| { | |
| "best_metric": 0.6794732809066772, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-20", | |
| "epoch": 0.09149130832570906, | |
| "eval_steps": 5, | |
| "global_step": 25, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0036596523330283625, | |
| "grad_norm": 13.641276359558105, | |
| "learning_rate": 2e-05, | |
| "loss": 6.7335, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0036596523330283625, | |
| "eval_loss": 6.834547519683838, | |
| "eval_runtime": 17.2391, | |
| "eval_samples_per_second": 6.671, | |
| "eval_steps_per_second": 3.364, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.007319304666056725, | |
| "grad_norm": 12.143208503723145, | |
| "learning_rate": 4e-05, | |
| "loss": 6.7457, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.010978956999085087, | |
| "grad_norm": 13.991223335266113, | |
| "learning_rate": 6e-05, | |
| "loss": 7.0013, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.01463860933211345, | |
| "grad_norm": 14.235078811645508, | |
| "learning_rate": 8e-05, | |
| "loss": 6.7226, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.018298261665141813, | |
| "grad_norm": 16.857908248901367, | |
| "learning_rate": 0.0001, | |
| "loss": 6.2416, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.018298261665141813, | |
| "eval_loss": 4.890503883361816, | |
| "eval_runtime": 16.2114, | |
| "eval_samples_per_second": 7.094, | |
| "eval_steps_per_second": 3.578, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.021957913998170174, | |
| "grad_norm": 21.536624908447266, | |
| "learning_rate": 0.00012, | |
| "loss": 5.0447, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.025617566331198535, | |
| "grad_norm": 12.23508358001709, | |
| "learning_rate": 0.00014, | |
| "loss": 3.1408, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0292772186642269, | |
| "grad_norm": 7.930720329284668, | |
| "learning_rate": 0.00016, | |
| "loss": 1.7007, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.03293687099725526, | |
| "grad_norm": 3.778163433074951, | |
| "learning_rate": 0.00018, | |
| "loss": 0.9994, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.036596523330283626, | |
| "grad_norm": 2.764580249786377, | |
| "learning_rate": 0.0002, | |
| "loss": 0.6292, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.036596523330283626, | |
| "eval_loss": 0.7933573722839355, | |
| "eval_runtime": 15.7961, | |
| "eval_samples_per_second": 7.28, | |
| "eval_steps_per_second": 3.672, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.04025617566331199, | |
| "grad_norm": 3.100653648376465, | |
| "learning_rate": 0.00019781476007338058, | |
| "loss": 0.7535, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.04391582799634035, | |
| "grad_norm": 4.180665969848633, | |
| "learning_rate": 0.0001913545457642601, | |
| "loss": 0.9231, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.04757548032936871, | |
| "grad_norm": 1.741687297821045, | |
| "learning_rate": 0.00018090169943749476, | |
| "loss": 0.7421, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.05123513266239707, | |
| "grad_norm": 0.9916728138923645, | |
| "learning_rate": 0.00016691306063588583, | |
| "loss": 0.7143, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.05489478499542543, | |
| "grad_norm": 1.542258620262146, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 0.624, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.05489478499542543, | |
| "eval_loss": 0.6847359538078308, | |
| "eval_runtime": 16.3455, | |
| "eval_samples_per_second": 7.036, | |
| "eval_steps_per_second": 3.548, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0585544373284538, | |
| "grad_norm": 1.3992561101913452, | |
| "learning_rate": 0.00013090169943749476, | |
| "loss": 0.704, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.06221408966148216, | |
| "grad_norm": 1.114954948425293, | |
| "learning_rate": 0.00011045284632676536, | |
| "loss": 0.598, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.06587374199451052, | |
| "grad_norm": 0.8004631996154785, | |
| "learning_rate": 8.954715367323468e-05, | |
| "loss": 0.6342, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.06953339432753888, | |
| "grad_norm": 2.392939329147339, | |
| "learning_rate": 6.909830056250527e-05, | |
| "loss": 0.9097, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.07319304666056725, | |
| "grad_norm": 1.1565158367156982, | |
| "learning_rate": 5.000000000000002e-05, | |
| "loss": 0.5315, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.07319304666056725, | |
| "eval_loss": 0.6794732809066772, | |
| "eval_runtime": 16.1432, | |
| "eval_samples_per_second": 7.124, | |
| "eval_steps_per_second": 3.593, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0768526989935956, | |
| "grad_norm": 1.2884169816970825, | |
| "learning_rate": 3.308693936411421e-05, | |
| "loss": 0.7178, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.08051235132662397, | |
| "grad_norm": 0.535166323184967, | |
| "learning_rate": 1.9098300562505266e-05, | |
| "loss": 0.6209, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.08417200365965233, | |
| "grad_norm": 2.09920334815979, | |
| "learning_rate": 8.645454235739903e-06, | |
| "loss": 0.9255, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0878316559926807, | |
| "grad_norm": 1.7739763259887695, | |
| "learning_rate": 2.1852399266194314e-06, | |
| "loss": 0.7789, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.09149130832570906, | |
| "grad_norm": 0.6234230995178223, | |
| "learning_rate": 0.0, | |
| "loss": 0.5827, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.09149130832570906, | |
| "eval_loss": 0.6813143491744995, | |
| "eval_runtime": 16.3123, | |
| "eval_samples_per_second": 7.05, | |
| "eval_steps_per_second": 3.556, | |
| "step": 25 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 25, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 2, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 1 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4119557308416000.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |