
# KerasCV Stable Diffusion in Diffusers 🧨🤗

DreamBooth model for the `puggieace` concept trained by nielsgl on the `nielsgl/dreambooth-ace` dataset.
It can be used by modifying the `instance_prompt`: **a photo of puggieace dog**

## Description

The pipeline contained in this repository was created using a modified version of [this Space](https://huggingface.co/spaces/sayakpaul/convert-kerascv-sd-diffusers) for StableDiffusionV2 from KerasCV. The purpose is to convert the KerasCV Stable Diffusion weights in a way that is compatible with [Diffusers](https://github.com/huggingface/diffusers). This allows users to fine-tune using KerasCV and use the fine-tuned weights in Diffusers taking advantage of its nifty features (like [schedulers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/schedulers), [fast attention](https://huggingface.co/docs/diffusers/optimization/fp16), etc.).
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!

## Examples

> Portrait painting of a cute puggieace dog as a samurai

![Portrait painting of a cute puggieace dog as a samurai, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha](examples/samurai-2.1.jpg)

> Photo of cute puggieace dog as an astronaut, space and planet in background

![Photo of cute puggieace dog as an astronaut, space and planet in background, ultra realistic, concept art, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater, trending on artstation](examples/astronaut-2.1.jpg)

> A photo of a cute puggieace dog getting a haircut in a barbershop

![A photo of a cute puggieace dog getting a haircut in a barbershop, ultra realistic, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha](examples/haircut-2.1.jpg)

> Portrait photo of puggieace dog in New York

![Portrait photo of puggieace dog in New York, city and skyscrapers in background, highly detailed, photorealistic, hdr, 4k](examples/ny-2.1.jpg)

> Portrait of puggieace dog as a Roman Emperor, city in background

![Portrait of puggieace dog as a Roman Emperor, city in background, ultra realistic, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha](examples/emperor-2.1.jpg)


## Usage

```python
from diffusers import StableDiffusionPipeline

pipeline = StableDiffusionPipeline.from_pretrained('nielsgl/dreambooth-keras-pug-ace-sd2.1')
image = pipeline().images[0]
image
```

{"license": "creativeml-openrail-m", "tags": ["keras", "diffusers", "stable-diffusion", "text-to-image", "diffusion-models-class", "dreambooth-hackathon", "nature"], "inference": true, "widget": [{"text": "a photo of puggieace dog on the beach, sunset in background"}]}
diffusers keras stable-diffusion text-to-image diffusion-models-class dreambooth-hackathon nature license:creativeml-openrail-m endpoints_compatible has_space diffusers:StableDiffusionPipeline region:us
TAGS
#diffusers #keras #stable-diffusion #text-to-image #diffusion-models-class #dreambooth-hackathon #nature #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us 


# KerasCV Stable Diffusion in Diffusers 

DreamBooth model for the 'puggieace' concept trained by nielsgl on the 'nielsgl/dreambooth-ace' dataset.
It can be used by modifying the 'instance_prompt': a photo of puggieace dog

## Description

The pipeline contained in this repository was created using a modified version of this Space for StableDiffusionV2 from KerasCV. The purpose is to convert the KerasCV Stable Diffusion weights in a way that is compatible with Diffusers. This allows users to fine-tune using KerasCV and use the fine-tuned weights in Diffusers taking advantage of its nifty features (like schedulers, fast attention, etc.).
This model was created as part of the Keras DreamBooth Sprint . Visit the organisation page for instructions on how to take part!

## Examples

> Portrait painting of a cute puggieace dog as a samurai

!Portrait painting of a cute puggieace dog as a samurai, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Photo of cute puggieace dog as an astronaut, space and planet in background

!Photo of cute puggieace dog as an astronaut, space and planet in background, ultra realistic, concept art, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater, trending on artstation

> A photo of a cute puggieace dog getting a haircut in a barbershop

!A photo of a cute puggieace dog getting a haircut in a barbershop, ultra realistic, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Portrait photo of puggieace dog in New York

!Portrait photo of puggieace dog in New York, city and skyscrapers in background, highly detailed, photorealistic, hdr, 4k

> Portrait of puggieace dog as a Roman Emperor, city in background

!Portrait of puggieace dog as a Roman Emperor, city in background, ultra realistic, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha


## Usage



# KerasCV Stable Diffusion in Diffusers 

DreamBooth model for the 'puggieace' concept trained by nielsgl on the 'nielsgl/dreambooth-ace' dataset.
It can be used by modifying the 'instance_prompt': a photo of puggieace dog ## Description

