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North-Mini-Code-1.0

M5 Pro (20c) · 64 GB · 4bit · 2026-06-11

Performance

4k

tokens

2,390

PP tok/s

59.8

TG tok/s

1714

TTFT (ms)

18.5

Peak mem (GB)

Hardware

Chip M5 Pro (20c)

Memory 64 GB

GPU Cores 20

Software

oMLX v0.4.4rc1

macOS macOS 26.5.1

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	1,453	71.4	17.9 GB	view
4k	2,390	59.8	18.5 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	71.4	1.00×
2×	72.7	1.02×
4×	107.2	1.50×