Question 1

Can the NVIDIA GeForce GTX 1060 6GB run qwen3-coder 480B A35B cloud-class?

Accepted Answer

qwen3-coder 480B A35B cloud-class needs about 290.97GB working set (weights 290GB + KV cache 0.97GB at 4k context). The NVIDIA GeForce GTX 1060 6GB offers ~6GB usable — verdict: no. 291.0 GB vs 6 GB usable — does not fit

Question 2

How fast is qwen3-coder 480B A35B cloud-class on the NVIDIA GeForce GTX 1060 6GB?

Accepted Answer

~0.19–0.33 tok/s on the NVIDIA GeForce GTX 1060 6GB. computed roofline: 192.2 GB/s × 0.28–0.50 efficiency window / 290.0GB (Q4_K_M) — bands, never points.

Question 3

What should I run qwen3-coder 480B A35B cloud-class on instead?

Accepted Answer

ASUS ExpertCenter Pro ET900N G3 (GB300) runs it fully ($60000).

Can the NVIDIA GeForce GTX 1060 6GB run qwen3-coder 480B A35B cloud-class?

Run qwen3-coder 480B A35B cloud-class on instead