Turboquant on llama.cpp?

Reddit r/LocalLLaMA / 4/25/2026

💬 OpinionSignals & Early TrendsTools & Practical Usage

Key Points

  • The post asks whether a Turboquants-style approach is available for llama.cpp in order to improve memory efficiency.
  • The author is specifically interested in reducing KV-cache memory usage, noting that even a 50% reduction would be valuable.
  • The context suggests the user is looking for practical implementations rather than general discussion or hype.
  • The content is shared as a Reddit thread, indicating community-driven inquiry and pointers (via the provided link) rather than an official release.

Now that the financebro hype has faded, is there an implementation of turboquant for llama.cpp somewhere? Saving even 50% of kv cache memory would be nice.

submitted by /u/StupidScaredSquirrel
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