|
{ |
|
"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 |
|
} |
|
|