Llama 2 7B › NVIDIA RTX 4070

Llama 2 7B on the NVIDIA RTX 4070

Best measured: 92.3 tokens/s generation and 3,179 tokens/s prompt processing (Q4_0, Vulkan, FA off).

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_0Vulkan FA off92.33,179tg1289a48399 llama.cpp Vulkan scoreboard (#10879)
Q4_0Vulkan FA on91.54,294tg1289a48399 coopmat2llama.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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