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Nemotron-Cascade-2-30B-A3B
Performance
32k
tokens
1,621
PP tok/s
63.4
TG tok/s
20221
TTFT (ms)
27.4
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 | 1,426 | 80.6 | 26.1 GB | view |
| 4k | 1,788 | 78.6 | 27.2 GB | view |
| 8k | 1,832 | 75.6 | 27.2 GB | view |
| 16k | 1,772 | 70.5 | 27.3 GB | view |
| 32k | 1,621 | 63.4 | 27.4 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 80.6 | 1.00× |
| 2× | 115.1 | 1.43× |
| 4× | 139.6 | 1.73× |