| { |
| "best_global_step": 100, |
| "best_metric": 2.1311750411987305, |
| "best_model_checkpoint": "models/llama-3.1-8b-avi-lora/checkpoint-100", |
| "epoch": 2.2758620689655173, |
| "eval_steps": 100, |
| "global_step": 100, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "entropy": 2.5178302228450775, |
| "epoch": 0.22988505747126436, |
| "grad_norm": 0.5600284934043884, |
| "learning_rate": 0.000199247953459871, |
| "loss": 3.3017, |
| "mean_token_accuracy": 0.46053045317530633, |
| "num_tokens": 138946.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 2.5103304237127304, |
| "epoch": 0.45977011494252873, |
| "grad_norm": 0.25141987204551697, |
| "learning_rate": 0.0001932992798834739, |
| "loss": 2.553, |
| "mean_token_accuracy": 0.5105453297495842, |
| "num_tokens": 277162.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 2.4413388788700106, |
| "epoch": 0.6896551724137931, |
| "grad_norm": 0.15782828629016876, |
| "learning_rate": 0.00018175848131515837, |
| "loss": 2.3964, |
| "mean_token_accuracy": 0.5284669108688831, |
| "num_tokens": 412770.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 2.28761186003685, |
| "epoch": 0.9195402298850575, |
| "grad_norm": 0.23978790640830994, |
| "learning_rate": 0.00016531728429537766, |
| "loss": 2.2996, |
| "mean_token_accuracy": 0.5478359237313271, |
| "num_tokens": 548991.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 2.2919204078222575, |
| "epoch": 1.1379310344827587, |
| "grad_norm": 0.17945028841495514, |
| "learning_rate": 0.00014496113296546067, |
| "loss": 2.268, |
| "mean_token_accuracy": 0.5492534825676366, |
| "num_tokens": 676310.0, |
| "step": 50 |
| }, |
| { |
| "entropy": 2.225169724225998, |
| "epoch": 1.367816091954023, |
| "grad_norm": 0.1137014776468277, |
| "learning_rate": 0.00012191012401568698, |
| "loss": 2.2118, |
| "mean_token_accuracy": 0.5597869373857975, |
| "num_tokens": 813956.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 2.225910446047783, |
| "epoch": 1.5977011494252875, |
| "grad_norm": 0.18948844075202942, |
| "learning_rate": 9.754587714770878e-05, |
| "loss": 2.2227, |
| "mean_token_accuracy": 0.5548668399453163, |
| "num_tokens": 949570.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 2.192811119556427, |
| "epoch": 1.8275862068965516, |
| "grad_norm": 0.16777773201465607, |
| "learning_rate": 7.332872425251018e-05, |
| "loss": 2.1694, |
| "mean_token_accuracy": 0.560850913822651, |
| "num_tokens": 1082077.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 2.2099951411548413, |
| "epoch": 2.045977011494253, |
| "grad_norm": 0.16436216235160828, |
| "learning_rate": 5.071018077702161e-05, |
| "loss": 2.2063, |
| "mean_token_accuracy": 0.5610575997515729, |
| "num_tokens": 1210170.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 2.13824847638607, |
| "epoch": 2.2758620689655173, |
| "grad_norm": 0.18961983919143677, |
| "learning_rate": 3.104594552629331e-05, |
| "loss": 2.1102, |
| "mean_token_accuracy": 0.5674804911017418, |
| "num_tokens": 1350138.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 2.2758620689655173, |
| "eval_entropy": 2.070272127787272, |
| "eval_loss": 2.1311750411987305, |
| "eval_mean_token_accuracy": 0.5795977115631104, |
| "eval_num_tokens": 1350138.0, |
| "eval_runtime": 7.0874, |
| "eval_samples_per_second": 2.681, |
| "eval_steps_per_second": 0.423, |
| "step": 100 |
| } |
| ], |
| "logging_steps": 10, |
| "max_steps": 132, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 3, |
| "save_steps": 100, |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 7.159998022449562e+16, |
| "train_batch_size": 2, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|