{ "best_global_step": 500, "best_metric": 19.59291781998664, "best_model_checkpoint": "./SALAMA_C3/checkpoint-500", "epoch": 0.8375209380234506, "eval_steps": 500, "global_step": 500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03350083752093802, "grad_norm": 11.757207870483398, "learning_rate": 6.333333333333334e-07, "loss": 0.5112, "step": 20 }, { "epoch": 0.06700167504187604, "grad_norm": 10.197953224182129, "learning_rate": 1.3e-06, "loss": 0.5283, "step": 40 }, { "epoch": 0.10050251256281408, "grad_norm": 12.811074256896973, "learning_rate": 1.9666666666666668e-06, "loss": 0.474, "step": 60 }, { "epoch": 0.13400335008375208, "grad_norm": 8.559342384338379, "learning_rate": 2.6e-06, "loss": 0.424, "step": 80 }, { "epoch": 0.16750418760469013, "grad_norm": 6.9629225730896, "learning_rate": 3.266666666666667e-06, "loss": 0.4465, "step": 100 }, { "epoch": 0.20100502512562815, "grad_norm": 7.833058834075928, "learning_rate": 3.9333333333333335e-06, "loss": 0.3764, "step": 120 }, { "epoch": 0.23450586264656617, "grad_norm": 6.882424831390381, "learning_rate": 4.600000000000001e-06, "loss": 0.3705, "step": 140 }, { "epoch": 0.26800670016750416, "grad_norm": 5.4183244705200195, "learning_rate": 5.2666666666666665e-06, "loss": 0.4116, "step": 160 }, { "epoch": 0.3015075376884422, "grad_norm": 6.103787899017334, "learning_rate": 5.933333333333335e-06, "loss": 0.3903, "step": 180 }, { "epoch": 0.33500837520938026, "grad_norm": 6.084160804748535, "learning_rate": 6.600000000000001e-06, "loss": 0.3794, "step": 200 }, { "epoch": 0.3685092127303183, "grad_norm": 4.531406879425049, "learning_rate": 7.266666666666668e-06, "loss": 0.3904, "step": 220 }, { "epoch": 0.4020100502512563, "grad_norm": 6.702854156494141, "learning_rate": 7.933333333333334e-06, "loss": 0.3672, "step": 240 }, { "epoch": 0.4355108877721943, "grad_norm": 6.386377811431885, "learning_rate": 8.6e-06, "loss": 0.3379, "step": 260 }, { "epoch": 0.46901172529313234, "grad_norm": 5.33281135559082, "learning_rate": 9.266666666666667e-06, "loss": 0.4102, "step": 280 }, { "epoch": 0.5025125628140703, "grad_norm": 6.031435012817383, "learning_rate": 9.933333333333334e-06, "loss": 0.3815, "step": 300 }, { "epoch": 0.5360134003350083, "grad_norm": 4.8638176918029785, "learning_rate": 9.968253968253969e-06, "loss": 0.358, "step": 320 }, { "epoch": 0.5695142378559463, "grad_norm": 5.352113723754883, "learning_rate": 9.932980599647268e-06, "loss": 0.3578, "step": 340 }, { "epoch": 0.6030150753768844, "grad_norm": 5.560739040374756, "learning_rate": 9.897707231040565e-06, "loss": 0.3795, "step": 360 }, { "epoch": 0.6365159128978225, "grad_norm": 6.186940670013428, "learning_rate": 9.862433862433864e-06, "loss": 0.3852, "step": 380 }, { "epoch": 0.6700167504187605, "grad_norm": 5.37507438659668, "learning_rate": 9.827160493827161e-06, "loss": 0.3761, "step": 400 }, { "epoch": 0.7035175879396985, "grad_norm": 6.373449802398682, "learning_rate": 9.79188712522046e-06, "loss": 0.3674, "step": 420 }, { "epoch": 0.7370184254606366, "grad_norm": 5.702625274658203, "learning_rate": 9.756613756613757e-06, "loss": 0.4013, "step": 440 }, { "epoch": 0.7705192629815746, "grad_norm": 5.5675153732299805, "learning_rate": 9.721340388007056e-06, "loss": 0.3495, "step": 460 }, { "epoch": 0.8040201005025126, "grad_norm": 6.296374320983887, "learning_rate": 9.686067019400353e-06, "loss": 0.3704, "step": 480 }, { "epoch": 0.8375209380234506, "grad_norm": 4.830463886260986, "learning_rate": 9.650793650793652e-06, "loss": 0.36, "step": 500 }, { "epoch": 0.8375209380234506, "eval_loss": 0.27764827013015747, "eval_runtime": 1752.3826, "eval_samples_per_second": 2.725, "eval_steps_per_second": 0.341, "eval_wer": 19.59291781998664, "step": 500 } ], "logging_steps": 20, "max_steps": 5970, "num_input_tokens_seen": 0, "num_train_epochs": 10, "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": 4.61736640512e+18, "train_batch_size": 16, "trial_name": null, "trial_params": null }