Hardware /

AMD Radeon RX 5700 XT

4measured results
74.4best 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 2 7BQ4_074.4538llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @4fdbc1eDetails →
Llama 2 7BQ4_070.7530llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @4fdbc1eDetails →
Granite 3.1 1b A400M InstructF1627.41,297LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium25.4256LocalScore ↗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.