{ "best_metric": 0.08565253019332886, "best_model_checkpoint": "./beans_outputs/checkpoint-650", "epoch": 5.0, "global_step": 650, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08, "learning_rate": 1.9692307692307696e-05, "loss": 1.0129, "step": 10 }, { "epoch": 0.15, "learning_rate": 1.9384615384615386e-05, "loss": 0.981, "step": 20 }, { "epoch": 0.23, "learning_rate": 1.907692307692308e-05, "loss": 0.8538, "step": 30 }, { "epoch": 0.31, "learning_rate": 1.876923076923077e-05, "loss": 0.7629, "step": 40 }, { "epoch": 0.38, "learning_rate": 1.8461538461538465e-05, "loss": 0.6842, "step": 50 }, { "epoch": 0.46, "learning_rate": 1.8153846153846155e-05, "loss": 0.6331, "step": 60 }, { "epoch": 0.54, "learning_rate": 1.784615384615385e-05, "loss": 0.5599, "step": 70 }, { "epoch": 0.62, "learning_rate": 1.753846153846154e-05, "loss": 0.4303, "step": 80 }, { "epoch": 0.69, "learning_rate": 1.7230769230769234e-05, "loss": 0.3775, "step": 90 }, { "epoch": 0.77, "learning_rate": 1.6923076923076924e-05, "loss": 0.3291, "step": 100 }, { "epoch": 0.85, "learning_rate": 1.6615384615384618e-05, "loss": 0.3385, "step": 110 }, { "epoch": 0.92, "learning_rate": 1.630769230769231e-05, "loss": 0.2658, "step": 120 }, { "epoch": 1.0, "learning_rate": 1.6000000000000003e-05, "loss": 0.308, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.2117719203233719, "eval_runtime": 1.3566, "eval_samples_per_second": 98.042, "eval_steps_per_second": 12.532, "step": 130 }, { "epoch": 1.08, "learning_rate": 1.5692307692307693e-05, "loss": 0.2892, "step": 140 }, { "epoch": 1.15, "learning_rate": 1.5384615384615387e-05, "loss": 0.2359, "step": 150 }, { "epoch": 1.23, "learning_rate": 1.5076923076923078e-05, "loss": 0.2336, "step": 160 }, { "epoch": 1.31, "learning_rate": 1.4769230769230772e-05, "loss": 0.1469, "step": 170 }, { "epoch": 1.38, "learning_rate": 1.4461538461538462e-05, "loss": 0.1915, "step": 180 }, { "epoch": 1.46, "learning_rate": 1.4153846153846156e-05, "loss": 0.1963, "step": 190 }, { "epoch": 1.54, "learning_rate": 1.3846153846153847e-05, "loss": 0.1549, "step": 200 }, { "epoch": 1.62, "learning_rate": 1.353846153846154e-05, "loss": 0.1447, "step": 210 }, { "epoch": 1.69, "learning_rate": 1.3230769230769231e-05, "loss": 0.1779, "step": 220 }, { "epoch": 1.77, "learning_rate": 1.2923076923076925e-05, "loss": 0.1904, "step": 230 }, { "epoch": 1.85, "learning_rate": 1.2615384615384616e-05, "loss": 0.1902, "step": 240 }, { "epoch": 1.92, "learning_rate": 1.230769230769231e-05, "loss": 0.2154, "step": 250 }, { "epoch": 2.0, "learning_rate": 1.2e-05, "loss": 0.2219, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.1302611231803894, "eval_runtime": 1.4178, "eval_samples_per_second": 93.808, "eval_steps_per_second": 11.991, "step": 260 }, { "epoch": 2.08, "learning_rate": 1.1692307692307694e-05, "loss": 0.1568, "step": 270 }, { "epoch": 2.15, "learning_rate": 1.1384615384615385e-05, "loss": 0.1809, "step": 280 }, { "epoch": 2.23, "learning_rate": 1.1076923076923079e-05, "loss": 0.2291, "step": 290 }, { "epoch": 2.31, "learning_rate": 1.076923076923077e-05, "loss": 0.1456, "step": 300 }, { "epoch": 2.38, "learning_rate": 1.0461538461538463e-05, "loss": 0.2131, "step": 310 }, { "epoch": 2.46, "learning_rate": 1.0153846153846154e-05, "loss": 0.1676, "step": 320 }, { "epoch": 2.54, "learning_rate": 9.846153846153848e-06, "loss": 0.1338, "step": 330 }, { "epoch": 2.62, "learning_rate": 9.53846153846154e-06, "loss": 0.1717, "step": 340 }, { "epoch": 2.69, "learning_rate": 9.230769230769232e-06, "loss": 0.1218, "step": 350 }, { "epoch": 2.77, "learning_rate": 8.923076923076925e-06, "loss": 0.1224, "step": 360 }, { "epoch": 2.85, "learning_rate": 8.615384615384617e-06, "loss": 0.136, "step": 370 }, { "epoch": 2.92, "learning_rate": 8.307692307692309e-06, "loss": 0.0875, "step": 380 }, { "epoch": 3.0, "learning_rate": 8.000000000000001e-06, "loss": 0.1831, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.11418382823467255, "eval_runtime": 1.3894, "eval_samples_per_second": 95.726, "eval_steps_per_second": 12.236, "step": 390 }, { "epoch": 3.08, "learning_rate": 7.692307692307694e-06, "loss": 0.1057, "step": 400 }, { "epoch": 3.15, "learning_rate": 7.384615384615386e-06, "loss": 0.1514, "step": 410 }, { "epoch": 3.23, "learning_rate": 7.076923076923078e-06, "loss": 0.099, "step": 420 }, { "epoch": 3.31, "learning_rate": 6.76923076923077e-06, "loss": 0.1241, "step": 430 }, { "epoch": 3.38, "learning_rate": 6.461538461538463e-06, "loss": 0.1543, "step": 440 }, { "epoch": 3.46, "learning_rate": 6.153846153846155e-06, "loss": 0.0997, "step": 450 }, { "epoch": 3.54, "learning_rate": 5.846153846153847e-06, "loss": 0.1242, "step": 460 }, { "epoch": 3.62, "learning_rate": 5.538461538461539e-06, "loss": 0.2135, "step": 470 }, { "epoch": 3.69, "learning_rate": 5.230769230769232e-06, "loss": 0.1074, "step": 480 }, { "epoch": 3.77, "learning_rate": 4.923076923076924e-06, "loss": 0.1023, "step": 490 }, { "epoch": 3.85, "learning_rate": 4.615384615384616e-06, "loss": 0.0578, "step": 500 }, { "epoch": 3.92, "learning_rate": 4.307692307692308e-06, "loss": 0.1487, "step": 510 }, { "epoch": 4.0, "learning_rate": 4.000000000000001e-06, "loss": 0.0838, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.10310114920139313, "eval_runtime": 1.3721, "eval_samples_per_second": 96.931, "eval_steps_per_second": 12.39, "step": 520 }, { "epoch": 4.08, "learning_rate": 3.692307692307693e-06, "loss": 0.1201, "step": 530 }, { "epoch": 4.15, "learning_rate": 3.384615384615385e-06, "loss": 0.0799, "step": 540 }, { "epoch": 4.23, "learning_rate": 3.0769230769230774e-06, "loss": 0.1362, "step": 550 }, { "epoch": 4.31, "learning_rate": 2.7692307692307697e-06, "loss": 0.1308, "step": 560 }, { "epoch": 4.38, "learning_rate": 2.461538461538462e-06, "loss": 0.1356, "step": 570 }, { "epoch": 4.46, "learning_rate": 2.153846153846154e-06, "loss": 0.0681, "step": 580 }, { "epoch": 4.54, "learning_rate": 1.8461538461538465e-06, "loss": 0.0825, "step": 590 }, { "epoch": 4.62, "learning_rate": 1.5384615384615387e-06, "loss": 0.074, "step": 600 }, { "epoch": 4.69, "learning_rate": 1.230769230769231e-06, "loss": 0.0909, "step": 610 }, { "epoch": 4.77, "learning_rate": 9.230769230769232e-07, "loss": 0.0875, "step": 620 }, { "epoch": 4.85, "learning_rate": 6.153846153846155e-07, "loss": 0.1273, "step": 630 }, { "epoch": 4.92, "learning_rate": 3.0769230769230774e-07, "loss": 0.1401, "step": 640 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 0.1266, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.08565253019332886, "eval_runtime": 1.4608, "eval_samples_per_second": 91.043, "eval_steps_per_second": 11.637, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.23302755612593432, "train_runtime": 157.279, "train_samples_per_second": 32.872, "train_steps_per_second": 4.133 } ], "max_steps": 650, "num_train_epochs": 5, "total_flos": 4.006371770595533e+17, "trial_name": null, "trial_params": null }