{ "best_metric": 0.37516140937805176, "best_model_checkpoint": "data/Mistral-7B_task-3_60-samples_config-2/checkpoint-20", "epoch": 13.91304347826087, "eval_steps": 500, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 17.986906051635742, "learning_rate": 1e-05, "loss": 3.8263, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 16.079301834106445, "learning_rate": 2e-05, "loss": 3.6443, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 3.4455251693725586, "eval_runtime": 13.8084, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 14.32006549835205, "learning_rate": 4e-05, "loss": 3.1998, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.8330297470092773, "eval_runtime": 13.8064, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 6.900447845458984, "learning_rate": 6e-05, "loss": 2.0772, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 4.268274784088135, "learning_rate": 8e-05, "loss": 1.1687, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 0.7475635409355164, "eval_runtime": 13.8049, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 1.7821996212005615, "learning_rate": 0.0001, "loss": 0.7861, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 0.5044365525245667, "eval_runtime": 13.806, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.9720113277435303, "learning_rate": 9.987820251299122e-05, "loss": 0.4289, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 1.0473393201828003, "learning_rate": 9.951340343707852e-05, "loss": 0.3983, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 0.4259566068649292, "eval_runtime": 13.8111, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.6317740678787231, "learning_rate": 9.890738003669029e-05, "loss": 0.359, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 0.38502585887908936, "eval_runtime": 13.8077, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.6458030343055725, "learning_rate": 9.806308479691595e-05, "loss": 0.2136, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.5151018500328064, "learning_rate": 9.698463103929542e-05, "loss": 0.2531, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 0.37516140937805176, "eval_runtime": 13.8069, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.46064192056655884, "learning_rate": 9.567727288213005e-05, "loss": 0.1449, "step": 22 }, { "epoch": 8.0, "eval_loss": 0.4618639051914215, "eval_runtime": 13.8049, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.44753408432006836, "learning_rate": 9.414737964294636e-05, "loss": 0.1711, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 0.5145867466926575, "eval_runtime": 13.8075, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.706068754196167, "learning_rate": 9.24024048078213e-05, "loss": 0.1349, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.6422617435455322, "learning_rate": 9.045084971874738e-05, "loss": 0.0704, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 0.6075521111488342, "eval_runtime": 13.8148, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.45618292689323425, "learning_rate": 8.83022221559489e-05, "loss": 0.0479, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 0.717354953289032, "eval_runtime": 13.804, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.6182390451431274, "learning_rate": 8.596699001693255e-05, "loss": 0.0287, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.749740481376648, "learning_rate": 8.345653031794292e-05, "loss": 0.0096, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 0.8061732649803162, "eval_runtime": 13.8091, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.5463645458221436, "learning_rate": 8.07830737662829e-05, "loss": 0.0056, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 0.876629650592804, "eval_runtime": 13.8082, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.4603806734085083, "learning_rate": 7.795964517353735e-05, "loss": 0.0034, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.5449416041374207, "learning_rate": 7.500000000000001e-05, "loss": 0.0024, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 0.9099900722503662, "eval_runtime": 13.8053, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 40 }, { "epoch": 13.91304347826087, "step": 40, "total_flos": 6.346894531887104e+16, "train_loss": 0.6619909038650803, "train_runtime": 2367.3473, "train_samples_per_second": 0.972, "train_steps_per_second": 0.042 } ], "logging_steps": 2, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "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": 6.346894531887104e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }