{ "best_metric": 0.3162662386894226, "best_model_checkpoint": "glot500-all-full-finetuned-toxicity-classification/checkpoint-4016", "epoch": 2.9987546699875467, "eval_steps": 500, "global_step": 6021, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.24906600249066002, "grad_norm": 9.292550086975098, "learning_rate": 1.83391463212091e-05, "loss": 0.6475, "step": 500 }, { "epoch": 0.49813200498132004, "grad_norm": 9.401397705078125, "learning_rate": 1.6678292642418204e-05, "loss": 0.4811, "step": 1000 }, { "epoch": 0.7471980074719801, "grad_norm": 9.068319320678711, "learning_rate": 1.5017438963627307e-05, "loss": 0.4014, "step": 1500 }, { "epoch": 0.9962640099626401, "grad_norm": 8.684527397155762, "learning_rate": 1.3356585284836408e-05, "loss": 0.3774, "step": 2000 }, { "epoch": 1.0, "eval_loss": 0.3449280261993408, "eval_runtime": 46.4179, "eval_samples_per_second": 153.798, "eval_steps_per_second": 9.63, "step": 2008 }, { "epoch": 1.2450809464508095, "grad_norm": 9.13967514038086, "learning_rate": 1.1695731606045508e-05, "loss": 0.3165, "step": 2500 }, { "epoch": 1.4941469489414696, "grad_norm": 5.335002422332764, "learning_rate": 1.0034877927254609e-05, "loss": 0.2968, "step": 3000 }, { "epoch": 1.7432129514321295, "grad_norm": 11.03541088104248, "learning_rate": 8.374024248463712e-06, "loss": 0.2965, "step": 3500 }, { "epoch": 1.9922789539227894, "grad_norm": 8.862164497375488, "learning_rate": 6.7131705696728125e-06, "loss": 0.283, "step": 4000 }, { "epoch": 2.0, "eval_loss": 0.3162662386894226, "eval_runtime": 46.3896, "eval_samples_per_second": 153.892, "eval_steps_per_second": 9.636, "step": 4016 }, { "epoch": 2.241095890410959, "grad_norm": 19.95586585998535, "learning_rate": 5.0523168908819146e-06, "loss": 0.2286, "step": 4500 }, { "epoch": 2.490161892901619, "grad_norm": 7.364178657531738, "learning_rate": 3.391463212091015e-06, "loss": 0.2284, "step": 5000 }, { "epoch": 2.739227895392279, "grad_norm": 9.687633514404297, "learning_rate": 1.7306095333001162e-06, "loss": 0.2174, "step": 5500 }, { "epoch": 2.988293897882939, "grad_norm": 7.806052207946777, "learning_rate": 6.975585450921775e-08, "loss": 0.2228, "step": 6000 }, { "epoch": 2.9987546699875467, "eval_loss": 0.3281228244304657, "eval_runtime": 46.4096, "eval_samples_per_second": 153.826, "eval_steps_per_second": 9.632, "step": 6021 } ], "logging_steps": 500, "max_steps": 6021, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.06830825939968e+16, "train_batch_size": 16, "trial_name": null, "trial_params": null }