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medical-application

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Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

  • Updated Dec 13, 2023
  • Python

本项目利用医学领域的 CoT 数据对 Deepseek-R1-Distill-Qwen-7B 进行微调,通过 QLoRA 量化和 Unsloth 加速训练,显著提升模型在复杂医学推理任务中的慢思考能力。知识蒸馏技术使轻量级模型获得大模型的推理优势,实现高效、准确且具有解释性的医学问答系统。

  • Updated Mar 10, 2025
  • Python

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