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Q4_K_M is fine for chat and a trap for agents. Here is math mathing.

Via r/LocalLlama
Wednesday, May 27, 2026 · 2:14PM
Summary

saw the Q4_K_M vs Q6 thread earlier and the comments are talking past each other. "few errors per hour" vs "errors every couple days" sounds like a 24x difference. for chat thats fine. for agentic loops thats the whole game. run the math. if your agent does a 30-step tool calling loop and each step

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