| { | |
| "best_global_step": 100, | |
| "best_metric": 0.0856408029794693, | |
| "best_model_checkpoint": "/content/models/gemma_qlora_lmh_inst/checkpoint-100", | |
| "epoch": 1.7008547008547008, | |
| "eval_steps": 20, | |
| "global_step": 100, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "entropy": 2.185229367017746, | |
| "epoch": 0.3418803418803419, | |
| "grad_norm": 5.452565670013428, | |
| "learning_rate": 8.389830508474577e-06, | |
| "loss": 0.527, | |
| "mean_token_accuracy": 0.8931800335645675, | |
| "num_tokens": 118924.0, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.3418803418803419, | |
| "eval_entropy": 2.111573049145886, | |
| "eval_loss": 0.13321338593959808, | |
| "eval_mean_token_accuracy": 0.9574781697020571, | |
| "eval_num_tokens": 118924.0, | |
| "eval_runtime": 47.1766, | |
| "eval_samples_per_second": 39.448, | |
| "eval_steps_per_second": 2.48, | |
| "step": 20 | |
| }, | |
| { | |
| "entropy": 2.087030777335167, | |
| "epoch": 0.6837606837606838, | |
| "grad_norm": 2.0593972206115723, | |
| "learning_rate": 6.694915254237288e-06, | |
| "loss": 0.1209, | |
| "mean_token_accuracy": 0.9594760566949845, | |
| "num_tokens": 236856.0, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.6837606837606838, | |
| "eval_entropy": 2.0892730227902403, | |
| "eval_loss": 0.09804344922304153, | |
| "eval_mean_token_accuracy": 0.9691366318963531, | |
| "eval_num_tokens": 236856.0, | |
| "eval_runtime": 46.3719, | |
| "eval_samples_per_second": 40.132, | |
| "eval_steps_per_second": 2.523, | |
| "step": 40 | |
| }, | |
| { | |
| "entropy": 2.0854212504166822, | |
| "epoch": 1.017094017094017, | |
| "grad_norm": 2.2971627712249756, | |
| "learning_rate": 5e-06, | |
| "loss": 0.1049, | |
| "mean_token_accuracy": 0.9694300477321331, | |
| "num_tokens": 347411.0, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.017094017094017, | |
| "eval_entropy": 2.0886059316814456, | |
| "eval_loss": 0.09312945604324341, | |
| "eval_mean_token_accuracy": 0.9695246902286497, | |
| "eval_num_tokens": 347411.0, | |
| "eval_runtime": 46.3826, | |
| "eval_samples_per_second": 40.123, | |
| "eval_steps_per_second": 2.522, | |
| "step": 60 | |
| }, | |
| { | |
| "entropy": 2.0619985163211823, | |
| "epoch": 1.358974358974359, | |
| "grad_norm": 1.8603676557540894, | |
| "learning_rate": 3.305084745762712e-06, | |
| "loss": 0.0752, | |
| "mean_token_accuracy": 0.9758038982748986, | |
| "num_tokens": 463138.0, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.358974358974359, | |
| "eval_entropy": 2.0556565125783286, | |
| "eval_loss": 0.09433301538228989, | |
| "eval_mean_token_accuracy": 0.9687594807046092, | |
| "eval_num_tokens": 463138.0, | |
| "eval_runtime": 46.4215, | |
| "eval_samples_per_second": 40.089, | |
| "eval_steps_per_second": 2.52, | |
| "step": 80 | |
| }, | |
| { | |
| "entropy": 2.0492735713720323, | |
| "epoch": 1.7008547008547008, | |
| "grad_norm": 1.3368176221847534, | |
| "learning_rate": 1.6101694915254237e-06, | |
| "loss": 0.0619, | |
| "mean_token_accuracy": 0.9785473644733429, | |
| "num_tokens": 581349.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.7008547008547008, | |
| "eval_entropy": 2.024941165223081, | |
| "eval_loss": 0.0856408029794693, | |
| "eval_mean_token_accuracy": 0.9721253937126225, | |
| "eval_num_tokens": 581349.0, | |
| "eval_runtime": 46.4267, | |
| "eval_samples_per_second": 40.085, | |
| "eval_steps_per_second": 2.52, | |
| "step": 100 | |
| } | |
| ], | |
| "logging_steps": 20, | |
| "max_steps": 118, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 2, | |
| "save_steps": 20, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.6519515681526272e+16, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |