{ "best_metric": 0.4068468511104584, "best_model_checkpoint": "data/Llama-31-8B_task-3_60-samples_config-2/checkpoint-31", "epoch": 17.73913043478261, "eval_steps": 500, "global_step": 51, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 2.713552474975586, "learning_rate": 1e-05, "loss": 2.4937, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 2.5405585765838623, "learning_rate": 2e-05, "loss": 2.4485, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 2.4417779445648193, "eval_runtime": 11.1875, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 2.4669222831726074, "learning_rate": 4e-05, "loss": 2.3693, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 2.052797317504883, "eval_runtime": 11.1883, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 2.316904306411743, "learning_rate": 6e-05, "loss": 2.1298, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 2.0516061782836914, "learning_rate": 8e-05, "loss": 1.7056, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.2637028694152832, "eval_runtime": 11.1901, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 1.4536932706832886, "learning_rate": 0.0001, "loss": 1.1524, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 0.6908593773841858, "eval_runtime": 11.1882, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 1.0161463022232056, "learning_rate": 9.987820251299122e-05, "loss": 0.6552, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.5411123633384705, "learning_rate": 9.951340343707852e-05, "loss": 0.568, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 0.5482725501060486, "eval_runtime": 11.1889, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.7326751351356506, "learning_rate": 9.890738003669029e-05, "loss": 0.5339, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 0.49588271975517273, "eval_runtime": 11.1842, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.7761788964271545, "learning_rate": 9.806308479691595e-05, "loss": 0.3388, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.476854532957077, "learning_rate": 9.698463103929542e-05, "loss": 0.4507, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 0.45868340134620667, "eval_runtime": 11.1861, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.8900018334388733, "learning_rate": 9.567727288213005e-05, "loss": 0.3073, "step": 22 }, { "epoch": 8.0, "eval_loss": 0.44251060485839844, "eval_runtime": 11.1875, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.32006821036338806, "learning_rate": 9.414737964294636e-05, "loss": 0.4037, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 0.4284121096134186, "eval_runtime": 11.1835, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.32192444801330566, "learning_rate": 9.24024048078213e-05, "loss": 0.3805, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.27814561128616333, "learning_rate": 9.045084971874738e-05, "loss": 0.3191, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 0.4162331521511078, "eval_runtime": 11.1852, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.249674454331398, "learning_rate": 8.83022221559489e-05, "loss": 0.3306, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 0.4068468511104584, "eval_runtime": 11.1894, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.3436458706855774, "learning_rate": 8.596699001693255e-05, "loss": 0.2947, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.5368538498878479, "learning_rate": 8.345653031794292e-05, "loss": 0.2342, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 0.40730443596839905, "eval_runtime": 11.1855, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.4167219400405884, "learning_rate": 8.07830737662829e-05, "loss": 0.2395, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 0.42461928725242615, "eval_runtime": 11.1881, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.35160380601882935, "learning_rate": 7.795964517353735e-05, "loss": 0.2643, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.3089514374732971, "learning_rate": 7.500000000000001e-05, "loss": 0.1509, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 0.43725764751434326, "eval_runtime": 11.1875, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 40 }, { "epoch": 14.608695652173914, "grad_norm": 0.4106989800930023, "learning_rate": 7.191855733945387e-05, "loss": 0.2333, "step": 42 }, { "epoch": 14.956521739130435, "eval_loss": 0.4344345033168793, "eval_runtime": 11.1853, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 43 }, { "epoch": 15.304347826086957, "grad_norm": 0.40442585945129395, "learning_rate": 6.873032967079561e-05, "loss": 0.1353, "step": 44 }, { "epoch": 16.0, "grad_norm": 0.36868301033973694, "learning_rate": 6.545084971874738e-05, "loss": 0.1348, "step": 46 }, { "epoch": 16.0, "eval_loss": 0.48776188492774963, "eval_runtime": 11.1846, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 46 }, { "epoch": 16.695652173913043, "grad_norm": 0.83082515001297, "learning_rate": 6.209609477998338e-05, "loss": 0.1198, "step": 48 }, { "epoch": 16.695652173913043, "eval_loss": 0.5003995299339294, "eval_runtime": 11.1878, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 48 }, { "epoch": 17.391304347826086, "grad_norm": 0.476839154958725, "learning_rate": 5.868240888334653e-05, "loss": 0.0922, "step": 50 }, { "epoch": 17.73913043478261, "eval_loss": 0.5109605193138123, "eval_runtime": 11.1872, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 51 }, { "epoch": 17.73913043478261, "step": 51, "total_flos": 6.560513253179392e+16, "train_loss": 0.630175527696516, "train_runtime": 2424.2514, "train_samples_per_second": 0.949, "train_steps_per_second": 0.041 } ], "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": 6.560513253179392e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }