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---
dataset_info:
features:
- name: image
dtype: image
- name: text
dtype: string
splits:
- name: train
num_bytes: 35386660486.65
num_examples: 822987
download_size: 31394170440
dataset_size: 35386660486.65
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: cc-by-4.0
tags:
- code
- synthetic
size_categories:
- 100K<n<1M
language:
- en
pretty_name: WebSigh
---
# Dataset Card for WebSight
## Dataset Version
Alpha version, v0.1.
## Dataset Description
This dataset consists of 823,000 HTML/CSS codes representing synthetically generated English websites, each accompanied by a corresponding screenshot (rendered with [Playwright](https://github.com/microsoft/playwright)).
This dataset serves as a valuable resource for tasks such as generating UI codes from a screenshot. Notably, it is used for the training of the forthcoming Idefics-2 model, aiming at augmenting its proficiency in generating website code based on a provided screenshot.
## Data Fields
An example of a sample appears as follows:
```
{
'images': PIL.Image,
'text': '<html>\n<style>\n{css}</style>\n{body}\n</html>',
}
```
where `css` is the CSS code, and `body` is the body of the HTML code.
In other words, the CSS code is embedded directly within the HTML code, facilitating the straightforward training of a model.
## Data Splits
There is only one split, `train`, that contains 822,987 images and codes.
## Dataset Creation
This dataset was created using [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) to generate random website ideas with the prompt
```
Generate diverse website layout ideas for different companies, each with a unique design element.
Examples include: a car company site with a left column, a webpage footer with a centered logo.
Explore variations in colors, positions, and company fields.
Don't give any explanations or recognition that you have understood the request,
just give the list of 10 ideas, with a line break between each.
```
which were then passed to [Deepseek-Coder-33b-Instruct](https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct) with the prompt
```
Create a very SIMPLE and SHORT website with the following elements: {idea}
Be creative with the design, size, position of the elements, columns, etc...
Don't give any explanation, just the content of the HTML code `index.html` starting with `<!DOCTYPE html>`,
followed by the CSS code `styles.css` starting with `/* Global Styles */`.
Write real and short sentences for the paragraphs, don't use Lorem ipsum.
When you want to display an image, don't use <img> in the HTML, always display a colored rectangle instead.
```
Following these steps, the HTML and CSS codes were extracted from the outputs of Deepseek-Coder and formatted into the structure `'<html>\n<style>\n{css}</style>\n{body}\n</html>'`.
## Terms of Use
By using the dataset, you agree to comply with the original licenses of the source content as well as the dataset license (CC-BY-4.0). Additionally, if you use this dataset to train a Machine Learning model, you agree to disclose your use of the dataset when releasing the model or an ML application using the model.
### Licensing Information
License CC-BY-4.0. |