# Reasoning-intensive retrieval

A late interaction model trained on ReasonIR data, excelling in BRIGHT benchmark tests and outperforming multiple large models

ReasonIR-8B is the first retrieval model specifically trained for general reasoning tasks, achieving state-of-the-art retrieval performance on the BRIGHT benchmark and significantly improving performance on MMLU and GPQA benchmarks in RAG applications.