Question 1

Can I run Gemma 2 2B on a NVIDIA GeForce GTX 1060 3GB?

Accepted Answer

Mostly — NVIDIA GeForce GTX 1060 3GB runs Gemma 2 2B (Q4_K_M) with partial GPU offload. Expect slower speeds than a fully fitting card. Partial GPU offload — 3 GB VRAM is above the 2.5 GB minimum but below the 4 GB recommendation. Some layers will spill to RAM.

Question 2

What quantization of Gemma 2 2B should I use on a NVIDIA GeForce GTX 1060 3GB?

Accepted Answer

For 3 GB VRAM on the NVIDIA GeForce GTX 1060 3GB, the Q4_K_M variant is the best fit. Estimated ~71.7 tokens/sec on the Q4_K_M quantization.

Question 3

How fast does Gemma 2 2B run on NVIDIA GeForce GTX 1060 3GB?

Accepted Answer

Roughly 71.7 tokens/sec for Q4_K_M. Real speed depends on context length, backend (Ollama, llama.cpp, LM Studio), and KV cache size.

Question 4

What if NVIDIA GeForce GTX 1060 3GB is not enough for Gemma 2 2B?

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
Q4_K_MBest fit	1.5 GB	2.5 GB	4 GB	8K / 8K	Partial GPU	~71.7
Q8_0	2.7 GB	3.5 GB	6 GB	8K / 8K	Hybrid CPU+GPU	~26

Can I Run Gemma 2 2B on NVIDIA GeForce GTX 1060 3GB?

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Every Gemma 2 2B quantization on NVIDIA GeForce GTX 1060 3GB