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Nanonets-OCR2-3B
Performance
32k
tokens
1,049
PP tok/s
35.2
TG tok/s
31237
TTFT (ms)
8.8
Peak mem (GB)
Hardware
Chip
M3 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.2.6
macOS
macOS 26.3
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,905 | 51.0 | 7.5 GB | view |
| 4k | 1,949 | 49.5 | 7.8 GB | view |
| 8k | 1,802 | 46.8 | 7.8 GB | view |
| 16k | 1,520 | 41.9 | 8.2 GB | view |
| 32k | 1,049 | 35.2 | 8.8 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 51.0 | 1.00× |
| 2× | 31.3 | 0.61× |
| 4× | 47.3 | 0.93× |
| 8× | 76.7 | 1.50× |