khushiMalik3122/Medical_Ai_Assistance

🩺 AI Doctor Assistant — Fine-Tuned LLaMA 8B

A specialized language model fine-tuned on medical reasoning data to provide accurate and explainable clinical answers using Chain-of-Thought prompts.

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📦 Model Details

Item	Description
Base Model	deepseek-ai/DeepSeek-R1-Distill-Llama-8B
Fine-Tuning Method	LoRA via Unsloth
Precision	4-bit QLoRA
Max Seq Length	2048 tokens
Frameworks	Transformers, PEFT, Unsloth, Datasets
Total Steps	60 (demo)
Dataset Size	500 samples

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📚 Dataset

• Name: FreedomIntelligence/medical-o1-reasoning-SFT
• Content:
  • Question: Clinical scenario
  • Complex_CoT: Chain-of-thought reasoning
  • Response: Final medical advice/answer

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🧠 Prompt Format

Question:

A 61-year-old woman reports urinary incontinence when coughing or sneezing.

Response:

This is stress incontinence, which occurs when intra-abdominal pressure increases and the pelvic floor muscles are weak. Stress urinary incontinence

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