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Qwen3.5-35B-A3B-5bit
Performance
64k
tokens
1,271
PP tok/s
49.3
TG tok/s
51568
TTFT (ms)
27.4
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
256 GB
GPU Cores
60
Software
oMLX
v0.2.7
macOS
macOS 26.3
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 2,010 | 87.8 | 24.1 GB | view |
| 4k | 2,093 | 85.0 | 24.2 GB | view |
| 8k | 2,030 | 80.4 | 24.4 GB | view |
| 16k | 1,887 | 73.6 | 24.9 GB | view |
| 32k | 1,636 | 64.0 | 25.7 GB | view |
| 64k | 1,271 | 49.3 | 27.4 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 87.8 | 1.00× |
| 2× | 144.0 | 1.64× |
| 4× | 212.6 | 2.42× |
| 8× | 279.2 | 3.18× |