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zerank

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199-biotechnologies / zerank-2-mlx

Fast MLX port of ZeroEntropy zerank-2 cross-encoder reranker. 10x faster than PyTorch MPS on Apple Silicon. bf16, validated.

macos metal transformers semantic-search mlx fast-inference reranker rag huggingface apple-silicon cross-encoder llm-inference retrieval-augmented-generation llm-optimization qwen3 zeroentropy zerank m4-max

Updated Apr 9, 2026
Python

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