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Qwen3.5-35B-A3B-Heretic
Performance
64k
tokens
829.1
PP tok/s
35.1
TG tok/s
79049
TTFT (ms)
21.9
Peak mem (GB)
Hardware
Chip
M2 Ultra (60c)
Memory
64 GB
GPU Cores
60
Software
oMLX
v0.2.10
macOS
macOS 26.3.1
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,138 | 77.8 | 18.6 GB | view |
| 4k | 1,195 | 74.9 | 18.8 GB | view |
| 8k | 1,174 | 71.6 | 19.0 GB | view |
| 16k | 1,121 | 62.3 | 19.4 GB | view |
| 32k | 1,013 | 51.2 | 20.2 GB | view |
| 64k | 829.1 | 35.1 | 21.9 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 77.8 | 1.00× |
| 2× | 130.4 | 1.68× |
| 4× | 261.1 | 3.36× |
| 8× | 523.2 | 6.72× |