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Qwen3.5-35B-A3B-Heretic
Performance
4k
tokens
2,683
PP tok/s
93.5
TG tok/s
1527
TTFT (ms)
20.2
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.12
macOS
macOS 26.3.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 2,637 | 96.9 | 20.1 GB | view |
| 4k | 2,683 | 93.5 | 20.2 GB | current |
| 8k | 2,670 | 89.3 | 20.4 GB | view |
| 16k | 2,465 | 81.7 | 20.8 GB | view |
| 32k | 2,127 | 67.8 | 21.6 GB | view |
| 64k | 1,625 | 54.0 | 23.3 GB | view |
| 128k | 1,059 | 38.1 | 26.7 GB | view |
| 195k | 756.5 | 29.3 | 30.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 96.9 | 1.00× |
| 2× | 169.7 | 1.75× |
| 4× | 280.8 | 2.90× |
| 8× | 426.7 | 4.40× |