Website 🤖 7B Model 🤖 32B Model MedEvalKit Technical Report Lingshu MCP Lingshu SOTA Multimodal Large Language Models for Medical Domain BIG NEWS: Lingshu is released with state of the art performance on medical VQA tasks and report generation. This repository contains the model of the paper Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning. We also release a comprehensive medical evaluation toolkit in MedEvalKit, which supports fast evaluation of major multimodal and textual medical tasks. Highlights Lingshu models achieve SOTA on most medical multimodal/textual QA and report generation tasks for 7B and 32 model sizes. Lingshu 32B outperforms GPT 4.1 and Claude Sonnet 4 in most multimodal QA and report generation tasks. Lingshu supports more than 12 medical imaging modalities, including X Ray, CT Scan, MRI, Microscopy, Ultrasound, Histopathology, Dermoscopy, Fundus, OCT, Digital Photography, Endoscopy, and PET. Release Technical report: Arxiv: Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning. Model weights: Lingshu 7B Li…
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