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Harmonic-Hermes-9B

M5 Max (40c) · 128 GB · bf16 · 2026-04-29

Performance

1k

tokens

1,932

PP tok/s

30.6

TG tok/s

530

TTFT (ms)

17.6

Peak mem (GB)

Hardware

Chip M5 Max (40c)

Memory 128 GB

GPU Cores 40

Software

oMLX v0.3.8rc1

macOS macOS 26.4.1

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	1,932	30.6	17.6 GB	current
4k	2,947	30.1	18.5 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	30.6	1.00×
2×	32.9	1.08×
4×	62.8	2.05×