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  # jina-reranker-v3-mlx
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- MLX port of [jina-reranker-v3](https://huggingface.co/jinaai/jina-reranker-v3), a 0.6B parameter multilingual document reranker optimized for Apple Silicon. Features native Apple Silicon acceleration via MLX with 100% matching of rank scores and embeddings to the original implementation. No transformers library required.
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  ## Installation
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  # jina-reranker-v3-mlx
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+ MLX port of [jina-reranker-v3](https://huggingface.co/jinaai/jina-reranker-v3), a 0.6B parameter multilingual listwise reranker optimized for Apple Silicon. Features native MLX implementation with 100% matching of rank scores and embeddings to the original implementation. No transformers library required.
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  ## Installation
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