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dreambooth_diffusion_model
keras-dreambooth/dreambooth_diffusion_model
dreambooth_diffusion_model 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 is a Stable Diffusion model fine-tuned using Dreambooth on dog images. 🐶
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Repo size
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At a glance
- Task
- Text-to-Image
- Library
- keras
- License
- apache-2.0
- Access
- Public
- Created
- Feb 3, 2023
- Updated
- Feb 3, 2023
- SHA
- 5f71089f
Model card
From the Hugging Face model README
Model description
This is a Stable Diffusion model fine-tuned using Dreambooth on dog images. 🐶
Intended uses & limitations
This model is trained for Dreambooth tutorial.
Training and evaluation data
This model is trained on dog images in this dataset.
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
- License
- apache-2.0
- Created
- Feb 3, 2023
- Updated
- Feb 3, 2023