--- language: - en license: cc-by-4.0 size_categories: - 1M

Details for WebSight-v0.1 (HTML + CSS)

## Data Fields An example of a sample appears as follows: ``` { 'images': PIL.Image, 'text': '\n\n{body}\n', } ``` 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 ``, 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 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 `'\n\n{body}\n'`.

Details for WebSight-v0.2 (HTML + Tailwind CSS)

## Data Fields An example of a sample appears as follows: ``` { 'images': PIL.Image, 'text': '\n\n{body}\n', } ``` where `body` is the body of the HTML code, containing directly the Tailwind CSS code and facilitating the straightforward training of a model. ## Data Splits There is only one split, `train`, that contains TO DO images and codes. ## Dataset Creation TO DO. For now, the creation of the dataset is documented in the technical report.

## 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. ### Citation Information If you are using this dataset, please cite our [technical report](https://arxiv.org/abs/2403.09029) ``` @misc{laurençon2024unlocking, title={Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset}, author={Hugo Laurençon and Léo Tronchon and Victor Sanh}, year={2024}, eprint={2403.09029}, archivePrefix={arXiv}, primaryClass={cs.HC} } ```