Llama 2 7B › Nvidia Tesla K40

Llama 2 7B on the Nvidia Tesla K40

Best measured: 9.9 tokens/s generation and 64 tokens/s prompt processing (Q4_0, Vulkan, FA on).

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_0Vulkan FA on9.964tg128eec1e33 llama.cpp Vulkan scoreboard (#10879)
Q4_0Vulkan FA off9.364tg128eec1e33 llama.cpp Vulkan scoreboard (#10879)

tg128 = generating 128 tokens; pp512 = reading a 512-token prompt (llama-bench). LocalScore averages several prompt and output lengths, so its numbers run lower than tg128.

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All results for the Nvidia Tesla K40 · Llama 2 7B on other hardware