{ "best_metric": 0.3754348158836365, "best_model_checkpoint": "./zephyr/05-04-24-Weni-WeniGPT-Agents-Zephyr-1.0.1-KTO_testing kto dataset during training-3_max_steps-145_batch_16_2024-04-05_ppid_9/checkpoint-100", "epoch": 0.684931506849315, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14, "grad_norm": 7.029934406280518, "kl": 2.2542672157287598, "learning_rate": 0.00018, "logps/chosen": -356.6376037597656, "logps/rejected": -393.9584655761719, "loss": 0.4417, "rewards/chosen": -3.5771310329437256, "rewards/margins": 2.5301473140716553, "rewards/rejected": -6.391368865966797, "step": 20 }, { "epoch": 0.27, "grad_norm": 19.954599380493164, "kl": 6.632220268249512, "learning_rate": 0.0001542857142857143, "logps/chosen": -319.3048400878906, "logps/rejected": -348.5643615722656, "loss": 0.4315, "rewards/chosen": -1.7924585342407227, "rewards/margins": 1.6441251039505005, "rewards/rejected": -3.656928539276123, "step": 40 }, { "epoch": 0.34, "eval_kl": 32.934268951416016, "eval_logps/chosen": -264.7897033691406, "eval_logps/rejected": -267.6116027832031, "eval_loss": 0.4092177450656891, "eval_rewards/chosen": 5.2044806480407715, "eval_rewards/margins": 2.720277786254883, "eval_rewards/rejected": 2.5654892921447754, "eval_runtime": 139.3761, "eval_samples_per_second": 2.152, "eval_steps_per_second": 0.538, "step": 50 }, { "epoch": 0.41, "grad_norm": 4.9014763832092285, "kl": 22.45343017578125, "learning_rate": 0.00012571428571428572, "logps/chosen": -290.8168029785156, "logps/rejected": -297.7256774902344, "loss": 0.4154, "rewards/chosen": 3.169417381286621, "rewards/margins": 1.9798123836517334, "rewards/rejected": 1.3037060499191284, "step": 60 }, { "epoch": 0.55, "grad_norm": 2.188873291015625, "kl": 15.003771781921387, "learning_rate": 9.714285714285715e-05, "logps/chosen": -279.8699951171875, "logps/rejected": -332.38848876953125, "loss": 0.3492, "rewards/chosen": 1.9723680019378662, "rewards/margins": 4.276235103607178, "rewards/rejected": -2.454475164413452, "step": 80 }, { "epoch": 0.68, "grad_norm": 4.462972640991211, "kl": 4.606294631958008, "learning_rate": 6.857142857142858e-05, "logps/chosen": -278.8154602050781, "logps/rejected": -356.94451904296875, "loss": 0.3678, "rewards/chosen": 1.00811767578125, "rewards/margins": 5.261899471282959, "rewards/rejected": -4.226025581359863, "step": 100 }, { "epoch": 0.68, "eval_kl": 1.3235526084899902, "eval_logps/chosen": -330.0657653808594, "eval_logps/rejected": -357.2244873046875, "eval_loss": 0.3754348158836365, "eval_rewards/chosen": -1.3231240510940552, "eval_rewards/margins": 5.1890459060668945, "eval_rewards/rejected": -6.395801067352295, "eval_runtime": 139.0506, "eval_samples_per_second": 2.157, "eval_steps_per_second": 0.539, "step": 100 } ], "logging_steps": 20, "max_steps": 145, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 100, "total_flos": 0.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }