": 0.0005707735294117648, "loss": 2.9318, "step": 178000 }, { "epoch": 9.62, "learning_rate": 0.0005678352941176472, "loss": 2.9354, "step": 179000 }, { "epoch": 9.68, "learning_rate": 0.0005648941176470588, "loss": 2.9352, "step": 180000 }, { "epoch": 9.73, "learning_rate": 0.0005619529411764705, "loss": 2.9342, "step": 181000 }, { "epoch": 9.78, "learning_rate": 0.0005590147058823529, "loss": 2.9369, "step": 182000 }, { "epoch": 9.84, "learning_rate": 0.0005560735294117647, "loss": 2.9383, "step": 183000 }, { "epoch": 9.89, "learning_rate": 0.0005531352941176471, "loss": 2.9375, "step": 184000 }, { "epoch": 9.95, "learning_rate": 0.0005501941176470588, "loss": 2.9363, "step": 185000 }, { "epoch": 10.0, "learning_rate": 0.0005472529411764707, "loss": 2.9376, "step": 186000 }, { "epoch": 10.0, "eval_accuracy": 0.41102911764559663, "eval_loss": 3.352627754211426, "eval_runtime": 153.4087, "eval_samples_per_second": 377.541, "eval_steps_per_second": 5.899, "step": 186000 }, { "epoch": 10.05, "learning_rate": 0.000544314705882353, "loss": 2.8724, "step": 187000 }, { "epoch": 10.11, "learning_rate": 0.0005413735294117648, "loss": 2.8806, "step": 188000 }, { "epoch": 10.16, "learning_rate": 0.000538435294117647, "loss": 2.8845, "step": 189000 }, { "epoch": 10.22, "learning_rate": 0.0005354941176470588, "loss": 2.8894, "step": 190000 }, { "epoch": 10.27, "learning_rate": 0.0005325529411764706, "loss": 2.891, "step": 191000 }, { "epoch": 10.32, "learning_rate": 0.0005296176470588235, "loss": 2.8999, "step": 192000 }, { "epoch": 10.38, "learning_rate": 0.0005266764705882353, "loss": 2.9032, "step": 193000 }, { "epoch": 10.43, "learning_rate": 0.0005237352941176471, "loss": 2.9028, "step": 194000 }, { "epoch": 10.48, "learning_rate": 0.0005207941176470589, "loss": 2.9044, "step": 195000 }, { "epoch": 10.54, "learning_rate": 0.0005178529411764706, "loss": 2.904, "step": 196000 }, { "epoch": 10.59, "learning_rate": 0.000514914705882353, "loss": 2.9046, "step": 197000 }, { "epoch": 10.65, "learning_rate": 0.0005119735294117646, "loss": 2.914, "step": 198000 }, { "epoch": 10.7, "learning_rate": 0.0005090323529411765, "loss": 2.9142, "step": 199000 }, { "epoch": 10.75, "learning_rate": 0.0005060911764705882, "loss": 2.9131, "step": 200000 }, { "epoch": 10.81, "learning_rate": 0.0005031529411764706, "loss": 2.9088, "step": 201000 }, { "epoch": 10.86, "learning_rate": 0.0005002117647058824, "loss": 2.9135, "step": 202000 }, { "epoch": 10.91, "learning_rate": 0.0004972735294117648, "loss": 2.9141, "step": 203000 }, { "epoch": 10.97, "learning_rate": 0.0004943323529411765, "loss": 2.9136, "step": 204000 }, { "epoch": 11.0, "eval_accuracy": 0.4098210498325621, "eval_loss": 3.3538424968719482, "eval_runtime": 153.3952, "eval_samples_per_second": 377.574, "eval_steps_per_second": 5.9, "step": 204600 }, { "epoch": 11.02, "learning_rate": 0.0004913941176470588, "loss": 2.8874, "step": 205000 }, { "epoch": 11.08, "learning_rate": 0.0004884529411764706, "loss": 2.8549, "step": 206000 }, { "epoch": 11.13, "learning_rate": 0.0004855117647058824, "loss": 2.8607, "step": 207000 }, { "epoch": 11.18, "learning_rate": 0.0004825764705882353, "loss": 2.8626, "step": 208000 }, { "epoch": 11.24, "learning_rate": 0.0004796352941176471, "loss": 2.8704, "step": 209000 }, { "epoch": 11.29, "learning_rate": 0.0004766941176470588, "loss": 2.8691, "step": 210000 }, { "epoch": 11.34, "learning_rate": 0.0004737529411764706, "loss": 2.8752, "step": 211000 }, { "epoch": 11.4, "learning_rate": 0.0004708117647058824, "loss": 2.8756, "step": 212000 }, { "epoch": 11.45, "learning_rate": 0.0004678735294117647, "loss": 2.8781, "step": 213000 }, { "epoch": 11.51, "learning_rate": 0.0004649323529411765, "loss": 2.8795, "step": 214000 }, { "epoch": 11.56, "learning_rate": 0.0004619911764705882, "loss": 2.8855, "step": 215000 }, { "epoch": 11.61, "learning_rate": 0.00045905, "loss": 2.8841, "step": 216000 }, { "epoch": 11.67, "learning_rate": 0.0004561147058823529, "loss": 2.8852, "step": 217000 }, { "epoch": 11.72, "learning_rate": 0.0004531735294117647, "loss": 2.8896, "step": 218000 }, { "epoch": 11.77, "learning_rate": 0.00045023235294117646, "loss": 2.8897, "step": 219000 }, { "epoch": 11.83, "learning_rate": 0.00044729705882352947, "loss": 2.8911, "step": 220000 }, { "epoch": 11.88, "learning_rate": 0.00044435588235294116, "loss": 2.8946, "step": 221000 }, { "epoch": 11.94, "learning_rate": 0.00044141470588235295, "loss": 2.8931, "step": 222000 }, { "epoch": 11.99, "learning_rate": 0.00043847352941176474, "loss": 2.8922, "step": 223000 }, { "epoch": 12.0, "eval_accuracy": 0.4120207248594988, "eval_loss": 3.342489242553711, "eval_runtime": 153.6659, "eval_samples_per_second": 376.909, "eval_steps_per_second": 5.889, "step": 223200 }, { "epoch": 12.04, "learning_rate": 0.0004355323529411765, "loss": 2.8448, "step": 224000 }, { "epoch": 12.1, "learning_rate": 0.0004325941176470589, "loss": 2.8354, "step": 225000 }, { "epoch": 12.15, "learning_rate": 0.00042965294117647057, "loss": 2.8436, "step": 226000 }, { "epoch": 12.2, "learning_rate": 0.00042671176470588236, "loss": 2.8461, "step": 227000 }, { "epoch": 12.26, "learning_rate": 0.0004237735294117647, "loss": 2.8485, "step": 228000 }, { "epoch": 12.31, "learning_rate": 0.0004208323529411765, "loss": 2.8509, "step": 229000 }, { "epoch": 12.37, "learning_rate": 0.0004178941176470588, "loss": 2.8533, "step": 230000 }, { "epoch": 12.42, "learning_rate": 0.0004149529411764706, "loss": 2.851, "step": 231000 }, { "epoch": 12.47, "learning_rate": 0.00041201470588235294, "loss": 2.8564, "step": 232000 }, { "epoch": 12.53, "learning_rate": 0.00040907352941176473, "loss": 2.8575, "step": 233000 }, { "epoch": 12.58, "learning_rate": 0.00040613235294117647, "loss": 2.8597, "step": 234000 }, { "epoch": 12.63, "learning_rate": 0.0004031941176470588, "loss": 2.862, "step": 235000 }, { "epoch": 12.69, "learning_rate": 0.0004002529411764706, "loss": 2.8681, "step": 236000 }, { "epoch": 12.74, "learning_rate": 0.00039731176470588235, "loss": 2.8676, "step": 237000 }, { "epoch": 12.8, "learning_rate": 0.00039437058823529414, "loss": 2.8679, "step": 238000 }, { "epoch": 12.85, "learning_rate": 0.00039143235294117644, "loss": 2.8722, "step": 239000 }, { "epoch": 12.9, "learning_rate": 0.00038849117647058823, "loss": 2.8704, "step": 240000 }, { "epoch": 12.96, "learning_rate": 0.00038555294117647063, "loss": 2.8698, "step": 241000 }, { "epoch": 13.0, "eval_accuracy": 0.4124001019554951, "eval_loss": 3.334566593170166, "eval_runtime": 153.4386, "eval_samples_per_second": 377.467, "eval_steps_per_second": 5.898, "step": 241800 }, { "epoch": 13.01, "learning_rate": 0.00038261176470588237, "loss": 2.8591, "step": 242000 }, { "epoch": 13.06, "learning_rate": 0.0003796735294117647, "loss": 2.8145, "step": 243000 }, { "epoch": 13.12, "learning_rate": 0.00037673235294117646, "loss": 2.8202, "step": 244000 }, { "epoch": 13.17, "learning_rate": 0.00037379117647058825, "loss": 2.8253, "step": 245000 }, { "epoch": 13.23, "learning_rate": 0.0003708529411764706, "loss": 2.8266, "step": 246000 }, { "epoch": 13.28, "learning_rate": 0.00036791176470588234, "loss": 2.828, "step": 247000 }, { "epoch": 13.33, "learning_rate": 0.00036497058823529413, "loss": 2.8293, "step": 248000 }, { "epoch": 13.39, "learning_rate": 0.00036202941176470587, "loss": 2.8366, "step": 249000 }, { "epoch": 13.44, "learning_rate": 0.00035909411764705883, "loss": 2.833, "step": 250000 }, { "epoch": 13.49, "learning_rate": 0.00035615294117647057, "loss": 2.8374, "step": 251000 }, { "epoch": 13.55, "learning_rate": 0.00035321176470588236, "loss": 2.8412, "step": 252000 }, { "epoch": 13.6, "learning_rate": 0.0003502735294117647, "loss": 2.8395, "step": 253000 }, { "epoch": 13.66, "learning_rate": 0.0003473323529411765, "loss": 2.8447, "step": 254000 }, { "epoch": 13.71, "learning_rate": 0.00034439117647058824, "loss": 2.8452, "step": 255000 }, { "epoch": 13.76, "learning_rate": 0.00034145, "loss": 2.8468, "step": 256000 }, { "epoch": 13.82, "learning_rate": 0.00033850882352941177, "loss": 2.8423, "step": 257000 }, { "epoch": 13.87, "learning_rate": 0.00033557352941176473, "loss": 2.8491, "step": 258000 }, { "epoch": 13.92, "learning_rate": 0.0003326352941176471, "loss": 2.8509, "step": 259000 }, { "epoch": 13.98, "learning_rate": 0.0003296941176470588, "loss": 2.8466, "step": 260000 }, { "epoch": 14.0, "eval_accuracy": 0.41103603739783456, "eval_loss": 3.3659889698028564, "eval_runtime": 153.5876, "eval_samples_per_second": 377.101, "eval_steps_per_second": 5.892, "step": 260400 }, { "epoch": 14.03, "learning_rate": 0.0003267529411764706, "loss": 2.8134, "step": 261000 }, { "epoch": 14.09, "learning_rate": 0.00032381176470588235, "loss": 2.7979, "step": 262000 }, { "epoch": 14.14, "learning_rate": 0.00032087352941176475, "loss": 2.8031, "step": 263000 }, { "epoch": 14.19, "learning_rate": 0.00031793235294117644, "loss": 2.8053, "step": 264000 }, { "epoch": 14.25, "learning_rate": 0.00031499117647058823, "loss": 2.8064, "step": 265000 }, { "epoch": 14.3, "learning_rate": 0.00031205, "loss": 2.8108, "step": 266000 }, { "epoch": 14.35, "learning_rate": 0.000309114705882353, "loss": 2.813, "step": 267000 }, { "epoch": 14.41, "learning_rate": 0.0003061764705882353, "loss": 2.8169, "step": 268000 }, { "epoch": 14.46, "learning_rate": 0.0003032352941176471, "loss": 2.8133, "step": 269000 }, { "epoch": 14.52, "learning_rate": 0.0003002941176470588, "loss": 2.8175, "step": 270000 }, { "epoch": 14.57, "learning_rate": 0.0002973529411764706, "loss": 2.8211, "step": 271000 }, { "epoch": 14.62, "learning_rate": 0.0002944117647058824, "loss": 2.8244, "step": 272000 }, { "epoch": 14.68, "learning_rate": 0.0002914705882352941, "loss": 2.824, "step": 273000 }, { "epoch": 14.73, "learning_rate": 0.00028852941176470587, "loss": 2.8284, "step": 274000 }, { "epoch": 14.78, "learning_rate": 0.00028558823529411766, "loss": 2.8244, "step": 275000 }, { "epoch": 14.84, "learning_rate": 0.00028265, "loss": 2.8288, "step": 276000 }, { "epoch": 14.89, "learning_rate": 0.0002797088235294118, "loss": 2.8286, "step": 277000 }, { "epoch": 14.95, "learning_rate": 0.0002767705882352941, "loss": 2.8313, "step": 278000 }, { "epoch": 15.0, "learning_rate": 0.0002738294117647059, "loss": 2.8253, "step": 279000 }, { "epoch": 15.0, "eval_accuracy": 0.4127363481686103, "eval_loss": 3.3566222190856934, "eval_runtime": 154.4389, "eval_samples_per_second": 375.022, "eval_steps_per_second": 5.86, "step": 279000 }, { "epoch": 15.05, "learning_rate": 0.00027088823529411763, "loss": 2.7791, "step": 280000 }, { "epoch": 15.11, "learning_rate": 0.00026795000000000003, "loss": 2.7812, "step": 281000 }, { "epoch": 15.16, "learning_rate": 0.00026500882352941177, "loss": 2.7858, "step": 282000 }, { "epoch": 15.22, "learning_rate": 0.0002620705882352941, "loss": 2.7945, "step": 283000 }, { "epoch": 15.27, "learning_rate": 0.0002591294117647059, "loss": 2.7885, "step": 284000 }, { "epoch": 15.32, "learning_rate": 0.00025619117647058827, "loss": 2.7939, "step": 285000 }, { "epoch": 15.38, "learning_rate": 0.00025325, "loss": 2.7941, "step": 286000 }, { "epoch": 15.43, "learning_rate": 0.00025031176470588235, "loss": 2.8015, "step": 287000 }, { "epoch": 15.48, "learning_rate": 0.00024737058823529415, "loss": 2.8007, "step": 288000 }, { "epoch": 15.54, "learning_rate": 0.0002444294117647059, "loss": 2.8006, "step": 289000 }, { "epoch": 15.59, "learning_rate": 0.00024148823529411765, "loss": 2.8011, "step": 290000 }, { "epoch": 15.65, "learning_rate": 0.00023855000000000003, "loss": 2.8047, "step": 291000 }, { "epoch": 15.7, "learning_rate": 0.00023560882352941176, "loss": 2.8052, "step": 292000 }, { "epoch": 15.75, "learning_rate": 0.00023267058823529414, "loss": 2.8025, "step": 293000 }, { "epoch": 15.81, "learning_rate": 0.00022972941176470588, "loss": 2.8028, "step": 294000 }, { "epoch": 15.86, "learning_rate": 0.00022679117647058826, "loss": 2.8107, "step": 295000 }, { "epoch": 15.91, "learning_rate": 0.00022385, "loss": 2.8037, "step": 296000 }, { "epoch": 15.97, "learning_rate": 0.00022091176470588237, "loss": 2.8058, "step": 297000 }, { "epoch": 16.0, "eval_accuracy": 0.41131376803619984, "eval_loss": 3.378085136413574, "eval_runtime": 153.1864, "eval_samples_per_second": 378.088, "eval_steps_per_second": 5.908, "step": 297600 }, { "epoch": 16.02, "learning_rate": 0.0002179705882352941, "loss": 2.7912, "step": 298000 }, { "epoch": 16.08, "learning_rate": 0.0002150294117647059, "loss": 2.7613, "step": 299000 }, { "epoch": 16.13, "learning_rate": 0.00021208823529411767, "loss": 2.7684, "step": 300000 }, { "epoch": 16.18, "learning_rate": 0.00020915000000000002, "loss": 2.769, "step": 301000 }, { "epoch": 16.24, "learning_rate": 0.00020621176470588234, "loss": 2.7768, "step": 302000 }, { "epoch": 16.29, "learning_rate": 0.00020327058823529413, "loss": 2.7762, "step": 303000 }, { "epoch": 16.34, "learning_rate": 0.0002003294117647059, "loss": 2.7738, "step": 304000 }, { "epoch": 16.4, "learning_rate": 0.00019739117647058825, "loss": 2.7754, "step": 305000 }, { "epoch": 16.45, "learning_rate": 0.00019445, "loss": 2.7823, "step": 306000 }, { "epoch": 16.51, "learning_rate": 0.00019151176470588236, "loss": 2.7826, "step": 307000 }, { "epoch": 16.56, "learning_rate": 0.00018857058823529413, "loss": 2.7848, "step": 308000 }, { "epoch": 16.61, "learning_rate": 0.0001856294117647059, "loss": 2.7803, "step": 309000 }, { "epoch": 16.67, "learning_rate": 0.00018268823529411766, "loss": 2.7872, "step": 310000 }, { "epoch": 16.72, "learning_rate": 0.0001797470588235294, "loss": 2.787, "step": 311000 }, { "epoch": 16.77, "learning_rate": 0.00017680882352941177, "loss": 2.785, "step": 312000 }, { "epoch": 16.83, "learning_rate": 0.0001738676470588235, "loss": 2.7892, "step": 313000 }, { "epoch": 16.88, "learning_rate": 0.0001709264705882353, "loss": 2.7841, "step": 314000 }, { "epoch": 16.94, "learning_rate": 0.00016798529411764707, "loss": 2.7881, "step": 315000 }, { "epoch": 16.99, "learning_rate": 0.00016504705882352942, "loss": 2.7908, "step": 316000 }, { "epoch": 17.0, "eval_accuracy": 0.41194850414439416, "eval_loss": 3.385124444961548, "eval_runtime": 153.7223, "eval_samples_per_second": 376.77, "eval_steps_per_second": 5.887, "step": 316200 }, { "epoch": 17.04, "learning_rate": 0.00016211176470588235, "loss": 2.7549, "step": 317000 }, { "epoch": 17.1, "learning_rate": 0.00015917058823529412, "loss": 2.7526, "step": 318000 }, { "epoch": 17.15, "learning_rate": 0.0001562294117647059, "loss": 2.7539, "step": 319000 }, { "epoch": 17.2, "learning_rate": 0.00015329117647058823, "loss": 2.7572, "step": 320000 }, { "epoch": 17.26, "learning_rate": 0.00015035000000000002, "loss": 2.7556, "step": 321000 }, { "epoch": 17.31, "learning_rate": 0.00014740882352941176, "loss": 2.7586, "step": 322000 }, { "epoch": 17.37, "learning_rate": 0.00014446764705882353, "loss": 2.7568, "step": 323000 }, { "epoch": 17.42, "learning_rate": 0.0001415264705882353, "loss": 2.7627, "step": 324000 }, { "epoch": 17.47, "learning_rate": 0.00013858823529411764, "loss": 2.7655, "step": 325000 }, { "epoch": 17.53, "learning_rate": 0.0001356470588235294, "loss": 2.7653, "step": 326000 }, { "epoch": 17.58, "learning_rate": 0.00013270588235294117, "loss": 2.7651, "step": 327000 }, { "epoch": 17.63, "learning_rate": 0.00012976764705882355, "loss": 2.7704, "step": 328000 }, { "epoch": 17.69, "learning_rate": 0.00012682647058823529, "loss": 2.7669, "step": 329000 }, { "epoch": 17.74, "learning_rate": 0.00012388823529411764, "loss": 2.7659, "step": 330000 }, { "epoch": 17.8, "learning_rate": 0.00012094705882352941, "loss": 2.7658, "step": 331000 }, { "epoch": 17.85, "learning_rate": 0.00011800588235294118, "loss": 2.7708, "step": 332000 }, { "epoch": 17.9, "learning_rate": 0.00011506764705882353, "loss": 2.7669, "step": 333000 }, { "epoch": 17.96, "learning_rate": 0.00011212647058823531, "loss": 2.7701, "step": 334000 }, { "epoch": 18.0, "eval_accuracy": 0.41275025485514677, "eval_loss": 3.3872385025024414, "eval_runtime": 153.0517, "eval_samples_per_second": 378.421, "eval_steps_per_second": 5.913, "step": 334800 }, { "epoch": 18.01, "learning_rate": 0.00010918529411764706, "loss": 2.7633, "step": 335000 }, { "epoch": 18.06, "learning_rate": 0.00010624411764705882, "loss": 2.7371, "step": 336000 }, { "epoch": 18.12, "learning_rate": 0.00010330588235294117, "loss": 2.7362, "step": 337000 }, { "epoch": 18.17, "learning_rate": 0.00010036470588235294, "loss": 2.7389, "step": 338000 }, { "epoch": 18.23, "learning_rate": 9.74264705882353e-05, "loss": 2.7427, "step": 339000 }, { "epoch": 18.28, "learning_rate": 9.448529411764705e-05, "loss": 2.7458, "step": 340000 }, { "epoch": 18.33, "learning_rate": 9.154411764705882e-05, "loss": 2.7439, "step": 341000 }, { "epoch": 18.39, "learning_rate": 8.860588235294117e-05, "loss": 2.7465, "step": 342000 }, { "epoch": 18.44, "learning_rate": 8.566470588235293e-05, "loss": 2.7453, "step": 343000 }, { "epoch": 18.49, "learning_rate": 8.27264705882353e-05, "loss": 