GTX 1060 6GB × Llama 3.2 1B Instruct

Llama 3.2 1B Instruct on GTX 1060 6GB

78.0best gen tok/s
1,921best 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 - Medium78.01,875LocalScore ↗512+128724 msllamafile 0.9.2
Q4_K - Medium77.91,885LocalScore ↗512+128721 msllamafile 0.9.3
Q4_K - Medium74.91,828LocalScore ↗512+128721 msllamafile 0.9.3
Q8_066.81,921LocalScore ↗512+128710 msllamafile 0.9.3

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 GTX 1060 6GB 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.