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carl-omni9b-v15-vision

M3 Ultra (60c) · 96 GB · 4bit · 2026-04-29

Performance

4k

tokens

788.7

PP tok/s

106.6

TG tok/s

5194

TTFT (ms)

6.5

Peak mem (GB)

Hardware

Chip M3 Ultra (60c)

Memory 96 GB

GPU Cores 60

Software

oMLX v0.3.6

macOS macOS 26.4.1

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	931.2	231.9	8.2 GB	view
4k	788.7	106.6	6.5 GB	current
8k	1,108	101.5	6.9 GB	view
16k	1,086	90.9	7.6 GB	view
32k	1,021	74.1	9.1 GB	view