llamaperf

M1 Ultra 128GB

APPLE · 128GB unified memory · 2 reports

See what fits on this GPU →

Use the calculator to check which models fit in 128 GB of unified memory. The reports below include different GPU counts and memory setups; a model listed here may need extra cards or CPU offloading.

How to compare these reports →All M1 Macs compared →
This page is thin (2 of 3 reports needed for indexing). Help fill it in.
Tone: positive
reported speed:
16.0 tokens/s generation
quant:
IQ3_XXS

Reported by the source; GPU count, offloading and concurrent requests can change this figure. Check the full setup before comparing.

User reports a patched engine improved speed from 5-6 to 15-16 tok/s. Setup uses the Unsloth UD-IQ3_XXS quant. The user notes a wired limit at 120GB.

Sep 7, 2026
Tone: positive
reported speed:
31.2 tokens/s generation · 530.2 tokens/s prompt processing
quant:
IQ4_NL (gguf)

Reported by the source; GPU count, offloading and concurrent requests can change this figure. Check the full setup before comparing.

User benchmarks a custom llama.cpp branch with faster Metal inference and n-gram SSD offload at pp512 530.18 t/s and tg128 31.17 t/s with resident n-gram. The model is 68.37 GiB and 125.74 B params. With SSD read mode, pp512 is 197.92 t/s and tg128 is 28.47 t/s.

Sep 7, 2026