{ "best_metric": 0.06447368860244751, "best_model_checkpoint": "runs/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": 2.198932409286499, "learning_rate": 1.9692307692307696e-05, "loss": 1.0245, "step": 10 }, { "epoch": 0.15384615384615385, "grad_norm": 1.8804973363876343, "learning_rate": 1.9384615384615386e-05, "loss": 0.9455, "step": 20 }, { "epoch": 0.23076923076923078, "grad_norm": 2.0275747776031494, "learning_rate": 1.907692307692308e-05, "loss": 0.8402, "step": 30 }, { "epoch": 0.3076923076923077, "grad_norm": 2.6169326305389404, "learning_rate": 1.876923076923077e-05, "loss": 0.6958, "step": 40 }, { "epoch": 0.38461538461538464, "grad_norm": 4.97913932800293, "learning_rate": 1.8461538461538465e-05, "loss": 0.6621, "step": 50 }, { "epoch": 0.46153846153846156, "grad_norm": 2.330277681350708, "learning_rate": 1.8153846153846155e-05, "loss": 0.5817, "step": 60 }, { "epoch": 0.5384615384615384, "grad_norm": 1.8199760913848877, "learning_rate": 1.784615384615385e-05, "loss": 0.5207, "step": 70 }, { "epoch": 0.6153846153846154, "grad_norm": 1.2205573320388794, "learning_rate": 1.753846153846154e-05, "loss": 0.3956, "step": 80 }, { "epoch": 0.6923076923076923, "grad_norm": 2.3881430625915527, "learning_rate": 1.7230769230769234e-05, "loss": 0.354, "step": 90 }, { "epoch": 0.7692307692307693, "grad_norm": 3.0776097774505615, "learning_rate": 1.6923076923076924e-05, "loss": 0.3698, "step": 100 }, { "epoch": 0.8461538461538461, "grad_norm": 2.2470011711120605, "learning_rate": 1.6615384615384618e-05, "loss": 0.3316, "step": 110 }, { "epoch": 0.9230769230769231, "grad_norm": 2.575230836868286, "learning_rate": 1.630769230769231e-05, "loss": 0.247, "step": 120 }, { "epoch": 1.0, "grad_norm": 7.0244927406311035, "learning_rate": 1.6000000000000003e-05, "loss": 0.2821, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.21702182292938232, "eval_runtime": 4.8414, "eval_samples_per_second": 27.471, "eval_steps_per_second": 3.511, "step": 130 }, { "epoch": 1.0769230769230769, "grad_norm": 1.5459403991699219, "learning_rate": 1.5692307692307693e-05, "loss": 0.1998, "step": 140 }, { "epoch": 1.1538461538461537, "grad_norm": 3.0010740756988525, "learning_rate": 1.5384615384615387e-05, "loss": 0.2238, "step": 150 }, { "epoch": 1.2307692307692308, "grad_norm": 1.4257588386535645, "learning_rate": 1.5076923076923078e-05, "loss": 0.2054, "step": 160 }, { "epoch": 1.3076923076923077, "grad_norm": 0.5266915559768677, "learning_rate": 1.4769230769230772e-05, "loss": 0.2185, "step": 170 }, { "epoch": 1.3846153846153846, "grad_norm": 0.6089905500411987, "learning_rate": 1.4461538461538462e-05, "loss": 0.2053, "step": 180 }, { "epoch": 1.4615384615384617, "grad_norm": 2.8735594749450684, "learning_rate": 1.4153846153846156e-05, "loss": 0.1624, "step": 190 }, { "epoch": 1.5384615384615383, "grad_norm": 0.4562249481678009, "learning_rate": 1.3846153846153847e-05, "loss": 0.2551, "step": 200 }, { "epoch": 1.6153846153846154, "grad_norm": 0.5948198437690735, "learning_rate": 1.353846153846154e-05, "loss": 0.1809, "step": 210 }, { "epoch": 1.6923076923076923, "grad_norm": 3.139431953430176, "learning_rate": 1.3230769230769231e-05, "loss": 0.2144, "step": 220 }, { "epoch": 1.7692307692307692, "grad_norm": 