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Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated-v
Performance
16k
tokens
4,351
PP tok/s
94.7
TG tok/s
3766
TTFT (ms)
22.5
Peak mem (GB)
Hardware
Chip
M5 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.8
macOS
macOS 26.4.1
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,503 | 102.1 | 20.1 GB | view |
| 4k | 2,207 | 98.5 | 20.9 GB | view |
| 8k | 2,289 | 94.1 | 21.4 GB | view |
| 16k | 4,351 | 94.7 | 22.5 GB | current |
| 32k | 4,299 | 90.8 | 23.0 GB | view |
| 64k | 3,794 | 76.3 | 23.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 102.1 | 1.00× |
| 2× | 153.5 | 1.50× |
| 4× | 194.9 | 1.91× |
| 8× | 594.8 | 5.83× |