can-i-run-this-llm

Can I run this LLM?

Can a MacBook Pro M1 Pro (16GB) run LFM2.5 8B-A1B (MoE)?

LFM · See model card · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: LFM2.5 8B-A1B (MoE) at Q8_0 · 9.0 GB · 55–83 tok/s on a MacBook Pro M1 Pro (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q4_K_M5.2 GB77–116 tok/sRuns great
Q5_K_M6.0 GB71–106 tok/sRuns great
Q6_K7.0 GB65–98 tok/sRuns great
Q8_09.0 GB55–83 tok/sRuns great
FP1617.0 GB35–53 tok/sWon't fit

Ran LFM2.5 8B-A1B (MoE) on a MacBook Pro M1 Pro (16GB)? Add your real numbers →