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Ternary-Bonsai-8B

M5 Max (40c) · 128 GB · 2bit · 2026-04-26

Performance

1k

tokens

2,762

PP tok/s

158.9

TG tok/s

371

TTFT (ms)

2.9

Peak mem (GB)

Hardware

Chip M5 Max (40c)

Memory 128 GB

GPU Cores 40

Software

oMLX v0.3.8.dev1

macOS macOS 26.4.1

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	2,762	158.9	2.9 GB	current
4k	3,350	124.9	3.4 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	158.9	1.00×
2×	215.1	1.35×
4×	231.6	1.46×