{ "best_metric": 19.407016702629264, "best_model_checkpoint": "./checkpoint-2000", "epoch": 12.044, "global_step": 3000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 4.6000000000000004e-07, "loss": 1.8434, "step": 25 }, { "epoch": 0.02, "learning_rate": 9.600000000000001e-07, "loss": 1.2165, "step": 50 }, { "epoch": 0.03, "learning_rate": 1.46e-06, "loss": 0.7158, "step": 75 }, { "epoch": 0.03, "learning_rate": 1.9600000000000003e-06, "loss": 0.4012, "step": 100 }, { "epoch": 0.04, "learning_rate": 2.46e-06, "loss": 0.312, "step": 125 }, { "epoch": 0.05, "learning_rate": 2.96e-06, "loss": 0.2985, "step": 150 }, { "epoch": 0.06, "learning_rate": 3.46e-06, "loss": 0.1981, "step": 175 }, { "epoch": 0.07, "learning_rate": 3.96e-06, "loss": 0.1542, "step": 200 }, { "epoch": 0.07, "learning_rate": 4.4600000000000005e-06, "loss": 0.158, "step": 225 }, { "epoch": 1.0, "learning_rate": 4.960000000000001e-06, "loss": 0.1559, "step": 250 }, { "epoch": 1.01, "learning_rate": 5.460000000000001e-06, "loss": 0.1534, "step": 275 }, { "epoch": 1.02, "learning_rate": 5.9600000000000005e-06, "loss": 0.1715, "step": 300 }, { "epoch": 1.03, "learning_rate": 6.460000000000001e-06, "loss": 0.1562, "step": 325 }, { "epoch": 1.04, "learning_rate": 6.96e-06, "loss": 0.1489, "step": 350 }, { "epoch": 1.05, "learning_rate": 7.4600000000000006e-06, "loss": 0.1353, "step": 375 }, { "epoch": 1.05, "learning_rate": 7.960000000000002e-06, "loss": 0.1028, "step": 400 }, { "epoch": 1.06, "learning_rate": 8.46e-06, "loss": 0.0675, "step": 425 }, { "epoch": 1.07, "learning_rate": 8.96e-06, "loss": 0.0597, "step": 450 }, { "epoch": 1.08, "learning_rate": 9.460000000000001e-06, "loss": 0.0586, "step": 475 }, { "epoch": 2.01, "learning_rate": 9.960000000000001e-06, "loss": 0.067, "step": 500 }, { "epoch": 2.02, "learning_rate": 9.908e-06, "loss": 0.0656, "step": 525 }, { "epoch": 2.02, "learning_rate": 9.808000000000002e-06, "loss": 0.0716, "step": 550 }, { "epoch": 2.03, "learning_rate": 9.708000000000001e-06, "loss": 0.0632, "step": 575 }, { "epoch": 2.04, "learning_rate": 9.608e-06, "loss": 0.0583, "step": 600 }, { "epoch": 2.05, "learning_rate": 9.508000000000001e-06, "loss": 0.0499, "step": 625 }, { "epoch": 2.06, "learning_rate": 9.408e-06, "loss": 0.0289, "step": 650 }, { "epoch": 2.07, "learning_rate": 9.308e-06, "loss": 0.0236, "step": 675 }, { "epoch": 2.07, "learning_rate": 9.208e-06, "loss": 0.0253, "step": 700 }, { "epoch": 3.0, "learning_rate": 9.108000000000002e-06, "loss": 0.0224, "step": 725 }, { "epoch": 3.01, "learning_rate": 9.008e-06, "loss": 0.023, "step": 750 }, { "epoch": 3.02, "learning_rate": 8.908000000000002e-06, "loss": 0.0289, "step": 775 }, { "epoch": 3.03, "learning_rate": 8.808000000000001e-06, "loss": 0.0276, "step": 800 }, { "epoch": 3.04, "learning_rate": 8.708e-06, "loss": 0.0253, "step": 825 }, { "epoch": 3.04, "learning_rate": 8.608000000000001e-06, "loss": 0.0206, "step": 850 }, { "epoch": 3.05, "learning_rate": 8.508e-06, "loss": 0.0174, "step": 875 }, { "epoch": 3.06, "learning_rate": 8.408e-06, "loss": 0.0114, "step": 900 }, { "epoch": 3.07, "learning_rate": 8.308e-06, "loss": 0.0116, "step": 925 }, { "epoch": 3.08, "learning_rate": 8.208e-06, "loss": 0.0113, "step": 950 }, { "epoch": 4.01, "learning_rate": 8.108000000000001e-06, "loss": 0.0117, "step": 975 }, { "epoch": 4.01, "learning_rate": 8.008e-06, "loss": 0.011, "step": 1000 }, { "epoch": 4.01, "eval_loss": 0.32340896129608154, "eval_runtime": 8572.581, "eval_samples_per_second": 1.08, "eval_steps_per_second": 0.034, "eval_wer": 20.597778310557022, "step": 1000 }, { "epoch": 4.02, "learning_rate": 7.908e-06, "loss": 0.0134, "step": 1025 }, { "epoch": 4.03, "learning_rate": 7.808e-06, "loss": 0.0106, "step": 1050 }, { "epoch": 4.04, "learning_rate": 7.708000000000001e-06, "loss": 0.0104, "step": 1075 }, { "epoch": 4.05, "learning_rate": 7.608000000000001e-06, "loss": 0.0105, "step": 1100 }, { "epoch": 4.06, "learning_rate": 7.508000000000001e-06, "loss": 0.007, "step": 1125 }, { "epoch": 4.06, "learning_rate": 7.408000000000001e-06, "loss": 0.0057, "step": 1150 }, { "epoch": 4.07, "learning_rate": 7.308000000000001e-06, "loss": 0.0053, "step": 1175 }, { "epoch": 5.0, "learning_rate": 7.208e-06, "loss": 0.0062, "step": 1200 }, { "epoch": 5.01, "learning_rate": 7.108e-06, "loss": 0.0055, "step": 1225 }, { "epoch": 5.02, "learning_rate": 7.0080000000000005e-06, "loss": 0.0064, "step": 1250 }, { "epoch": 5.03, "learning_rate": 6.908000000000001e-06, "loss": 0.0068, "step": 1275 }, { "epoch": 5.04, "learning_rate": 6.808e-06, "loss": 0.0053, "step": 1300 }, { "epoch": 5.04, "learning_rate": 6.708e-06, "loss": 0.005, "step": 1325 }, { "epoch": 5.05, "learning_rate": 6.608000000000001e-06, "loss": 0.0044, "step": 1350 }, { "epoch": 5.06, "learning_rate": 6.508000000000001e-06, "loss": 0.0033, "step": 1375 }, { "epoch": 5.07, "learning_rate": 6.408000000000001e-06, "loss": 0.0034, "step": 1400 }, { "epoch": 5.08, "learning_rate": 6.308e-06, "loss": 0.004, "step": 1425 }, { "epoch": 6.01, "learning_rate": 6.2080000000000005e-06, "loss": 0.0034, "step": 1450 }, { "epoch": 6.01, "learning_rate": 6.108000000000001e-06, "loss": 0.0027, "step": 1475 }, { "epoch": 6.02, "learning_rate": 6.008000000000001e-06, "loss": 0.0039, "step": 1500 }, { "epoch": 6.03, "learning_rate": 5.908e-06, "loss": 0.0029, "step": 1525 }, { "epoch": 6.04, "learning_rate": 5.808e-06, "loss": 0.0031, "step": 1550 }, { "epoch": 6.05, "learning_rate": 5.708e-06, "loss": 0.0027, "step": 1575 }, { "epoch": 6.06, "learning_rate": 5.608e-06, "loss": 0.0021, "step": 1600 }, { "epoch": 6.06, "learning_rate": 5.508e-06, "loss": 0.0023, "step": 1625 }, { "epoch": 6.07, "learning_rate": 5.408e-06, "loss": 0.0026, "step": 1650 }, { "epoch": 7.0, "learning_rate": 5.308000000000001e-06, "loss": 0.0024, "step": 1675 }, { "epoch": 7.01, "learning_rate": 5.208000000000001e-06, "loss": 0.0019, "step": 1700 }, { "epoch": 7.02, "learning_rate": 5.108000000000001e-06, "loss": 0.002, "step": 1725 }, { "epoch": 7.03, "learning_rate": 5.008000000000001e-06, "loss": 0.0028, "step": 1750 }, { "epoch": 7.03, "learning_rate": 4.908e-06, "loss": 0.0018, "step": 1775 }, { "epoch": 7.04, "learning_rate": 4.808e-06, "loss": 0.0017, "step": 1800 }, { "epoch": 7.05, "learning_rate": 4.7080000000000005e-06, "loss": 0.0015, "step": 1825 }, { "epoch": 7.06, "learning_rate": 4.608000000000001e-06, "loss": 0.0011, "step": 1850 }, { "epoch": 7.07, "learning_rate": 4.508e-06, "loss": 0.001, "step": 1875 }, { "epoch": 7.08, "learning_rate": 4.408000000000001e-06, "loss": 0.001, "step": 1900 }, { "epoch": 8.0, "learning_rate": 4.308000000000001e-06, "loss": 0.0013, "step": 1925 }, { "epoch": 8.01, "learning_rate": 4.208e-06, "loss": 0.001, "step": 1950 }, { "epoch": 8.02, "learning_rate": 4.108e-06, "loss": 0.0012, "step": 1975 }, { "epoch": 8.03, "learning_rate": 4.008e-06, "loss": 0.0011, "step": 2000 }, { "epoch": 8.03, "eval_loss": 0.3650129437446594, "eval_runtime": 8583.7923, "eval_samples_per_second": 1.079, "eval_steps_per_second": 0.034, "eval_wer": 19.407016702629264, "step": 2000 }, { "epoch": 8.04, "learning_rate": 3.9080000000000005e-06, "loss": 0.001, "step": 2025 }, { "epoch": 8.05, "learning_rate": 3.8080000000000006e-06, "loss": 0.001, "step": 2050 }, { "epoch": 8.05, "learning_rate": 