| { | |
| "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 | |
| } | |