| { | |
| "model_name_or_path": "output/sft_llama3_3b/", | |
| "max_length": 512, | |
| "trust_remote_code": true, | |
| "train_datasets": [ | |
| [ | |
| "PKU-SafeRLHF/train", | |
| { | |
| "proportion": 1.0 | |
| } | |
| ] | |
| ], | |
| "eval_datasets": [ | |
| [ | |
| "PKU-SafeRLHF/test", | |
| { | |
| "proportion": 1.0 | |
| } | |
| ] | |
| ], | |
| "loss_type": "sequence-wise", | |
| "epochs": 2, | |
| "per_device_train_batch_size": 16, | |
| "per_device_eval_batch_size": 16, | |
| "gradient_accumulation_steps": 1, | |
| "gradient_checkpointing": true, | |
| "regularization": 0.001, | |
| "normalize_score_during_training": false, | |
| "normalizer_type": "ExponentialMovingAverage", | |
| "normalizer_momentum": 0.9, | |
| "lr": 2e-05, | |
| "lr_scheduler_type": "cosine", | |
| "lr_warmup_ratio": 0.03, | |
| "weight_decay": 0.1, | |
| "seed": 42, | |
| "fp16": true, | |
| "bf16": false, | |
| "tf32": null, | |
| "eval_strategy": "epoch", | |
| "eval_interval": 1000000, | |
| "need_eval": true, | |
| "eval_split_ratio": null, | |
| "output_dir": "/home/rwliang/Reinforcement-Learning/FINAL_PROJECT/rl-final/safe-rlhf/output/rm_helpful_llama3_3b", | |
| "log_type": "wandb", | |
| "log_dir": "/home/rwliang/Reinforcement-Learning/FINAL_PROJECT/rl-final/safe-rlhf/output/rm_helpful_llama3_3b", | |
| "log_project": "Safe-RLHF-RM", | |
| "log_run_name": "reward-2025-03-14-14-39-12", | |
| "save_16bit": true, | |
| "save_interval": 1000000, | |
| "local_rank": 0, | |
| "zero_stage": 3, | |
| "offload": "none", | |
| "deepspeed": false, | |
| "deepspeed_config": null, | |
| "deepscale": false, | |
| "deepscale_config": null, | |
| "global_rank": 0, | |
| "device": { | |
| "type": "torch.device", | |
| "repr": "device(type='cuda', index=0)" | |
| }, | |
| "num_update_steps_per_epoch": 660, | |
| "total_training_steps": 1320 | |
| } |