metadata
license: cc-by-nc-4.0
language:
- en
pipeline_tag: image-text-to-text
tags:
- medical
- pathology
- vision-language
- reasoning
- multimodal
- vlm
library_name: transformers
PathReasoner-R1
Model weights for the paper PathReasoner-R1: Empowering Pathology Vision Language Models with Structured Diagnostic Reasoning.
Overview
PathReasoner-R1 is a pathology vision-language model trained to perform structured diagnostic reasoning over histopathology images. The model produces step-by-step reasoning grounded in a medical knowledge graph enabling clinically valid interpretations.
Model Details
- Base model: Qwen2.5-VL-7B
- Training data: PathReasoner Dataset
- Task: Pathology image understanding with structured reasoning
- Languages: English
License
This model is released under CC BY-NC 4.0 — free for academic and research use, not for commercial use or clinical deployment.