1.9466521739959717, "learning_rate": 1.2923076923076925e-05, "loss": 0.1757, "step": 230 }, { "epoch": 1.8461538461538463, "grad_norm": 5.938401699066162, "learning_rate": 1.2615384615384616e-05, "loss": 0.2557, "step": 240 }, { "epoch": 1.9230769230769231, "grad_norm": 0.3760318160057068, "learning_rate": 1.230769230769231e-05, "loss": 0.1325, "step": 250 }, { "epoch": 2.0, "grad_norm": 0.34790655970573425, "learning_rate": 1.2e-05, "loss": 0.1291, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.12987138330936432, "eval_runtime": 1.598, "eval_samples_per_second": 83.231, "eval_steps_per_second": 10.639, "step": 260 }, { "epoch": 2.076923076923077, "grad_norm": 0.5149113535881042, "learning_rate": 1.1692307692307694e-05, "loss": 0.094, "step": 270 }, { "epoch": 2.1538461538461537, "grad_norm": 0.33900701999664307, "learning_rate": 1.1384615384615385e-05, "loss": 0.1408, "step": 280 }, { "epoch": 2.230769230769231, "grad_norm": 9.22519588470459, "learning_rate": 1.1076923076923079e-05, "loss": 0.1303, "step": 290 }, { "epoch": 2.3076923076923075, "grad_norm": 14.370689392089844, "learning_rate": 1.076923076923077e-05, "loss": 0.1368, "step": 300 }, { "epoch": 2.3846153846153846, "grad_norm": 5.706496238708496, "learning_rate": 1.0461538461538463e-05, "loss": 0.176, "step": 310 }, { "epoch": 2.4615384615384617, "grad_norm": 0.3110077381134033, "learning_rate": 1.0153846153846154e-05, "loss": 0.1567, "step": 320 }, { "epoch": 2.5384615384615383, "grad_norm": 5.352679252624512, "learning_rate": 9.846153846153848e-06, "loss": 0.1918, "step": 330 }, { "epoch": 2.6153846153846154, "grad_norm": 0.9024627804756165, "learning_rate": 9.53846153846154e-06, "loss": 0.0693, "step": 340 }, { "epoch": 2.6923076923076925, "grad_norm": 0.35386863350868225, "learning_rate": 9.230769230769232e-06, "loss": 0.1379, "step": 350 }, { "epoch": 2.769230769230769, "grad_norm": 11.4584379196167, "learning_rate": 8.923076923076925e-06, "loss": 0.1184, "step": 360 }, { "epoch": 2.8461538461538463, "grad_norm": 0.31197383999824524, "learning_rate": 8.615384615384617e-06, "loss": 0.1491, "step": 370 }, { "epoch": 2.9230769230769234, "grad_norm": 1.1729108095169067, "learning_rate": 8.307692307692309e-06, "loss": 0.1374, "step": 380 }, { "epoch": 3.0, "grad_norm": 0.29289594292640686, "learning_rate": 8.000000000000001e-06, "loss": 0.1379, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.09719473123550415, "eval_runtime": 1.6898, "eval_samples_per_second": 78.709, "eval_steps_per_second": 10.061, "step": 390 }, { "epoch": 3.076923076923077, "grad_norm": 2.651108741760254, "learning_rate": 7.692307692307694e-06, "loss": 0.1398, "step": 400 }, { "epoch": 3.1538461538461537, "grad_norm": 7.282815933227539, "learning_rate": 7.384615384615386e-06, "loss": 0.1577, "step": 410 }, { "epoch": 3.230769230769231, "grad_norm": 9.063953399658203, "learning_rate": 7.076923076923078e-06, "loss": 0.1402, "step": 420 }, { "epoch": 3.3076923076923075, "grad_norm": 0.23233899474143982, "learning_rate": 6.76923076923077e-06, "loss": 0.0767, "step": 430 }, { "epoch": 3.3846153846153846, "grad_norm": 6.015790939331055, "learning_rate": 6.461538461538463e-06, "loss": 0.1157, "step": 440 }, { "epoch": 3.4615384615384617, "grad_norm": 12.260323524475098, "learning_rate": 6.153846153846155e-06, "loss": 0.0839, "step": 450 }, { "epoch": 3.5384615384615383, "grad_norm": 4.703426837921143, "learning_rate": 5.846153846153847e-06, "loss": 0.0988, "step": 460 }, { "epoch": 3.6153846153846154, "grad_norm": 9.774993896484375, "learning_rate": 5.538461538461539e-06, "loss": 0.0759, "step": 470 }, { "epoch": 3.6923076923076925, "grad_norm": 0.22184737026691437, "learning_rate": 5.230769230769232e-06, "loss": 0.0985, "step": 480 }, { "epoch": 3.769230769230769, "grad_norm": 0.21117015182971954, "learning_rate": 4.923076923076924e-06, "loss": 0.0741, "step": 490 }, { "epoch": 3.8461538461538463, "grad_norm": 0.9010984897613525, "learning_rate": 4.615384615384616e-06, "loss": 0.1356, "step": 500 }, { "epoch": 3.9230769230769234, "grad_norm": 0.20677432417869568, "learning_rate": 4.307692307692308e-06, "loss": 0.1337, "step": 510 }, { "epoch": 4.0, "grad_norm": 0.3007451593875885, "learning_rate": 4.000000000000001e-06, "loss": 0.0803, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.06447368860244751, "eval_runtime": 1.7388, "eval_samples_per_second": 76.491, "eval_steps_per_second": 9.777, "step": 520 }, { "epoch": 4.076923076923077, "grad_norm": 6.4211835861206055, "learning_rate": 3.692307692307693e-06, "loss": 0.0977, "step": 530 }, { "epoch": 4.153846153846154, "grad_norm": 1.6094409227371216, "learning_rate": 3.384615384615385e-06, "loss": 0.1672, "step": 540 }, { "epoch": 4.230769230769231, "grad_norm": 0.3714386522769928, "learning_rate": 3.0769230769230774e-06, "loss": 0.1514, "step": 550 }, { "epoch": 4.3076923076923075, "grad_norm": 1.195460557937622, "learning_rate": 2.7692307692307697e-06, "loss": 0.0497, "step": 560 }, { "epoch": 4.384615384615385, "grad_norm": 0.2668437659740448, "learning_rate": 2.461538461538462e-06, "loss": 0.1348, "step": 570 }, { "epoch": 4.461538461538462, "grad_norm": 0.26586711406707764, "learning_rate": 2.153846153846154e-06, "loss": 0.0843, "step": 580 }, { "epoch": 4.538461538461538, "grad_norm": 8.662138938903809, "learning_rate": 1.8461538461538465e-06, "loss": 0.0777, "step": 590 }, { "epoch": 4.615384615384615, "grad_norm": 1.8624422550201416, "learning_rate": 1.5384615384615387e-06, "loss": 0.0838, "step": 600 }, { "epoch": 4.6923076923076925, "grad_norm": 5.394564628601074, "learning_rate": 1.230769230769231e-06, "loss": 0.0872, "step": 610 }, { "epoch": 4.769230769230769, "grad_norm": 0.24372971057891846, "learning_rate": 9.230769230769232e-07, "loss": 0.0838, "step": 620 }, { "epoch": 4.846153846153846, "grad_norm": 0.2118876874446869, "learning_rate": 6.153846153846155e-07, "loss": 0.0674, "step": 630 }, { "epoch": 4.923076923076923, "grad_norm": 0.2302178144454956, "learning_rate": 3.0769230769230774e-07, "loss": 0.0807, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.5646482110023499, "learning_rate": 0.0, "loss": 0.1123, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.07908037304878235, "eval_runtime": 1.654, "eval_samples_per_second": 80.413, "eval_steps_per_second": 10.278, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.21960490552278666, "train_runtime": 192.2421, "train_samples_per_second": 26.893, "train_steps_per_second": 3.381 } ], "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 }