AMD Radeon RX 7900 XTX × Qwen2.5 14B Instruct

Qwen2.5 14B Instruct on AMD Radeon RX 7900 XTX

32.4best gen tok/s
502best prompt tok/s
4,352max context tested
3results

Measured · all numbers below come from the linked sources

llama.cpp

QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
Q4_K - Medium32.4489LocalScore ↗4,3522,618 msllamafile 0.9.3
Q4_K - Medium31.6485LocalScore ↗512+1282,665 msllamafile 0.9.2
Q4_K - Medium27.9502LocalScore ↗512+1282,570 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 AMD Radeon RX 7900 XTX 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.