Qwen 2.5 Coder 32B Instruct on NVIDIA GeForce RTX 4060 Ti 16GB

NVIDIA GeForce RTX 4060 Ti 16GB can run Qwen 2.5 Coder 32B Instruct at 10 tok/s at Q3_K_M, though performance is acceptable. Consider a higher-end GPU for better results.

Model Size

32.5B

Device VRAM

16 GB

Bandwidth

288 GB/s

Quantizations Tested

Performance by Quantization

Each row shows Qwen 2.5 Coder 32B Instruct performance at a different quality level on NVIDIA GeForce RTX 4060 Ti 16GB.

Quantization	Speed	TTFT	Fits in VRAM	Rating	Confidence
Q3_K_M	10 tok/s	800ms	✓ Yes	Acceptable	estimated

Notes

Q3_K_M

Tight fit at Q3 (14.8GB on 16GB). Usable for code completion but Q3 quality loss is noticeable. Low bandwidth (288 GB/s) limits speed.

About Qwen 2.5 Coder 32B Instruct

Qwen 2.5 Coder 32B Instruct (32.5B) is a coding, ai coding, ai building model. The coding model that defines the builder workflow. Matches GPT-4 on HumanEval. This is what Cursor and Continue.dev users run locally when they want to eliminate API dependency. Apache 2.0 license. The cornerstone of the 'Full AI Builder' profile.

View all Qwen 2.5 Coder 32B Instruct hardware options →