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Will llama.cpp multislot improve speed?

Via r/LocalLlama
Sunday, Apr 26, 2026 ยท 7:57AM
Summary

I've heard mostly bad opinions about multiple slots with llama.cpp (--parallel > 1). I guess comparing to vLLM it might be worse at this, but I recently tried vLLM on 4 slots and it indeed improved the overall speed significantly (150-170tps decode on one slot llama.cpp to 400tps with 4-slot vLLM, o

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