3.7080000000000003e-06, "loss": 0.0008, "step": 2075 }, { "epoch": 8.06, "learning_rate": 3.6080000000000004e-06, "loss": 0.0007, "step": 2100 }, { "epoch": 8.07, "learning_rate": 3.508e-06, "loss": 0.0007, "step": 2125 }, { "epoch": 8.08, "learning_rate": 3.4080000000000002e-06, "loss": 0.0007, "step": 2150 }, { "epoch": 9.01, "learning_rate": 3.308e-06, "loss": 0.0008, "step": 2175 }, { "epoch": 9.02, "learning_rate": 3.208e-06, "loss": 0.0008, "step": 2200 }, { "epoch": 9.02, "learning_rate": 3.1080000000000006e-06, "loss": 0.0008, "step": 2225 }, { "epoch": 9.03, "learning_rate": 3.0080000000000003e-06, "loss": 0.0008, "step": 2250 }, { "epoch": 9.04, "learning_rate": 2.9080000000000004e-06, "loss": 0.0008, "step": 2275 }, { "epoch": 9.05, "learning_rate": 2.808e-06, "loss": 0.0008, "step": 2300 }, { "epoch": 9.06, "learning_rate": 2.708e-06, "loss": 0.0006, "step": 2325 }, { "epoch": 9.07, "learning_rate": 2.608e-06, "loss": 0.0006, "step": 2350 }, { "epoch": 9.07, "learning_rate": 2.5080000000000004e-06, "loss": 0.0006, "step": 2375 }, { "epoch": 10.0, "learning_rate": 2.408e-06, "loss": 0.0006, "step": 2400 }, { "epoch": 10.01, "learning_rate": 2.308e-06, "loss": 0.0007, "step": 2425 }, { "epoch": 10.02, "learning_rate": 2.2080000000000003e-06, "loss": 0.0007, "step": 2450 }, { "epoch": 10.03, "learning_rate": 2.108e-06, "loss": 0.0007, "step": 2475 }, { "epoch": 10.04, "learning_rate": 2.008e-06, "loss": 0.0007, "step": 2500 }, { "epoch": 10.04, "learning_rate": 1.908e-06, "loss": 0.0007, "step": 2525 }, { "epoch": 10.05, "learning_rate": 1.808e-06, "loss": 0.0006, "step": 2550 }, { "epoch": 10.06, "learning_rate": 1.7080000000000002e-06, "loss": 0.0006, "step": 2575 }, { "epoch": 10.07, "learning_rate": 1.608e-06, "loss": 0.0006, "step": 2600 }, { "epoch": 10.08, "learning_rate": 1.508e-06, "loss": 0.0006, "step": 2625 }, { "epoch": 11.01, "learning_rate": 1.4080000000000001e-06, "loss": 0.0006, "step": 2650 }, { "epoch": 11.02, "learning_rate": 1.308e-06, "loss": 0.0006, "step": 2675 }, { "epoch": 11.02, "learning_rate": 1.2080000000000001e-06, "loss": 0.0006, "step": 2700 }, { "epoch": 11.03, "learning_rate": 1.108e-06, "loss": 0.0006, "step": 2725 }, { "epoch": 11.04, "learning_rate": 1.0080000000000001e-06, "loss": 0.0007, "step": 2750 }, { "epoch": 11.05, "learning_rate": 9.080000000000001e-07, "loss": 0.0007, "step": 2775 }, { "epoch": 11.06, "learning_rate": 8.08e-07, "loss": 0.0005, "step": 2800 }, { "epoch": 11.07, "learning_rate": 7.08e-07, "loss": 0.0005, "step": 2825 }, { "epoch": 11.07, "learning_rate": 6.08e-07, "loss": 0.0005, "step": 2850 }, { "epoch": 12.0, "learning_rate": 5.08e-07, "loss": 0.0005, "step": 2875 }, { "epoch": 12.01, "learning_rate": 4.0800000000000005e-07, "loss": 0.0006, "step": 2900 }, { "epoch": 12.02, "learning_rate": 3.0800000000000006e-07, "loss": 0.0006, "step": 2925 }, { "epoch": 12.03, "learning_rate": 2.08e-07, "loss": 0.0006, "step": 2950 }, { "epoch": 12.04, "learning_rate": 1.0800000000000001e-07, "loss": 0.0006, "step": 2975 }, { "epoch": 12.04, "learning_rate": 8e-09, "loss": 0.0006, "step": 3000 }, { "epoch": 12.04, "eval_loss": 0.3830030858516693, "eval_runtime": 8302.5919, "eval_samples_per_second": 1.115, "eval_steps_per_second": 0.035, "eval_wer": 19.51730200591385, "step": 3000 }, { "epoch": 12.04, "step": 3000, "total_flos": 1.9557647721824256e+20, "train_loss": 0.061419941114572184, "train_runtime": 79200.2446, "train_samples_per_second": 2.424, "train_steps_per_second": 0.038 } ], "max_steps": 3000, "num_train_epochs": 9223372036854775807, "total_flos": 1.9557647721824256e+20, "trial_name": null, "trial_params": null }