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dreambooth_diffusion_clay_cups
keras-dreambooth/dreambooth_diffusion_clay_cups
dreambooth_diffusion_clay_cups 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.
This model has been fine-tuned by by Shamima on bengali clay cups and saucers.
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At a glance
- Task
- Text-to-Image
- Library
- keras
- Access
- Public
- Created
- Mar 18, 2023
- Updated
- Mar 20, 2023
- SHA
- b3d61c59
Try a prompt
Model card
From the Hugging Face model README
Model description
This model has been fine-tuned by by Shamima on bengali clay cups and saucers.
Intended uses & limitations
Please feel free to make your imaginations run wild and have fun.
Example images generated
Unique sets of cups using bengali clay pottery style
Michelango's David re-imagined in bengali clay pottery style and texture
A town of futuristic buildings in clay pottery style
Unique jewellery pieces in bengali clay pottery style
Training and evaluation data
The model was fine-tuned on my personal collection of cups and saucer sets made of clay pottery. Dataset can be found here.
Training procedure
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
- Created
- Mar 18, 2023
- Updated
- Mar 20, 2023