## Training Parameters
Dataset consisted of:
```
272 images repeated 5 times per epoch
```

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

notes:
This lora was trained with pgs style as a token that was kept with each training example but in practice this is not required to be used for inference.