stravoris/medmcq-anatomy-classifier-qwen3-0.6b

TEXT GENERATIONPricing:Input $0.04 / Cached $0.008 / Output $0.08Concurrent Unit Cost:1Model Size:0.8BQuant:BF16Context Size:32kTool Calling:SupportedPublished:May 23, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

The stravoris/medmcq-anatomy-classifier-qwen3-0.6b is a 0.8 billion parameter Qwen3-based model developed by Stravoris, fine-tuned for classifying medical multiple-choice questions (MCQs) within the Anatomy subject by topic. This specialized model serves as the second stage in a three-hop pipeline designed for medical reasoning, focusing exclusively on identifying the specific anatomical topic of a given MCQ. It is optimized for narrow, precise classification tasks within a medical educational context, rather than broad general-purpose language generation.

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MedMCQ Anatomy Topic Classifier (Qwen3-0.6B)

This model is a small, specialized Qwen3-based classifier developed by Stravoris, designed to predict the specific anatomical topic of a given medical multiple-choice question (MCQ). It operates as the second stage in the MedMCQ three-hop pipeline, assuming the MCQ has already been identified as belonging to the Anatomy subject by an upstream classifier.

Key Capabilities and Purpose

  • Specialized Topic Classification: Accurately classifies Anatomy MCQs into specific topics within the subject.
  • Pipeline Component: Integral part of the MedMCQ project's modular approach to medical reasoning, which uses multiple small, specialized models instead of one large general model.
  • Educational Focus: Trained on the Anatomy subset of the Stravoris Medical MCQ dataset, focusing on educational content.
  • Demonstration Model: Primarily serves as a demonstration of a pipeline architecture for medical reasoning, rather than a production-grade medical AI system.

Usage and Limitations

This model expects a specific prompt format for MCQs, including the question and four options, to classify the topic. It is important to note that this model is not intended for clinical decisions or medical advice and has not been formally evaluated against board-level benchmarks. Its narrow scope means it only processes Anatomy MCQs and relies on prior subject routing. It is part of the larger MedMCQ Medical Models collection.

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