mixedbread-ai/mxbai-rerank
Crispy reranking models by Mixedbread
Optimized for 100+ languages with support for long-context (8k+ tokens), code/SQL ranking, and function-call reranking via reinforcement learning (GRPO + contrastive learning). Models range from 0.5B to 1.5B parameters with 8x faster inference than comparable rerankers, and support Flash Attention 2 acceleration for production deployments.
50 stars and 10,850 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
50
Forks
7
Language
Python
License
Apache-2.0
Category
Last pushed
Sep 17, 2025
Monthly downloads
10,850
Commits (30d)
0
Dependencies
6
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