AI BriefingMedical Model Trained with RL
Key point
A 32B medical LLM built with SeedRL was released, with thinking mode set as the default.
Details
HuatuoGPT-3 is an open-source medical LLM built using SeedRL, an RL-only domain adaptation method. It presents an approach that converts a base model into a medical-expert level through just a single RL stage.
HuatuoGPT-3-32B is a 33B params / BF16 model based on Qwen3-32B, and it is set by default to thinking mode, which outputs <think>...</think> reasoning blocks.
The model lineup is as follows.
- HuatuoGPT-3-32B: medical LLM based on Qwen3-32B
- HuatuoGPT-3-8B: based on Qwen3-8B-Base
- HuatuoGPT-3-7B-Pangu: based on openPangu-Embedded-7B
Deployment is possible with serving tools like vLLM or SGLang, and an example of direct inference using transformers is also provided. The example prompt is a medical query asking what should be considered first for a patient with fever, cough, and difficulty breathing.
The paper citation information is still in arXiv preprint format, and the authors are listed as Coming soon.
This summary was generated automatically by AI. Check the original for the author's claims and context. Copyright belongs to the original author.
Our guide explains how the AI works. Report summary errors, attribution issues, or removal requests via Contact.
Related
Apple Releases LensVLM-9B for Processing Compressed Text Images