can-i-run-this-llm

Can I run this LLM?

Can a Mac Studio M5 Ultra (512GB) run Llama 3.1 8B?

Llama · Llama 3.1 Community · estimated for a 512.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Llama 3.1 8B at Q8_0 · 8.5 GB · 60–89 tok/s on a Mac Studio M5 Ultra (512GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.2 GB97–145 tok/sRuns great
Q3_K_M4.0 GB88–132 tok/sRuns great
Q4_K_M4.9 GB81–121 tok/sRuns great
Q5_K_M5.7 GB75–112 tok/sRuns great
Q6_K6.6 GB69–104 tok/sRuns great
Q8_08.5 GB60–89 tok/sRuns great

Ran Llama 3.1 8B on a Mac Studio M5 Ultra (512GB)? Add your real numbers →