| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 4.989473684210527, | |
| "eval_steps": 500, | |
| "global_step": 237, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08421052631578947, | |
| "grad_norm": 64.44918823242188, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 5.9893, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.16842105263157894, | |
| "grad_norm": 1.1460206508636475, | |
| "learning_rate": 3.888888888888889e-05, | |
| "loss": 1.7662, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.25263157894736843, | |
| "grad_norm": 0.8948838710784912, | |
| "learning_rate": 6.111111111111112e-05, | |
| "loss": 0.8212, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.3368421052631579, | |
| "grad_norm": 0.5042845606803894, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 0.533, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.42105263157894735, | |
| "grad_norm": 0.5063032507896423, | |
| "learning_rate": 0.00010555555555555557, | |
| "loss": 0.425, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.5052631578947369, | |
| "grad_norm": 0.4761255383491516, | |
| "learning_rate": 0.00012777777777777776, | |
| "loss": 0.3875, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.5894736842105263, | |
| "grad_norm": 0.4021145701408386, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 0.3799, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.6736842105263158, | |
| "grad_norm": 0.441383421421051, | |
| "learning_rate": 0.00017222222222222224, | |
| "loss": 0.3438, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.7578947368421053, | |
| "grad_norm": 0.3923978805541992, | |
| "learning_rate": 0.00019444444444444446, | |
| "loss": 0.2952, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.8421052631578947, | |
| "grad_norm": 0.39148256182670593, | |
| "learning_rate": 0.00019999007677495127, | |
| "loss": 0.2766, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.9263157894736842, | |
| "grad_norm": 0.3753437101840973, | |
| "learning_rate": 0.0001999459775237086, | |
| "loss": 0.329, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.0105263157894737, | |
| "grad_norm": 0.49228230118751526, | |
| "learning_rate": 0.00019986661520865405, | |
| "loss": 0.2808, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.0947368421052632, | |
| "grad_norm": 0.3359147608280182, | |
| "learning_rate": 0.00019975201783049805, | |
| "loss": 0.2385, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 1.1789473684210527, | |
| "grad_norm": 0.33956533670425415, | |
| "learning_rate": 0.00019960222582162976, | |
| "loss": 0.224, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 1.263157894736842, | |
| "grad_norm": 0.29228124022483826, | |
| "learning_rate": 0.00019941729203185165, | |
| "loss": 0.2062, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.3473684210526315, | |
| "grad_norm": 0.3463740944862366, | |
| "learning_rate": 0.00019919728170973296, | |
| "loss": 0.2335, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 1.431578947368421, | |
| "grad_norm": 0.30409345030784607, | |
| "learning_rate": 0.00019894227247958845, | |
| "loss": 0.2242, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 1.5157894736842106, | |
| "grad_norm": 0.3040483593940735, | |
| "learning_rate": 0.00019865235431409123, | |
| "loss": 0.1707, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 0.3167271614074707, | |
| "learning_rate": 0.00019832762950252813, | |
| "loss": 0.2288, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 1.6842105263157894, | |
| "grad_norm": 0.4126874804496765, | |
| "learning_rate": 0.00019796821261471018, | |
| "loss": 0.202, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.768421052631579, | |
| "grad_norm": 0.3122522830963135, | |
| "learning_rate": 0.00019757423046054968, | |
| "loss": 0.2209, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 1.8526315789473684, | |
| "grad_norm": 0.348960280418396, | |
| "learning_rate": 0.00019714582204531918, | |
| "loss": 0.1551, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 1.936842105263158, | |
| "grad_norm": 0.413482666015625, | |
| "learning_rate": 0.00019668313852060735, | |
| "loss": 0.1818, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 2.0210526315789474, | |
| "grad_norm": 0.2502991259098053, | |
| "learning_rate": 0.00019618634313098952, | |
| "loss": 0.1355, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 2.1052631578947367, | |
| "grad_norm": 0.33105117082595825, | |
| "learning_rate": 0.00019565561115643152, | |
| "loss": 0.1286, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.1894736842105265, | |
| "grad_norm": 0.3156004548072815, | |
| "learning_rate": 0.00019509112985044717, | |
| "loss": 0.0978, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 2.2736842105263158, | |
| "grad_norm": 0.39305001497268677, | |
| "learning_rate": 0.00019449309837403137, | |
| "loss": 0.1227, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 2.3578947368421055, | |
| "grad_norm": 0.3099610209465027, | |
| "learning_rate": 0.00019386172772539162, | |
| "loss": 0.1346, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 2.442105263157895, | |
| "grad_norm": 0.2809341847896576, | |
| "learning_rate": 0.00019319724066550373, | |
| "loss": 0.1223, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 2.526315789473684, | |
| "grad_norm": 0.40614527463912964, | |
| "learning_rate": 0.00019249987163951667, | |
| "loss": 0.1353, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.610526315789474, | |
| "grad_norm": 0.23737777769565582, | |
| "learning_rate": 0.00019176986669403555, | |
| "loss": 0.112, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 2.694736842105263, | |
| "grad_norm": 0.2852821350097656, | |
| "learning_rate": 0.00019100748339031113, | |
| "loss": 0.1349, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 2.7789473684210524, | |
| "grad_norm": 0.43856674432754517, | |
| "learning_rate": 0.00019021299071336664, | |
| "loss": 0.1179, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 2.863157894736842, | |
| "grad_norm": 0.3141747713088989, | |
| "learning_rate": 0.00018938666897709425, | |
| "loss": 0.1306, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 2.9473684210526314, | |
| "grad_norm": 0.2711346447467804, | |
| "learning_rate": 0.00018852880972535432, | |
| "loss": 0.1551, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 3.031578947368421, | |
| "grad_norm": 0.25603431463241577, | |
| "learning_rate": 0.0001876397156291125, | |
| "loss": 0.0794, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 3.1157894736842104, | |
| "grad_norm": 0.42339861392974854, | |
| "learning_rate": 0.00018671970037965118, | |
| "loss": 0.0744, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.2693917751312256, | |
| "learning_rate": 0.0001857690885778923, | |
| "loss": 0.0696, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 3.2842105263157895, | |
| "grad_norm": 0.2737679183483124, | |
| "learning_rate": 0.0001847882156198713, | |
| "loss": 0.0653, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 3.3684210526315788, | |
| "grad_norm": 0.4129018187522888, | |
| "learning_rate": 0.00018377742757840244, | |
| "loss": 0.0806, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 3.4526315789473685, | |
| "grad_norm": 0.3873012065887451, | |
| "learning_rate": 0.00018273708108097677, | |
| "loss": 0.0752, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 3.536842105263158, | |
| "grad_norm": 0.3241969645023346, | |
| "learning_rate": 0.0001816675431839365, | |
| "loss": 0.0772, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 3.6210526315789475, | |
| "grad_norm": 0.3158609867095947, | |
| "learning_rate": 0.0001805691912429696, | |
| "loss": 0.0802, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 3.705263157894737, | |
| "grad_norm": 0.3270516097545624, | |
| "learning_rate": 0.00017944241277997077, | |
| "loss": 0.0712, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 3.7894736842105265, | |
| "grad_norm": 0.30987676978111267, | |
| "learning_rate": 0.00017828760534631565, | |
| "loss": 0.0699, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 3.873684210526316, | |
| "grad_norm": 0.28480827808380127, | |
| "learning_rate": 0.0001771051763825959, | |
| "loss": 0.0858, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 3.957894736842105, | |
| "grad_norm": 0.24550119042396545, | |
| "learning_rate": 0.0001758955430748658, | |
| "loss": 0.0619, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 4.042105263157895, | |
| "grad_norm": 0.3428252041339874, | |
| "learning_rate": 0.00017465913220744998, | |
| "loss": 0.0585, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 4.126315789473685, | |
| "grad_norm": 0.32337552309036255, | |
| "learning_rate": 0.00017339638001236492, | |
| "loss": 0.0518, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 4.2105263157894735, | |
| "grad_norm": 0.2767057716846466, | |
| "learning_rate": 0.00017210773201540707, | |
| "loss": 0.0435, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 4.294736842105263, | |
| "grad_norm": 0.22791585326194763, | |
| "learning_rate": 0.00017079364287896174, | |
| "loss": 0.0471, | |
| "step": 204 | |
| }, | |
| { | |
| "epoch": 4.378947368421053, | |
| "grad_norm": 0.3095114231109619, | |
| "learning_rate": 0.00016945457624158871, | |
| "loss": 0.0401, | |
| "step": 208 | |
| }, | |
| { | |
| "epoch": 4.463157894736842, | |
| "grad_norm": 0.2641872465610504, | |
| "learning_rate": 0.0001680910045544406, | |
| "loss": 0.0447, | |
| "step": 212 | |
| }, | |
| { | |
| "epoch": 4.5473684210526315, | |
| "grad_norm": 0.3095775842666626, | |
| "learning_rate": 0.00016670340891457216, | |
| "loss": 0.052, | |
| "step": 216 | |
| }, | |
| { | |
| "epoch": 4.631578947368421, | |
| "grad_norm": 0.292422890663147, | |
| "learning_rate": 0.00016529227889519886, | |
| "loss": 0.0439, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 4.715789473684211, | |
| "grad_norm": 0.2715825140476227, | |
| "learning_rate": 0.0001638581123729652, | |
| "loss": 0.039, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "grad_norm": 0.17827194929122925, | |
| "learning_rate": 0.00016240141535228323, | |
| "loss": 0.0424, | |
| "step": 228 | |
| }, | |
| { | |
| "epoch": 4.88421052631579, | |
| "grad_norm": 0.21712446212768555, | |
| "learning_rate": 0.0001609227017868033, | |
| "loss": 0.0502, | |
| "step": 232 | |
| }, | |
| { | |
| "epoch": 4.968421052631579, | |
| "grad_norm": 0.45244210958480835, | |
| "learning_rate": 0.00015942249339808058, | |
| "loss": 0.0548, | |
| "step": 236 | |
| } | |
| ], | |
| "logging_steps": 4, | |
| "max_steps": 705, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 15, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.532279741218816e+16, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |