{ "best_metric": 2.027944564819336, "best_model_checkpoint": "./checkpoint-700", "epoch": 100.0, "global_step": 700, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.43, "learning_rate": 5.2499999999999994e-08, "loss": 3.5252, "step": 10 }, { "epoch": 2.86, "learning_rate": 1.275e-07, "loss": 3.509, "step": 20 }, { "epoch": 4.29, "learning_rate": 2.025e-07, "loss": 3.481, "step": 30 }, { "epoch": 5.71, "learning_rate": 2.775e-07, "loss": 3.4536, "step": 40 }, { "epoch": 7.14, "learning_rate": 2.86875e-07, "loss": 3.3407, "step": 50 }, { "epoch": 8.57, "learning_rate": 2.6812500000000003e-07, "loss": 3.1837, "step": 60 }, { "epoch": 10.0, "learning_rate": 2.49375e-07, "loss": 3.1471, "step": 70 }, { "epoch": 11.43, "learning_rate": 2.3062500000000002e-07, "loss": 3.0484, "step": 80 }, { "epoch": 12.86, "learning_rate": 2.11875e-07, "loss": 2.9713, "step": 90 }, { "epoch": 14.29, "learning_rate": 1.93125e-07, "loss": 2.9393, "step": 100 }, { "epoch": 14.29, "eval_loss": 2.902493715286255, "eval_runtime": 131.7731, "eval_samples_per_second": 3.885, "eval_steps_per_second": 0.121, "eval_wer": 369.26452784503635, "step": 100 }, { "epoch": 15.71, "learning_rate": 1.74375e-07, "loss": 2.8874, "step": 110 }, { "epoch": 17.14, "learning_rate": 1.5562500000000002e-07, "loss": 2.8192, "step": 120 }, { "epoch": 18.57, "learning_rate": 1.3687499999999999e-07, "loss": 2.8025, "step": 130 }, { "epoch": 20.0, "learning_rate": 1.18125e-07, "loss": 2.7738, "step": 140 }, { "epoch": 21.43, "learning_rate": 9.937499999999999e-08, "loss": 2.7684, "step": 150 }, { "epoch": 22.86, "learning_rate": 8.0625e-08, "loss": 2.7294, "step": 160 }, { "epoch": 24.29, "learning_rate": 6.187499999999999e-08, "loss": 2.7318, "step": 170 }, { "epoch": 25.71, "learning_rate": 4.3125e-08, "loss": 2.7239, "step": 180 }, { "epoch": 27.14, "learning_rate": 2.4374999999999998e-08, "loss": 2.6988, "step": 190 }, { "epoch": 28.57, "learning_rate": 5.625e-09, "loss": 2.7124, "step": 200 }, { "epoch": 28.57, "eval_loss": 2.716507911682129, "eval_runtime": 138.682, "eval_samples_per_second": 3.692, "eval_steps_per_second": 0.115, "eval_wer": 407.92221549636804, "step": 200 }, { "epoch": 30.0, "learning_rate": 1.9108695652173912e-07, "loss": 2.6955, "step": 210 }, { "epoch": 31.43, "learning_rate": 1.8456521739130434e-07, "loss": 2.6743, "step": 220 }, { "epoch": 32.86, "learning_rate": 1.7804347826086957e-07, "loss": 2.6255, "step": 230 }, { "epoch": 34.29, "learning_rate": 1.715217391304348e-07, "loss": 2.6113, "step": 240 }, { "epoch": 35.71, "learning_rate": 1.65e-07, "loss": 2.5752, "step": 250 }, { "epoch": 37.14, "learning_rate": 1.584782608695652e-07, "loss": 2.5542, "step": 260 }, { "epoch": 38.57, "learning_rate": 1.5195652173913042e-07, "loss": 2.514, "step": 270 }, { "epoch": 40.0, "learning_rate": 1.4543478260869565e-07, "loss": 2.5026, "step": 280 }, { "epoch": 41.43, "learning_rate": 1.3891304347826087e-07, "loss": 2.4645, "step": 290 }, { "epoch": 42.86, "learning_rate": 1.323913043478261e-07, "loss": 2.4773, "step": 300 }, { "epoch": 42.86, "eval_loss": 2.4649124145507812, "eval_runtime": 248.4635, "eval_samples_per_second": 2.061, "eval_steps_per_second": 0.064, "eval_wer": 449.50060532687655, "step": 300 }, { "epoch": 44.29, "learning_rate": 1.258695652173913e-07, "loss": 2.428, "step": 310 }, { "epoch": 45.71, "learning_rate": 1.193478260869565e-07, "loss": 2.4309, "step": 320 }, { "epoch": 47.14, "learning_rate": 1.1282608695652174e-07, "loss": 2.395, "step": 330 }, { "epoch": 48.57, "learning_rate": 1.0630434782608696e-07, "loss": 2.3836, "step": 340 }, { "epoch": 50.0, "learning_rate": 9.978260869565218e-08, "loss": 2.3801, "step": 350 }, { "epoch": 51.43, "learning_rate": 9.326086956521739e-08, "loss": 2.3529, "step": 360 }, { "epoch": 52.86, "learning_rate": 8.673913043478261e-08, "loss": 2.3635, "step": 370 }, { "epoch": 54.29, "learning_rate": 8.021739130434783e-08, "loss": 2.3338, "step": 380 }, { "epoch": 55.71, "learning_rate": 7.369565217391304e-08, "loss": 2.3501, "step": 390 }, { "epoch": 57.14, "learning_rate": 6.717391304347826e-08, "loss": 2.3142, "step": 400 }, { "epoch": 57.14, "eval_loss": 2.346592664718628, "eval_runtime": 217.0162, "eval_samples_per_second": 2.359, "eval_steps_per_second": 0.074, "eval_wer": 473.600181598063, "step": 400 }, { "epoch": 58.57, "learning_rate": 6.065217391304348e-08, "loss": 2.3374, "step": 410 }, { "epoch": 60.0, "learning_rate": 5.4130434782608695e-08, "loss": 2.2977, "step": 420 }, { "epoch": 61.43, "learning_rate": 4.760869565217391e-08, "loss": 2.3, "step": 430 }, { "epoch": 62.86, "learning_rate": 4.1086956521739124e-08, "loss": 2.2979, "step": 440 }, { "epoch": 64.29, "learning_rate": 3.4565217391304345e-08, "loss": 2.2983, "step": 450 }, { "epoch": 65.71, "learning_rate": 2.8043478260869563e-08, "loss": 2.3046, "step": 460 }, { "epoch": 67.14, "learning_rate": 2.152173913043478e-08, "loss": 2.2772, "step": 470 }, { "epoch": 68.57, "learning_rate": 1.5e-08, "loss": 2.2866, "step": 480 }, { "epoch": 70.0, "learning_rate": 8.478260869565216e-09, "loss": 2.2822, "step": 490 }, { "epoch": 71.43, "learning_rate": 1.9565217391304347e-09, "loss": 2.2942, "step": 500 }, { "epoch": 71.43, "eval_loss": 2.310106039047241, "eval_runtime": 207.4467, "eval_samples_per_second": 2.468, "eval_steps_per_second": 0.077, "eval_wer": 485.9866828087167, "step": 500 }, { "epoch": 72.86, "learning_rate": 2.895e-07, "loss": 2.2567, "step": 510 }, { "epoch": 74.29, "learning_rate": 2.745e-07, "loss": 2.2426, "step": 520 }, { "epoch": 75.71, "learning_rate": 2.5949999999999996e-07, "loss": 2.2056, "step": 530 }, { "epoch": 77.14, "learning_rate": 2.445e-07, "loss": 2.2007, "step": 540 }, { "epoch": 78.57, "learning_rate": 2.2949999999999998e-07, "loss": 2.1627, "step": 550 }, { "epoch": 80.0, "learning_rate": 2.1449999999999997e-07, "loss": 2.1338, "step": 560 }, { "epoch": 81.43, "learning_rate": 1.995e-07, "loss": 2.1042, "step": 570 }, { "epoch": 82.86, "learning_rate": 1.845e-07, "loss": 2.1054, "step": 580 }, { "epoch": 84.29, "learning_rate": 1.6949999999999998e-07, "loss": 2.0796, "step": 590 }, { "epoch": 85.71, "learning_rate": 1.545e-07, "loss": 2.0644, "step": 600 }, { "epoch": 85.71, "eval_loss": 2.092550039291382, "eval_runtime": 188.6334, "eval_samples_per_second": 2.714, "eval_steps_per_second": 0.085, "eval_wer": 491.48002421307507, "step": 600 }, { "epoch": 87.14, "learning_rate": 1.395e-07, "loss": 2.0308, "step": 610 }, { "epoch": 88.57, "learning_rate": 1.2449999999999998e-07, "loss": 2.0388, "step": 620 }, { "epoch": 90.0, "learning_rate": 1.095e-07, "loss": 2.0281, "step": 630 }, { "epoch": 91.43, "learning_rate": 9.449999999999999e-08, "loss": 2.0146, "step": 640 }, { "epoch": 92.86, "learning_rate": 7.95e-08, "loss": 2.0052, "step": 650 }, { "epoch": 94.29, "learning_rate": 6.45e-08, "loss": 1.998, "step": 660 }, { "epoch": 95.71, "learning_rate": 4.95e-08, "loss": 1.9969, "step": 670 }, { "epoch": 97.14, "learning_rate": 3.45e-08, "loss": 1.9842, "step": 680 }, { "epoch": 98.57, "learning_rate": 1.95e-08, "loss": 1.9933, "step": 690 }, { "epoch": 100.0, "learning_rate": 4.5e-09, "loss": 1.9799, "step": 700 }, { "epoch": 100.0, "eval_loss": 2.027944564819336, "eval_runtime": 284.3457, "eval_samples_per_second": 1.801, "eval_steps_per_second": 0.056, "eval_wer": 497.22306295399517, "step": 700 }, { "epoch": 100.0, "step": 700, "total_flos": 1.061073948672e+18, "train_loss": 0.5946499960763114, "train_runtime": 764.6061, "train_samples_per_second": 58.592, "train_steps_per_second": 0.916 } ], "max_steps": 700, "num_train_epochs": 100, "total_flos": 1.061073948672e+18, "trial_name": null, "trial_params": null }