Ross ROSS = Recommend OSS · open-source software intelligence for agents

microsoft/LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities. observed · 2026-08-28

github.com/microsoft/LLaVA-Med · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

40/100

  • Activity 25
  • Release rhythm 35
  • Longevity 85

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1201
  • days_rel: n/a
  • days_push: 455
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2231 stars · 294 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

LLaVA-Med is a large language-and-vision assistant fine-tuned for the biomedicine domain, built on the LLaVA multimodal architecture. It supports biomedical visual conversation and question answering over medical images, with checkpoints like llava-med-v1.5-mistral-7b available on Hugging Face.

Use cases

  • answer questions about medical images
  • build a biomedical visual chatbot
  • run visual question answering on radiology scans
  • fine-tune a multimodal LLM for healthcare research
  • chat with an assistant about biomedical figures
  • evaluate a vision-language model on medical benchmarks

When to choose

  • you need a research-grade multimodal model specialized for biomedical images and text
  • you want a ready-to-load medical VLM checkpoint without delta-weight patching
  • you are doing biomedical visual question answering or conversation research

When to avoid

  • you need a model licensed for clinical or commercial deployment (research-only license)
  • you need general-domain (non-medical) vision-language capabilities
  • you require a permissively licensed model for production use

Facets

library · maturity active

machine-learning deep-learning llm-inference llm-training nlp image-processing artificial-intelligence large-language-models healthcare computer-vision python multimodal vision-language-model biomedical medical-imaging visual-question-answering instruction-tuning research-license natural-language-processing linux gpu

1 source

Member repositories

RepositoryRoleHealth v2
microsoft/LLaVA-Medmain40

For agents

markdown · JSON · MCP: product_card(name="microsoft/LLaVA-Med")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem