{ "best_metric": 0.9463087248322147, "best_model_checkpoint": "finetuned-for-YogaPoses/checkpoint-200", "epoch": 4.0, "eval_steps": 100, "global_step": 212, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.18867924528301888, "grad_norm": 4.57135009765625, "learning_rate": 0.00019056603773584906, "loss": 0.2108, "step": 10 }, { "epoch": 0.37735849056603776, "grad_norm": 2.5890703201293945, "learning_rate": 0.00018113207547169812, "loss": 0.2414, "step": 20 }, { "epoch": 0.5660377358490566, "grad_norm": 8.661531448364258, "learning_rate": 0.00017169811320754717, "loss": 0.2201, "step": 30 }, { "epoch": 0.7547169811320755, "grad_norm": 10.479974746704102, "learning_rate": 0.00016226415094339625, "loss": 0.3454, "step": 40 }, { "epoch": 0.9433962264150944, "grad_norm": 11.653122901916504, "learning_rate": 0.0001528301886792453, "loss": 0.1532, "step": 50 }, { "epoch": 1.1320754716981132, "grad_norm": 14.78357982635498, "learning_rate": 0.00014339622641509434, "loss": 0.4086, "step": 60 }, { "epoch": 1.320754716981132, "grad_norm": 4.90693473815918, "learning_rate": 0.0001339622641509434, "loss": 0.2329, "step": 70 }, { "epoch": 1.509433962264151, "grad_norm": 9.73343563079834, "learning_rate": 0.00012452830188679244, "loss": 0.2904, "step": 80 }, { "epoch": 1.6981132075471699, "grad_norm": 10.988191604614258, "learning_rate": 0.00011509433962264151, "loss": 0.162, "step": 90 }, { "epoch": 1.8867924528301887, "grad_norm": 8.248613357543945, "learning_rate": 0.00010566037735849057, "loss": 0.2812, "step": 100 }, { "epoch": 1.8867924528301887, "eval_accuracy": 0.9328859060402684, "eval_loss": 0.18304018676280975, "eval_runtime": 19.9096, "eval_samples_per_second": 7.484, "eval_steps_per_second": 0.954, "step": 100 }, { "epoch": 2.0754716981132075, "grad_norm": 0.6969878673553467, "learning_rate": 9.622641509433963e-05, "loss": 0.1697, "step": 110 }, { "epoch": 2.2641509433962264, "grad_norm": 13.04124927520752, "learning_rate": 8.679245283018869e-05, "loss": 0.2429, "step": 120 }, { "epoch": 2.452830188679245, "grad_norm": 0.741187334060669, "learning_rate": 7.735849056603774e-05, "loss": 0.2734, "step": 130 }, { "epoch": 2.641509433962264, "grad_norm": 2.852130889892578, "learning_rate": 6.79245283018868e-05, "loss": 0.1988, "step": 140 }, { "epoch": 2.830188679245283, "grad_norm": 3.7858972549438477, "learning_rate": 5.849056603773585e-05, "loss": 0.2767, "step": 150 }, { "epoch": 3.018867924528302, "grad_norm": 15.999140739440918, "learning_rate": 4.9056603773584906e-05, "loss": 0.233, "step": 160 }, { "epoch": 3.207547169811321, "grad_norm": 8.683842658996582, "learning_rate": 3.962264150943397e-05, "loss": 0.1651, "step": 170 }, { "epoch": 3.3962264150943398, "grad_norm": 13.785407066345215, "learning_rate": 3.018867924528302e-05, "loss": 0.139, "step": 180 }, { "epoch": 3.5849056603773586, "grad_norm": 10.78865909576416, "learning_rate": 2.0754716981132076e-05, "loss": 0.2001, "step": 190 }, { "epoch": 3.7735849056603774, "grad_norm": 7.327868461608887, "learning_rate": 1.1320754716981132e-05, "loss": 0.1828, "step": 200 }, { "epoch": 3.7735849056603774, "eval_accuracy": 0.9463087248322147, "eval_loss": 0.22337837517261505, "eval_runtime": 19.9353, "eval_samples_per_second": 7.474, "eval_steps_per_second": 0.953, "step": 200 }, { "epoch": 3.9622641509433962, "grad_norm": 16.639904022216797, "learning_rate": 1.8867924528301887e-06, "loss": 0.2423, "step": 210 }, { "epoch": 4.0, "step": 212, "total_flos": 6760040527650816.0, "train_loss": 0.23189341304999478, "train_runtime": 970.6721, "train_samples_per_second": 3.457, "train_steps_per_second": 0.218 } ], "logging_steps": 10, "max_steps": 212, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 6760040527650816.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }