9kali/confluence-open-model-registry

Confluence Open Model Registry

This repository does not ship model weights. It is a transparent registry of external open models that are candidates for Confluence research workflows.

The current focus is narrow on purpose:

• retrieval
• reranking
• structured research assistance

These models are not designated here for autonomous clinical use.

Workflow Roles

• embeddings for dataset, paper, and protocol retrieval
• reranking for higher-precision search
• instruction-tuned reasoning models for non-clinical extraction and summarization

Selection Rule

Models enter the Confluence workflow only after benchmark comparison against explicit tasks and governance constraints.

Files

• registry.json: candidate model list
• benchmark_policy.md: how Confluence should evaluate and select open models