| { |
| "model": "meta-llama/Llama-2-7b-chat-hf", |
| "data_path": "/content/sample_data", |
| "project_name": "llama2_Health", |
| "train_split": "train", |
| "valid_split": null, |
| "text_column": "ICD_and_Health", |
| "token": null, |
| "lr": 0.1, |
| "epochs": 2, |
| "batch_size": 1, |
| "warmup_ratio": 0.1, |
| "gradient_accumulation": 1, |
| "optimizer": "adamw_torch", |
| "scheduler": "linear", |
| "weight_decay": 0.0, |
| "max_grad_norm": 1.0, |
| "seed": 42, |
| "add_eos_token": false, |
| "block_size": -1, |
| "use_peft": true, |
| "lora_r": 16, |
| "lora_alpha": 32, |
| "lora_dropout": 0.05, |
| "logging_steps": -1, |
| "evaluation_strategy": "epoch", |
| "save_total_limit": 1, |
| "save_strategy": "epoch", |
| "auto_find_batch_size": false, |
| "fp16": false, |
| "push_to_hub": false, |
| "use_int8": false, |
| "model_max_length": 2048, |
| "repo_id": null, |
| "use_int4": true, |
| "trainer": "sft", |
| "target_modules": null, |
| "merge_adapter": false, |
| "username": null, |
| "use_flash_attention_2": false |
| } |
