Can the NVIDIA RTX 5070 Ti run Qwen2.5 7B?
- FP16
- Q8_0
- Q6_K
- Q5_K_M
- Q4_K_M
- Q3_K_M
- Q2_K
Yes. The NVIDIA RTX 5070 Ti can run Qwen2.5 7B fully in VRAM at Q8_0 (near-lossless), using about 9.2 GB of the 16 GB available, at roughly 66 tokens/second.
Run it with Ollama
With Ollama installed, one command downloads and starts Qwen2.5 7B:
ollama run qwen2.5:7bOllama's default download is Q4_K_M (about 5.7 GB here). You have room for Q8_0, which is near-lossless: pick that GGUF in LM Studio or from Hugging Face.
New to this? Step-by-step setup for the RTX 5070 Ti
Run it in the cloud
No NVIDIA RTX 5070 Ti? Run Qwen2.5 7B in the cloud.
Rent a cloud GPU by the hour. No upfront cost, stop any time.
Memory needed by quantization
At 8,192 tokens of context. The black line marks the 16 GB the NVIDIA RTX 5070 Ti can use.
| Quant | Quality | Memory | Fits? | Speed | |
|---|---|---|---|---|---|
| FP16 | Full quality | 16.3 GB | Too big | — | |
| Q8_0 | Near-lossless | 9.2 GB | Fits | ~66 tok/s | |
| Q6_K | Excellent | 7.3 GB | Fits | ~86 tok/s | |
| Q5_K_M | Very good | 6.5 GB | Fits | ~99 tok/s | |
| Q4_K_M | Good, most popular | 5.7 GB | Fits | ~116 tok/s | |
| Q3_K_M | Noticeably degraded | 4.8 GB | Fits | ~144 tok/s | |
| Q2_K | Heavily degraded | 3.9 GB | Fits | ~188 tok/s |
GPUs that run Qwen2.5 7B comfortably
Models that run well on the NVIDIA RTX 5070 Ti
Frequently asked questions
Can NVIDIA RTX 5070 Ti run Qwen2.5 7B?
Yes. The NVIDIA RTX 5070 Ti can run Qwen2.5 7B fully in VRAM at Q8_0 (near-lossless), using about 9.2 GB of the 16 GB available, at roughly 66 tokens/second.
How much VRAM does Qwen2.5 7B need?
About 5.7 GB at Q4_K_M with 8,192 tokens of context, and about 16.3 GB at full FP16 precision.
How fast is Qwen2.5 7B on the NVIDIA RTX 5070 Ti?
Roughly 66 tokens per second at Q8_0, estimated from the NVIDIA RTX 5070 Ti's 896 GB/s memory bandwidth.