{ "best_metric": null, "best_model_checkpoint": null, "epoch": 15.0, "global_step": 6525, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23, "eval_loss": 3.629563570022583, "eval_runtime": 72.0137, "eval_samples_per_second": 22.871, "eval_steps_per_second": 2.861, "eval_wer": 1.0, "step": 100 }, { "epoch": 0.46, "eval_loss": 3.158773899078369, "eval_runtime": 70.3627, "eval_samples_per_second": 23.407, "eval_steps_per_second": 2.928, "eval_wer": 0.9998978653865795, "step": 200 }, { "epoch": 0.69, "eval_loss": 2.3110687732696533, "eval_runtime": 70.6406, "eval_samples_per_second": 23.315, "eval_steps_per_second": 2.916, "eval_wer": 1.0082729036870595, "step": 300 }, { "epoch": 0.92, "eval_loss": 0.9851930141448975, "eval_runtime": 70.8686, "eval_samples_per_second": 23.24, "eval_steps_per_second": 2.907, "eval_wer": 0.7980798692676948, "step": 400 }, { "epoch": 1.15, "learning_rate": 0.0002988, "loss": 3.6643, "step": 500 }, { "epoch": 1.15, "eval_loss": 0.7055537104606628, "eval_runtime": 71.6734, "eval_samples_per_second": 22.979, "eval_steps_per_second": 2.874, "eval_wer": 0.7362884281482994, "step": 500 }, { "epoch": 1.38, "eval_loss": 0.6146486401557922, "eval_runtime": 71.5696, "eval_samples_per_second": 23.013, "eval_steps_per_second": 2.878, "eval_wer": 0.6287406802165254, "step": 600 }, { "epoch": 1.61, "eval_loss": 0.5582674741744995, "eval_runtime": 71.6454, "eval_samples_per_second": 22.988, "eval_steps_per_second": 2.875, "eval_wer": 0.6195485650086815, "step": 700 }, { "epoch": 1.84, "eval_loss": 0.5528766512870789, "eval_runtime": 71.319, "eval_samples_per_second": 23.093, "eval_steps_per_second": 2.888, "eval_wer": 0.5677663160044939, "step": 800 }, { "epoch": 2.07, "eval_loss": 0.5279656052589417, "eval_runtime": 71.9775, "eval_samples_per_second": 22.882, "eval_steps_per_second": 2.862, "eval_wer": 0.5373302012051885, "step": 900 }, { "epoch": 2.3, "learning_rate": 0.00027520331950207466, "loss": 0.5896, "step": 1000 }, { "epoch": 2.3, "eval_loss": 0.5253266096115112, "eval_runtime": 72.6484, "eval_samples_per_second": 22.671, "eval_steps_per_second": 2.836, "eval_wer": 0.5348789704830967, "step": 1000 }, { "epoch": 2.53, "eval_loss": 0.4802704155445099, "eval_runtime": 71.3938, "eval_samples_per_second": 23.069, "eval_steps_per_second": 2.885, "eval_wer": 0.5056684710448371, "step": 1100 }, { "epoch": 2.76, "eval_loss": 0.4561997056007385, "eval_runtime": 71.654, "eval_samples_per_second": 22.985, "eval_steps_per_second": 2.875, "eval_wer": 0.5132264324379532, "step": 1200 }, { "epoch": 2.99, "eval_loss": 0.42518743872642517, "eval_runtime": 72.1751, "eval_samples_per_second": 22.82, "eval_steps_per_second": 2.854, "eval_wer": 0.4872842406291492, "step": 1300 }, { "epoch": 3.22, "eval_loss": 0.4428342878818512, "eval_runtime": 71.8698, "eval_samples_per_second": 22.916, "eval_steps_per_second": 2.866, "eval_wer": 0.4830967214789092, "step": 1400 }, { "epoch": 3.45, "learning_rate": 0.0002503070539419087, "loss": 0.368, "step": 1500 }, { "epoch": 3.45, "eval_loss": 0.4509741961956024, "eval_runtime": 72.2303, "eval_samples_per_second": 22.802, "eval_steps_per_second": 2.852, "eval_wer": 0.4778878561944643, "step": 1500 }, { "epoch": 3.68, "eval_loss": 0.44042012095451355, "eval_runtime": 72.6999, "eval_samples_per_second": 22.655, "eval_steps_per_second": 2.834, "eval_wer": 0.4946379327954244, "step": 1600 }, { "epoch": 3.91, "eval_loss": 0.43302613496780396, "eval_runtime": 72.0106, "eval_samples_per_second": 22.872, "eval_steps_per_second": 2.861, "eval_wer": 0.47850066387498724, "step": 1700 }, { "epoch": 4.14, "eval_loss": 0.4357718229293823, "eval_runtime": 71.8959, "eval_samples_per_second": 22.908, "eval_steps_per_second": 2.865, "eval_wer": 0.45582677969563884, "step": 1800 }, { "epoch": 4.37, "eval_loss": 0.41258642077445984, "eval_runtime": 72.242, "eval_samples_per_second": 22.798, "eval_steps_per_second": 2.852, "eval_wer": 0.4643039526095394, "step": 1900 }, { "epoch": 4.6, "learning_rate": 0.00022541078838174273, "loss": 0.2629, "step": 2000 }, { "epoch": 4.6, "eval_loss": 0.4196760654449463, "eval_runtime": 71.8725, "eval_samples_per_second": 22.916, "eval_steps_per_second": 2.866, "eval_wer": 0.4528648759064447, "step": 2000 }, { "epoch": 4.83, "eval_loss": 0.4063510298728943, "eval_runtime": 72.3443, "eval_samples_per_second": 22.766, "eval_steps_per_second": 2.847, "eval_wer": 0.44091512613624756, "step": 2100 }, { "epoch": 5.06, "eval_loss": 0.4285483658313751, "eval_runtime": 72.2808, "eval_samples_per_second": 22.786, "eval_steps_per_second": 2.85, "eval_wer": 0.45143499131855785, "step": 2200 }, { "epoch": 5.29, "eval_loss": 0.41930803656578064, "eval_runtime": 72.0969, "eval_samples_per_second": 22.844, "eval_steps_per_second": 2.857, "eval_wer": 0.4203860688387294, "step": 2300 }, { "epoch": 5.52, "eval_loss": 0.4301486909389496, "eval_runtime": 72.1535, "eval_samples_per_second": 22.826, "eval_steps_per_second": 2.855, "eval_wer": 0.4219180880400368, "step": 2400 }, { "epoch": 5.75, "learning_rate": 0.00020051452282157675, "loss": 0.2072, "step": 2500 }, { "epoch": 5.75, "eval_loss": 0.4222012758255005, "eval_runtime": 71.9455, "eval_samples_per_second": 22.892, "eval_steps_per_second": 2.863, "eval_wer": 0.4334592993565519, "step": 2500 }, { "epoch": 5.98, "eval_loss": 0.4076746702194214, "eval_runtime": 71.6876, "eval_samples_per_second": 22.975, "eval_steps_per_second": 2.874, "eval_wer": 0.42314370340108265, "step": 2600 }, { "epoch": 6.21, "eval_loss": 0.4132108688354492, "eval_runtime": 71.6712, "eval_samples_per_second": 22.98, "eval_steps_per_second": 2.874, "eval_wer": 0.4121131651516699, "step": 2700 }, { "epoch": 6.44, "eval_loss": 0.4112888276576996, "eval_runtime": 71.9406, "eval_samples_per_second": 22.894, "eval_steps_per_second": 2.863, "eval_wer": 0.42202022265345723, "step": 2800 }, { "epoch": 6.67, "eval_loss": 0.41012728214263916, "eval_runtime": 71.6608, "eval_samples_per_second": 22.983, "eval_steps_per_second": 2.875, "eval_wer": 0.4175262996629558, "step": 2900 }, { "epoch": 6.9, "learning_rate": 0.0001756182572614108, "loss": 0.1731, "step": 3000 }, { "epoch": 6.9, "eval_loss": 0.42397525906562805, "eval_runtime": 71.8112, "eval_samples_per_second": 22.935, "eval_steps_per_second": 2.869, "eval_wer": 0.4122152997650904, "step": 3000 }, { "epoch": 7.13, "eval_loss": 0.43093591928482056, "eval_runtime": 71.844, "eval_samples_per_second": 22.925, "eval_steps_per_second": 2.867, "eval_wer": 0.40230824226330303, "step": 3100 }, { "epoch": 7.36, "eval_loss": 0.4274670481681824, "eval_runtime": 71.3955, "eval_samples_per_second": 23.069, "eval_steps_per_second": 2.885, "eval_wer": 0.3987335307935859, "step": 3200 }, { "epoch": 7.59, "eval_loss": 0.42890244722366333, "eval_runtime": 71.437, "eval_samples_per_second": 23.055, "eval_steps_per_second": 2.884, "eval_wer": 0.4062914921867021, "step": 3300 }, { "epoch": 7.82, "eval_loss": 0.4181130528450012, "eval_runtime": 71.7843, "eval_samples_per_second": 22.944, "eval_steps_per_second": 2.87, "eval_wer": 0.402512511490144, "step": 3400 }, { "epoch": 8.05, "learning_rate": 0.00015077178423236512, "loss": 0.1397, "step": 3500 }, { "epoch": 8.05, "eval_loss": 0.4489935040473938, "eval_runtime": 71.3608, "eval_samples_per_second": 23.08, "eval_steps_per_second": 2.887, "eval_wer": 0.3885200694515371, "step": 3500 }, { "epoch": 8.28, "eval_loss": 0.419808954000473, "eval_runtime": 70.9991, "eval_samples_per_second": 23.197, "eval_steps_per_second": 2.901, "eval_wer": 0.3871923194770708, "step": 3600 }, { "epoch": 8.51, "eval_loss": 0.3980425298213959, "eval_runtime": 70.9302, "eval_samples_per_second": 23.22, "eval_steps_per_second": 2.904, "eval_wer": 0.38423041568787664, "step": 3700 }, { "epoch": 8.74, "eval_loss": 0.4051460921764374, "eval_runtime": 71.3919, "eval_samples_per_second": 23.07, "eval_steps_per_second": 2.885, "eval_wer": 0.3876008579307527, "step": 3800 }, { "epoch": 8.97, "eval_loss": 0.4080096185207367, "eval_runtime": 71.5572, "eval_samples_per_second": 23.017, "eval_steps_per_second": 2.879, "eval_wer": 0.3911755694004698, "step": 3900 }, { "epoch": 9.2, "learning_rate": 0.00012587551867219917, "loss": 0.1224, "step": 4000 }, { "epoch": 9.2, "eval_loss": 0.41799476742744446, "eval_runtime": 71.2885, "eval_samples_per_second": 23.103, "eval_steps_per_second": 2.89, "eval_wer": 0.3773873965887039, "step": 4000 }, { "epoch": 9.43, "eval_loss": 0.4101611077785492, "eval_runtime": 71.7369, "eval_samples_per_second": 22.959, "eval_steps_per_second": 2.872, "eval_wer": 0.38198345419262586, "step": 4100 }, { "epoch": 9.66, "eval_loss": 0.3977714776992798, "eval_runtime": 71.6699, "eval_samples_per_second": 22.98, "eval_steps_per_second": 2.874, "eval_wer": 0.38800939638443466, "step": 4200 }, { "epoch": 9.89, "eval_loss": 0.415744423866272, "eval_runtime": 71.3403, "eval_samples_per_second": 23.087, "eval_steps_per_second": 2.888, "eval_wer": 0.37309774282504343, "step": 4300 }, { "epoch": 10.11, "eval_loss": 0.4174509644508362, "eval_runtime": 70.9527, "eval_samples_per_second": 23.213, "eval_steps_per_second": 2.903, "eval_wer": 0.3741190889592483, "step": 4400 }, { "epoch": 10.34, "learning_rate": 0.00010097925311203319, "loss": 0.1012, "step": 4500 }, { "epoch": 10.34, "eval_loss": 0.38867875933647156, "eval_runtime": 71.7567, "eval_samples_per_second": 22.953, "eval_steps_per_second": 2.871, "eval_wer": 0.37054437748953123, "step": 4500 }, { "epoch": 10.57, "eval_loss": 0.4063725471496582, "eval_runtime": 71.9349, "eval_samples_per_second": 22.896, "eval_steps_per_second": 2.864, "eval_wer": 0.3773873965887039, "step": 4600 }, { "epoch": 10.8, "eval_loss": 0.3960791826248169, "eval_runtime": 71.333, "eval_samples_per_second": 23.089, "eval_steps_per_second": 2.888, "eval_wer": 0.36216933918905114, "step": 4700 }, { "epoch": 11.03, "eval_loss": 0.3912270963191986, "eval_runtime": 71.311, "eval_samples_per_second": 23.096, "eval_steps_per_second": 2.889, "eval_wer": 0.3573690123582882, "step": 4800 }, { "epoch": 11.26, "eval_loss": 0.40203624963760376, "eval_runtime": 71.1318, "eval_samples_per_second": 23.154, "eval_steps_per_second": 2.896, "eval_wer": 0.36380349300377895, "step": 4900 }, { "epoch": 11.49, "learning_rate": 7.608298755186722e-05, "loss": 0.088, "step": 5000 }, { "epoch": 11.49, "eval_loss": 0.4116981625556946, "eval_runtime": 71.2238, "eval_samples_per_second": 23.124, "eval_steps_per_second": 2.892, "eval_wer": 0.3560412623838219, "step": 5000 }, { "epoch": 11.72, "eval_loss": 0.39163461327552795, "eval_runtime": 74.0308, "eval_samples_per_second": 22.247, "eval_steps_per_second": 2.783, "eval_wer": 0.3523644163006843, "step": 5100 }, { "epoch": 11.95, "eval_loss": 0.40122881531715393, "eval_runtime": 71.4186, "eval_samples_per_second": 23.061, "eval_steps_per_second": 2.884, "eval_wer": 0.3532836278214687, "step": 5200 }, { "epoch": 12.18, "eval_loss": 0.40852609276771545, "eval_runtime": 71.9077, "eval_samples_per_second": 22.904, "eval_steps_per_second": 2.865, "eval_wer": 0.3583903584924931, "step": 5300 }, { "epoch": 12.41, "eval_loss": 0.40001052618026733, "eval_runtime": 72.0262, "eval_samples_per_second": 22.867, "eval_steps_per_second": 2.86, "eval_wer": 0.35471351240935556, "step": 5400 }, { "epoch": 12.64, "learning_rate": 5.118672199170124e-05, "loss": 0.0775, "step": 5500 }, { "epoch": 12.64, "eval_loss": 0.41365721821784973, "eval_runtime": 72.4646, "eval_samples_per_second": 22.728, "eval_steps_per_second": 2.843, "eval_wer": 0.3524665509141048, "step": 5500 }, { "epoch": 12.87, "eval_loss": 0.4004632234573364, "eval_runtime": 72.0964, "eval_samples_per_second": 22.844, "eval_steps_per_second": 2.857, "eval_wer": 0.34664487794913695, "step": 5600 }, { "epoch": 13.1, "eval_loss": 0.39855289459228516, "eval_runtime": 72.3063, "eval_samples_per_second": 22.778, "eval_steps_per_second": 2.849, "eval_wer": 0.3478704933101828, "step": 5700 }, { "epoch": 13.33, "eval_loss": 0.3983455300331116, "eval_runtime": 72.5729, "eval_samples_per_second": 22.694, "eval_steps_per_second": 2.839, "eval_wer": 0.34695128178939844, "step": 5800 }, { "epoch": 13.56, "eval_loss": 0.39398157596588135, "eval_runtime": 72.6508, "eval_samples_per_second": 22.67, "eval_steps_per_second": 2.835, "eval_wer": 0.3428658972525789, "step": 5900 }, { "epoch": 13.79, "learning_rate": 2.6290456431535268e-05, "loss": 0.0716, "step": 6000 }, { "epoch": 13.79, "eval_loss": 0.3872474133968353, "eval_runtime": 72.1424, "eval_samples_per_second": 22.83, "eval_steps_per_second": 2.855, "eval_wer": 0.3382698396486569, "step": 6000 }, { "epoch": 14.02, "eval_loss": 0.40051060914993286, "eval_runtime": 72.2601, "eval_samples_per_second": 22.793, "eval_steps_per_second": 2.851, "eval_wer": 0.33837197426207744, "step": 6100 }, { "epoch": 14.25, "eval_loss": 0.4004524350166321, "eval_runtime": 72.3811, "eval_samples_per_second": 22.755, "eval_steps_per_second": 2.846, "eval_wer": 0.33632928199366763, "step": 6200 }, { "epoch": 14.48, "eval_loss": 0.3973444402217865, "eval_runtime": 72.4916, "eval_samples_per_second": 22.72, "eval_steps_per_second": 2.842, "eval_wer": 0.3357164743131447, "step": 6300 }, { "epoch": 14.71, "eval_loss": 0.39567238092422485, "eval_runtime": 71.9912, "eval_samples_per_second": 22.878, "eval_steps_per_second": 2.861, "eval_wer": 0.3346951281789398, "step": 6400 }, { "epoch": 14.94, "learning_rate": 1.3941908713692947e-06, "loss": 0.0639, "step": 6500 }, { "epoch": 14.94, "eval_loss": 0.3942253589630127, "eval_runtime": 72.1115, "eval_samples_per_second": 22.84, "eval_steps_per_second": 2.857, "eval_wer": 0.33398018588499645, "step": 6500 }, { "epoch": 15.0, "step": 6525, "total_flos": 6.375652211627562e+18, "train_loss": 0.4546195959770816, "train_runtime": 9820.6394, "train_samples_per_second": 5.312, "train_steps_per_second": 0.664 } ], "max_steps": 6525, "num_train_epochs": 15, "total_flos": 6.375652211627562e+18, "trial_name": null, "trial_params": null }