RTX A5000 × Llama 3.2 1B Instruct

Llama 3.2 1B Instruct on RTX A5000

313best gen tok/s
12,325best prompt tok/s
640max context tested
4results

Measured · all numbers below come from the linked sources

llama.cpp

QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
Q4_K - Medium31311,835LocalScore ↗512+128110 msllamafile 0.9.2
Q4_K - Medium31012,253LocalScore ↗512+128110 msllamafile 0.9.2
Q4_K - Medium30712,325LocalScore ↗512+128111 msllamafile 0.9.2
Q6_K27311,451LocalScore ↗512+128117 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 RTX A5000 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.