{ "best_metric": 0.6078237891197205, "best_model_checkpoint": "./whisper-tiny-tw/checkpoint-4000", "epoch": 5.333333333333333, "eval_steps": 500, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 4.4e-07, "loss": 3.8753, "step": 25 }, { "epoch": 0.07, "learning_rate": 9.400000000000001e-07, "loss": 3.7563, "step": 50 }, { "epoch": 0.1, "learning_rate": 1.44e-06, "loss": 3.8738, "step": 75 }, { "epoch": 0.13, "learning_rate": 1.94e-06, "loss": 3.8201, "step": 100 }, { "epoch": 0.17, "learning_rate": 2.4400000000000004e-06, "loss": 3.8439, "step": 125 }, { "epoch": 0.2, "learning_rate": 2.9400000000000002e-06, "loss": 3.817, "step": 150 }, { "epoch": 0.23, "learning_rate": 3.44e-06, "loss": 3.8385, "step": 175 }, { "epoch": 0.27, "learning_rate": 3.94e-06, "loss": 3.9375, "step": 200 }, { "epoch": 0.3, "learning_rate": 4.440000000000001e-06, "loss": 3.8171, "step": 225 }, { "epoch": 0.33, "learning_rate": 4.94e-06, "loss": 3.8155, "step": 250 }, { "epoch": 0.37, "learning_rate": 5.4400000000000004e-06, "loss": 3.7763, "step": 275 }, { "epoch": 0.4, "learning_rate": 5.94e-06, "loss": 3.7395, "step": 300 }, { "epoch": 0.43, "learning_rate": 6.440000000000001e-06, "loss": 3.6626, "step": 325 }, { "epoch": 0.47, "learning_rate": 6.9400000000000005e-06, "loss": 3.6135, "step": 350 }, { "epoch": 0.5, "learning_rate": 7.440000000000001e-06, "loss": 3.6064, "step": 375 }, { "epoch": 0.53, "learning_rate": 7.94e-06, "loss": 3.6924, "step": 400 }, { "epoch": 0.57, "learning_rate": 8.44e-06, "loss": 3.5364, "step": 425 }, { "epoch": 0.6, "learning_rate": 8.94e-06, "loss": 3.621, "step": 450 }, { "epoch": 0.63, "learning_rate": 9.42e-06, "loss": 3.4745, "step": 475 }, { "epoch": 0.67, "learning_rate": 9.920000000000002e-06, "loss": 3.3802, "step": 500 }, { "epoch": 0.67, "eval_loss": 3.399221658706665, "eval_runtime": 217.7852, "eval_samples_per_second": 22.729, "eval_steps_per_second": 5.684, "step": 500 }, { "epoch": 0.7, "learning_rate": 9.940000000000001e-06, "loss": 3.3565, "step": 525 }, { "epoch": 0.73, "learning_rate": 9.86857142857143e-06, "loss": 3.2815, "step": 550 }, { "epoch": 0.77, "learning_rate": 9.797142857142858e-06, "loss": 3.252, "step": 575 }, { "epoch": 0.8, "learning_rate": 9.725714285714287e-06, "loss": 3.1434, "step": 600 }, { "epoch": 0.83, "learning_rate": 9.654285714285716e-06, "loss": 3.1253, "step": 625 }, { "epoch": 0.87, "learning_rate": 9.582857142857143e-06, "loss": 3.1106, "step": 650 }, { "epoch": 0.9, "learning_rate": 9.511428571428572e-06, "loss": 3.025, "step": 675 }, { "epoch": 0.93, "learning_rate": 9.440000000000001e-06, "loss": 2.9601, "step": 700 }, { "epoch": 0.97, "learning_rate": 9.368571428571428e-06, "loss": 2.8374, "step": 725 }, { "epoch": 1.0, "learning_rate": 9.297142857142857e-06, "loss": 2.7712, "step": 750 }, { "epoch": 1.03, "learning_rate": 9.225714285714286e-06, "loss": 2.6499, "step": 775 }, { "epoch": 1.07, "learning_rate": 9.154285714285715e-06, "loss": 2.6006, "step": 800 }, { "epoch": 1.1, "learning_rate": 9.082857142857143e-06, "loss": 2.5892, "step": 825 }, { "epoch": 1.13, "learning_rate": 9.011428571428572e-06, "loss": 2.4973, "step": 850 }, { "epoch": 1.17, "learning_rate": 8.94e-06, "loss": 2.4601, "step": 875 }, { "epoch": 1.2, "learning_rate": 8.86857142857143e-06, "loss": 2.3739, "step": 900 }, { "epoch": 1.23, "learning_rate": 8.797142857142857e-06, "loss": 2.3396, "step": 925 }, { "epoch": 1.27, "learning_rate": 8.725714285714286e-06, "loss": 2.3263, "step": 950 }, { "epoch": 1.3, "learning_rate": 8.654285714285715e-06, "loss": 2.2193, "step": 975 }, { "epoch": 1.33, "learning_rate": 8.582857142857144e-06, "loss": 2.1962, "step": 1000 }, { "epoch": 1.33, "eval_loss": 2.1643242835998535, "eval_runtime": 223.3057, "eval_samples_per_second": 22.167, "eval_steps_per_second": 5.544, "step": 1000 }, { "epoch": 1.37, "learning_rate": 8.511428571428571e-06, "loss": 2.1077, "step": 1025 }, { "epoch": 1.4, "learning_rate": 8.44e-06, "loss": 2.1055, "step": 1050 }, { "epoch": 1.43, "learning_rate": 8.36857142857143e-06, "loss": 2.0465, "step": 1075 }, { "epoch": 1.47, "learning_rate": 8.297142857142859e-06, "loss": 1.9805, "step": 1100 }, { "epoch": 1.5, "learning_rate": 8.225714285714288e-06, "loss": 2.0129, "step": 1125 }, { "epoch": 1.53, "learning_rate": 8.154285714285715e-06, "loss": 1.9447, "step": 1150 }, { "epoch": 1.57, "learning_rate": 8.082857142857144e-06, "loss": 1.9103, "step": 1175 }, { "epoch": 1.6, "learning_rate": 8.011428571428573e-06, "loss": 1.8697, "step": 1200 }, { "epoch": 1.63, "learning_rate": 7.94e-06, "loss": 1.8626, "step": 1225 }, { "epoch": 1.67, "learning_rate": 7.86857142857143e-06, "loss": 1.8127, "step": 1250 }, { "epoch": 1.7, "learning_rate": 7.797142857142858e-06, "loss": 1.8026, "step": 1275 }, { "epoch": 1.73, "learning_rate": 7.725714285714286e-06, "loss": 1.7526, "step": 1300 }, { "epoch": 1.77, "learning_rate": 7.654285714285715e-06, "loss": 1.6291, "step": 1325 }, { "epoch": 1.8, "learning_rate": 7.5828571428571444e-06, "loss": 1.6233, "step": 1350 }, { "epoch": 1.83, "learning_rate": 7.511428571428572e-06, "loss": 1.6377, "step": 1375 }, { "epoch": 1.87, "learning_rate": 7.440000000000001e-06, "loss": 1.5758, "step": 1400 }, { "epoch": 1.9, "learning_rate": 7.36857142857143e-06, "loss": 1.5483, "step": 1425 }, { "epoch": 1.93, "learning_rate": 7.297142857142858e-06, "loss": 1.5166, "step": 1450 }, { "epoch": 1.97, "learning_rate": 7.225714285714286e-06, "loss": 1.4319, "step": 1475 }, { "epoch": 2.0, "learning_rate": 7.154285714285715e-06, "loss": 1.4348, "step": 1500 }, { "epoch": 2.0, "eval_loss": 1.4068281650543213, "eval_runtime": 219.1085, "eval_samples_per_second": 22.592, "eval_steps_per_second": 5.65, "step": 1500 }, { "epoch": 2.03, "learning_rate": 7.082857142857143e-06, "loss": 1.3035, "step": 1525 }, { "epoch": 2.07, "learning_rate": 7.011428571428572e-06, "loss": 1.3554, "step": 1550 }, { "epoch": 2.1, "learning_rate": 6.9400000000000005e-06, "loss": 1.3143, "step": 1575 }, { "epoch": 2.13, "learning_rate": 6.868571428571429e-06, "loss": 1.2939, "step": 1600 }, { "epoch": 2.17, "learning_rate": 6.797142857142858e-06, "loss": 1.2099, "step": 1625 }, { "epoch": 2.2, "learning_rate": 6.725714285714287e-06, "loss": 1.2248, "step": 1650 }, { "epoch": 2.23, "learning_rate": 