## Training Parameters
Dataset consisted of:
```
377 images repeated 2 times per epoch
```

Training Parameters:
```
$learning_rate = 6e-5
$lr_warmup_ratio = 0.10
$train_batch_size = 2
$num_epochs = 4
$save_every_n_epochs=1
$scheduler="constant_with_warmup"
$network_dim=128
$alpha=128
$resolution=768
```

notes:
"ligne claire" token was kept using --keep-tokens=1