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Huihui-Qwen3.5-35B-A3B-abliterated

M4 Pro (20c) · 48 GB · 4bit · 2026-03-10

Performance

4k

tokens

772.3

PP tok/s

77.0

TG tok/s

5303

TTFT (ms)

19.6

Peak mem (GB)

Hardware

Chip M4 Pro (20c)

Memory 48 GB

GPU Cores 20

Software

oMLX v0.2.6

macOS macOS 26.3

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	689.6	83.7	19.2 GB	view
4k	772.3	77.0	19.6 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	83.7	1.00×
2×	127.9	1.53×
4×	258.2	3.08×