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researchactiveApril 2025

OncoVLM

Oncology multimodal AI models at three scales

OncoVLM visualization

What

Oncology multimodal AI models at three scales

92.4%accuracy
4B, 1.7B, 500Mmodels

How

GemmaPaliGemmaLoRADistillationPyTorch

Built on: Nanochat Experiments

Why

The Lab + Pioneer

Hero: Flagship projects with major impact

Overview

Family of oncology-specific multimodal models at 4B, 1.7B, and 500M parameters. Trained using multi-teacher knowledge distillation from MedGemma, GPT-OSS-20B, and Qwen-3-30B. Achieved 92.4% on PubMedQA.

Key Metrics

92.4%
accuracy
4B, 1.7B, 500M
models

Technologies

GemmaPaliGemmaLoRADistillationPyTorch

Narrative Framings

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