can-i-run-this-llm

Can I run this LLM?

Can a MacBook Air M1 (8GB) run DeepSeek-R1-Distill 8B?

DeepSeek · Llama 3.1 Community · estimated for a 8.0 GB machine at 4K context.

Yes, but it's tight.

Best fit: DeepSeek-R1-Distill 8B at Q2_K · 3.2 GB · 12–17 tok/s on a MacBook Air M1 (8GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.2 GB12–17 tok/sTight / slow
Q3_K_M4.0 GB10–14 tok/sTight / slow
Q4_K_M4.9 GB8–12 tok/sWon't fit
Q5_K_M5.7 GB7–11 tok/sWon't fit
Q6_K6.6 GB6–9 tok/sWon't fit
Q8_08.5 GB5–7 tok/sWon't fit
FP1616.1 GB3–4 tok/sWon't fit

Ran DeepSeek-R1-Distill 8B on a MacBook Air M1 (8GB)? Add your real numbers →