{ "best_metric": 0.07686759531497955, "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": 1.0375, "step": 10 }, { "epoch": 0.15, "learning_rate": 1.9384615384615386e-05, "loss": 0.9111, "step": 20 }, { "epoch": 0.23, "learning_rate": 1.907692307692308e-05, "loss": 0.8634, "step": 30 }, { "epoch": 0.31, "learning_rate": 1.876923076923077e-05, "loss": 0.7478, "step": 40 }, { "epoch": 0.38, "learning_rate": 1.8461538461538465e-05, "loss": 0.6405, "step": 50 }, { "epoch": 0.46, "learning_rate": 1.8153846153846155e-05, "loss": 0.6192, "step": 60 }, { "epoch": 0.54, "learning_rate": 1.784615384615385e-05, "loss": 0.5288, "step": 70 }, { "epoch": 0.62, "learning_rate": 1.753846153846154e-05, "loss": 0.5027, "step": 80 }, { "epoch": 0.69, "learning_rate": 1.7230769230769234e-05, "loss": 0.4151, "step": 90 }, { "epoch": 0.77, "learning_rate": 1.6923076923076924e-05, "loss": 0.3766, "step": 100 }, { "epoch": 0.85, "learning_rate": 1.6615384615384618e-05, "loss": 0.3143, "step": 110 }, { "epoch": 0.92, "learning_rate": 1.630769230769231e-05, "loss": 0.3103, "step": 120 }, { "epoch": 1.0, "learning_rate": 1.6000000000000003e-05, "loss": 0.2572, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.2294131964445114, "eval_runtime": 0.7988, "eval_samples_per_second": 166.493, "eval_steps_per_second": 21.281, "step": 130 }, { "epoch": 1.08, "learning_rate": 1.5692307692307693e-05, "loss": 0.2859, "step": 140 }, { "epoch": 1.15, "learning_rate": 1.5384615384615387e-05, "loss": 0.2371, "step": 150 }, { "epoch": 1.23, "learning_rate": 1.5076923076923078e-05, "loss": 0.1746, "step": 160 }, { "epoch": 1.31, "learning_rate": 1.4769230769230772e-05, "loss": 0.2764, "step": 170 }, { "epoch": 1.38, "learning_rate": 1.4461538461538462e-05, "loss": 0.1793, "step": 180 }, { "epoch": 1.46, "learning_rate": 1.4153846153846156e-05, "loss": 0.206, "step": 190 }, { "epoch": 1.54, "learning_rate": 1.3846153846153847e-05, "loss": 0.2539, "step": 200 }, { "epoch": 1.62, "learning_rate": 1.353846153846154e-05, "loss": 0.279, "step": 210 }, { "epoch": 1.69, "learning_rate": 1.3230769230769231e-05, "loss": 0.1768, "step": 220 }, { "epoch": 1.77, "learning_rate": 1.2923076923076925e-05, "loss": 0.1347, "step": 230 }, { "epoch": 1.85, "learning_rate": 1.2615384615384616e-05, "loss": 0.2287, "step": 240 }, { "epoch": 1.92, "learning_rate": 1.230769230769231e-05, "loss": 0.185, "step": 250 }, { "epoch": 2.0, "learning_rate": 1.2e-05, "loss": 0.1531, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.150146946310997, "eval_runtime": 0.6931, "eval_samples_per_second": 191.894, "eval_steps_per_second": 24.528, "step": 260 }, { "epoch": 2.08, "learning_rate": 1.1692307692307694e-05, "loss": 0.1469, "step": 270 }, { "epoch": 2.15, "learning_rate": 1.1384615384615385e-05, "loss": 0.1497, "step": 280 }, { "epoch": 2.23, "learning_rate": 1.1076923076923079e-05, "loss": 0.0963, "step": 290 }, { "epoch": 2.31, "learning_rate": 1.076923076923077e-05, "loss": 0.1841, "step": 300 }, { "epoch": 2.38, "learning_rate": 1.0461538461538463e-05, "loss": 0.1971, "step": 310 }, { "epoch": 2.46, "learning_rate": 1.0153846153846154e-05, "loss": 0.1544, "step": 320 }, { "epoch": 2.54, "learning_rate": 9.846153846153848e-06, "loss": 0.1617, "step": 330 }, { "epoch": 2.62, "learning_rate": 9.53846153846154e-06, "loss": 0.0688, "step": 340 }, { "epoch": 2.69, "learning_rate": 9.230769230769232e-06, "loss": 