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Can RTX 5070 Ti run Gemma 4 12B?

Yes. Measured 87.6 tok/s generation (llama.cpp, llama-bench tg128 (quant per result); source).

Every measured result for Gemma 4 12B on RTX 5070 Ti

BuildQuant / setupEnginetok/s
RTX 5070 Ti: 2026 models (llamabench community)llama-bench tg128 (quant per result)llama.cpp87.6source

Memory: RTX 5070 Ti has 16 GB. Gemma 4 12B weights are about 7.3 GB at Q4_K_M (11.91B params × 4.89 bits ÷ 8, before context/KV cache). Arithmetic, not a measurement; long contexts need more. Check other quants in the VRAM calculator.

Speeds are decode (generation) tokens/sec as reported by each source; quant, engine and context differ, so small gaps are noise.

All measured speeds for Gemma 4 12B: best home rig for Gemma 4 12B.

Gemma 4 12B on other hardware: RTX 3060 12GB · RTX 4090 · RTX 5090

Other models measured on RTX 5070 Ti: gpt-oss 20B

Not enough VRAM? Rent before you buy. Run Gemma 4 12B on a bigger GPU on a rented 24–96 GB cloud GPU by the hour and see the real speed before spending €1,000+. Try it on RunPod
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