
## Model description

This model has been fine-tuned to learn the concept of Mother rabbit toy by [ChienVM](https://huggingface.co/vumichien) on this [dataset](https://huggingface.co/datasets/keras-dreambooth/rabbit-toy)

## Intended uses & limitations

Concept token "hks## toy". Example: "a photo of hks## toy "

## Some examples prompt

<figure>
  <img src="https://huggingface.co/vumichien/dreambooth_diffusion_toy/resolve/main/demo_01.png" alt="Sample 1">
  <figcaption>Prompt: a photo of hks## toy in Santa Claus clothes. 
              Negative prompt: bad anatomy, soft blurry. 
              Steps: 50, CFG scale: 7.5, Size: 512x12
  </figcaption>
</figure>


<figure>
  <img src="https://huggingface.co/vumichien/dreambooth_diffusion_toy/resolve/main/demo_02.png" alt="Sample 2">
  <figcaption>Prompt: a oil painting of hks## toy in style of van gogh. 
              Negative prompt: bad anatomy, soft blurry. 
              Steps: 50, CFG scale: 7.5, Size: 512x12
  </figcaption>
</figure>

<figure>
  <img src="https://huggingface.co/vumichien/dreambooth_diffusion_toy/resolve/main/demo_03.png" alt="Sample 3">
  <figcaption>Prompt: a photo of hks## toy standing on the beach at sunset. 
              Negative prompt: bad anatomy, soft blurry. 
              Steps: 50, CFG scale: 7.5, Size: 512x12
  </figcaption>
</figure>


## 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 |


{"license": "creativeml-openrail-m", "library_name": "keras", "tags": ["keras", "diffusers", "stable-diffusion", "text-to-image", "keras-dreambooth", "scifi"], "widget": [{"text": "a photo of hks## toy"}]}
keras diffusers stable-diffusion text-to-image keras-dreambooth scifi license:creativeml-openrail-m has_space region:us
TAGS
#keras #diffusers #stable-diffusion #text-to-image #keras-dreambooth #scifi #license-creativeml-openrail-m #has_space #region-us 

Model description
-----------------


This model has been fine-tuned to learn the concept of Mother rabbit toy by ChienVM on this dataset


Intended uses & limitations
---------------------------


Concept token "hks## toy". Example: "a photo of hks## toy "


Some examples prompt
--------------------



![](URL alt=)
Prompt: a photo of hks## toy in Santa Claus clothes. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a oil painting of hks## toy in style of van gogh. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a photo of hks## toy standing on the beach at sunset. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 

Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:




## toy". Example: "a photo of hks## toy "


Some examples prompt
--------------------



![](URL alt=)
Prompt: a photo of hks## toy in Santa Claus clothes. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a oil painting of hks## toy in style of van gogh. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a photo of hks## toy standing on the beach at sunset. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 

Training procedure
------------------ ### Training hyperparameters


The following hyperparameters were used during training:
TAGS
#keras #diffusers #stable-diffusion #text-to-image #keras-dreambooth #scifi #license-creativeml-openrail-m #has_space #region-us 
 ## toy". Example: "a photo of hks## toy "


Some examples prompt
--------------------



![](URL alt=)
Prompt: a photo of hks## toy in Santa Claus clothes. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a oil painting of hks## toy in style of van gogh. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a photo of hks## toy standing on the beach at sunset. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 

Training procedure
------------------ ### Training hyperparameters


The following hyperparameters were used during training:
TAGS
#keras #diffusers #stable-diffusion #text-to-image #keras-dreambooth #scifi #license-creativeml-openrail-m #has_space #region-us 
## toy". Example: "a photo of hks## toy "


Some examples prompt
--------------------



![](URL alt=)
Prompt: a photo of hks## toy in Santa Claus clothes. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a oil painting of hks## toy in style of van gogh. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 


![](URL alt=)
Prompt: a photo of hks## toy standing on the beach at sunset. 
 Negative prompt: bad anatomy, soft blurry. 
 Steps: 50, CFG scale: 7.5, Size: 512x12
 

Training procedure
------------------### Training hyperparameters


The following hyperparameters were used during training: