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Huihui-Qwen3.5-9B-abliterated
Performance
16k
tokens
332.5
PP tok/s
24.5
TG tok/s
49276
TTFT (ms)
6.8
Peak mem (GB)
Hardware
Chip
M3 Pro (18c)
Memory
36 GB
GPU Cores
18
Software
oMLX
v0.2.7
macOS
macOS 26.3.1
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 323.4 | 27.7 | 5.8 GB | view |
| 4k | 345.1 | 27.0 | 6.0 GB | view |
| 8k | 342.4 | 26.1 | 6.3 GB | view |
| 16k | 332.5 | 24.5 | 6.8 GB | current |
| 32k | 310.7 | 21.1 | 7.8 GB | view |
| 64k | 266.6 | 13.3 | 9.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 27.7 | 1.00× |
| 2× | 49.6 | 1.79× |
| 4× | 78.5 | 2.83× |