microsoft/BioGPT

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

4488 stars · 484 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

BioGPT is Microsoft's domain-specific generative Transformer language model pre-trained on biomedical text, with implementation code and pre-trained/fine-tuned checkpoints. It supports downstream tasks like biomedical question answering (PubMedQA) and relation extraction (BC5CDR).

Use cases

• generate biomedical text with a pretrained transformer
• answer biomedical questions on PubMedQA
• extract drug-disease relations from biomedical literature
• fine-tune a GPT model on PubMed abstracts
• load BioGPT checkpoints from Hugging Face

When to choose

• you need a domain-specific language model for biomedical NLP research
• you want to reproduce published BioGPT benchmark results on PubMedQA or relation extraction
• you need a research codebase built on fairseq for biomedical text generation

When to avoid

• you need a production-ready LLM inference server or API
• you want a modern, actively maintained stack (it pins PyTorch 1.12 and fairseq 0.12)
• you need general-purpose chat or instruction-following capabilities

Facets

library · maturity maintenance

machine-learning deep-learning nlp llm-training bioinformatics healthcare large-language-models python biomedical-nlp pretrained-models transformer text-generation relation-extraction question-answering fairseq natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="microsoft/BioGPT")