can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4060 Ti (16GB) run DeepSeek-R1-Distill 8B?

DeepSeek · Llama 3.1 Community · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: DeepSeek-R1-Distill 8B at Q8_0 · 8.5 GB · 22–33 tok/s on a NVIDIA RTX 4060 Ti (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.2 GB49–74 tok/sRuns great
Q3_K_M4.0 GB41–62 tok/sRuns great
Q4_K_M4.9 GB35–53 tok/sRuns great
Q5_K_M5.7 GB31–47 tok/sRuns great
Q6_K6.6 GB28–41 tok/sRuns great
Q8_08.5 GB22–33 tok/sRuns great
FP1616.1 GB12–19 tok/sWon't fit

Ran DeepSeek-R1-Distill 8B on a NVIDIA RTX 4060 Ti (16GB)? Add your real numbers →