Llama 2 7B › AMD Radeon RX 6800 XT

Llama 2 7B on the AMD Radeon RX 6800 XT

Best measured: 100 tokens/s generation and 1,705 tokens/s prompt processing (Q4_0, Vulkan, FA on).

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_0Vulkan FA on1001,705tg128N/A llama.cpp Vulkan scoreboard (#10879)
Q4_0Vulkan FA off1001,753tg128N/A llama.cpp Vulkan scoreboard (#10879)
Q4_0ROCm FA off83.91,447tg12879c1160 @MrLavender llama.cpp ROCm scoreboard (#15021)

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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