Can I Run / Qwen 3.5 9B / on NVIDIA RTX 3060 12GB

Can I Run Qwen 3.5 9B on a NVIDIA RTX 3060 12GB?

Yes

Runs at Q8_0 — near-lossless quality.

Model size
9.0B
GPU memory
12.0GB
Smallest quant
Q4_K_M
Best fit
Q8_0

4 quantizations fit your 12.0GB

QuantMin VRAMRecommendedFile sizeHeadroom
Q8_0BEST10.6 GB12.1 GB9.6 GB+1.4 GB
Q6_K8.4 GB9.9 GB7.4 GB+3.6 GB
Q5_K_M7.4 GB8.9 GB6.4 GB+4.6 GB
Q4_K_M6.5 GB8.0 GB5.5 GB+5.5 GB

Try it in the cloud first

Don't want to download Qwen 3.5 9B just to try it? Use a hosted API or rent a GPU by the second.

Affiliate links — we earn a commission at no cost to you.

Advertisement
Full model details
Qwen 3.5 9B

All quant variants, benchmark scores, and use-case tags.

Best models for this GPU
NVIDIA RTX 3060 12GB

Top-ranked open-source models that fit in 12.0GB.

FAQ

Can the NVIDIA RTX 3060 12GB run Qwen 3.5 9B?

Yes. The NVIDIA RTX 3060 12GB's 12.0GB of VRAM is enough to run Qwen 3.5 9B at Q8_0 quantization (10.6GB required).

What's the best quantization to use?

Q8_0 is the highest-precision quantization that fits in your 12.0GB. It uses about 10.6GB of memory and 12.1GB recommended for comfortable inference.

What if I need more headroom for context length?

KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.