AMD Radeon RX 6900 XT × Llama 3.2 1B Instruct

Llama 3.2 1B Instruct on AMD Radeon RX 6900 XT

113best gen tok/s
6,338best 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 - Medium1135,176LocalScore ↗512+128296 msllamafile 0.9.2
Q5_K - Medium1105,591LocalScore ↗512+128281 msllamafile 0.9.2
Q6_K1095,147LocalScore ↗512+128298 msllamafile 0.9.2
Q8_01036,338LocalScore ↗512+128259 msllamafile 0.9.2
F1655.53,235LocalScore ↗512+128414 msllamafile 0.9.2
Q4_K - Medium12.33,646LocalScore ↗512+128522 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 6900 XT 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.