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Update README.md
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README.md
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data_files:
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- split: train
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path: data/train-*
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---
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# Dataset Card for
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data_files:
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- split: train
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path: data/train-*
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license: cc-by-4.0
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tags:
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- code
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size_categories:
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- 100K<n<1M
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---
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# Dataset Card for TODO:FINDNAME
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## Dataset Description
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This dataset comprises 823k HTML/CSS codes representing synthetically generated websites, each accompanied by a corresponding screenshot.
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This dataset serves as a valuable resource for tasks such as fine-tuning vision-language models. Notably, it is used for the training of the forthcoming Idefics-2 model, aiming to augment its proficiency in generating website code based on a provided screenshot.
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## Data Fields
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An example of a sample looks as follows:
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```
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{
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'images': PIL.Image,
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'text': '<html>\n<style>\n{css}</style>\n{body}\n</html>',
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}
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```
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where `css` is the CSS code, and `body` is the body of the HTML code.
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In other words, the CSS code is embedded directly within the HTML code, facilitating straightforward training of a model.
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## Data Splits
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There is only one split, `train`, that contains 822,987 images and codes.
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## Dataset Creation
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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
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```
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Generate diverse website layout ideas for different companies, each with a unique design element.
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Examples include: a car company site with a left column, a webpage footer with a centered logo.
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Explore variations in colors, positions, and company fields.
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Don't give any explanations or recognition that you have understood the request,
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just give the list of 10 ideas, with a line break between each.
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```
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which were then passed to [Deepseek-Coder-33b-Instruct](https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct) with the prompt
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```
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Create a very SIMPLE and SHORT website with the following elements: {idea}
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Be creative with the design, size, position of the elements, columns, etc...
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Don't give any explanation, just the content of the HTML code `index.html` starting with `<!DOCTYPE html>`,
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followed by the CSS code `styles.css` starting with `/* Global Styles */`.
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Write real and short sentences for the paragraphs, don't use Lorem ipsum.
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When you want to display an image, don't use <img> in the HTML, always display a colored rectangle instead.
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```
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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>'`.
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## Terms of Use
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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.
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### Licensing Information
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License CC-BY-4.0.
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