training_params.json

{
    "model": "meta-llama/Llama-3.1-8B-Instruct",
    "job_name": "test_sft_checkpointing_resume",
    "project_name": "test_sft_checkpointing_resume",
    "data_path": "jacpetro/CodeAlpaca-20k-no-input",
    "push_to_hub": false,
    "repo_id": "jacpetro/test_resuming_sft",
    "username": null,
    "comet_ml_key": "l8Xc7g7XYFR5Jjl1qXDH2WG2e",
    "train_split": "train",
    "train_subset": null,
    "valid_split": null,
    "valid_subset": null,
    "add_eos_token": false,
    "block_size": -1,
    "model_max_length": 2048,
    "padding": "left",
    "trainer": "sft",
    "use_flash_attention_2": true,
    "log": [
        "comet_ml"
    ],
    "disable_gradient_checkpointing": false,
    "logging_steps": 1,
    "eval_strategy": "epoch",
    "save_total_limit": 1,
    "save_strategy": "steps",
    "auto_find_batch_size": false,
    "mixed_precision": "bf16",
    "lr": 0.0003,
    "epochs": 3,
    "batch_size": 1,
    "warmup_ratio": 0.1,
    "gradient_accumulation_steps": 16,
    "optimizer": "adamw_torch",
    "lr_scheduler_type": "linear",
    "weight_decay": 0.0,
    "max_grad_norm": 1.0,
    "seed": 42,
    "save_steps": 10,
    "eval_steps": null,
    "load_best_model_at_end": false,
    "resume_from_checkpoint": null,
    "user_checkpoint_dir": "",
    "neftune_noise_alpha": null,
    "use_deepspeed": null,
    "apply_chat_template": "tokenizer",
    "torch_dtype": null,
    "use_torch_compile": false,
    "quantization": "nf4",
    "double_quantization": false,
    "use_peft": "lora",
    "lora_r": 32,
    "lora_alpha": 64,
    "lora_dropout": 0.05,
    "init_lora_weights": null,
    "use_rslora": false,
    "adalora_init_r": 12,
    "adalora_target_r": 8,
    "llama_adapter_len": 128,
    "llama_adapter_layers": 8,
    "target_modules": null,
    "merge_adapter": true,
    "model_ref": null,
    "dpo_beta": 0.1,
    "max_prompt_length": 128,
    "max_completion_length": null,
    "prompt_text_column": "prompt",
    "text_column": "messages",
    "rejected_text_column": "text",
    "use_unsloth": false
}