{ "best_metric": 3.0729734897613525, "best_model_checkpoint": "/home/datta0/models/lora_final/gemma-2-9b_pct_reverse/checkpoint-8", "epoch": 0.10301810865191147, "eval_steps": 8, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.002575452716297787, "grad_norm": 10.251696586608887, "learning_rate": 1.25e-05, "loss": 2.1764, "step": 1 }, { "epoch": 0.010301810865191148, "grad_norm": 8.478413581848145, "learning_rate": 5e-05, "loss": 2.2413, "step": 4 }, { "epoch": 0.020603621730382295, "grad_norm": 7.021224021911621, "learning_rate": 0.0001, "loss": 2.3931, "step": 8 }, { "epoch": 0.020603621730382295, "eval_loss": 3.0729734897613525, "eval_runtime": 708.7312, "eval_samples_per_second": 0.346, "eval_steps_per_second": 0.346, "step": 8 }, { "epoch": 0.03090543259557344, "grad_norm": 8.235655784606934, "learning_rate": 9.997266286704631e-05, "loss": 6.3624, "step": 12 }, { "epoch": 0.04120724346076459, "grad_norm": 6.444003582000732, "learning_rate": 9.989068136093873e-05, "loss": 10.6943, "step": 16 }, { "epoch": 0.04120724346076459, "eval_loss": 10.896873474121094, "eval_runtime": 565.8534, "eval_samples_per_second": 0.433, "eval_steps_per_second": 0.433, "step": 16 }, { "epoch": 0.05150905432595573, "grad_norm": 1.8430720567703247, "learning_rate": 9.975414512725057e-05, "loss": 11.1032, "step": 20 }, { "epoch": 0.06181086519114688, "grad_norm": 1.1158581972122192, "learning_rate": 9.956320346634876e-05, "loss": 11.3663, "step": 24 }, { "epoch": 0.06181086519114688, "eval_loss": 11.264862060546875, "eval_runtime": 375.8938, "eval_samples_per_second": 0.652, "eval_steps_per_second": 0.652, "step": 24 }, { "epoch": 0.07211267605633803, "grad_norm": 1.7539372444152832, "learning_rate": 9.931806517013612e-05, "loss": 11.4815, "step": 28 }, { "epoch": 0.08241448692152918, "grad_norm": 2.6324522495269775, "learning_rate": 9.901899829374047e-05, "loss": 11.5978, "step": 32 }, { "epoch": 0.08241448692152918, "eval_loss": 11.56078052520752, "eval_runtime": 567.8708, "eval_samples_per_second": 0.431, "eval_steps_per_second": 0.431, "step": 32 }, { "epoch": 0.09271629778672032, "grad_norm": 1.0548502206802368, "learning_rate": 9.86663298624003e-05, "loss": 11.6535, "step": 36 }, { "epoch": 0.10301810865191147, "grad_norm": 1.1618255376815796, "learning_rate": 9.826044551386744e-05, "loss": 11.6505, "step": 40 }, { "epoch": 0.10301810865191147, "eval_loss": 11.69133472442627, "eval_runtime": 367.9621, "eval_samples_per_second": 0.666, "eval_steps_per_second": 0.666, "step": 40 } ], "logging_steps": 4, "max_steps": 388, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 8, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 5.709775783098778e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }