| { | |
| "best_metric": 0.06357112526893616, | |
| "best_model_checkpoint": "./beans_outputs/checkpoint-520", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 650, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.07692307692307693, | |
| "grad_norm": 2.219912052154541, | |
| "learning_rate": 1.9692307692307696e-05, | |
| "loss": 1.0246, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.15384615384615385, | |
| "grad_norm": 1.8681813478469849, | |
| "learning_rate": 1.9384615384615386e-05, | |
| "loss": 0.9458, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.23076923076923078, | |
| "grad_norm": 2.1414010524749756, | |
| "learning_rate": 1.907692307692308e-05, | |
| "loss": 0.843, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.3076923076923077, | |
| "grad_norm": 2.6058433055877686, | |
| "learning_rate": 1.876923076923077e-05, | |
| "loss": 0.6974, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.38461538461538464, | |
| "grad_norm": 4.402042388916016, | |
| "learning_rate": 1.8461538461538465e-05, | |
| "loss": 0.6629, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.46153846153846156, | |
| "grad_norm": 2.1224277019500732, | |
| "learning_rate": 1.8153846153846155e-05, | |
| "loss": 0.5859, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.5384615384615384, | |
| "grad_norm": 1.8387095928192139, | |
| "learning_rate": 1.784615384615385e-05, | |
| "loss": 0.5239, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.6153846153846154, | |
| "grad_norm": 1.2264832258224487, | |
| "learning_rate": 1.753846153846154e-05, | |
| "loss": 0.3948, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.6923076923076923, | |
| "grad_norm": 2.4116926193237305, | |
| "learning_rate": 1.7230769230769234e-05, | |
| "loss": 0.3542, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.7692307692307693, | |
| "grad_norm": 3.2245359420776367, | |
| "learning_rate": 1.6923076923076924e-05, | |
| "loss": 0.3714, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.8461538461538461, | |
| "grad_norm": 1.8246150016784668, | |
| "learning_rate": 1.6615384615384618e-05, | |
| "loss": 0.3337, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.9230769230769231, | |
| "grad_norm": 2.579549789428711, | |
| "learning_rate": 1.630769230769231e-05, | |
| "loss": 0.245, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 7.8159403800964355, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 0.2848, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9624060150375939, | |
| "eval_loss": 0.21651236712932587, | |
| "eval_runtime": 4.5968, | |
| "eval_samples_per_second": 28.933, | |
| "eval_steps_per_second": 3.698, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.0769230769230769, | |
| "grad_norm": 1.6502667665481567, | |
| "learning_rate": 1.5692307692307693e-05, | |
| "loss": 0.2002, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.1538461538461537, | |
| "grad_norm": 3.110250473022461, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.2245, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.2307692307692308, | |
| "grad_norm": 1.432618498802185, | |
| "learning_rate": 1.5076923076923078e-05, | |
| "loss": 0.2014, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.3076923076923077, | |
| "grad_norm": 0.5069489479064941, | |
| "learning_rate": 1.4769230769230772e-05, | |
| "loss": 0.2194, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.3846153846153846, | |
| "grad_norm": 0.616087794303894, | |
| "learning_rate": 1.4461538461538462e-05, | |
| "loss": 0.2059, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.4615384615384617, | |
| "grad_norm": 3.305881977081299, | |
| "learning_rate": 1.4153846153846156e-05, | |
| "loss": 0.1563, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "grad_norm": 0.44331827759742737, | |
| "learning_rate": 1.3846153846153847e-05, | |
| "loss": 0.2556, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.6153846153846154, | |
| "grad_norm": 0.6302493214607239, | |
| "learning_rate": 1.353846153846154e-05, | |
| "loss": 0.1847, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.6923076923076923, | |
| "grad_norm": 3.098297119140625, | |
| "learning_rate": 1.3230769230769231e-05, | |
| "loss": 0.2169, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.7692307692307692, | |
| "grad_norm": 1.7016505002975464, | |
| "learning_rate": 1.2923076923076925e-05, | |
| "loss": 0.1744, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.8461538461538463, | |
| "grad_norm": 2.809041976928711, | |
| "learning_rate": 1.2615384615384616e-05, | |
| "loss": 0.2587, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.9230769230769231, | |
| "grad_norm": 0.39431506395339966, | |
| "learning_rate": 1.230769230769231e-05, | |
| "loss": 0.1388, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.34844547510147095, | |
| "learning_rate": 1.2e-05, | |
| "loss": 0.1354, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9774436090225563, | |
| "eval_loss": 0.1263737827539444, | |
| "eval_runtime": 4.4788, | |
| "eval_samples_per_second": 29.696, | |
| "eval_steps_per_second": 3.796, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.076923076923077, | |
| "grad_norm": 0.46993738412857056, | |
| "learning_rate": 1.1692307692307694e-05, | |
| "loss": 0.0904, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.1538461538461537, | |
| "grad_norm": 0.33621352910995483, | |
| "learning_rate": 1.1384615384615385e-05, | |
| "loss": 0.1381, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.230769230769231, | |
| "grad_norm": 6.853353023529053, | |
| "learning_rate": 1.1076923076923079e-05, | |
| "loss": 0.1324, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.3076923076923075, | |
| "grad_norm": 9.30165958404541, | |
| "learning_rate": 1.076923076923077e-05, | |
| "loss": 0.1401, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.3846153846153846, | |
| "grad_norm": 5.741597652435303, | |
| "learning_rate": 1.0461538461538463e-05, | |
| "loss": 0.1749, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.4615384615384617, | |
| "grad_norm": 0.3132116198539734, | |
| "learning_rate": 1.0153846153846154e-05, | |
| "loss": 0.1525, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.5384615384615383, | |
| "grad_norm": 7.111733436584473, | |
| "learning_rate": 9.846153846153848e-06, | |
| "loss": 0.1783, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.6153846153846154, | |
| "grad_norm": 1.1952487230300903, | |
| "learning_rate": 9.53846153846154e-06, | |
| "loss": 0.075, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.6923076923076925, | |
| "grad_norm": 0.3361908197402954, | |
| "learning_rate": 9.230769230769232e-06, | |
| "loss": 0.1362, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.769230769230769, | |
| "grad_norm": 7.930729389190674, | |
| "learning_rate": 8.923076923076925e-06, | |
| "loss": 0.1209, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.8461538461538463, | |
| "grad_norm": 0.30117857456207275, | |
| "learning_rate": 8.615384615384617e-06, | |
| "loss": 0.1499, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.9230769230769234, | |
| "grad_norm": 1.120028018951416, | |
| "learning_rate": 8.307692307692309e-06, | |
| "loss": 0.1284, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.28898346424102783, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.1425, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9774436090225563, | |
| "eval_loss": 0.09617571532726288, | |
| "eval_runtime": 4.5523, | |
| "eval_samples_per_second": 29.216, | |
| "eval_steps_per_second": 3.734, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "grad_norm": 2.4895524978637695, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.1354, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.1538461538461537, | |
| "grad_norm": 8.028548240661621, | |
| "learning_rate": 7.384615384615386e-06, | |
| "loss": 0.1611, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.230769230769231, | |
| "grad_norm": 8.18461799621582, | |
| "learning_rate": 7.076923076923078e-06, | |
| "loss": 0.1389, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.3076923076923075, | |
| "grad_norm": 0.23116138577461243, | |
| "learning_rate": 6.76923076923077e-06, | |
| "loss": 0.0745, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.3846153846153846, | |
| "grad_norm": 4.462396144866943, | |
| "learning_rate": 6.461538461538463e-06, | |
| "loss": 0.1249, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.4615384615384617, | |
| "grad_norm": 11.275718688964844, | |
| "learning_rate": 6.153846153846155e-06, | |
| "loss": 0.0792, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.5384615384615383, | |
| "grad_norm": 5.329637050628662, | |
| "learning_rate": 5.846153846153847e-06, | |
| "loss": 0.0952, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.6153846153846154, | |
| "grad_norm": 8.307212829589844, | |
| "learning_rate": 5.538461538461539e-06, | |
| "loss": 0.0717, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.6923076923076925, | |
| "grad_norm": 0.2321697175502777, | |
| "learning_rate": 5.230769230769232e-06, | |
| "loss": 0.0842, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.769230769230769, | |
| "grad_norm": 0.21286359429359436, | |
| "learning_rate": 4.923076923076924e-06, | |
| "loss": 0.0762, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 3.8461538461538463, | |
| "grad_norm": 0.9805808067321777, | |
| "learning_rate": 4.615384615384616e-06, | |
| "loss": 0.1455, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.9230769230769234, | |
| "grad_norm": 0.22639550268650055, | |
| "learning_rate": 4.307692307692308e-06, | |
| "loss": 0.1349, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.3098979890346527, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.0847, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9924812030075187, | |
| "eval_loss": 0.06357112526893616, | |
| "eval_runtime": 4.6155, | |
| "eval_samples_per_second": 28.816, | |
| "eval_steps_per_second": 3.683, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.076923076923077, | |
| "grad_norm": 5.721865653991699, | |
| "learning_rate": 3.692307692307693e-06, | |
| "loss": 0.0969, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 4.153846153846154, | |
| "grad_norm": 1.4805147647857666, | |
| "learning_rate": 3.384615384615385e-06, | |
| "loss": 0.1625, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 4.230769230769231, | |
| "grad_norm": 0.37912416458129883, | |
| "learning_rate": 3.0769230769230774e-06, | |
| "loss": 0.1505, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.3076923076923075, | |
| "grad_norm": 1.2134712934494019, | |
| "learning_rate": 2.7692307692307697e-06, | |
| "loss": 0.0487, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 4.384615384615385, | |
| "grad_norm": 0.5184732675552368, | |
| "learning_rate": 2.461538461538462e-06, | |
| "loss": 0.133, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 4.461538461538462, | |
| "grad_norm": 0.2708996832370758, | |
| "learning_rate": 2.153846153846154e-06, | |
| "loss": 0.082, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 4.538461538461538, | |
| "grad_norm": 9.838260650634766, | |
| "learning_rate": 1.8461538461538465e-06, | |
| "loss": 0.0671, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.615384615384615, | |
| "grad_norm": 3.5887091159820557, | |
| "learning_rate": 1.5384615384615387e-06, | |
| "loss": 0.0989, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.6923076923076925, | |
| "grad_norm": 5.537531852722168, | |
| "learning_rate": 1.230769230769231e-06, | |
| "loss": 0.09, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 4.769230769230769, | |
| "grad_norm": 0.2328355312347412, | |
| "learning_rate": 9.230769230769232e-07, | |
| "loss": 0.076, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 4.846153846153846, | |
| "grad_norm": 0.21624204516410828, | |
| "learning_rate": 6.153846153846155e-07, | |
| "loss": 0.0627, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 4.923076923076923, | |
| "grad_norm": 0.22994200885295868, | |
| "learning_rate": 3.0769230769230774e-07, | |
| "loss": 0.0735, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.6011123657226562, | |
| "learning_rate": 0.0, | |
| "loss": 0.11, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9849624060150376, | |
| "eval_loss": 0.08139312267303467, | |
| "eval_runtime": 4.6501, | |
| "eval_samples_per_second": 28.602, | |
| "eval_steps_per_second": 3.656, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 650, | |
| "total_flos": 4.006371770595533e+17, | |
| "train_loss": 0.21934667711074535, | |
| "train_runtime": 562.2583, | |
| "train_samples_per_second": 9.195, | |
| "train_steps_per_second": 1.156 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 650, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.006371770595533e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |