| { | |
| "best_metric": 2.090728282928467, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-25", | |
| "epoch": 0.08431703204047218, | |
| "eval_steps": 5, | |
| "global_step": 25, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.003372681281618887, | |
| "grad_norm": 1.417541265487671, | |
| "learning_rate": 2e-05, | |
| "loss": 3.6623, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.003372681281618887, | |
| "eval_loss": 3.225717067718506, | |
| "eval_runtime": 19.339, | |
| "eval_samples_per_second": 6.464, | |
| "eval_steps_per_second": 3.258, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.006745362563237774, | |
| "grad_norm": 1.2096680402755737, | |
| "learning_rate": 4e-05, | |
| "loss": 2.796, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.01011804384485666, | |
| "grad_norm": 1.092326283454895, | |
| "learning_rate": 6e-05, | |
| "loss": 2.9494, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.013490725126475547, | |
| "grad_norm": 0.9202325344085693, | |
| "learning_rate": 8e-05, | |
| "loss": 2.6686, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.016863406408094434, | |
| "grad_norm": 1.5893256664276123, | |
| "learning_rate": 0.0001, | |
| "loss": 3.4625, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.016863406408094434, | |
| "eval_loss": 3.213568925857544, | |
| "eval_runtime": 18.3512, | |
| "eval_samples_per_second": 6.812, | |
| "eval_steps_per_second": 3.433, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.02023608768971332, | |
| "grad_norm": 1.2070389986038208, | |
| "learning_rate": 0.00012, | |
| "loss": 2.904, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.023608768971332208, | |
| "grad_norm": 1.7667227983474731, | |
| "learning_rate": 0.00014, | |
| "loss": 3.1713, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.026981450252951095, | |
| "grad_norm": 1.2589635848999023, | |
| "learning_rate": 0.00016, | |
| "loss": 3.0576, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.03035413153456998, | |
| "grad_norm": 1.7349282503128052, | |
| "learning_rate": 0.00018, | |
| "loss": 2.9782, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.03372681281618887, | |
| "grad_norm": 2.6368513107299805, | |
| "learning_rate": 0.0002, | |
| "loss": 3.2474, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03372681281618887, | |
| "eval_loss": 2.887220859527588, | |
| "eval_runtime": 18.1428, | |
| "eval_samples_per_second": 6.89, | |
| "eval_steps_per_second": 3.472, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03709949409780776, | |
| "grad_norm": 2.249255895614624, | |
| "learning_rate": 0.00019781476007338058, | |
| "loss": 3.0063, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.04047217537942664, | |
| "grad_norm": 2.5278384685516357, | |
| "learning_rate": 0.0001913545457642601, | |
| "loss": 2.845, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.04384485666104553, | |
| "grad_norm": 2.5744972229003906, | |
| "learning_rate": 0.00018090169943749476, | |
| "loss": 2.4101, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.047217537942664416, | |
| "grad_norm": 2.417795419692993, | |
| "learning_rate": 0.00016691306063588583, | |
| "loss": 2.247, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.050590219224283306, | |
| "grad_norm": 2.620561361312866, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 1.8745, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.050590219224283306, | |
| "eval_loss": 2.2684640884399414, | |
| "eval_runtime": 18.1715, | |
| "eval_samples_per_second": 6.879, | |
| "eval_steps_per_second": 3.467, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.05396290050590219, | |
| "grad_norm": 2.6527938842773438, | |
| "learning_rate": 0.00013090169943749476, | |
| "loss": 2.0356, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.05733558178752108, | |
| "grad_norm": 3.06416654586792, | |
| "learning_rate": 0.00011045284632676536, | |
| "loss": 2.5972, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.06070826306913996, | |
| "grad_norm": 4.44185733795166, | |
| "learning_rate": 8.954715367323468e-05, | |
| "loss": 2.0945, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.06408094435075885, | |
| "grad_norm": 2.4905245304107666, | |
| "learning_rate": 6.909830056250527e-05, | |
| "loss": 2.054, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.06745362563237774, | |
| "grad_norm": 2.5971834659576416, | |
| "learning_rate": 5.000000000000002e-05, | |
| "loss": 2.2086, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.06745362563237774, | |
| "eval_loss": 2.112858772277832, | |
| "eval_runtime": 18.1213, | |
| "eval_samples_per_second": 6.898, | |
| "eval_steps_per_second": 3.477, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.07082630691399663, | |
| "grad_norm": 2.9609220027923584, | |
| "learning_rate": 3.308693936411421e-05, | |
| "loss": 2.1288, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.07419898819561552, | |
| "grad_norm": 2.6516270637512207, | |
| "learning_rate": 1.9098300562505266e-05, | |
| "loss": 2.2109, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0775716694772344, | |
| "grad_norm": 2.68251895904541, | |
| "learning_rate": 8.645454235739903e-06, | |
| "loss": 2.2448, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.08094435075885328, | |
| "grad_norm": 2.136423110961914, | |
| "learning_rate": 2.1852399266194314e-06, | |
| "loss": 1.9205, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.08431703204047218, | |
| "grad_norm": 2.8987932205200195, | |
| "learning_rate": 0.0, | |
| "loss": 2.1777, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.08431703204047218, | |
| "eval_loss": 2.090728282928467, | |
| "eval_runtime": 18.0988, | |
| "eval_samples_per_second": 6.907, | |
| "eval_steps_per_second": 3.481, | |
| "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": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4623910620364800.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |