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marvin_paranoid_android
keras-dreambooth/marvin_paranoid_android
marvin_paranoid_android is a text-to-image model from keras-dreambooth. Use it when you need an image from a text prompt. It is set up for keras. The card lists the license as apache-2.0.
This model is a fine-tuned Stable Diffusion modeled, using the Dreambooth technique. It was trained on 15 images of Marvin the Paranoid Android, scraped from the Internet, as instance images and 205 robot images gener…
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At a glance
- Task
- Text-to-Image
- Library
- keras
- License
- apache-2.0
- Access
- Public
- Created
- Mar 12, 2023
- Updated
- Mar 20, 2023
- SHA
- 47c6a9a7
Model card
From the Hugging Face model README
Model description
This model is a fine-tuned Stable Diffusion modeled, using the Dreambooth technique. It was trained on 15 images of Marvin the Paranoid Android, scraped from the Internet, as instance images and 205 robot images generated by Stable Diffusion as class images. You can find the full set here: Marvin the Paranoid Android
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
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
<details> <summary>View Model Plot</summary>
- Task
- Text-to-Image
- Library
- keras
- License
- apache-2.0
- Created
- Mar 12, 2023
- Updated
- Mar 20, 2023