2.7531, "step": 344000 }, { "epoch": 18.55, "learning_rate": 7.978529411764706e-05, "loss": 2.7479, "step": 345000 }, { "epoch": 18.6, "learning_rate": 7.684411764705883e-05, "loss": 2.7496, "step": 346000 }, { "epoch": 18.66, "learning_rate": 7.390294117647059e-05, "loss": 2.7496, "step": 347000 }, { "epoch": 18.71, "learning_rate": 7.096470588235294e-05, "loss": 2.7498, "step": 348000 }, { "epoch": 18.76, "learning_rate": 6.80264705882353e-05, "loss": 2.7499, "step": 349000 }, { "epoch": 18.82, "learning_rate": 6.508529411764706e-05, "loss": 2.7466, "step": 350000 }, { "epoch": 18.87, "learning_rate": 6.214411764705882e-05, "loss": 2.7539, "step": 351000 }, { "epoch": 18.92, "learning_rate": 5.920588235294118e-05, "loss": 2.7515, "step": 352000 }, { "epoch": 18.98, "learning_rate": 5.626470588235294e-05, "loss": 2.7511, "step": 353000 }, { "epoch": 19.0, "eval_accuracy": 0.41200177951842015, "eval_loss": 3.403754472732544, "eval_runtime": 153.7263, "eval_samples_per_second": 376.76, "eval_steps_per_second": 5.887, "step": 353400 }, { "epoch": 19.03, "learning_rate": 5.332352941176471e-05, "loss": 2.7378, "step": 354000 }, { "epoch": 19.09, "learning_rate": 5.038529411764706e-05, "loss": 2.7307, "step": 355000 }, { "epoch": 19.14, "learning_rate": 4.7444117647058824e-05, "loss": 2.7299, "step": 356000 }, { "epoch": 19.19, "learning_rate": 4.450294117647059e-05, "loss": 2.7367, "step": 357000 }, { "epoch": 19.25, "learning_rate": 4.156470588235294e-05, "loss": 2.731, "step": 358000 }, { "epoch": 19.3, "learning_rate": 3.862352941176471e-05, "loss": 2.7302, "step": 359000 }, { "epoch": 19.35, "learning_rate": 3.568529411764706e-05, "loss": 2.7275, "step": 360000 }, { "epoch": 19.41, "learning_rate": 3.2744117647058826e-05, "loss": 2.7326, "step": 361000 }, { "epoch": 19.46, "learning_rate": 2.9805882352941176e-05, "loss": 2.7306, "step": 362000 }, { "epoch": 19.52, "learning_rate": 2.686470588235294e-05, "loss": 2.731, "step": 363000 }, { "epoch": 19.57, "learning_rate": 2.3923529411764706e-05, "loss": 2.7339, "step": 364000 }, { "epoch": 19.62, "learning_rate": 2.098235294117647e-05, "loss": 2.7355, "step": 365000 }, { "epoch": 19.68, "learning_rate": 1.8041176470588236e-05, "loss": 2.7329, "step": 366000 }, { "epoch": 19.73, "learning_rate": 1.5100000000000001e-05, "loss": 2.731, "step": 367000 }, { "epoch": 19.78, "learning_rate": 1.2161764705882353e-05, "loss": 2.7359, "step": 368000 }, { "epoch": 19.84, "learning_rate": 9.223529411764705e-06, "loss": 2.7291, "step": 369000 }, { "epoch": 19.89, "learning_rate": 6.2823529411764705e-06, "loss": 2.731, "step": 370000 }, { "epoch": 19.95, "learning_rate": 3.3411764705882354e-06, "loss": 2.7347, "step": 371000 }, { "epoch": 20.0, "learning_rate": 4.0000000000000003e-07, "loss": 2.7292, "step": 372000 }, { "epoch": 20.0, "eval_accuracy": 0.4118896526593414, "eval_loss": 3.411447286605835, "eval_runtime": 153.7365, "eval_samples_per_second": 376.736, "eval_steps_per_second": 5.887, "step": 372000 }, { "epoch": 20.0, "step": 372000, "total_flos": 1.56732865394688e+18, "train_loss": 3.009390573809224, "train_runtime": 81008.6007, "train_samples_per_second": 146.944, "train_steps_per_second": 4.592 } ], "logging_steps": 1000, "max_steps": 372000, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 5000, "total_flos": 1.56732865394688e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }