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LongCat-Flash-Lite-4bit-DWQ

M3 Max (40c) · 128 GB · 4bit · 2026-03-11

Performance

1k

tokens

522.7

PP tok/s

58.0

TG tok/s

1959

TTFT (ms)

36.7

Peak mem (GB)

Hardware

Chip M3 Max (40c)

Memory 128 GB

GPU Cores 40

Software

oMLX v0.2.7

macOS macOS 26.3

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	522.7	58.0	36.7 GB	current
4k	464.0	44.8	37.4 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	58.0	1.00×
2×	67.8	1.17×
4×	94.5	1.63×