{ "best_metric": 50.686356073211314, "best_model_checkpoint": "./whisper-tiny-it-9/checkpoint-2000", "epoch": 1.9083969465648853, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 4.000000000000001e-06, "loss": 5.2431, "step": 25 }, { "epoch": 0.05, "learning_rate": 9e-06, "loss": 3.19, "step": 50 }, { "epoch": 0.07, "learning_rate": 1.4000000000000001e-05, "loss": 2.3457, "step": 75 }, { "epoch": 0.1, "learning_rate": 1.9e-05, "loss": 1.9982, "step": 100 }, { "epoch": 0.12, "learning_rate": 2.4e-05, "loss": 1.9093, "step": 125 }, { "epoch": 0.14, "learning_rate": 2.9e-05, "loss": 1.8313, "step": 150 }, { "epoch": 0.17, "learning_rate": 3.4000000000000007e-05, "loss": 1.8907, "step": 175 }, { "epoch": 0.19, "learning_rate": 3.9000000000000006e-05, "loss": 1.7727, "step": 200 }, { "epoch": 0.21, "learning_rate": 4.4000000000000006e-05, "loss": 1.7209, "step": 225 }, { "epoch": 0.24, "learning_rate": 4.9e-05, "loss": 1.7586, "step": 250 }, { "epoch": 0.26, "learning_rate": 5.4000000000000005e-05, "loss": 1.7623, "step": 275 }, { "epoch": 0.29, "learning_rate": 5.9e-05, "loss": 1.7332, "step": 300 }, { "epoch": 0.31, "learning_rate": 6.400000000000001e-05, "loss": 1.8285, "step": 325 }, { "epoch": 0.33, "learning_rate": 6.9e-05, "loss": 1.7133, "step": 350 }, { "epoch": 0.36, "learning_rate": 7.4e-05, "loss": 1.7532, "step": 375 }, { "epoch": 0.38, "learning_rate": 7.900000000000001e-05, "loss": 1.7693, "step": 400 }, { "epoch": 0.41, "learning_rate": 8.4e-05, "loss": 1.7333, "step": 425 }, { "epoch": 0.43, "learning_rate": 8.900000000000001e-05, "loss": 1.7984, "step": 450 }, { "epoch": 0.45, "learning_rate": 9.4e-05, "loss": 1.6576, "step": 475 }, { "epoch": 0.48, "learning_rate": 9.900000000000001e-05, "loss": 1.7993, "step": 500 }, { "epoch": 0.5, "learning_rate": 9.942857142857144e-05, "loss": 1.7998, "step": 525 }, { "epoch": 0.52, "learning_rate": 9.871428571428572e-05, "loss": 1.7412, "step": 550 }, { "epoch": 0.55, "learning_rate": 9.8e-05, "loss": 1.8097, "step": 575 }, { "epoch": 0.57, "learning_rate": 9.728571428571429e-05, "loss": 1.738, "step": 600 }, { "epoch": 0.6, "learning_rate": 9.657142857142858e-05, "loss": 1.7472, "step": 625 }, { "epoch": 0.62, "learning_rate": 9.585714285714285e-05, "loss": 1.7324, "step": 650 }, { "epoch": 0.64, "learning_rate": 9.514285714285714e-05, "loss": 1.6698, "step": 675 }, { "epoch": 0.67, "learning_rate": 9.442857142857144e-05, "loss": 1.7324, "step": 700 }, { "epoch": 0.69, "learning_rate": 9.371428571428572e-05, "loss": 1.6352, "step": 725 }, { "epoch": 0.72, "learning_rate": 9.300000000000001e-05, "loss": 1.628, "step": 750 }, { "epoch": 0.74, "learning_rate": 9.228571428571429e-05, "loss": 1.6636, "step": 775 }, { "epoch": 0.76, "learning_rate": 9.157142857142857e-05, "loss": 1.609, "step": 800 }, { "epoch": 0.79, "learning_rate": 9.085714285714286e-05, "loss": 1.6647, "step": 825 }, { "epoch": 0.81, "learning_rate": 9.014285714285716e-05, "loss": 1.6609, "step": 850 }, { "epoch": 0.83, "learning_rate": 8.942857142857142e-05, "loss": 1.5708, "step": 875 }, { "epoch": 0.86, "learning_rate": 8.871428571428572e-05, "loss": 1.6, "step": 900 }, { "epoch": 0.88, "learning_rate": 8.800000000000001e-05, "loss": 1.6479, "step": 925 }, { "epoch": 0.91, "learning_rate": 8.728571428571429e-05, "loss": 1.6068, "step": 950 }, { "epoch": 0.93, "learning_rate": 8.657142857142858e-05, "loss": 1.5836, "step": 975 }, { "epoch": 0.95, "learning_rate": 8.585714285714286e-05, "loss": 1.5158, "step": 1000 }, { "epoch": 0.95, "eval_loss": 0.9359430074691772, "eval_runtime": 423.7919, "eval_samples_per_second": 3.539, "eval_steps_per_second": 0.444, "eval_wer": 64.87798114254021, "step": 1000 }, { "epoch": 0.98, "learning_rate": 8.514285714285714e-05, "loss": 1.5265, "step": 1025 }, { "epoch": 1.0, "learning_rate": 8.442857142857144e-05, "loss": 1.4916, "step": 1050 }, { "epoch": 1.03, "learning_rate": 8.371428571428572e-05, "loss": 1.0492, "step": 1075 }, { "epoch": 1.05, "learning_rate": 8.3e-05, "loss": 0.9737, "step": 1100 }, { "epoch": 1.07, "learning_rate": 8.228571428571429e-05, "loss": 1.0755, "step": 1125 }, { "epoch": 1.1, "learning_rate": 8.157142857142857e-05, "loss": 1.0663, "step": 1150 }, { "epoch": 1.12, "learning_rate": 8.085714285714287e-05, "loss": 1.0159, "step": 1175 }, { "epoch": 1.15, "learning_rate": 8.014285714285715e-05, "loss": 1.0621, "step": 1200 }, { "epoch": 1.17, "learning_rate": 7.942857142857143e-05, "loss": 1.0599, "step": 1225 }, { "epoch": 1.19, "learning_rate": 7.871428571428572e-05, "loss": 1.0643, "step": 1250 }, { "epoch": 1.22, "learning_rate": 7.800000000000001e-05, "loss": 1.0468, "step": 1275 }, { "epoch": 1.24, "learning_rate": 7.728571428571429e-05, "loss": 1.0139, "step": 1300 }, { "epoch": 1.26, "learning_rate": 7.657142857142857e-05, "loss": 1.037, "step": 1325 }, { "epoch": 1.29, "learning_rate": 7.585714285714287e-05, "loss": 1.0388, "step": 1350 }, { "epoch": 1.31, "learning_rate": 7.514285714285715e-05, "loss": 1.0681, "step": 1375 }, { "epoch": 1.34, "learning_rate": 7.442857142857144e-05, "loss": 1.1205, "step": 1400 }, { "epoch": 1.36, "learning_rate": 7.371428571428572e-05, "loss": 1.051, "step": 1425 }, { "epoch": 1.38, "learning_rate": 7.3e-05, "loss": 0.9821, "step": 1450 }, { "epoch": 1.41, "learning_rate": 7.228571428571429e-05, "loss": 1.0368, "step": 1475 }, { "epoch": 1.43, "learning_rate": 7.157142857142857e-05, "loss": 1.1585, "step": 1500 }, { "epoch": 1.46, "learning_rate": 7.085714285714285e-05, "loss": 1.0817, "step": 1525 }, { "epoch": 1.48, "learning_rate": 7.014285714285715e-05, "loss": 1.0417, "step": 1550 }, { "epoch": 1.5, "learning_rate": 6.942857142857143e-05, "loss": 1.0221, "step": 1575 }, { "epoch": 1.53, "learning_rate": 6.871428571428572e-05, "loss": 0.9377, "step": 1600 }, { "epoch": 1.55, "learning_rate": 6.800000000000001e-05, "loss": 1.0934, "step": 1625 }, { "epoch": 1.57, "learning_rate": 6.728571428571428e-05, "loss": 1.0038, "step": 1650 }, { "epoch": 1.6, "learning_rate": 6.657142857142857e-05, "loss": 1.019, "step": 1675 }, { "epoch": 1.62, "learning_rate": 6.585714285714287e-05, "loss": 0.962, "step": 1700 }, { "epoch": 1.65, "learning_rate": 6.514285714285715e-05, "loss": 0.9681, "step": 1725 }, { "epoch": 1.67, "learning_rate": 6.442857142857143e-05, "loss": 1.006, "step": 1750 }, { "epoch": 1.69, "learning_rate": 6.371428571428572e-05, "loss": 1.1014, "step": 1775 }, { "epoch": 1.72, "learning_rate": 6.3e-05, "loss": 0.9484, "step": 1800 }, { "epoch": 1.74, "learning_rate": 6.22857142857143e-05, "loss": 0.976, "step": 1825 }, { "epoch": 1.77, "learning_rate": 6.157142857142857e-05, "loss": 1.0002, "step": 1850 }, { "epoch": 1.79, "learning_rate": 6.085714285714286e-05, "loss": 0.9781, "step": 1875 }, { "epoch": 1.81, "learning_rate": 6.014285714285715e-05, "loss": 1.026, "step": 1900 }, { "epoch": 1.84, "learning_rate": 5.9428571428571434e-05, "loss": 0.9291, "step": 1925 }, { "epoch": 1.86, "learning_rate": 5.871428571428572e-05, "loss": 0.9633, "step": 1950 }, { "epoch": 1.88, "learning_rate": 5.8e-05, "loss": 0.9072, "step": 1975 }, { "epoch": 1.91, "learning_rate": 5.728571428571429e-05, "loss": 0.9302, "step": 2000 }, { "epoch": 1.91, "eval_loss": 0.8189694285392761, "eval_runtime": 346.0721, "eval_samples_per_second": 4.334, "eval_steps_per_second": 0.543, "eval_wer": 50.686356073211314, "step": 2000 } ], "max_steps": 4000, "num_train_epochs": 4, "total_flos": 7.8763199164416e+17, "trial_name": null, "trial_params": null }