Llama 2 7B › AMD Instinct MI210

Llama 2 7B on the AMD Instinct MI210

Best measured: 130 tokens/s generation and 2,572 tokens/s prompt processing (Q4_0, ROCm, FA on).

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_0ROCm FA on1302,572tg1288160b38 @65a llama.cpp ROCm scoreboard (#15021)
Q4_0ROCm FA off1252,486tg1288160b38 @65a 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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All results for the AMD Instinct MI210 · Llama 2 7B on other hardware