6.654285714285716e-06, "loss": 1.1217, "step": 1675 }, { "epoch": 2.27, "learning_rate": 6.582857142857143e-06, "loss": 1.1274, "step": 1700 }, { "epoch": 2.3, "learning_rate": 6.511428571428572e-06, "loss": 1.0399, "step": 1725 }, { "epoch": 2.33, "learning_rate": 6.440000000000001e-06, "loss": 1.046, "step": 1750 }, { "epoch": 2.37, "learning_rate": 6.371428571428572e-06, "loss": 0.9206, "step": 1775 }, { "epoch": 2.4, "learning_rate": 6.300000000000001e-06, "loss": 0.9125, "step": 1800 }, { "epoch": 2.43, "learning_rate": 6.22857142857143e-06, "loss": 0.9636, "step": 1825 }, { "epoch": 2.47, "learning_rate": 6.157142857142858e-06, "loss": 0.8434, "step": 1850 }, { "epoch": 2.5, "learning_rate": 6.085714285714286e-06, "loss": 0.7642, "step": 1875 }, { "epoch": 2.53, "learning_rate": 6.014285714285715e-06, "loss": 0.7749, "step": 1900 }, { "epoch": 2.57, "learning_rate": 5.942857142857143e-06, "loss": 0.7122, "step": 1925 }, { "epoch": 2.6, "learning_rate": 5.871428571428572e-06, "loss": 0.7065, "step": 1950 }, { "epoch": 2.63, "learning_rate": 5.8e-06, "loss": 0.7062, "step": 1975 }, { "epoch": 2.67, "learning_rate": 5.7285714285714285e-06, "loss": 0.7108, "step": 2000 }, { "epoch": 2.67, "eval_loss": 0.6925591230392456, "eval_runtime": 219.8232, "eval_samples_per_second": 22.518, "eval_steps_per_second": 5.632, "step": 2000 }, { "epoch": 2.7, "learning_rate": 5.6571428571428576e-06, "loss": 0.7476, "step": 2025 }, { "epoch": 2.73, "learning_rate": 5.5857142857142866e-06, "loss": 0.6809, "step": 2050 }, { "epoch": 2.77, "learning_rate": 5.514285714285714e-06, "loss": 0.625, "step": 2075 }, { "epoch": 2.8, "learning_rate": 5.442857142857143e-06, "loss": 0.6623, "step": 2100 }, { "epoch": 2.83, "learning_rate": 5.371428571428572e-06, "loss": 0.7041, "step": 2125 }, { "epoch": 2.87, "learning_rate": 5.300000000000001e-06, "loss": 0.6609, "step": 2150 }, { "epoch": 2.9, "learning_rate": 5.22857142857143e-06, "loss": 0.7054, "step": 2175 }, { "epoch": 2.93, "learning_rate": 5.157142857142857e-06, "loss": 0.694, "step": 2200 }, { "epoch": 2.97, "learning_rate": 5.085714285714286e-06, "loss": 0.702, "step": 2225 }, { "epoch": 3.0, "learning_rate": 5.014285714285715e-06, "loss": 0.6537, "step": 2250 }, { "epoch": 3.03, "learning_rate": 4.9428571428571435e-06, "loss": 0.6367, "step": 2275 }, { "epoch": 3.07, "learning_rate": 4.871428571428572e-06, "loss": 0.6481, "step": 2300 }, { "epoch": 3.1, "learning_rate": 4.800000000000001e-06, "loss": 0.6755, "step": 2325 }, { "epoch": 3.13, "learning_rate": 4.728571428571429e-06, "loss": 0.6257, "step": 2350 }, { "epoch": 3.17, "learning_rate": 4.657142857142857e-06, "loss": 0.6438, "step": 2375 }, { "epoch": 3.2, "learning_rate": 4.585714285714286e-06, "loss": 0.7029, "step": 2400 }, { "epoch": 3.23, "learning_rate": 4.514285714285714e-06, "loss": 0.6453, "step": 2425 }, { "epoch": 3.27, "learning_rate": 4.442857142857143e-06, "loss": 0.6728, "step": 2450 }, { "epoch": 3.3, "learning_rate": 4.371428571428572e-06, "loss": 0.6667, "step": 2475 }, { "epoch": 3.33, "learning_rate": 4.3e-06, "loss": 0.6801, "step": 2500 }, { "epoch": 3.33, "eval_loss": 0.6374496221542358, "eval_runtime": 222.1867, "eval_samples_per_second": 22.279, "eval_steps_per_second": 5.572, "step": 2500 }, { "epoch": 3.37, "learning_rate": 4.228571428571429e-06, "loss": 0.6021, "step": 2525 }, { "epoch": 3.4, "learning_rate": 4.1571428571428575e-06, "loss": 0.6657, "step": 2550 }, { "epoch": 3.43, "learning_rate": 4.0857142857142865e-06, "loss": 0.6338, "step": 2575 }, { "epoch": 3.47, "learning_rate": 4.014285714285715e-06, "loss": 0.6559, "step": 2600 }, { "epoch": 3.5, "learning_rate": 3.942857142857143e-06, "loss": 0.6559, "step": 2625 }, { "epoch": 3.53, "learning_rate": 3.871428571428572e-06, "loss": 0.6894, "step": 2650 }, { "epoch": 3.57, "learning_rate": 3.8000000000000005e-06, "loss": 0.6422, "step": 2675 }, { "epoch": 3.6, "learning_rate": 3.7285714285714286e-06, "loss": 0.6211, "step": 2700 }, { "epoch": 3.63, "learning_rate": 3.6571428571428576e-06, "loss": 0.6228, "step": 2725 }, { "epoch": 3.67, "learning_rate": 3.5857142857142862e-06, "loss": 0.5956, "step": 2750 }, { "epoch": 3.7, "learning_rate": 3.5142857142857144e-06, "loss": 0.6002, "step": 2775 }, { "epoch": 3.73, "learning_rate": 3.4428571428571434e-06, "loss": 0.6384, "step": 2800 }, { "epoch": 3.77, "learning_rate": 3.3714285714285716e-06, "loss": 0.6283, "step": 2825 }, { "epoch": 3.8, "learning_rate": 3.3000000000000006e-06, "loss": 0.6691, "step": 2850 }, { "epoch": 3.83, "learning_rate": 3.2285714285714288e-06, "loss": 0.5512, "step": 2875 }, { "epoch": 3.87, "learning_rate": 3.1571428571428573e-06, "loss": 0.5573, "step": 2900 }, { "epoch": 3.9, "learning_rate": 3.085714285714286e-06, "loss": 0.5772, "step": 2925 }, { "epoch": 3.93, "learning_rate": 3.0142857142857145e-06, "loss": 0.6307, "step": 2950 }, { "epoch": 3.97, "learning_rate": 2.9428571428571427e-06, "loss": 0.5967, "step": 2975 }, { "epoch": 4.0, "learning_rate": 2.8714285714285717e-06, "loss": 0.6273, "step": 3000 }, { "epoch": 4.0, "eval_loss": 0.6194672584533691, "eval_runtime": 222.9187, "eval_samples_per_second": 22.205, "eval_steps_per_second": 5.554, "step": 3000 }, { "epoch": 4.03, "learning_rate": 2.8000000000000003e-06, "loss": 0.5915, "step": 3025 }, { "epoch": 4.07, "learning_rate": 2.728571428571429e-06, "loss": 0.6411, "step": 3050 }, { "epoch": 4.1, "learning_rate": 2.6571428571428575e-06, "loss": 0.6522, "step": 3075 }, { "epoch": 4.13, "learning_rate": 2.5857142857142856e-06, "loss": 0.5862, "step": 3100 }, { "epoch": 4.17, "learning_rate": 2.5142857142857147e-06, "loss": 0.5907, "step": 3125 }, { "epoch": 4.2, "learning_rate": 2.442857142857143e-06, "loss": 0.6228, "step": 3150 }, { "epoch": 4.23, "learning_rate": 2.371428571428572e-06, "loss": 0.639, "step": 3175 }, { "epoch": 4.27, "learning_rate": 2.3000000000000004e-06, "loss": 0.6105, "step": 3200 }, { "epoch": 4.3, "learning_rate": 2.228571428571429e-06, "loss": 0.6154, "step": 3225 }, { "epoch": 4.33, "learning_rate": 2.157142857142857e-06, "loss": 0.6179, "step": 3250 }, { "epoch": 4.37, "learning_rate": 2.0857142857142858e-06, "loss": 0.5826, "step": 3275 }, { "epoch": 4.4, "learning_rate": 2.0142857142857144e-06, "loss": 0.6063, "step": 3300 }, { "epoch": 4.43, "learning_rate": 1.942857142857143e-06, "loss": 0.6412, "step": 3325 }, { "epoch": 4.47, "learning_rate": 1.8714285714285715e-06, "loss": 0.5746, "step": 3350 }, { "epoch": 4.5, "learning_rate": 1.8000000000000001e-06, "loss": 0.6644, "step": 3375 }, { "epoch": 4.53, "learning_rate": 1.7285714285714287e-06, "loss": 0.5814, "step": 3400 }, { "epoch": 4.57, "learning_rate": 1.657142857142857e-06, "loss": 0.6841, "step": 3425 }, { "epoch": 4.6, "learning_rate": 1.5857142857142857e-06, "loss": 0.6066, "step": 3450 }, { "epoch": 4.63, "learning_rate": 1.5142857142857145e-06, "loss": 0.5992, "step": 3475 }, { "epoch": 4.67, "learning_rate": 1.442857142857143e-06, "loss": 0.6001, "step": 3500 }, { "epoch": 4.67, "eval_loss": 0.6105530858039856, "eval_runtime": 216.5509, "eval_samples_per_second": 22.858, "eval_steps_per_second": 5.717, "step": 3500 }, { "epoch": 4.7, "learning_rate": 1.3714285714285717e-06, "loss": 0.6524, "step": 3525 }, { "epoch": 4.73, "learning_rate": 1.3e-06, "loss": 0.5826, "step": 3550 }, { "epoch": 4.77, "learning_rate": 1.2285714285714286e-06, "loss": 0.5674, "step": 3575 }, { "epoch": 4.8, "learning_rate": 1.1571428571428572e-06, "loss": 0.5817, "step": 3600 }, { "epoch": 4.83, "learning_rate": 1.0857142857142858e-06, "loss": 0.6095, "step": 3625 }, { "epoch": 4.87, "learning_rate": 1.0142857142857144e-06, "loss": 0.6374, "step": 3650 }, { "epoch": 4.9, "learning_rate": 9.42857142857143e-07, "loss": 0.6038, "step": 3675 }, { "epoch": 4.93, "learning_rate": 8.714285714285716e-07, "loss": 0.6349, "step": 3700 }, { "epoch": 4.97, "learning_rate": 8.000000000000001e-07, "loss": 0.6017, "step": 3725 }, { "epoch": 5.0, "learning_rate": 7.285714285714287e-07, "loss": 0.6295, "step": 3750 }, { "epoch": 5.03, "learning_rate": 6.571428571428571e-07, "loss": 0.631, "step": 3775 }, { "epoch": 5.07, "learning_rate": 5.857142857142857e-07, "loss": 0.5753, "step": 3800 }, { "epoch": 5.1, "learning_rate": 5.142857142857143e-07, "loss": 0.5888, "step": 3825 }, { "epoch": 5.13, "learning_rate": 4.4285714285714286e-07, "loss": 0.6269, "step": 3850 }, { "epoch": 5.17, "learning_rate": 3.7142857142857145e-07, "loss": 0.5584, "step": 3875 }, { "epoch": 5.2, "learning_rate": 3.0000000000000004e-07, "loss": 0.642, "step": 3900 }, { "epoch": 5.23, "learning_rate": 2.285714285714286e-07, "loss": 0.561, "step": 3925 }, { "epoch": 5.27, "learning_rate": 1.5714285714285717e-07, "loss": 0.6469, "step": 3950 }, { "epoch": 5.3, "learning_rate": 8.571428571428573e-08, "loss": 0.6164, "step": 3975 }, { "epoch": 5.33, "learning_rate": 1.4285714285714288e-08, "loss": 0.6082, "step": 4000 }, { "epoch": 5.33, "eval_loss": 0.6078237891197205, "eval_runtime": 220.2328, "eval_samples_per_second": 22.476, "eval_steps_per_second": 5.621, "step": 4000 }, { "epoch": 5.33, "step": 4000, "total_flos": 1.6501699427328e+18, "train_loss": 1.4726774854660034, "train_runtime": 5301.1107, "train_samples_per_second": 12.073, "train_steps_per_second": 0.755 } ], "logging_steps": 25, "max_steps": 4000, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "total_flos": 1.6501699427328e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }