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Huihui-Qwen3.5-35B-A3B-abliterated-8bit

M3 Ultra (80c) · 512 GB · 8bit · 2026-03-15
Performance
16k
tokens
2,399
PP tok/s
62.2
TG tok/s
6828
TTFT (ms)
37.0
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.10
macOS macOS 15.3
Context 16,384
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 2,515 73.3 36.2 GB view
4k 2,667 70.8 36.3 GB view
8k 2,607 68.1 36.5 GB view
16k 2,399 62.2 37.0 GB current
Batching Results
Batch Size TG tok/s Speedup
73.3 1.00×
128.6 1.75×
208.9 2.85×
322.9 4.41×