| ## 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. |