AMD Radeon RX 7900 XTX × Llama 3.2 1B Instruct

Llama 3.2 1B Instruct on AMD Radeon RX 7900 XTX

152best gen tok/s
4,587best prompt tok/s
640max context tested
6results

Measured · all numbers below come from the linked sources

llama.cpp

QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
Q4_K - Medium1524,587LocalScore ↗512+128278 msllamafile 0.9.2
Q4_K - Medium1514,403LocalScore ↗512+128284 msllamafile 0.9.3
Q4_K - Medium1334,439LocalScore ↗512+128284 msllamafile 0.9.2
Q4_016.63,681LocalScore ↗512+128418 msllamafile 0.9.2
Q4_K - Medium16.43,644LocalScore ↗512+128424 msllamafile 0.9.2
Q4_K - Medium16.03,734LocalScore ↗512+128417 msllamafile 0.9.2

Ollama

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MLX

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"Context tested" is the largest prompt+generation length actually benchmarked (tokens), not a memory-fit estimate.

What else can AMD Radeon RX 7900 XTX run? →

Includes results from LocalScore, a Mozilla Builders project by cjpais, mirrored in the cn0303/local-llm-speed-benchmarks dataset. LocalScore runs use llamafile, which is built on llama.cpp.