{ "best_metric": 1.0, "best_model_checkpoint": "/kaggle/working/new_downloads22/checkpoint-317", "epoch": 3.0, "eval_steps": 500, "global_step": 951, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07886435331230283, "grad_norm": 8.923051834106445, "learning_rate": 1.75e-05, "loss": 9.5858, "step": 25 }, { "epoch": 0.15772870662460567, "grad_norm": 7.801741600036621, "learning_rate": 3.8333333333333334e-05, "loss": 7.4178, "step": 50 }, { "epoch": 0.23659305993690852, "grad_norm": 6.98698091506958, "learning_rate": 5.916666666666667e-05, "loss": 6.5061, "step": 75 }, { "epoch": 0.31545741324921134, "grad_norm": 15.704840660095215, "learning_rate": 8e-05, "loss": 6.3719, "step": 100 }, { "epoch": 0.3943217665615142, "grad_norm": 18.519981384277344, "learning_rate": 9.9983922829582e-05, "loss": 6.2496, "step": 125 }, { "epoch": 0.47318611987381703, "grad_norm": 5.073540210723877, "learning_rate": 9.958199356913184e-05, "loss": 6.1319, "step": 150 }, { "epoch": 0.5520504731861199, "grad_norm": 5.464381217956543, "learning_rate": 9.918006430868168e-05, "loss": 6.0139, "step": 175 }, { "epoch": 0.6309148264984227, "grad_norm": 7.70945405960083, "learning_rate": 9.877813504823152e-05, "loss": 5.8082, "step": 200 }, { "epoch": 0.7097791798107256, "grad_norm": 10.696139335632324, "learning_rate": 9.837620578778135e-05, "loss": 5.4794, "step": 225 }, { "epoch": 0.7886435331230284, "grad_norm": 11.641499519348145, "learning_rate": 9.79742765273312e-05, "loss": 5.0549, "step": 250 }, { "epoch": 0.8675078864353313, "grad_norm": 9.7868013381958, "learning_rate": 9.757234726688104e-05, "loss": 4.5482, "step": 275 }, { "epoch": 0.9463722397476341, "grad_norm": 8.010425567626953, "learning_rate": 9.717041800643088e-05, "loss": 4.0112, "step": 300 }, { "epoch": 1.0, "eval_cer": 1.0, "eval_loss": 3.591109037399292, "eval_runtime": 822.2984, "eval_samples_per_second": 2.674, "eval_steps_per_second": 0.022, "eval_wer": 1.0, "step": 317 }, { "epoch": 1.025236593059937, "grad_norm": 6.642086982727051, "learning_rate": 9.676848874598072e-05, "loss": 3.5042, "step": 325 }, { "epoch": 1.1041009463722398, "grad_norm": 8.283796310424805, "learning_rate": 9.636655948553056e-05, "loss": 2.9869, "step": 350 }, { "epoch": 1.1829652996845426, "grad_norm": 6.643803596496582, "learning_rate": 9.596463022508039e-05, "loss": 2.759, "step": 375 }, { "epoch": 1.2618296529968454, "grad_norm": 7.243183135986328, "learning_rate": 9.556270096463023e-05, "loss": 2.5283, "step": 400 }, { "epoch": 1.3406940063091484, "grad_norm": 6.6391425132751465, "learning_rate": 9.516077170418007e-05, "loss": 2.3984, "step": 425 }, { "epoch": 1.4195583596214512, "grad_norm": 6.673182010650635, "learning_rate": 9.47588424437299e-05, "loss": 2.2356, "step": 450 }, { "epoch": 1.498422712933754, "grad_norm": 6.318761825561523, "learning_rate": 9.435691318327976e-05, "loss": 2.1016, "step": 475 }, { "epoch": 1.5772870662460567, "grad_norm": 5.9026360511779785, "learning_rate": 9.39549839228296e-05, "loss": 2.019, "step": 500 }, { "epoch": 1.6561514195583595, "grad_norm": 5.887834072113037, "learning_rate": 9.355305466237943e-05, "loss": 1.9171, "step": 525 }, { "epoch": 1.7350157728706623, "grad_norm": 5.294543743133545, "learning_rate": 9.315112540192927e-05, "loss": 1.8466, "step": 550 }, { "epoch": 1.8138801261829653, "grad_norm": 5.4380364418029785, "learning_rate": 9.27491961414791e-05, "loss": 1.7883, "step": 575 }, { "epoch": 1.8927444794952681, "grad_norm": 5.8729777336120605, "learning_rate": 9.234726688102894e-05, "loss": 1.6805, "step": 600 }, { "epoch": 1.971608832807571, "grad_norm": 5.349132537841797, "learning_rate": 9.194533762057878e-05, "loss": 1.6442, "step": 625 }, { "epoch": 2.0, "eval_cer": 1.0, "eval_loss": 2.0905776023864746, "eval_runtime": 809.9594, "eval_samples_per_second": 2.715, "eval_steps_per_second": 0.022, "eval_wer": 1.0, "step": 634 }, { "epoch": 2.050473186119874, "grad_norm": 4.628177642822266, "learning_rate": 9.154340836012862e-05, "loss": 1.3757, "step": 650 }, { "epoch": 2.1293375394321767, "grad_norm": 4.613383769989014, "learning_rate": 9.114147909967846e-05, "loss": 1.2338, "step": 675 }, { "epoch": 2.2082018927444795, "grad_norm": 4.620671272277832, "learning_rate": 9.07395498392283e-05, "loss": 1.1955, "step": 700 }, { "epoch": 2.2870662460567823, "grad_norm": 5.2364325523376465, "learning_rate": 9.033762057877814e-05, "loss": 1.1995, "step": 725 }, { "epoch": 2.365930599369085, "grad_norm": 4.981749057769775, "learning_rate": 8.993569131832798e-05, "loss": 1.1839, "step": 750 }, { "epoch": 2.444794952681388, "grad_norm": 4.923290252685547, "learning_rate": 8.953376205787782e-05, "loss": 1.1529, "step": 775 }, { "epoch": 2.5236593059936907, "grad_norm": 4.748891830444336, "learning_rate": 8.913183279742766e-05, "loss": 1.156, "step": 800 }, { "epoch": 2.6025236593059935, "grad_norm": 4.635627269744873, "learning_rate": 8.872990353697749e-05, "loss": 1.152, "step": 825 }, { "epoch": 2.6813880126182967, "grad_norm": 4.900181770324707, "learning_rate": 8.832797427652733e-05, "loss": 1.1358, "step": 850 }, { "epoch": 2.7602523659305995, "grad_norm": 4.697984218597412, "learning_rate": 8.792604501607717e-05, "loss": 1.1274, "step": 875 }, { "epoch": 2.8391167192429023, "grad_norm": 4.6810078620910645, "learning_rate": 8.752411575562702e-05, "loss": 1.1098, "step": 900 }, { "epoch": 2.917981072555205, "grad_norm": 4.750789165496826, "learning_rate": 8.712218649517686e-05, "loss": 1.0976, "step": 925 }, { "epoch": 2.996845425867508, "grad_norm": 4.741580486297607, "learning_rate": 8.67202572347267e-05, "loss": 1.0836, "step": 950 }, { "epoch": 3.0, "eval_cer": 1.0, "eval_loss": 1.82232666015625, "eval_runtime": 816.0044, "eval_samples_per_second": 2.695, "eval_steps_per_second": 0.022, "eval_wer": 1.0, "step": 951 } ], "logging_steps": 25, "max_steps": 6340, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.7456402765824e+18, "train_batch_size": 480, "trial_name": null, "trial_params": null }