| { | |
| "model": "mistralai/Mistral-7B-Instruct-v0.2", | |
| "project_name": "my_autotrain_llm", | |
| "data_path": "data/", | |
| "train_split": "train", | |
| "valid_split": null, | |
| "add_eos_token": false, | |
| "block_size": 1024, | |
| "model_max_length": 1024, | |
| "padding": null, | |
| "trainer": "default", | |
| "use_flash_attention_2": false, | |
| "log": "none", | |
| "disable_gradient_checkpointing": false, | |
| "logging_steps": -1, | |
| "evaluation_strategy": "epoch", | |
| "save_total_limit": 1, | |
| "save_strategy": "epoch", | |
| "auto_find_batch_size": false, | |
| "mixed_precision": "fp16", | |
| "lr": 0.0002, | |
| "epochs": 1, | |
| "batch_size": 1, | |
| "warmup_ratio": 0.1, | |
| "gradient_accumulation": 4, | |
| "optimizer": "adamw_torch", | |
| "scheduler": "linear", | |
| "weight_decay": 0.01, | |
| "max_grad_norm": 1.0, | |
| "seed": 42, | |
| "apply_chat_template": false, | |
| "quantization": "int4", | |
| "target_modules": "q_proj,v_proj", | |
| "merge_adapter": false, | |
| "peft": true, | |
| "lora_r": 16, | |
| "lora_alpha": 32, | |
| "lora_dropout": 0.05, | |
| "model_ref": null, | |
| "dpo_beta": 0.1, | |
| "prompt_text_column": "prompt", | |
| "text_column": "text", | |
| "rejected_text_column": "rejected", | |
| "push_to_hub": true, | |
| "repo_id": "karthikrathod/llm_repo_v1", | |
| "username": null | |
| } |