{
  "model": "Qwen/Qwen3-4B-Instruct-2507",
  "quantization": {
    "load_in_4bit": false
  },
  "dataset": "/root/jb/personas/finance/personal_budgeting/data/qa_pairs_train.json",
  "dataset_resolved_path": "/root/jb/personas/finance/personal_budgeting/data/qa_pairs_train.json",
  "num_train_samples": 5434,
  "num_val_samples": 679,
  "val_dataset": "/root/jb/personas/finance/personal_budgeting/data/qa_pairs_val.json",
  "val_ratio": null,
  "max_samples": null,
  "output_dir": "/root/jb/personas/finance/personal_budgeting/sft_output/2026-03-05_23-01-53",
  "save_artifact_path": "/root/jb/personas/finance/personal_budgeting/sft_output/2026-03-05_23-01-53",
  "lora": {
    "r": 64,
    "lora_alpha": 128,
    "lora_dropout": 0.05
  },
  "training": {
    "num_train_epochs": 2.0,
    "per_device_train_batch_size": 4,
    "gradient_accumulation_steps": 4,
    "learning_rate": 0.0002,
    "max_seq_length": 2048,
    "weight_decay": 0.0,
    "warmup_ratio": 0.05,
    "lr_scheduler_type": "cosine",
    "logging_steps": 20,
    "save_strategy": "steps",
    "save_steps": 500,
    "save_total_limit": 2,
    "eval_strategy": "steps",
    "eval_steps": 500,
    "bf16": true,
    "seed": 3407
  },
  "system_prompt": "You are a finance expert. Based on your financial expertise, provide your response or viewpoint on the given financial question or topic."
}