RTX 4050 Laptop GPU × Gemma-3-270M-It-Qat

Gemma-3-270M-It-Qat on RTX 4050 Laptop GPU

59.3best gen tok/s
1,111best prompt tok/s
640max context tested
1results

Measured · all numbers below come from the linked sources

llama.cpp

1 tiny/test model result(s) (excluded from headlines)
QuantGen tok/sPrompt tok/sSourceContext testedTTFTBuild
IQ4_XS - 4.25 bpw59.31,111LocalScore ↗512+1281,031 msllamafile 0.9.3

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 RTX 4050 Laptop 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.