0.0842, "step": 350 }, { "epoch": 2.77, "learning_rate": 8.923076923076925e-06, "loss": 0.202, "step": 360 }, { "epoch": 2.85, "learning_rate": 8.615384615384617e-06, "loss": 0.0992, "step": 370 }, { "epoch": 2.92, "learning_rate": 8.307692307692309e-06, "loss": 0.1998, "step": 380 }, { "epoch": 3.0, "learning_rate": 8.000000000000001e-06, "loss": 0.0817, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.08956795185804367, "eval_runtime": 0.7031, "eval_samples_per_second": 189.173, "eval_steps_per_second": 24.18, "step": 390 }, { "epoch": 3.08, "learning_rate": 7.692307692307694e-06, "loss": 0.1569, "step": 400 }, { "epoch": 3.15, "learning_rate": 7.384615384615386e-06, "loss": 0.1881, "step": 410 }, { "epoch": 3.23, "learning_rate": 7.076923076923078e-06, "loss": 0.2088, "step": 420 }, { "epoch": 3.31, "learning_rate": 6.76923076923077e-06, "loss": 0.1384, "step": 430 }, { "epoch": 3.38, "learning_rate": 6.461538461538463e-06, "loss": 0.1026, "step": 440 }, { "epoch": 3.46, "learning_rate": 6.153846153846155e-06, "loss": 0.1913, "step": 450 }, { "epoch": 3.54, "learning_rate": 5.846153846153847e-06, "loss": 0.118, "step": 460 }, { "epoch": 3.62, "learning_rate": 5.538461538461539e-06, "loss": 0.0935, "step": 470 }, { "epoch": 3.69, "learning_rate": 5.230769230769232e-06, "loss": 0.1232, "step": 480 }, { "epoch": 3.77, "learning_rate": 4.923076923076924e-06, "loss": 0.0574, "step": 490 }, { "epoch": 3.85, "learning_rate": 4.615384615384616e-06, "loss": 0.1887, "step": 500 }, { "epoch": 3.92, "learning_rate": 4.307692307692308e-06, "loss": 0.0658, "step": 510 }, { "epoch": 4.0, "learning_rate": 4.000000000000001e-06, "loss": 0.1444, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.08331022411584854, "eval_runtime": 0.7052, "eval_samples_per_second": 188.603, "eval_steps_per_second": 24.107, "step": 520 }, { "epoch": 4.08, "learning_rate": 3.692307692307693e-06, "loss": 0.082, "step": 530 }, { "epoch": 4.15, "learning_rate": 3.384615384615385e-06, "loss": 0.133, "step": 540 }, { "epoch": 4.23, "learning_rate": 3.0769230769230774e-06, "loss": 0.138, "step": 550 }, { "epoch": 4.31, "learning_rate": 2.7692307692307697e-06, "loss": 0.0927, "step": 560 }, { "epoch": 4.38, "learning_rate": 2.461538461538462e-06, "loss": 0.1089, "step": 570 }, { "epoch": 4.46, "learning_rate": 2.153846153846154e-06, "loss": 0.1057, "step": 580 }, { "epoch": 4.54, "learning_rate": 1.8461538461538465e-06, "loss": 0.1032, "step": 590 }, { "epoch": 4.62, "learning_rate": 1.5384615384615387e-06, "loss": 0.2265, "step": 600 }, { "epoch": 4.69, "learning_rate": 1.230769230769231e-06, "loss": 0.1205, "step": 610 }, { "epoch": 4.77, "learning_rate": 9.230769230769232e-07, "loss": 0.1129, "step": 620 }, { "epoch": 4.85, "learning_rate": 6.153846153846155e-07, "loss": 0.058, "step": 630 }, { "epoch": 4.92, "learning_rate": 3.0769230769230774e-07, "loss": 0.0852, "step": 640 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 0.1576, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.07686759531497955, "eval_runtime": 0.6884, "eval_samples_per_second": 193.213, "eval_steps_per_second": 24.696, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.0, "train_runtime": 0.2484, "train_samples_per_second": 20812.907, "train_steps_per_second": 2616.71 } ], "max_steps": 650, "num_train_epochs": 5, "total_flos": 4.006371770595533e+17, "trial_name": null, "trial_params": null }