con-cord/Mod3-no-ref
VISIONConcurrent Unit Cost:1Model Size:4.3BQuant:BF16Context Size:32kPublished:Jul 17, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold
con-cord/Mod3-no-ref is a 4.3 billion parameter medical LLM-as-a-Judge model based on Gemma-3-4B. It is specifically fine-tuned for evaluating generated medical answers against clinical criteria without requiring expert reference answers. This model is designed for automated assessment of medical responses.
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Mod3-no-ref: Medical LLM-as-a-Judge
Mod3-no-ref is a specialized large language model (LLM) developed by con-cord, built upon the Gemma-3-4B architecture. This 4.3 billion parameter model is fine-tuned to function as an "LLM-as-a-Judge" within the medical domain.
Key Capabilities
- Medical Response Evaluation: The primary function of Mod3-no-ref is to evaluate the quality and accuracy of generated medical answers.
- Clinical Criteria Assessment: It assesses responses based on predefined clinical evaluation criteria, ensuring relevance and correctness.
- Reference-Free Operation: A key differentiator of this specific version is its ability to perform evaluations without requiring expert reference answers, streamlining the assessment process.
Good For
- Automated quality assurance of AI-generated medical content.
- Evaluating the performance of other medical LLMs or response systems.
- Use cases where expert reference answers are unavailable or difficult to obtain for evaluation.