{ "best_global_step": 240, "best_metric": 1.1291104555130005, "best_model_checkpoint": "checkpoints/Llama-3.1-8B-Instruct/hatedemics_rag-0324-fixed/checkpoint-240", "epoch": 0.7027818448023426, "eval_steps": 30, "global_step": 240, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05856515373352855, "grad_norm": 1.5662988424301147, "learning_rate": 1.153846153846154e-05, "loss": 2.9667, "step": 20 }, { "epoch": 0.08784773060029283, "eval_loss": 2.380972385406494, "eval_runtime": 251.1679, "eval_samples_per_second": 4.746, "eval_steps_per_second": 1.186, "step": 30 }, { "epoch": 0.1171303074670571, "grad_norm": 1.1431325674057007, "learning_rate": 2.307692307692308e-05, "loss": 2.3608, "step": 40 }, { "epoch": 0.17569546120058566, "grad_norm": 1.6002689599990845, "learning_rate": 2.999826624826282e-05, "loss": 1.6252, "step": 60 }, { "epoch": 0.17569546120058566, "eval_loss": 1.394525408744812, "eval_runtime": 251.3428, "eval_samples_per_second": 4.743, "eval_steps_per_second": 1.186, "step": 60 }, { "epoch": 0.2342606149341142, "grad_norm": 0.7246667146682739, "learning_rate": 2.9978766143703804e-05, "loss": 1.3266, "step": 80 }, { "epoch": 0.2635431918008785, "eval_loss": 1.2600260972976685, "eval_runtime": 251.2191, "eval_samples_per_second": 4.745, "eval_steps_per_second": 1.186, "step": 90 }, { "epoch": 0.29282576866764276, "grad_norm": 0.759510338306427, "learning_rate": 2.993762700961728e-05, "loss": 1.2738, "step": 100 }, { "epoch": 0.3513909224011713, "grad_norm": 0.577796995639801, "learning_rate": 2.9874908277529755e-05, "loss": 1.1882, "step": 120 }, { "epoch": 0.3513909224011713, "eval_loss": 1.1868953704833984, "eval_runtime": 251.0883, "eval_samples_per_second": 4.747, "eval_steps_per_second": 1.187, "step": 120 }, { "epoch": 0.40995607613469986, "grad_norm": 0.5876708030700684, "learning_rate": 2.97907005538692e-05, "loss": 1.154, "step": 140 }, { "epoch": 0.43923865300146414, "eval_loss": 1.1531668901443481, "eval_runtime": 251.1486, "eval_samples_per_second": 4.746, "eval_steps_per_second": 1.187, "step": 150 }, { "epoch": 0.4685212298682284, "grad_norm": 0.5894426703453064, "learning_rate": 2.968512548907072e-05, "loss": 1.1456, "step": 160 }, { "epoch": 0.527086383601757, "grad_norm": 0.739384651184082, "learning_rate": 2.9558335601834626e-05, "loss": 1.1171, "step": 180 }, { "epoch": 0.527086383601757, "eval_loss": 1.1397337913513184, "eval_runtime": 251.1567, "eval_samples_per_second": 4.746, "eval_steps_per_second": 1.187, "step": 180 }, { "epoch": 0.5856515373352855, "grad_norm": 0.6635804176330566, "learning_rate": 2.941051405879076e-05, "loss": 1.0742, "step": 200 }, { "epoch": 0.6149341142020498, "eval_loss": 1.1328892707824707, "eval_runtime": 251.0677, "eval_samples_per_second": 4.748, "eval_steps_per_second": 1.187, "step": 210 }, { "epoch": 0.6442166910688141, "grad_norm": 0.9109640717506409, "learning_rate": 2.9241874409887362e-05, "loss": 1.0554, "step": 220 }, { "epoch": 0.7027818448023426, "grad_norm": 0.7387502193450928, "learning_rate": 2.9052660279886785e-05, "loss": 1.0418, "step": 240 }, { "epoch": 0.7027818448023426, "eval_loss": 1.1291104555130005, "eval_runtime": 251.1002, "eval_samples_per_second": 4.747, "eval_steps_per_second": 1.187, "step": 240 } ], "logging_steps": 20, "max_steps": 1705, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 30, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 10, "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": 8.04618534049874e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }