{ "best_metric": null, "best_model_checkpoint": null, "epoch": 29.906542056074766, "global_step": 3200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.93, "learning_rate": 9.7e-06, "loss": 9.9876, "step": 100 }, { "epoch": 0.93, "eval_loss": 4.772322177886963, "eval_runtime": 43.7501, "eval_samples_per_second": 19.497, "eval_steps_per_second": 0.617, "eval_wer": 1.0, "step": 100 }, { "epoch": 1.87, "learning_rate": 1.97e-05, "loss": 3.6526, "step": 200 }, { "epoch": 1.87, "eval_loss": 3.8356621265411377, "eval_runtime": 43.2583, "eval_samples_per_second": 19.719, "eval_steps_per_second": 0.624, "eval_wer": 1.0, "step": 200 }, { "epoch": 2.8, "learning_rate": 2.96e-05, "loss": 3.1832, "step": 300 }, { "epoch": 2.8, "eval_loss": 3.42309832572937, "eval_runtime": 43.8662, "eval_samples_per_second": 19.446, "eval_steps_per_second": 0.616, "eval_wer": 1.0, "step": 300 }, { "epoch": 3.74, "learning_rate": 3.960000000000001e-05, "loss": 3.0394, "step": 400 }, { "epoch": 3.74, "eval_loss": 3.35982608795166, "eval_runtime": 43.5204, "eval_samples_per_second": 19.6, "eval_steps_per_second": 0.62, "eval_wer": 1.0, "step": 400 }, { "epoch": 4.67, "learning_rate": 4.96e-05, "loss": 2.9964, "step": 500 }, { "epoch": 4.67, "eval_loss": 3.0924816131591797, "eval_runtime": 42.6866, "eval_samples_per_second": 19.983, "eval_steps_per_second": 0.633, "eval_wer": 1.0, "step": 500 }, { "epoch": 5.61, "learning_rate": 5.96e-05, "loss": 2.9881, "step": 600 }, { "epoch": 5.61, "eval_loss": 3.0199828147888184, "eval_runtime": 44.2234, "eval_samples_per_second": 19.288, "eval_steps_per_second": 0.611, "eval_wer": 1.0, "step": 600 }, { "epoch": 6.54, "learning_rate": 6.96e-05, "loss": 2.9678, "step": 700 }, { "epoch": 6.54, "eval_loss": 3.0672409534454346, "eval_runtime": 44.282, "eval_samples_per_second": 19.263, "eval_steps_per_second": 0.61, "eval_wer": 1.0, "step": 700 }, { "epoch": 7.48, "learning_rate": 7.960000000000001e-05, "loss": 2.7541, "step": 800 }, { "epoch": 7.48, "eval_loss": 2.397754669189453, "eval_runtime": 43.7165, "eval_samples_per_second": 19.512, "eval_steps_per_second": 0.618, "eval_wer": 0.9788053949903661, "step": 800 }, { "epoch": 8.41, "learning_rate": 8.960000000000001e-05, "loss": 1.876, "step": 900 }, { "epoch": 8.41, "eval_loss": 1.5307629108428955, "eval_runtime": 43.4064, "eval_samples_per_second": 19.651, "eval_steps_per_second": 0.622, "eval_wer": 0.7509098694069792, "step": 900 }, { "epoch": 9.35, "learning_rate": 9.960000000000001e-05, "loss": 1.4334, "step": 1000 }, { "epoch": 9.35, "eval_loss": 1.435613751411438, "eval_runtime": 43.9507, "eval_samples_per_second": 19.408, "eval_steps_per_second": 0.614, "eval_wer": 0.620316848640548, "step": 1000 }, { "epoch": 10.28, "learning_rate": 9.565610859728508e-05, "loss": 1.223, "step": 1100 }, { "epoch": 10.28, "eval_loss": 1.0539987087249756, "eval_runtime": 43.8182, "eval_samples_per_second": 19.467, "eval_steps_per_second": 0.616, "eval_wer": 0.5885249411260972, "step": 1100 }, { "epoch": 11.21, "learning_rate": 9.113122171945702e-05, "loss": 1.0139, "step": 1200 }, { "epoch": 11.21, "eval_loss": 0.9824701547622681, "eval_runtime": 43.7265, "eval_samples_per_second": 19.508, "eval_steps_per_second": 0.617, "eval_wer": 0.4964675658317277, "step": 1200 }, { "epoch": 12.15, "learning_rate": 8.660633484162897e-05, "loss": 0.9349, "step": 1300 }, { "epoch": 12.15, "eval_loss": 0.981073796749115, "eval_runtime": 43.357, "eval_samples_per_second": 19.674, "eval_steps_per_second": 0.623, "eval_wer": 0.4774138300149861, "step": 1300 }, { "epoch": 13.08, "learning_rate": 8.20814479638009e-05, "loss": 0.8395, "step": 1400 }, { "epoch": 13.08, "eval_loss": 0.9597522616386414, "eval_runtime": 44.326, "eval_samples_per_second": 19.244, "eval_steps_per_second": 0.609, "eval_wer": 0.44166131449368445, "step": 1400 }, { "epoch": 14.02, "learning_rate": 7.755656108597285e-05, "loss": 0.8417, "step": 1500 }, { "epoch": 14.02, "eval_loss": 0.9240782856941223, "eval_runtime": 44.9894, "eval_samples_per_second": 18.96, "eval_steps_per_second": 0.6, "eval_wer": 0.43513166345536286, "step": 1500 }, { "epoch": 14.95, "learning_rate": 7.30316742081448e-05, "loss": 0.7091, "step": 1600 }, { "epoch": 14.95, "eval_loss": 0.9342209100723267, "eval_runtime": 43.4211, "eval_samples_per_second": 19.645, "eval_steps_per_second": 0.622, "eval_wer": 0.4319203596660244, "step": 1600 }, { "epoch": 15.89, "learning_rate": 6.850678733031674e-05, "loss": 0.6622, "step": 1700 }, { "epoch": 15.89, "eval_loss": 0.895724892616272, "eval_runtime": 43.4542, "eval_samples_per_second": 19.63, "eval_steps_per_second": 0.621, "eval_wer": 0.41629201455791054, "step": 1700 }, { "epoch": 16.82, "learning_rate": 6.398190045248869e-05, "loss": 0.6762, "step": 1800 }, { "epoch": 16.82, "eval_loss": 0.9993765354156494, "eval_runtime": 44.1607, "eval_samples_per_second": 19.316, "eval_steps_per_second": 0.611, "eval_wer": 0.40023549561121813, "step": 1800 }, { "epoch": 17.76, "learning_rate": 5.945701357466064e-05, "loss": 0.6325, "step": 1900 }, { "epoch": 17.76, "eval_loss": 0.9341434240341187, "eval_runtime": 42.9623, "eval_samples_per_second": 19.855, "eval_steps_per_second": 0.628, "eval_wer": 0.41168914579319205, "step": 1900 }, { "epoch": 18.69, "learning_rate": 5.4932126696832586e-05, "loss": 0.5829, "step": 2000 }, { "epoch": 18.69, "eval_loss": 1.0207712650299072, "eval_runtime": 42.8374, "eval_samples_per_second": 19.913, "eval_steps_per_second": 0.63, "eval_wer": 0.3980946264183258, "step": 2000 }, { "epoch": 19.63, "learning_rate": 5.0407239819004526e-05, "loss": 0.5598, "step": 2100 }, { "epoch": 19.63, "eval_loss": 1.0339125394821167, "eval_runtime": 42.5183, "eval_samples_per_second": 20.062, "eval_steps_per_second": 0.635, "eval_wer": 0.39359880111325196, "step": 2100 }, { "epoch": 20.56, "learning_rate": 4.588235294117647e-05, "loss": 0.5637, "step": 2200 }, { "epoch": 20.56, "eval_loss": 0.9660681486129761, "eval_runtime": 44.6662, "eval_samples_per_second": 19.097, "eval_steps_per_second": 