🌞 CareGPT (关怀GPT)是一个医疗大语言模型,同时它集合了数十个公开可用的医疗微调数据集和开放可用的医疗大语言模型,包含LLM的训练、测评、部署等以促进医疗LLM快速发展。Medical LLM, Open Source Driven for a Healthy Future.
-
Updated
May 9, 2024 - Python
🌞 CareGPT (关怀GPT)是一个医疗大语言模型,同时它集合了数十个公开可用的医疗微调数据集和开放可用的医疗大语言模型,包含LLM的训练、测评、部署等以促进医疗LLM快速发展。Medical LLM, Open Source Driven for a Healthy Future.
NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records
A curated list of awesome resources, papers, datasets, and tools related to AI in radiology. This repository aims to provide a comprehensive collection of materials to facilitate research, learning, and development in the field of AI-powered radiology.
[ICML'25] MedTok: Multimodal Medical Code Tokenizer
Reasoning as the Engine: The Evolution from Medical LLMs to Versatile Medical Agents
Single-file, zero-dependency local LLM benchmark suite + live dashboard. Deterministic scoring (Wilson CIs, paired McNemar A/B), per-question drill-down & live system metrics — for any OpenAI-compatible server (llama.cpp/vLLM/Ollama/LM Studio/ds4). Broad + medical benchmark panel.
(EXPERIMENTAL) Evidence-grounded data filter that checks PubMed claims against scientific evidence to curate medical AI training data.
A lightweight clinical large language model (LLM) for cognitive decline detection from clinical notes. The project includes synthetic EHR data for rapid validation and experimentation. The paper was published in Journal of Biomedical Informatics: CD-Tron: Leveraging Large Clinical Language Models for Early Detection of Cognitive Decline from EHR
MedFailBench exposes critical safety boundary failures in medical AI through clinician built, reproducible open source evaluation.
Appointment Booking AI Agent & Medical LLM Chatbot is a full-stack healthcare assistant built with React, FastAPI, and MongoDB. It provides secure authentication with OTP verification, context-aware medical conversations, doctor/hospital search, and AI-powered appointment booking with email notifications. The system integrates a custom Medical LLM
pip install gptmed
Comparing QLoRA, Prompt & Prefix Tuning on Mistral-7B for medical instruction-following
An adaptive clinical screening and decision support platform powered by Retrieval-Augmented Generation (RAG) and specialized medical LLMs, inspired by the PUSH-D framework.
Fine-tuning medical LLM
This is all about fine-tuning the Llama3.2-3B model on your medical textbook.
Leaderboard reproduzível de LLMs em provas médicas brasileiras (Revalida, INEP) — zero-shot, 3 execuções, análise de contaminação
MedRAFT: A Chinese medical question answering system using Retrieval-Augmented Generation (RAG) and Retrieval-Augmented Fine-Tuning (RAFT) with knowledge distillation for efficient deployment.
End-to-end healthcare RAG pipeline built with Streamlit and ChromaDB — includes LLM-based retrieval, SQLite drug DB, and contextual evidence reasoning.
Foundation Models for Genomics & Transcriptomics
Add a description, image, and links to the medical-llm topic page so that developers can more easily learn about it.
To associate your repository with the medical-llm topic, visit your repo's landing page and select "manage topics."