MedicalGPT
An open-source pipeline for training medical domain GPT models using PT, SFT, RLHF, DPO, ORPO, and GRPO methods.
What is MedicalGPT?
MedicalGPT is an open-source training pipeline for developing medical domain large language models. It implements the full ChatGPT training methodology—including incremental pretraining, supervised fine-tuning, RLHF, DPO, ORPO, and GRPO—to create specialized models that understand and generate medical text. The project solves the problem of adapting general-purpose LLMs to the nuanced, high-stakes domain of healthcare.
AI researchers, machine learning engineers, and healthcare technology developers who need to train or fine-tune LLMs for medical applications such as clinical dialogue, medical QA, and health informatics.
Developers choose MedicalGPT because it provides a complete, production-ready pipeline for medical LLM training with support for the latest alignment techniques (DPO, ORPO, GRPO), extensive model compatibility, and practical tooling for deployment—all in a single open-source repository.
Overview
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。
Use Cases
Best For
- Training a medical chatbot for patient symptom triage
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