Question 1

Can I run Gemma 2 27B on a AMD Radeon RX 7900 XT?

Accepted Answer

Yes — AMD Radeon RX 7900 XT runs Gemma 2 27B fully on GPU at the Q3_K_M quantization. Full GPU inference — 20 GB VRAM meets the 18 GB recommendation.

Question 2

What quantization of Gemma 2 27B should I use on a AMD Radeon RX 7900 XT?

Accepted Answer

For 20 GB VRAM on the AMD Radeon RX 7900 XT, the Q3_K_M variant is the best fit. Estimated ~42.4 tokens/sec on the Q3_K_M quantization.

Question 3

How fast does Gemma 2 27B run on AMD Radeon RX 7900 XT?

Accepted Answer

Roughly 42.4 tokens/sec for Q3_K_M. Real speed depends on context length, backend (Ollama, llama.cpp, LM Studio), and KV cache size.

Question 4

What if AMD Radeon RX 7900 XT is not enough for Gemma 2 27B?

Accepted Answer

Try a smaller quantization variant or run on CPU + RAM with the trade-off of slower generation.

Quantization	File Size	Min VRAM	Rec VRAM	Context	Verdict	Estimated tok/s
Q3_K_MBest fit	13 GB	15 GB	18 GB	8K / 8K	Full GPU	~42.4
Q4_K_M	16 GB	18 GB	24 GB	8K / 8K	Partial GPU	~28
Q8_0	28.7 GB	30 GB	36 GB	8K / 8K	Hybrid CPU+GPU	~8

Can I Run Gemma 2 27B on AMD Radeon RX 7900 XT?

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