The pipeline contained in this repository was created using a modified version of this Space for StableDiffusionV2 from KerasCV. The purpose is to convert the KerasCV Stable Diffusion weights in a way that is compatible with Diffusers. This allows users to fine-tune using KerasCV and use the fine-tuned weights in Diffusers taking advantage of its nifty features (like schedulers, fast attention, etc.).
This model was created as part of the Keras DreamBooth Sprint . Visit the organisation page for instructions on how to take part! ## Examples

> Portrait painting of a cute puggieace dog as a samurai

!Portrait painting of a cute puggieace dog as a samurai, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Photo of cute puggieace dog as an astronaut, space and planet in background

!Photo of cute puggieace dog as an astronaut, space and planet in background, ultra realistic, concept art, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater, trending on artstation

> A photo of a cute puggieace dog getting a haircut in a barbershop

!A photo of a cute puggieace dog getting a haircut in a barbershop, ultra realistic, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Portrait photo of puggieace dog in New York

!Portrait photo of puggieace dog in New York, city and skyscrapers in background, highly detailed, photorealistic, hdr, 4k

> Portrait of puggieace dog as a Roman Emperor, city in background

!Portrait of puggieace dog as a Roman Emperor, city in background, ultra realistic, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha ## Usage
TAGS
#diffusers #keras #stable-diffusion #text-to-image #diffusion-models-class #dreambooth-hackathon #nature #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us 
 # KerasCV Stable Diffusion in Diffusers 

DreamBooth model for the 'puggieace' concept trained by nielsgl on the 'nielsgl/dreambooth-ace' dataset.
It can be used by modifying the 'instance_prompt': a photo of puggieace dog ## Description

The pipeline contained in this repository was created using a modified version of this Space for StableDiffusionV2 from KerasCV. The purpose is to convert the KerasCV Stable Diffusion weights in a way that is compatible with Diffusers. This allows users to fine-tune using KerasCV and use the fine-tuned weights in Diffusers taking advantage of its nifty features (like schedulers, fast attention, etc.).
This model was created as part of the Keras DreamBooth Sprint . Visit the organisation page for instructions on how to take part! ## Examples

> Portrait painting of a cute puggieace dog as a samurai

!Portrait painting of a cute puggieace dog as a samurai, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Photo of cute puggieace dog as an astronaut, space and planet in background

!Photo of cute puggieace dog as an astronaut, space and planet in background, ultra realistic, concept art, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater, trending on artstation

> A photo of a cute puggieace dog getting a haircut in a barbershop

!A photo of a cute puggieace dog getting a haircut in a barbershop, ultra realistic, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Portrait photo of puggieace dog in New York

!Portrait photo of puggieace dog in New York, city and skyscrapers in background, highly detailed, photorealistic, hdr, 4k

> Portrait of puggieace dog as a Roman Emperor, city in background

!Portrait of puggieace dog as a Roman Emperor, city in background, ultra realistic, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha ## Usage
TAGS
#diffusers #keras #stable-diffusion #text-to-image #diffusion-models-class #dreambooth-hackathon #nature #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us 
# KerasCV Stable Diffusion in Diffusers 

DreamBooth model for the 'puggieace' concept trained by nielsgl on the 'nielsgl/dreambooth-ace' dataset.
It can be used by modifying the 'instance_prompt': a photo of puggieace dog## Description

The pipeline contained in this repository was created using a modified version of this Space for StableDiffusionV2 from KerasCV. The purpose is to convert the KerasCV Stable Diffusion weights in a way that is compatible with Diffusers. This allows users to fine-tune using KerasCV and use the fine-tuned weights in Diffusers taking advantage of its nifty features (like schedulers, fast attention, etc.).
This model was created as part of the Keras DreamBooth Sprint . Visit the organisation page for instructions on how to take part!## Examples

> Portrait painting of a cute puggieace dog as a samurai

!Portrait painting of a cute puggieace dog as a samurai, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Photo of cute puggieace dog as an astronaut, space and planet in background

!Photo of cute puggieace dog as an astronaut, space and planet in background, ultra realistic, concept art, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater, trending on artstation

> A photo of a cute puggieace dog getting a haircut in a barbershop

!A photo of a cute puggieace dog getting a haircut in a barbershop, ultra realistic, intricate details, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha

> Portrait photo of puggieace dog in New York

!Portrait photo of puggieace dog in New York, city and skyscrapers in background, highly detailed, photorealistic, hdr, 4k

> Portrait of puggieace dog as a Roman Emperor, city in background

!Portrait of puggieace dog as a Roman Emperor, city in background, ultra realistic, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha## Usage