- best.pth

```python
model = CaptchaCNNTransformer(
        img_h=32,
        img_w=128,
        dim=256,
        depth=6,
        heads=4,
        num_classes=num_classes,
        channels=1,
        dropout=0.2,
    ).to(device)
```