{ "best_metric": null, "best_model_checkpoint": null, "epoch": 12.087431693989071, "global_step": 1100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.22, "learning_rate": 2.5e-06, "loss": 3.5867, "step": 20 }, { "epoch": 0.44, "learning_rate": 5e-06, "loss": 3.5457, "step": 40 }, { "epoch": 0.66, "learning_rate": 7.5e-06, "loss": 3.4513, "step": 60 }, { "epoch": 0.87, "learning_rate": 1e-05, "loss": 3.3432, "step": 80 }, { "epoch": 1.1, "learning_rate": 1.25e-05, "loss": 3.3533, "step": 100 }, { "epoch": 1.1, "eval_loss": 3.2806732654571533, "eval_runtime": 190.4728, "eval_samples_per_second": 25.426, "eval_steps_per_second": 0.798, "eval_wer": 1.0, "step": 100 }, { "epoch": 1.32, "learning_rate": 1.5e-05, "loss": 3.2217, "step": 120 }, { "epoch": 1.54, "learning_rate": 1.7500000000000002e-05, "loss": 3.1765, "step": 140 }, { "epoch": 1.75, "learning_rate": 2e-05, "loss": 3.1408, "step": 160 }, { "epoch": 1.97, "learning_rate": 2.2499999999999998e-05, "loss": 3.1165, "step": 180 }, { "epoch": 2.2, "learning_rate": 2.5e-05, "loss": 3.1709, "step": 200 }, { "epoch": 2.2, "eval_loss": 3.1325438022613525, "eval_runtime": 192.4978, "eval_samples_per_second": 25.159, "eval_steps_per_second": 0.79, "eval_wer": 1.0, "step": 200 }, { "epoch": 2.42, "learning_rate": 2.75e-05, "loss": 3.079, "step": 220 }, { "epoch": 2.63, "learning_rate": 3e-05, "loss": 3.0677, "step": 240 }, { "epoch": 2.85, "learning_rate": 3.2500000000000004e-05, "loss": 3.0656, "step": 260 }, { "epoch": 3.08, "learning_rate": 3.5000000000000004e-05, "loss": 3.1463, "step": 280 }, { "epoch": 3.3, "learning_rate": 3.75e-05, "loss": 3.0573, "step": 300 }, { "epoch": 3.3, "eval_loss": 3.0614514350891113, "eval_runtime": 194.36, "eval_samples_per_second": 24.918, "eval_steps_per_second": 0.782, "eval_wer": 1.0, "step": 300 }, { "epoch": 3.51, "learning_rate": 4e-05, "loss": 3.0511, "step": 320 }, { "epoch": 3.73, "learning_rate": 4.25e-05, "loss": 3.0358, "step": 340 }, { "epoch": 3.95, "learning_rate": 4.4999999999999996e-05, "loss": 3.0416, "step": 360 }, { "epoch": 4.17, "learning_rate": 4.75e-05, "loss": 3.1053, "step": 380 }, { "epoch": 4.39, "learning_rate": 5e-05, "loss": 3.0314, "step": 400 }, { "epoch": 4.39, "eval_loss": 3.0990231037139893, "eval_runtime": 198.3688, "eval_samples_per_second": 24.414, "eval_steps_per_second": 0.766, "eval_wer": 1.0, "step": 400 }, { "epoch": 4.61, "learning_rate": 5.25e-05, "loss": 3.0309, "step": 420 }, { "epoch": 4.83, "learning_rate": 5.5e-05, "loss": 3.0259, "step": 440 }, { "epoch": 5.05, "learning_rate": 5.75e-05, "loss": 3.0998, "step": 460 }, { "epoch": 5.27, "learning_rate": 6e-05, "loss": 3.0152, "step": 480 }, { "epoch": 5.49, "learning_rate": 6.25e-05, "loss": 3.0129, "step": 500 }, { "epoch": 5.49, "eval_loss": 3.039973497390747, "eval_runtime": 190.8567, "eval_samples_per_second": 25.375, "eval_steps_per_second": 0.796, "eval_wer": 1.0, "step": 500 }, { "epoch": 5.71, "learning_rate": 6.500000000000001e-05, "loss": 3.0088, "step": 520 }, { "epoch": 5.93, "learning_rate": 6.75e-05, "loss": 3.0051, "step": 540 }, { "epoch": 6.15, "learning_rate": 7.000000000000001e-05, "loss": 3.073, "step": 560 }, { "epoch": 6.37, "learning_rate": 7.25e-05, "loss": 3.0031, "step": 580 }, { "epoch": 6.59, "learning_rate": 7.5e-05, "loss": 2.9964, "step": 600 }, { "epoch": 6.59, "eval_loss": 2.998962640762329, "eval_runtime": 193.5213, "eval_samples_per_second": 25.026, "eval_steps_per_second": 0.785, "eval_wer": 1.0, "step": 600 }, { "epoch": 6.81, "learning_rate": 7.75e-05, "loss": 2.9921, "step": 620 }, { "epoch": 7.03, "learning_rate": 8e-05, "loss": 3.0665, "step": 640 }, { "epoch": 7.25, "learning_rate": 8.25e-05, "loss": 2.9826, "step": 660 }, { "epoch": 7.47, "learning_rate": 8.5e-05, "loss": 2.9689, "step": 680 }, { "epoch": 7.69, "learning_rate": 8.75e-05, "loss": 2.9602, "step": 700 }, { "epoch": 7.69, "eval_loss": 2.9620397090911865, "eval_runtime": 193.5851, "eval_samples_per_second": 25.017, "eval_steps_per_second": 0.785, "eval_wer": 1.0, "step": 700 }, { "epoch": 7.91, "learning_rate": 8.999999999999999e-05, "loss": 2.9639, "step": 720 }, { "epoch": 8.13, "learning_rate": 9.25e-05, "loss": 3.0215, "step": 740 }, { "epoch": 8.35, "learning_rate": 9.5e-05, "loss": 2.9454, "step": 760 }, { "epoch": 8.57, "learning_rate": 9.750000000000001e-05, "loss": 2.9239, "step": 780 }, { "epoch": 8.79, "learning_rate": 0.0001, "loss": 2.8756, "step": 800 }, { "epoch": 8.79, "eval_loss": 2.7302000522613525, "eval_runtime": 191.8065, "eval_samples_per_second": 25.249, "eval_steps_per_second": 0.792, "eval_wer": 1.0, "step": 800 }, { "epoch": 9.01, "learning_rate": 0.0001025, "loss": 2.8933, "step": 820 }, { "epoch": 9.23, "learning_rate": 0.000105, "loss": 2.7318, "step": 840 }, { "epoch": 9.45, "learning_rate": 0.0001075, "loss": 2.5941, "step": 860 }, { "epoch": 9.67, "learning_rate": 0.00011, "loss": 2.4441, "step": 880 }, { "epoch": 9.89, "learning_rate": 0.00011250000000000001, "loss": 2.2931, "step": 900 }, { "epoch": 9.89, "eval_loss": 1.5057899951934814, "eval_runtime": 196.4368, "eval_samples_per_second": 24.654, "eval_steps_per_second": 0.774, "eval_wer": 0.9775759296054499, "step": 900 }, { "epoch": 10.11, "learning_rate": 0.000115, "loss": 2.1999, "step": 920 }, { "epoch": 10.33, "learning_rate": 0.0001175, "loss": 2.0574, "step": 940 }, { "epoch": 10.55, "learning_rate": 0.00012, "loss": 1.9672, "step": 960 }, { "epoch": 10.77, "learning_rate": 0.0001225, "loss": 1.9015, "step": 980 }, { "epoch": 10.98, "learning_rate": 0.000125, "loss": 1.8427, "step": 1000 }, { "epoch": 10.98, "eval_loss": 0.9154536724090576, "eval_runtime": 203.1168, "eval_samples_per_second": 23.843, "eval_steps_per_second": 0.748, "eval_wer": 0.7832245245529378, "step": 1000 }, { "epoch": 11.21, "learning_rate": 0.0001275, "loss": 1.8155, "step": 1020 }, { "epoch": 11.43, "learning_rate": 0.00013000000000000002, "loss": 1.6767, "step": 1040 }, { "epoch": 11.64, "learning_rate": 0.00013250000000000002, "loss": 1.5184, "step": 1060 }, { "epoch": 11.86, "learning_rate": 0.000135, "loss": 1.4505, "step": 1080 }, { "epoch": 12.09, "learning_rate": 0.0001375, "loss": 1.4286, "step": 1100 }, { "epoch": 12.09, "eval_loss": 0.4074769914150238, "eval_runtime": 194.7798, "eval_samples_per_second": 24.864, "eval_steps_per_second": 0.78, "eval_wer": 0.37964802724950325, "step": 1100 } ], "max_steps": 4550, "num_train_epochs": 50, "total_flos": 1.7049406331377541e+19, "trial_name": null, "trial_params": null }