Hardware /

GTX 1070

5measured results
103best gen tok/s*
8 GBreported memory

*Headline excludes tiny/test models (under 0.6B params or TinyStories-style). Open in rig checker →

llama.cpp

ModelQuantGen tok/sPrompt tok/sSourceContext testedBuild
Llama 3.2 1B InstructQ4_K - Medium1032,574LocalScore ↗512+128llamafile 0.9.3Details →
Llama 3.2 1B InstructQ4_K - Medium97.02,378LocalScore ↗512+128llamafile 0.9.2Details →
Llama 2 7BQ4_043.3331llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @360d653Details →
Llama 2 7BQ4_041.5322llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @eec1e33Details →
Llama 3.2 1B InstructQ4_K - Medium24.4814LocalScore ↗512+128llamafile 0.9.2Details →

Ollama

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MLX

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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.