Can I run this LLM?
Can a NVIDIA A100 (80GB) run DeepSeek-R1-Distill 8B?
DeepSeek · Llama 3.1 Community · estimated for a 80.0 GB machine at 4K context.
Yes — it runs great.
Best fit: DeepSeek-R1-Distill 8B at FP16 · 16.1 GB · 73–109 tok/s on a NVIDIA A100 (80GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q2_K | 3.2 GB | 193–289 tok/s | Runs great |
| Q3_K_M | 4.0 GB | 174–261 tok/s | Runs great |
| Q4_K_M | 4.9 GB | 157–236 tok/s | Runs great |
| Q5_K_M | 5.7 GB | 145–218 tok/s | Runs great |
| Q6_K | 6.6 GB | 134–201 tok/s | Runs great |
| Q8_0 | 8.5 GB | 114–171 tok/s | Runs great |
| FP16 | 16.1 GB | 73–109 tok/s | Runs great |
Open the full calculator →Everything a NVIDIA A100 (80GB) runsDeepSeek-R1-Distill 8B on other machinesWhat to buy to run it →
Ran DeepSeek-R1-Distill 8B on a NVIDIA A100 (80GB)? Add your real numbers →