# Test-time Computation

rank1-3b is an information retrieval re-ranking model trained on Qwen2.5-3B, which performs relevance judgments by generating reasoning chains

rank1 is a 14-billion-parameter reasoning re-ranking model that improves the performance of information retrieval tasks by generating explicit reasoning chains before making relevance judgments.