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Huihui-Qwen3.5-27B-abliterated-8bit

M4 Pro (20c) · 64 GB · 8bit · 2026-03-10

Performance

4k

tokens

120.6

PP tok/s

8.1

TG tok/s

33970

TTFT (ms)

29.5

Peak mem (GB)

Hardware

Chip M4 Pro (20c)

Memory 64 GB

GPU Cores 20

Software

oMLX v0.2.7

macOS macOS 15.7.4

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	122.9	8.5	29.1 GB	view
4k	120.6	8.1	29.5 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	8.5	1.00×
2×	16.5	1.94×
4×	22.1	2.60×