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Can a RTX 3060 Ti 8GB run Qwen 2.5 Coder 32B?

No. Qwen 2.5 Coder 32B does not fit on RTX 3060 Ti 8GB: Q4_K_M needs 22.2 GB and 7.5 GB is usable.

Hardware: RTX 3060 Ti 8GB · Model: Qwen 2.5 Coder 32B

RTX 3060 Ti 8GB has 8 GB of VRAM and 448 GB/s of memory bandwidth. RTX 3070 8GB has the same memory and bandwidth, so the fit numbers match; this page is RTX 3060 Ti 8GB. The checker holds back 0.5 GB of VRAM for the driver and assumes 16 GB of system RAM, so fast memory usable by Ollama is 7.5 GB. Partial offload may also use 60% of that system RAM. Qwen 2.5 Coder 32B (32.8B, Alibaba) at Q4_K_M is a 20 GB download and needs 22.2 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size20 GB
Memory needed22.2 GB
Usable fast memory7.5 GB
Fitdoes not fit
Estimated speedno estimate, it does not fit
Commandollama run qwen2.5-coder:32b

Smallest hardware that runs it: RTX 4060 Ti 16GB at Q4_K_M (partial offload (slower), 22.2 GB needed, 15.5 GB usable, about 4 tok/s (estimate)). Can a RTX 4060 Ti 16GB run Qwen 2.5 Coder 32B?

A smaller Alibaba model that fits this hardware: Qwen 2.5 14B at Q4_K_M (partial offload (slower), 10.3 GB). Can a RTX 3060 Ti 8GB run Qwen 2.5 14B?

Open RTX 3060 Ti 8GB in the checker

Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-23.

A project by OnDevice Labs · llms.txt