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Qwen2.5-7B-Instruct

M3 Ultra (80c) · 256 GB · unknown · 2026-03-12

Performance

4k

tokens

1,512

PP tok/s

46.0

TG tok/s

2710

TTFT (ms)

29.2

Peak mem (GB)

Hardware

Chip M3 Ultra (80c)

Memory 256 GB

GPU Cores 80

Software

oMLX v0.2.9

macOS macOS 26.2

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	1,148	47.6	28.9 GB	view
4k	1,512	46.0	29.2 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	47.6	1.00×
2×	51.5	1.08×
4×	100.6	2.11×