{ "best_metric": 0.797995388507843, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.020968756552736424, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.000838750262109457, "grad_norm": 0.6344337463378906, "learning_rate": 2e-05, "loss": 1.196, "step": 1 }, { "epoch": 0.000838750262109457, "eval_loss": 1.217626929283142, "eval_runtime": 98.3846, "eval_samples_per_second": 5.102, "eval_steps_per_second": 2.551, "step": 1 }, { "epoch": 0.001677500524218914, "grad_norm": 0.6836957931518555, "learning_rate": 4e-05, "loss": 1.2018, "step": 2 }, { "epoch": 0.0025162507863283707, "grad_norm": 0.6746562123298645, "learning_rate": 6e-05, "loss": 0.9483, "step": 3 }, { "epoch": 0.003355001048437828, "grad_norm": 0.7328519225120544, "learning_rate": 8e-05, "loss": 1.3021, "step": 4 }, { "epoch": 0.004193751310547285, "grad_norm": 0.8275501728057861, "learning_rate": 0.0001, "loss": 1.0829, "step": 5 }, { "epoch": 0.004193751310547285, "eval_loss": 1.177491307258606, "eval_runtime": 97.8706, "eval_samples_per_second": 5.129, "eval_steps_per_second": 2.565, "step": 5 }, { "epoch": 0.0050325015726567415, "grad_norm": 0.894822895526886, "learning_rate": 0.00012, "loss": 1.1111, "step": 6 }, { "epoch": 0.005871251834766198, "grad_norm": 1.0566819906234741, "learning_rate": 0.00014, "loss": 1.1776, "step": 7 }, { "epoch": 0.006710002096875656, "grad_norm": 0.9000824689865112, "learning_rate": 0.00016, "loss": 1.0858, "step": 8 }, { "epoch": 0.007548752358985112, "grad_norm": 0.9300816655158997, "learning_rate": 0.00018, "loss": 1.006, "step": 9 }, { "epoch": 0.00838750262109457, "grad_norm": 0.7693649530410767, "learning_rate": 0.0002, "loss": 0.9386, "step": 10 }, { "epoch": 0.00838750262109457, "eval_loss": 0.9136923551559448, "eval_runtime": 98.0239, "eval_samples_per_second": 5.121, "eval_steps_per_second": 2.561, "step": 10 }, { "epoch": 0.009226252883204026, "grad_norm": 1.2141906023025513, "learning_rate": 0.00019781476007338058, "loss": 0.9539, "step": 11 }, { "epoch": 0.010065003145313483, "grad_norm": 1.953701376914978, "learning_rate": 0.0001913545457642601, "loss": 1.204, "step": 12 }, { "epoch": 0.01090375340742294, "grad_norm": 1.3392918109893799, "learning_rate": 0.00018090169943749476, "loss": 0.8446, "step": 13 }, { "epoch": 0.011742503669532396, "grad_norm": 1.0798664093017578, "learning_rate": 0.00016691306063588583, "loss": 0.8109, "step": 14 }, { "epoch": 0.012581253931641853, "grad_norm": 0.9665652513504028, "learning_rate": 0.00015000000000000001, "loss": 1.1213, "step": 15 }, { "epoch": 0.012581253931641853, "eval_loss": 0.8347001671791077, "eval_runtime": 97.1517, "eval_samples_per_second": 5.167, "eval_steps_per_second": 2.584, "step": 15 }, { "epoch": 0.013420004193751311, "grad_norm": 0.8632697463035583, "learning_rate": 0.00013090169943749476, "loss": 1.0509, "step": 16 }, { "epoch": 0.014258754455860768, "grad_norm": 0.7541304230690002, "learning_rate": 0.00011045284632676536, "loss": 0.6265, "step": 17 }, { "epoch": 0.015097504717970224, "grad_norm": 0.6944363713264465, "learning_rate": 8.954715367323468e-05, "loss": 0.6215, "step": 18 }, { "epoch": 0.01593625498007968, "grad_norm": 0.7226666808128357, "learning_rate": 6.909830056250527e-05, "loss": 1.036, "step": 19 }, { "epoch": 0.01677500524218914, "grad_norm": 0.722159206867218, "learning_rate": 5.000000000000002e-05, "loss": 0.8276, "step": 20 }, { "epoch": 0.01677500524218914, "eval_loss": 0.8112471699714661, "eval_runtime": 96.8615, "eval_samples_per_second": 5.183, "eval_steps_per_second": 2.591, "step": 20 }, { "epoch": 0.017613755504298594, "grad_norm": 2.1474497318267822, "learning_rate": 3.308693936411421e-05, "loss": 0.7525, "step": 21 }, { "epoch": 0.018452505766408053, "grad_norm": 0.7059950828552246, "learning_rate": 1.9098300562505266e-05, "loss": 0.8577, "step": 22 }, { "epoch": 0.019291256028517507, "grad_norm": 0.6999573707580566, "learning_rate": 8.645454235739903e-06, "loss": 0.7959, "step": 23 }, { "epoch": 0.020130006290626966, "grad_norm": 0.6433355212211609, "learning_rate": 2.1852399266194314e-06, "loss": 0.7974, "step": 24 }, { "epoch": 0.020968756552736424, "grad_norm": 0.6609203219413757, "learning_rate": 0.0, "loss": 0.7579, "step": 25 }, { "epoch": 0.020968756552736424, "eval_loss": 0.797995388507843, "eval_runtime": 96.86, "eval_samples_per_second": 5.183, "eval_steps_per_second": 2.591, "step": 25 } ], "logging_steps": 1, "max_steps": 25, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4623910620364800.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }