| cutoff_len: 1024 | |
| dataset: dpo_zh_emoji_rj_en | |
| dataset_dir: data | |
| do_train: true | |
| finetuning_type: lora | |
| flash_attn: auto | |
| fp16: true | |
| gradient_accumulation_steps: 8 | |
| learning_rate: 5.0e-05 | |
| logging_steps: 5 | |
| lora_alpha: 16 | |
| lora_dropout: 0 | |
| lora_rank: 8 | |
| lora_target: q_proj,v_proj | |
| lr_scheduler_type: cosine | |
| max_grad_norm: 1.0 | |
| max_samples: 100000 | |
| model_name_or_path: alpindale/Mistral-7B-v0.2-hf | |
| num_train_epochs: 3.0 | |
| optim: adamw_torch | |
| orpo_beta: 0.1 | |
| output_dir: saves/Mistral-7B-v0.2/lora/train_2024-05-13-15-43-20 | |
| packing: false | |
| per_device_train_batch_size: 1 | |
| quantization_bit: 4 | |
| report_to: none | |
| save_steps: 100 | |
| stage: orpo | |
| template: mistral | |
| warmup_steps: 0 | |