{ "best_metric": 0.1386825442314148, "best_model_checkpoint": "saves/Gemma-7B/lora/train_1/checkpoint-70", "epoch": 2.918918918918919, "eval_steps": 10, "global_step": 81, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.36036036036036034, "grad_norm": 39.81270980834961, "learning_rate": 2.888585953903336e-05, "loss": 8.8326, "step": 10 }, { "epoch": 0.36036036036036034, "eval_loss": 2.50767183303833, "eval_runtime": 57.5911, "eval_samples_per_second": 25.421, "eval_steps_per_second": 3.178, "step": 10 }, { "epoch": 0.7207207207207207, "grad_norm": 4.2045698165893555, "learning_rate": 2.570894601836849e-05, "loss": 1.0933, "step": 20 }, { "epoch": 0.7207207207207207, "eval_loss": 0.2859745919704437, "eval_runtime": 57.6461, "eval_samples_per_second": 25.396, "eval_steps_per_second": 3.175, "step": 20 }, { "epoch": 1.0810810810810811, "grad_norm": 1.2538220882415771, "learning_rate": 2.0941196490587352e-05, "loss": 0.1736, "step": 30 }, { "epoch": 1.0810810810810811, "eval_loss": 0.15085211396217346, "eval_runtime": 57.5905, "eval_samples_per_second": 25.421, "eval_steps_per_second": 3.178, "step": 30 }, { "epoch": 1.4414414414414414, "grad_norm": 0.8226311802864075, "learning_rate": 1.5290869976577365e-05, "loss": 0.1398, "step": 40 }, { "epoch": 1.4414414414414414, "eval_loss": 0.13882194459438324, "eval_runtime": 57.5631, "eval_samples_per_second": 25.433, "eval_steps_per_second": 3.179, "step": 40 }, { "epoch": 1.8018018018018018, "grad_norm": 0.37431085109710693, "learning_rate": 9.597334127929346e-06, "loss": 0.1378, "step": 50 }, { "epoch": 1.8018018018018018, "eval_loss": 0.140076145529747, "eval_runtime": 57.58, "eval_samples_per_second": 25.426, "eval_steps_per_second": 3.178, "step": 50 }, { "epoch": 2.1621621621621623, "grad_norm": 0.8156893849372864, "learning_rate": 4.706375431968998e-06, "loss": 0.1393, "step": 60 }, { "epoch": 2.1621621621621623, "eval_loss": 0.14055073261260986, "eval_runtime": 57.5678, "eval_samples_per_second": 25.431, "eval_steps_per_second": 3.179, "step": 60 }, { "epoch": 2.5225225225225225, "grad_norm": 0.37961214780807495, "learning_rate": 1.3445558855078017e-06, "loss": 0.1354, "step": 70 }, { "epoch": 2.5225225225225225, "eval_loss": 0.1386825442314148, "eval_runtime": 57.5753, "eval_samples_per_second": 25.428, "eval_steps_per_second": 3.178, "step": 70 }, { "epoch": 2.8828828828828827, "grad_norm": 0.4499067962169647, "learning_rate": 1.1280712436549379e-08, "loss": 0.135, "step": 80 }, { "epoch": 2.8828828828828827, "eval_loss": 0.13870705664157867, "eval_runtime": 57.6227, "eval_samples_per_second": 25.407, "eval_steps_per_second": 3.176, "step": 80 }, { "epoch": 2.918918918918919, "step": 81, "total_flos": 1.2063913869213696e+17, "train_loss": 1.3333390743276219, "train_runtime": 2755.6111, "train_samples_per_second": 7.732, "train_steps_per_second": 0.029 } ], "logging_steps": 10, "max_steps": 81, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "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": false }, "attributes": {} } }, "total_flos": 1.2063913869213696e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }