metadata
library_name: keras
license: apache-2.0
pipeline_tag: text-to-image
tags:
- keras-dreambooth
Model description
This model is a fine-tuned Stable Diffusion modeled, using the Dreambooth technique. It was trained on 43 screenshots of the game Return To Monkey Island, scraped from the Internet. You can find the full set here: Return To Monkey Island Screenshots
The result resembles the style from the game, even though you should not expect wonders and rather see it as its own style inspired by the game's.
It was created by johko for the keras-dreambooth sprint.
Training procedure
This model was trained using the keras implementation of dreambooth. You can find the notebook to train these models and how to attend this sprint here.
Example Outputs
Geralt of Rivia
Frodo Baggins
Han Solo
Training hyperparameters
The following hyperparameters were used during training:
| Hyperparameters | Value |
|---|---|
| inner_optimizer.class_name | Custom>RMSprop |
| inner_optimizer.config.name | RMSprop |
| inner_optimizer.config.weight_decay | None |
| inner_optimizer.config.clipnorm | None |
| inner_optimizer.config.global_clipnorm | None |
| inner_optimizer.config.clipvalue | None |
| inner_optimizer.config.use_ema | False |
| inner_optimizer.config.ema_momentum | 0.99 |
| inner_optimizer.config.ema_overwrite_frequency | 100 |
| inner_optimizer.config.jit_compile | True |
| inner_optimizer.config.is_legacy_optimizer | False |
| inner_optimizer.config.learning_rate | 0.0010000000474974513 |
| inner_optimizer.config.rho | 0.9 |
| inner_optimizer.config.momentum | 0.0 |
| inner_optimizer.config.epsilon | 1e-07 |
| inner_optimizer.config.centered | False |
| dynamic | True |
| initial_scale | 32768.0 |
| dynamic_growth_steps | 2000 |
| training_precision | mixed_float16 |
Model Plot
View Model Plot
