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@analogalok: Stop blindly trusting the default multi GPU settings for your Local LLMs. You are literally leaving 25% performance on …

X AI KOLs Timeline · 2026-07-09 Cached

Benchmark results comparing layer vs. tensor parallelism in llama.cpp for dual GPU setups: layer mode is 25% faster for prefill (RAG pipelines), while tensor mode is 16% faster for decode (interactive chat).

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