TurboQuant, KV cache x6 less memory and X8 faster with zero accuracy loss

Reddit r/LocalLLaMA / 3/25/2026

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Key Points

  • TurboQuant is presented as an approach that significantly reduces the memory footprint of the KV cache by about 6× while maintaining the same model accuracy.