## Concurrency sweep (short prompt, 128 tok gen)
| Model | conc | TTFT (s) | decode med (tok/s) | agg decode (tok/s) | err |
|-------|------|----------|--------------------|--------------------|-----|
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 1 | 0.02 | 87.1 | 87 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 2 | 0.02 | 86.6 | 173 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 4 | 0.03 | 85.2 | 341 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 6 | 0.05 | 85.0 | 509 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 8 | 0.06 | 84.5 | 675 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 10 | 0.07 | 80.6 | 804 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 12 | 0.08 | 80.2 | 961 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 16 | 0.09 | 78.9 | 1256 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 20 | 0.11 | 72.0 | 1442 | 0 |
| | | | | | |

## Context sweep @ conc=10 (128 tok gen)
| Model | ctx tokens | TTFT (s) | decode med (tok/s) | agg decode (tok/s) | err |
|-------|------------|----------|--------------------|--------------------|-----|
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 128 | 0.05 | 78.2 | 782 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 512 | 0.07 | 66.4 | 663 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 1024 | 0.08 | 54.8 | 547 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 2048 | 0.11 | 40.9 | 408 | 0 |
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 4096 | n/a | n/a | n/a | 10 |
| | | | | | |

## Peak aggregate decode (concurrency sweep)
| Model | best conc | agg decode (tok/s) |
|-------|-----------|-------------------|
| LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 20 | 1442 |