jhu-clsp / rank1-0.5b

rank1 is a reasoning reranker model that "thinks" before making relevance judgments. This 0.5B parameter model is trained from the Qwen2.5-0.5B base model and leverages test-time compute to generate reasoning chains before deciding if a document is relevant to a query.