Can I run this LLM?
Can a MacBook Air M4 (24GB) run DeepSeek-R1-Distill 14B?
DeepSeek · Apache 2.0 · estimated for a 24.0 GB machine at 4K context.
Yes, but it's tight.
Best fit: DeepSeek-R1-Distill 14B at Q2_K · 5.8 GB · 11–17 tok/s on a MacBook Air M4 (24GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q2_K | 5.8 GB | 11–17 tok/s | Tight / slow |
| Q3_K_M | 7.3 GB | 9–14 tok/s | Tight / slow |
| Q4_K_M | 9.0 GB | 8–12 tok/s | Tight / slow |
| Q5_K_M | 10.5 GB | 7–10 tok/s | Tight / slow |
| Q6_K | 12.1 GB | 6–9 tok/s | Tight / slow |
| Q8_0 | 15.7 GB | 5–7 tok/s | Won't fit |
| FP16 | 29.6 GB | 3–4 tok/s | Won't fit |
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