Can the NVIDIA RTX 3060 12GB run Qwen2.5 72B?
- FP16
- Q8_0
- Q6_K
- Q5_K_M
- Q4_K_M
- Q3_K_M
- Q2_K
No. Even at Q4_K_M, Qwen2.5 72B needs about 47.4 GB, but the NVIDIA RTX 3060 12GB has 12 GB usable. You could offload some layers to system RAM, but it will be very slow.
Run it on a rented GPU
On a cloud GPU with enough memory, the same command you'd use locally works:
ollama run qwen2.5:72bAt Q4_K_M it needs about 47.4 GB, so pick a GPU with at least 48 GB.
New to this? Step-by-step setup for the RTX 3060 12GB
Run it in the cloud
Too big for the NVIDIA RTX 3060 12GB? Run Qwen2.5 72B on a rented GPU instead.
Rent a cloud GPU by the hour. No upfront cost, stop any time. Not sure whether to rent or buy? Compare the cost.
Memory needed by quantization
At 8,192 tokens of context. The black line marks the 12 GB the NVIDIA RTX 3060 12GB can use.
| Quant | Quality | Memory | Fits? | Speed | |
|---|---|---|---|---|---|
| FP16 | Full quality | 148.7 GB | Too big | — | |
| Q8_0 | Near-lossless | 80.5 GB | Too big | — | |
| Q6_K | Excellent | 62.9 GB | Too big | — | |
| Q5_K_M | Very good | 55 GB | Too big | — | |
| Q4_K_M | Good, most popular | 47.4 GB | Too big | — | |
| Q3_K_M | Noticeably degraded | 38.8 GB | Too big | — | |
| Q2_K | Heavily degraded | 30.5 GB | Too big | — |
Measured speed from real RTX 3060 12GB owners
Tokens per second that people measured on their own NVIDIA RTX 3060 12GB, next to our estimate.
No one has measured Qwen2.5 72B on the NVIDIA RTX 3060 12GB yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.
Have an RTX 3060 12GB? Add your real speed
One command times Qwen2.5 72B in your own Ollama, shows you exactly what it would send, and asks before sending anything. No sign-up, no personal data.
macOS and Linux
curl -fsSL https://gpufit.dev/bench.sh | sh -s -- qwen2.5:72bWindows (PowerShell)
$env:GPUFIT_MODEL="qwen2.5:72b"; irm https://gpufit.dev/bench.ps1 | iexGPUs that run Qwen2.5 72B comfortably
Models that run well on the NVIDIA RTX 3060 12GB
Frequently asked questions
Can NVIDIA RTX 3060 12GB run Qwen2.5 72B?
No. Even at Q4_K_M, Qwen2.5 72B needs about 47.4 GB, but the NVIDIA RTX 3060 12GB has 12 GB usable. You could offload some layers to system RAM, but it will be very slow.
How much VRAM does Qwen2.5 72B need?
About 47.4 GB at Q4_K_M with 8,192 tokens of context, and about 148.7 GB at full FP16 precision.
How fast is Qwen2.5 72B on the NVIDIA RTX 3060 12GB?
It does not fit in the NVIDIA RTX 3060 12GB's memory, so most layers would run from system RAM and generation would be very slow.