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North-Mini-Code-1.0

M4 Max (40c) · 48 GB · 6bit · 2026-07-03

Performance

4k

tokens

1,324

PP tok/s

85.4

TG tok/s

3093

TTFT (ms)

25.4

Peak mem (GB)

Hardware

Chip M4 Max (40c)

Memory 48 GB

GPU Cores 40

Software

oMLX v0.4.4

macOS macOS 26.5.2

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	1,313	95.7	24.8 GB	view
4k	1,324	85.4	25.4 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	95.7	1.00×
2×	83.1	0.87×
4×	123.4	1.29×