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Qwen3.5-35B-A3B-oQ4e
Performance
1k
tokens
594.2
PP tok/s
58.8
TG tok/s
1723
TTFT (ms)
20.4
Peak mem (GB)
Hardware
Chip
M1 Ultra (48c)
Memory
64 GB
GPU Cores
48
Software
oMLX
v0.3.6
macOS
macOS 26.3.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 594.2 | 58.8 | 20.4 GB | current |
| 4k | 838.4 | 54.5 | 21.1 GB | view |
| 8k | 851.8 | 53.1 | 21.5 GB | view |
| 16k | 2,238 | 36.9 | 22.6 GB | view |
| 32k | 2,098 | 35.1 | 23.2 GB | view |
| 64k | 1,739 | 34.7 | 25.1 GB | view |
| 128k | 1,123 | 33.3 | 27.8 GB | view |
| 195k | 792.6 | 31.0 | 30.7 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 58.8 | 1.00× |
| 2× | 96.7 | 1.64× |
| 4× | 137.8 | 2.34× |
| 8× | 179.2 | 3.05× |