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Step-3.5-Flash

M3 Ultra (80c) · 512 GB · 4bit · 2026-03-16
Performance
1k
tokens
579.9
PP tok/s
52.0
TG tok/s
1768
TTFT (ms)
104.0
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.12
macOS macOS 15.6
Context 1,024
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 579.9 52.0 104.0 GB current
4k 653.5 48.4 104.2 GB view
Batching Results
Batch Size TG tok/s Speedup
1× 52.0 1.00×
2× 81.8 1.57×
4× 114.8 2.21×