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Nemotron-Cascade-2-30B-A3B
Performance
1k
tokens
369.1
PP tok/s
65.3
TG tok/s
2777
TTFT (ms)
18.9
Peak mem (GB)
Hardware
Chip
M1 Max (24c)
Memory
32 GB
GPU Cores
24
Software
oMLX
v0.3.8rc1
macOS
macOS 26.4.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 369.1 | 65.3 | 18.9 GB | current |
| 4k | 413.7 | 62.2 | 19.8 GB | view |
| 8k | 411.8 | 58.8 | 19.9 GB | view |
| 16k | 401.8 | 51.2 | 19.9 GB | view |
| 32k | 374.7 | 42.4 | 20.0 GB | view |
| 64k | 328.0 | 28.5 | 20.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 65.3 | 1.00× |
| 2× | 80.3 | 1.23× |