README.md

---
license: creativeml-openrail-m
tags:
- pytorch
- diffusers
- stable-diffusion
- text-to-image
- keyboard
widget:
- text: a photo of cyberboard keyboard
datasets:
- li-yan/crazy-keyboard
---

<center>

![crazy-keyboard](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/crazy-keyboard.gif)

</center>

Are you a fan of keyboards? Above is my Cyberboard Keyboard that I used for my dialy life. **It is crazy right?**

![crazy-keyboard](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/am-cb-r4.gif)

Now I bring this keyboard into the Stable Diffusion, and its images can be generate by the model.

## Description

This is a Stable Diffusion model fine-tuned on dataset [li-yan/crazy-keyboard](https://huggingface.co/datasets/li-yan/crazy-keyboard) images for the different breeds of cats.

#### Prompt 1: "a photo of cyberboard keyboard"
| ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/pretrained-prompt1.png) | ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/fine-tuned-prompt1.png) |
|:--:|:--:|
| result of pretrained model | result of fine tuned model |

#### Prompt 2: "in the forest, a cyberboard keyboard is on the ground"
| ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/pretrained-prompt2.png) | ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/fine-tuned-prompt2.png) |
|:--:|:--:|
| result of pretrained model | result of fine tuned model |

#### Prompt 3: "a cyberboard keyboard in front of the Golden Gate Bright"
| ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/pretrained-prompt3.png) | ![image-fine-tuned-1](https://huggingface.co/li-yan/stable-diffusion-crazy-keyboard/resolve/main/docs/generated/fine-tuned-prompt3.png) |
|:--:|:--:|
| result of pretrained model | result of fine tuned model |


# Details

Trained by li-yan on the [li-yan/crazy-keyboard](li-yan/crazy-keyboard) dataset.

This model is fine tuned from pretrained model [CompVis/stable-diffusion-v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4) using DreamBooth model.

More for DreamBooth model, please refer to  https://dreambooth.github.io/.

## Usage

```python
pip install -qqU diffusers accelerate

import torch
from diffusers import StableDiffusionPipeline

pipe = StableDiffusionPipeline.from_pretrained("li-yan/stable-diffusion-crazy-keyboard")

# set prompt
prompt = "a photo of cyberboard keyboard" #@param
guidance_scale=12 #@param {type:"integer"}
num_inference_steps = 50 #@param {type:"integer"}

# Run the pipeline, showing some of the available arguments
pipe_output = pipe(
    prompt=prompt, # What to generate
    negative_prompt="Oversaturated, blurry, low quality", # What NOT to generate
    height=480, width=640,                                # Specify the image size
    guidance_scale=guidance_scale,                        # How strongly to follow the prompt
    num_inference_steps=num_inference_steps,              # How many steps to take
)

# View the resulting image
pipe_output.images[0]
```

## Fine Tune Source Code
[<img src="https://colab.research.google.com/assets/colab-badge.svg">](https://colab.research.google.com/github/Li-Yan/Diffusion-Model/blob/main/Li_Yan_Stable_Defussion_Fune_Tuning.ipynb)