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Nanbeige4.1-3B
Performance
4k
tokens
707.3
PP tok/s
51.3
TG tok/s
5794
TTFT (ms)
4.8
Peak mem (GB)
Hardware
Chip
M4 Pro (16c)
Memory
64 GB
GPU Cores
16
Software
oMLX
v0.2.6
macOS
macOS 26.3
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 694.3 | 57.1 | 4.6 GB | view |
| 4k | 707.3 | 51.3 | 4.8 GB | current |
| 64k | 293.4 | 21.9 | 8.6 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 57.1 | 1.00× |
| 2× | 102.6 | 1.80× |
| 4× | 123.1 | 2.16× |
| 8× | 128.5 | 2.25× |