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Nemotron-Cascade-2-30B-A3B
Performance
32k
tokens
1,669
PP tok/s
78.0
TG tok/s
19634
TTFT (ms)
20.0
Peak mem (GB)
Hardware
Chip
M5 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.2.21
macOS
macOS 26.4
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,518 | 107.2 | 18.8 GB | view |
| 4k | 1,868 | 103.6 | 19.9 GB | view |
| 8k | 1,912 | 98.8 | 19.9 GB | view |
| 16k | 1,847 | 91.9 | 19.9 GB | view |
| 32k | 1,669 | 78.0 | 20.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 107.2 | 1.00× |
| 2× | 152.8 | 1.43× |
| 4× | 191.8 | 1.79× |