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Qwen3.5-122B-A10B-5bit
Performance
128k
tokens
507.2
PP tok/s
18.2
TG tok/s
258439
TTFT (ms)
100.0
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.2
macOS
macOS 26.4
Context
131,072
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,005 | 58.4 | 79.8 GB | view |
| 4k | 1,440 | 55.8 | 81.3 GB | view |
| 8k | 1,443 | 53.9 | 81.9 GB | view |
| 16k | 1,324 | 47.5 | 83.1 GB | view |
| 32k | 1,087 | 38.7 | 85.5 GB | view |
| 64k | 831.8 | 28.1 | 90.3 GB | view |
| 128k | 507.2 | 18.2 | 100.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 58.4 | 1.00× |
| 2× | 77.0 | 1.32× |
| 4× | 86.8 | 1.49× |
| 8× | 105.4 | 1.80× |