Hardware /

A40

7measured results
285best gen tok/s*
44 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 - Medium28512,204LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium28312,109LocalScore ↗512+128llamafile 0.9.2Details →
Llama 2 7BQ4_01265,256llama.cpp (CUDA) ↗512+128llama.cpp CUDA @3470a5cDetails →
Llama 2 7BQ4_01244,609llama.cpp (CUDA) ↗512+128llama.cpp CUDA @3470a5cDetails →
Meta Llama 3.1 8B InstructQ4_K - Medium80.63,270LocalScore ↗512+128llamafile 0.9.2Details →
Qwen2.5 14B InstructQ4_K - Medium46.21,816LocalScore ↗512+128llamafile 0.9.2Details →
Qwen2.5 14B InstructQ4_K - Medium46.21,834LocalScore ↗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.