{ "best_global_step": 162645, "best_metric": 0.75, "best_model_checkpoint": "models/NED/MedMentions_human_only_tfidf_hybrid_long_v2_addheaders/Llama-3.1-8B-Instruct/checkpoint-162645", "epoch": 5.0, "eval_steps": 500, "global_step": 162645, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 1.3341667487071673, "epoch": 1.0, "grad_norm": 210.0, "learning_rate": 1.99991802270771e-05, "loss": 0.6196, "mean_token_accuracy": 0.8641792057390866, "num_tokens": 128523013.0, "step": 32529 }, { "epoch": 1.0, "eval_entropy": 1.421211676299572, "eval_loss": 0.41451308131217957, "eval_mean_token_accuracy": 0.898672553896904, "eval_num_gold": 400, "eval_num_guess": 400, "eval_num_tokens": 128523013.0, "eval_recall": 0.7225, "eval_runtime": 12.958, "eval_samples_per_second": 30.869, "eval_steps_per_second": 6.174, "step": 32529 }, { "entropy": 1.0824028312080687, "epoch": 2.0, "grad_norm": 44.0, "learning_rate": 2.9690750074794507e-05, "loss": 0.2808, "mean_token_accuracy": 0.9327123904494635, "num_tokens": 257046026.0, "step": 65058 }, { "epoch": 2.0, "eval_entropy": 1.1366001389920712, "eval_loss": 0.5472019910812378, "eval_mean_token_accuracy": 0.9010569922626018, "eval_num_gold": 400, "eval_num_guess": 400, "eval_num_tokens": 257046026.0, "eval_recall": 0.7425, "eval_runtime": 12.8244, "eval_samples_per_second": 31.191, "eval_steps_per_second": 6.238, "step": 65058 }, { "entropy": 0.8375838961411133, "epoch": 3.0, "grad_norm": 0.24609375, "learning_rate": 2.9072193177726957e-05, "loss": 0.1261, "mean_token_accuracy": 0.9708323454896451, "num_tokens": 128523013.0, "step": 97587 }, { "epoch": 3.0, "eval_entropy": 0.8833060540258885, "eval_loss": 0.5918775796890259, "eval_mean_token_accuracy": 0.9003275491297245, "eval_num_gold": 400, "eval_num_guess": 400, "eval_num_tokens": 128523013.0, "eval_recall": 0.7375, "eval_runtime": 12.8454, "eval_samples_per_second": 31.14, "eval_steps_per_second": 6.228, "step": 97587 }, { "entropy": 0.6976695484764193, "epoch": 4.0, "grad_norm": 0.050537109375, "learning_rate": 2.845363628065941e-05, "loss": 0.0463, "mean_token_accuracy": 0.9893607802650367, "num_tokens": 257046026.0, "step": 130116 }, { "epoch": 4.0, "eval_entropy": 0.7260291546583175, "eval_loss": 0.7683401703834534, "eval_mean_token_accuracy": 0.9001270815730095, "eval_num_gold": 400, "eval_num_guess": 400, "eval_num_tokens": 257046026.0, "eval_recall": 0.7425, "eval_runtime": 12.7469, "eval_samples_per_second": 31.38, "eval_steps_per_second": 6.276, "step": 130116 }, { "entropy": 0.6267366673389785, "epoch": 5.0, "grad_norm": 0.000751495361328125, "learning_rate": 2.7835079383591863e-05, "loss": 0.014, "mean_token_accuracy": 0.9968704790790366, "num_tokens": 128523013.0, "step": 162645 }, { "epoch": 5.0, "eval_entropy": 0.6898447863757611, "eval_loss": 0.8766273260116577, "eval_mean_token_accuracy": 0.8994662061333656, "eval_num_gold": 400, "eval_num_guess": 400, "eval_num_tokens": 128523013.0, "eval_recall": 0.75, "eval_runtime": 13.1668, "eval_samples_per_second": 30.38, "eval_steps_per_second": 6.076, "step": 162645 } ], "logging_steps": 0, "max_steps": 1626450, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 0, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.8936680388239032e+19, "train_batch_size": 5, "trial_name": null, "trial_params": null }