0.604, "eval_wer": 0.399165061014772, "step": 2200 }, { "epoch": 21.5, "learning_rate": 4.1357466063348414e-05, "loss": 0.5396, "step": 2300 }, { "epoch": 21.5, "eval_loss": 1.05593740940094, "eval_runtime": 44.132, "eval_samples_per_second": 19.328, "eval_steps_per_second": 0.612, "eval_wer": 0.3923142795975166, "step": 2300 }, { "epoch": 22.43, "learning_rate": 3.683257918552037e-05, "loss": 0.5001, "step": 2400 }, { "epoch": 22.43, "eval_loss": 0.9710575938224792, "eval_runtime": 43.7084, "eval_samples_per_second": 19.516, "eval_steps_per_second": 0.618, "eval_wer": 0.38589167201883967, "step": 2400 }, { "epoch": 23.36, "learning_rate": 3.230769230769231e-05, "loss": 0.4797, "step": 2500 }, { "epoch": 23.36, "eval_loss": 0.9755498766899109, "eval_runtime": 43.0821, "eval_samples_per_second": 19.799, "eval_steps_per_second": 0.627, "eval_wer": 0.3775422821665596, "step": 2500 }, { "epoch": 24.3, "learning_rate": 2.7782805429864255e-05, "loss": 0.4993, "step": 2600 }, { "epoch": 24.3, "eval_loss": 0.9937364459037781, "eval_runtime": 43.0983, "eval_samples_per_second": 19.792, "eval_steps_per_second": 0.626, "eval_wer": 0.37315350032113037, "step": 2600 }, { "epoch": 25.23, "learning_rate": 2.3257918552036202e-05, "loss": 0.4728, "step": 2700 }, { "epoch": 25.23, "eval_loss": 1.028990387916565, "eval_runtime": 44.5142, "eval_samples_per_second": 19.162, "eval_steps_per_second": 0.607, "eval_wer": 0.37229715264397345, "step": 2700 }, { "epoch": 26.17, "learning_rate": 1.8733031674208146e-05, "loss": 0.4479, "step": 2800 }, { "epoch": 26.17, "eval_loss": 0.9995871186256409, "eval_runtime": 43.2227, "eval_samples_per_second": 19.735, "eval_steps_per_second": 0.625, "eval_wer": 0.36897880539499034, "step": 2800 }, { "epoch": 27.1, "learning_rate": 1.4208144796380091e-05, "loss": 0.4675, "step": 2900 }, { "epoch": 27.1, "eval_loss": 1.0029648542404175, "eval_runtime": 42.9456, "eval_samples_per_second": 19.862, "eval_steps_per_second": 0.629, "eval_wer": 0.37101263112823807, "step": 2900 }, { "epoch": 28.04, "learning_rate": 9.683257918552037e-06, "loss": 0.4454, "step": 3000 }, { "epoch": 28.04, "eval_loss": 1.0169341564178467, "eval_runtime": 43.9547, "eval_samples_per_second": 19.406, "eval_steps_per_second": 0.614, "eval_wer": 0.37037037037037035, "step": 3000 }, { "epoch": 28.97, "learning_rate": 5.1583710407239815e-06, "loss": 0.4473, "step": 3100 }, { "epoch": 28.97, "eval_loss": 1.0175889730453491, "eval_runtime": 43.8487, "eval_samples_per_second": 19.453, "eval_steps_per_second": 0.616, "eval_wer": 0.3707985442089488, "step": 3100 }, { "epoch": 29.91, "learning_rate": 6.334841628959276e-07, "loss": 0.4005, "step": 3200 }, { "epoch": 29.91, "eval_loss": 1.0105210542678833, "eval_runtime": 42.6213, "eval_samples_per_second": 20.013, "eval_steps_per_second": 0.633, "eval_wer": 0.36951402269321343, "step": 3200 } ], "max_steps": 3210, "num_train_epochs": 30, "total_flos": 4.853367218401499e+18, "trial_name": null, "trial_params": null }