
# DreamBooth model for the `puggieace` concept trained by nielsgl on the nielsgl/dreambooth-ace dataset.

This is a KerasCV Stable Diffusion V2.1 model fine-tuned on the puggieace concept with DreamBooth. It can be used by modifying the `instance_prompt`: **a photo of puggieace**

This model was created as part of the Keras DreamBooth Sprint 🔥. Visit the [organisation page](https://huggingface.co/keras-dreambooth) for instructions on how to take part!

## Description


This is a KerasCV Stable Diffusion model fine-tuned on `dog` images for the nature theme.


## Usage

```python
from huggingface_hub import from_pretrained_keras
import keras_cv
import matplotlib.pyplot as plt


model = keras_cv.models.StableDiffusionV2(img_width=512, img_height=512, jit_compile=True)
model._diffusion_model = from_pretrained_keras(nielsgl/dreambooth-pug-ace-sd2.1)
model._text_encoder = from_pretrained_keras(nielsgl/dreambooth-pug-ace-sd2.1-text-encoder)

images = model.text_to_image("a photo of puggieace dog on the beach", batch_size=3)
plt.imshow(image[0])
```

### Training hyperparameters

The following hyperparameters were used during training:

| Hyperparameters | Value |
| :-- | :-- |
| name | RMSprop |
| weight_decay | None |
| clipnorm | None |
| global_clipnorm | None |
| clipvalue | None |
| use_ema | False |
| ema_momentum | 0.99 |
| ema_overwrite_frequency | 100 |
| jit_compile | True |
| is_legacy_optimizer | False |
| learning_rate | 0.0010000000474974513 |
| rho | 0.9 |
| momentum | 0.0 |
| epsilon | 1e-07 |
| centered | False |
| training_precision | float32 |

{"license": "creativeml-openrail-m", "tags": ["keras", "keras-cv", "diffusers", "stable-diffusion", "text-to-image", "diffusion-models-class", "dreambooth", "nature"], "widget": [{"text": "a photo of puggieace dog on the beach"}]}
keras keras-cv diffusers stable-diffusion text-to-image diffusion-models-class dreambooth nature license:creativeml-openrail-m region:us
TAGS
#keras #keras-cv #diffusers #stable-diffusion #text-to-image #diffusion-models-class #dreambooth #nature #license-creativeml-openrail-m #region-us 

DreamBooth model for the 'puggieace' concept trained by nielsgl on the nielsgl/dreambooth-ace dataset.
======================================================================================================


This is a KerasCV Stable Diffusion V2.1 model fine-tuned on the puggieace concept with DreamBooth. It can be used by modifying the 'instance\_prompt': a photo of puggieace


This model was created as part of the Keras DreamBooth Sprint . Visit the organisation page for instructions on how to take part!


Description
-----------


This is a KerasCV Stable Diffusion model fine-tuned on 'dog' images for the nature theme.


Usage
-----


### Training hyperparameters


The following hyperparameters were used during training:




### Training hyperparameters


The following hyperparameters were used during training:
TAGS
#keras #keras-cv #diffusers #stable-diffusion #text-to-image #diffusion-models-class #dreambooth #nature #license-creativeml-openrail-m #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:
TAGS
#keras #keras-cv #diffusers #stable-diffusion #text-to-image #diffusion-models-class #dreambooth #nature #license-creativeml-openrail-m #region-us 
### Training hyperparameters


The following hyperparameters were used during training: