| | --- |
| | 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. |
