{ "best_metric": 0.06558172404766083, "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": 2.198366403579712, "learning_rate": 1.9692307692307696e-05, "loss": 1.0245, "step": 10 }, { "epoch": 0.15384615384615385, "grad_norm": 1.8460220098495483, "learning_rate": 1.9384615384615386e-05, "loss": 0.9453, "step": 20 }, { "epoch": 0.23076923076923078, "grad_norm": 2.117300271987915, "learning_rate": 1.907692307692308e-05, "loss": 0.8406, "step": 30 }, { "epoch": 0.3076923076923077, "grad_norm": 2.645448684692383, "learning_rate": 1.876923076923077e-05, "loss": 0.6951, "step": 40 }, { "epoch": 0.38461538461538464, "grad_norm": 4.24210262298584, "learning_rate": 1.8461538461538465e-05, "loss": 0.662, "step": 50 }, { "epoch": 0.46153846153846156, "grad_norm": 2.095567464828491, "learning_rate": 1.8153846153846155e-05, "loss": 0.5811, "step": 60 }, { "epoch": 0.5384615384615384, "grad_norm": 2.079636573791504, "learning_rate": 1.784615384615385e-05, "loss": 0.5193, "step": 70 }, { "epoch": 0.6153846153846154, "grad_norm": 1.218340277671814, "learning_rate": 1.753846153846154e-05, "loss": 0.3945, "step": 80 }, { "epoch": 0.6923076923076923, "grad_norm": 2.4416184425354004, "learning_rate": 1.7230769230769234e-05, "loss": 0.3528, "step": 90 }, { "epoch": 0.7692307692307693, "grad_norm": 2.8852720260620117, "learning_rate": 1.6923076923076924e-05, "loss": 0.3689, "step": 100 }, { "epoch": 0.8461538461538461, "grad_norm": 1.9503966569900513, "learning_rate": 1.6615384615384618e-05, "loss": 0.3368, "step": 110 }, { "epoch": 0.9230769230769231, "grad_norm": 2.335829496383667, "learning_rate": 1.630769230769231e-05, "loss": 0.2468, "step": 120 }, { "epoch": 1.0, "grad_norm": 7.0948638916015625, "learning_rate": 1.6000000000000003e-05, "loss": 0.2859, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.21892516314983368, "eval_runtime": 0.9855, "eval_samples_per_second": 134.957, "eval_steps_per_second": 17.25, "step": 130 }, { "epoch": 1.0769230769230769, "grad_norm": 1.765810251235962, "learning_rate": 1.5692307692307693e-05, "loss": 0.2006, "step": 140 }, { "epoch": 1.1538461538461537, "grad_norm": 3.1403791904449463, "learning_rate": 1.5384615384615387e-05, "loss": 0.2243, "step": 150 }, { "epoch": 1.2307692307692308, "grad_norm": 1.4933677911758423, "learning_rate": 1.5076923076923078e-05, "loss": 0.2035, "step": 160 }, { "epoch": 1.3076923076923077, "grad_norm": 0.5171657800674438, "learning_rate": 1.4769230769230772e-05, "loss": 0.2208, "step": 170 }, { "epoch": 1.3846153846153846, "grad_norm": 0.600874662399292, "learning_rate": 1.4461538461538462e-05, "loss": 0.211, "step": 180 }, { "epoch": 1.4615384615384617, "grad_norm": 3.5654282569885254, "learning_rate": 1.4153846153846156e-05, "loss": 0.1607, "step": 190 }, { "epoch": 1.5384615384615383, "grad_norm": 0.47061973810195923, "learning_rate": 1.3846153846153847e-05, "loss": 0.2526, "step": 200 }, { "epoch": 1.6153846153846154, "grad_norm": 0.6342479586601257, "learning_rate": 1.353846153846154e-05, "loss": 0.1804, "step": 210 }, { "epoch": 1.6923076923076923, "grad_norm": 2.391136884689331, "learning_rate": 1.3230769230769231e-05, "loss": 0.2121, "step": 220 }, { "epoch": 1.7692307692307692, "grad_norm": 1.8535972833633423, "learning_rate": 1.2923076923076925e-05, "loss": 0.1678, "step": 230 }, { "epoch": 1.8461538461538463, "grad_norm": 11.256393432617188, "learning_rate": 1.2615384615384616e-05, "loss": 0.2574, "step": 240 }, { "epoch": 1.9230769230769231, "grad_norm": 0.4076194167137146, "learning_rate": 1.230769230769231e-05, "loss": 0.1442, "step": 250 }, { "epoch": 2.0, "grad_norm": 0.3490784168243408, "learning_rate": 1.2e-05, "loss": 0.1316, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.13337133824825287, "eval_runtime": 0.9938, "eval_samples_per_second": 133.827, "eval_steps_per_second": 17.106, "step": 260 }, { "epoch": 2.076923076923077, "grad_norm": 0.5328232645988464, "learning_rate": 1.1692307692307694e-05, "loss": 0.0897, "step": 270 }, { "epoch": 2.1538461538461537, "grad_norm": 0.3375113904476166, "learning_rate": 1.1384615384615385e-05, "loss": 0.1475, "step": 280 }, { "epoch": 2.230769230769231, "grad_norm": 7.195676326751709, "learning_rate": 1.1076923076923079e-05, "loss": 0.1321, "step": 290 }, { "epoch": 2.3076923076923075, "grad_norm": 8.226975440979004, "learning_rate": 1.076923076923077e-05, "loss": 0.1375, "step": 300 }, { "epoch": 2.3846153846153846, "grad_norm": 5.051274299621582, "learning_rate": 1.0461538461538463e-05, "loss": 0.1755, "step": 310 }, { "epoch": 2.4615384615384617, "grad_norm": 0.30559489130973816, "learning_rate": 1.0153846153846154e-05, "loss": 0.1542, "step": 320 }, { "epoch": 2.5384615384615383, "grad_norm": 6.551879405975342, "learning_rate": 9.846153846153848e-06, "loss": 0.1872, "step": 330 }, { "epoch": 2.6153846153846154, "grad_norm": 1.2321629524230957, "learning_rate": 9.53846153846154e-06, "loss": 0.0714, "step": 340 }, { "epoch": 2.6923076923076925, "grad_norm": 0.3684569299221039, "learning_rate": 9.230769230769232e-06, "loss": 0.1325, "step": 350 }, { "epoch": 2.769230769230769, "grad_norm": 9.62742805480957, "learning_rate": 8.923076923076925e-06, "loss": 0.1203, "step": 360 }, { "epoch": 2.8461538461538463, "grad_norm": 0.3335096836090088, "learning_rate": 8.615384615384617e-06, "loss": 0.154, "step": 370 }, { "epoch": 2.9230769230769234, "grad_norm": 1.1392183303833008, "learning_rate": 8.307692307692309e-06, "loss": 0.1306, "step": 380 }, { "epoch": 3.0, "grad_norm": 0.29587361216545105, "learning_rate": 8.000000000000001e-06, "loss": 0.1438, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.09808181971311569, "eval_runtime": 0.9838, "eval_samples_per_second": 135.192, "eval_steps_per_second": 17.28, "step": 390 }, { "epoch": 3.076923076923077, "grad_norm": 2.2563395500183105, "learning_rate": 7.692307692307694e-06, "loss": 0.1325, "step": 400 }, { "epoch": 3.1538461538461537, "grad_norm": 6.758065223693848, "learning_rate": 7.384615384615386e-06, "loss": 0.154, "step": 410 }, { "epoch": 3.230769230769231, "grad_norm": 8.712298393249512, "learning_rate": 7.076923076923078e-06, "loss": 0.1422, "step": 420 }, { "epoch": 3.3076923076923075, "grad_norm": 0.23161759972572327, "learning_rate": 6.76923076923077e-06, "loss": 0.0768, "step": 430 }, { "epoch": 3.3846153846153846, "grad_norm": 5.164632797241211, "learning_rate": 6.461538461538463e-06, "loss": 0.1136, "step": 440 }, { "epoch": 3.4615384615384617, "grad_norm": 12.590032577514648, "learning_rate": 6.153846153846155e-06, "loss": 0.0854, "step": 450 }, { "epoch": 3.5384615384615383, "grad_norm": 4.483827590942383, "learning_rate": 5.846153846153847e-06, "loss": 0.098, "step": 460 }, { "epoch": 3.6153846153846154, "grad_norm": 7.863719940185547, "learning_rate": 5.538461538461539e-06, "loss": 0.0778, "step": 470 }, { "epoch": 3.6923076923076925, "grad_norm": 0.21892791986465454, "learning_rate": 5.230769230769232e-06, "loss": 0.0957, "step": 480 }, { "epoch": 3.769230769230769, "grad_norm": 0.2107536494731903, "learning_rate": 4.923076923076924e-06, "loss": 0.0775, "step": 490 }, { "epoch": 3.8461538461538463, "grad_norm": 0.9603075981140137, "learning_rate": 4.615384615384616e-06, "loss": 0.1357, "step": 500 }, { "epoch": 3.9230769230769234, "grad_norm": 0.21214883029460907, "learning_rate": 4.307692307692308e-06, "loss": 0.1225, "step": 510 }, { "epoch": 4.0, "grad_norm": 0.2996317744255066, "learning_rate": 4.000000000000001e-06, "loss": 0.0833, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.06558172404766083, "eval_runtime": 1.0412, "eval_samples_per_second": 127.735, "eval_steps_per_second": 16.327, "step": 520 }, { "epoch": 4.076923076923077, "grad_norm": 9.374862670898438, "learning_rate": 3.692307692307693e-06, "loss": 0.1009, "step": 530 }, { "epoch": 4.153846153846154, "grad_norm": 1.5623271465301514, "learning_rate": 3.384615384615385e-06, "loss": 0.1658, "step": 540 }, { "epoch": 4.230769230769231, "grad_norm": 0.3211674094200134, "learning_rate": 3.0769230769230774e-06, "loss": 0.1534, "step": 550 }, { "epoch": 4.3076923076923075, "grad_norm": 1.208674430847168, "learning_rate": 2.7692307692307697e-06, "loss": 0.0504, "step": 560 }, { "epoch": 4.384615384615385, "grad_norm": 0.3158506751060486, "learning_rate": 2.461538461538462e-06, "loss": 0.1345, "step": 570 }, { "epoch": 4.461538461538462, "grad_norm": 0.2690170705318451, "learning_rate": 2.153846153846154e-06, "loss": 0.0816, "step": 580 }, { "epoch": 4.538461538461538, "grad_norm": 9.395990371704102, "learning_rate": 1.8461538461538465e-06, "loss": 0.0714, "step": 590 }, { "epoch": 4.615384615384615, "grad_norm": 3.067613124847412, "learning_rate": 1.5384615384615387e-06, "loss": 0.0892, "step": 600 }, { "epoch": 4.6923076923076925, "grad_norm": 5.167181491851807, "learning_rate": 1.230769230769231e-06, "loss": 0.087, "step": 610 }, { "epoch": 4.769230769230769, "grad_norm": 0.2610948383808136, "learning_rate": 9.230769230769232e-07, "loss": 0.0807, "step": 620 }, { "epoch": 4.846153846153846, "grad_norm": 0.22187209129333496, "learning_rate": 6.153846153846155e-07, "loss": 0.0668, "step": 630 }, { "epoch": 4.923076923076923, "grad_norm": 0.23086942732334137, "learning_rate": 3.0769230769230774e-07, "loss": 0.0784, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.6445406675338745, "learning_rate": 0.0, "loss": 0.1107, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.0816693976521492, "eval_runtime": 1.9096, "eval_samples_per_second": 69.648, "eval_steps_per_second": 8.902, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.0, "train_runtime": 3.5904, "train_samples_per_second": 1439.946, "train_steps_per_second": 90.519 } ], "logging_steps": 10, "max_steps": 325, "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 }