Apple M5 (10-core GPU) × Meta Llama 3.1 8B Instruct

Meta Llama 3.1 8B Instruct on Apple M5 (10-core GPU)

22.4best gen tok/s
211best prompt tok/s
4,352max context tested
4results

Measured · all numbers below come from the linked sources

llama.cpp

QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
Q4_K - Medium22.4211LocalScore ↗512+1285,984 msllamafile 0.9.2
Q4_K - Medium22.3211LocalScore ↗512+1285,987 msllamafile 0.9.2
Q4_K - Medium22.2210LocalScore ↗512+1286,022 msllamafile 0.9.2
Q4_K - Medium19.6177LocalScore ↗4,3526,615 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 Apple M5 (10-core GPU) 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.