| { | |
| "best_metric": 0.6234197616577148, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-25", | |
| "epoch": 1.4925373134328357, | |
| "eval_steps": 25, | |
| "global_step": 25, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.05970149253731343, | |
| "grad_norm": 3.5658681392669678, | |
| "learning_rate": 5e-05, | |
| "loss": 4.02, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.05970149253731343, | |
| "eval_loss": 4.0691962242126465, | |
| "eval_runtime": 1.0155, | |
| "eval_samples_per_second": 49.236, | |
| "eval_steps_per_second": 12.801, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.11940298507462686, | |
| "grad_norm": 3.6752662658691406, | |
| "learning_rate": 0.0001, | |
| "loss": 4.0386, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.1791044776119403, | |
| "grad_norm": 3.4304988384246826, | |
| "learning_rate": 9.990365154573717e-05, | |
| "loss": 3.934, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.23880597014925373, | |
| "grad_norm": 3.4331161975860596, | |
| "learning_rate": 9.961501876182148e-05, | |
| "loss": 3.4025, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.29850746268656714, | |
| "grad_norm": 2.86146879196167, | |
| "learning_rate": 9.913533761814537e-05, | |
| "loss": 2.933, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.3582089552238806, | |
| "grad_norm": 3.29848575592041, | |
| "learning_rate": 9.846666218300807e-05, | |
| "loss": 2.5313, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.417910447761194, | |
| "grad_norm": 3.4076099395751953, | |
| "learning_rate": 9.761185582727977e-05, | |
| "loss": 2.1612, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.47761194029850745, | |
| "grad_norm": 3.4900922775268555, | |
| "learning_rate": 9.657457896300791e-05, | |
| "loss": 1.7945, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.5373134328358209, | |
| "grad_norm": 3.1352570056915283, | |
| "learning_rate": 9.535927336897098e-05, | |
| "loss": 1.592, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.5970149253731343, | |
| "grad_norm": 2.8966023921966553, | |
| "learning_rate": 9.397114317029975e-05, | |
| "loss": 1.3648, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.6567164179104478, | |
| "grad_norm": 2.6492793560028076, | |
| "learning_rate": 9.241613255361455e-05, | |
| "loss": 1.1024, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.7164179104477612, | |
| "grad_norm": 2.408184766769409, | |
| "learning_rate": 9.070090031310558e-05, | |
| "loss": 1.0192, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.7761194029850746, | |
| "grad_norm": 2.837423086166382, | |
| "learning_rate": 8.883279133655399e-05, | |
| "loss": 1.0637, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.835820895522388, | |
| "grad_norm": 2.4028074741363525, | |
| "learning_rate": 8.681980515339464e-05, | |
| "loss": 0.9924, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.8955223880597015, | |
| "grad_norm": 2.0693113803863525, | |
| "learning_rate": 8.467056167950311e-05, | |
| "loss": 0.8807, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.9552238805970149, | |
| "grad_norm": 2.3545737266540527, | |
| "learning_rate": 8.239426430539243e-05, | |
| "loss": 0.8494, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 1.0149253731343284, | |
| "grad_norm": 2.4344043731689453, | |
| "learning_rate": 8.000066048588211e-05, | |
| "loss": 1.0704, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 1.0746268656716418, | |
| "grad_norm": 1.97946035861969, | |
| "learning_rate": 7.75e-05, | |
| "loss": 0.8242, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.1343283582089552, | |
| "grad_norm": 1.3914319276809692, | |
| "learning_rate": 7.490299105985507e-05, | |
| "loss": 0.7583, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 1.1940298507462686, | |
| "grad_norm": 1.658143401145935, | |
| "learning_rate": 7.222075445642904e-05, | |
| "loss": 0.7018, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.2537313432835822, | |
| "grad_norm": 1.53111732006073, | |
| "learning_rate": 6.946477593864228e-05, | |
| "loss": 0.7096, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 1.3134328358208955, | |
| "grad_norm": 1.038472056388855, | |
| "learning_rate": 6.664685702961344e-05, | |
| "loss": 0.6786, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 1.373134328358209, | |
| "grad_norm": 0.9662055373191833, | |
| "learning_rate": 6.377906449072578e-05, | |
| "loss": 0.6339, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.4328358208955223, | |
| "grad_norm": 1.0910096168518066, | |
| "learning_rate": 6.087367864990233e-05, | |
| "loss": 0.6243, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 1.4925373134328357, | |
| "grad_norm": 1.071887493133545, | |
| "learning_rate": 5.794314081535644e-05, | |
| "loss": 0.6414, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.4925373134328357, | |
| "eval_loss": 0.6234197616577148, | |
| "eval_runtime": 0.5477, | |
| "eval_samples_per_second": 91.288, | |
| "eval_steps_per_second": 23.735, | |
| "step": 25 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 50, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 25, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 1, | |
| "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": 3.91521434075136e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |