Duplicate from HuggingFaceM4/WebSight

Co-authored-by: Hugo Laurençon <HugoLaurencon@users.noreply.huggingface.co>

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README.md

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+---
+language:
+- en
+license: cc-by-4.0
+size_categories:
+- 1M<n<10M
+pretty_name: WebSight
+dataset_info:
+- config_name: v0.2
+  features:
+  - name: image
+    dtype: image
+  - name: text
+    dtype: string
+  - name: llm_generated_idea
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 368943620718.125
+    num_examples: 1922671
+  download_size: 144861710051
+  dataset_size: 368943620718.125
+- config_name: v0.1
+  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: v0.2
+  default: true
+  data_files:
+  - split: train
+    path: v0.2/train-*
+- config_name: v0.1
+  data_files:
+  - split: train
+    path: data/train-*
+tags:
+- code
+- synthetic
+---
+# Dataset Card for WebSight
+
+
+## Dataset Description
+
+WebSight is a large synthetic dataset containing HTML/CSS codes representing synthetically generated English websites, each accompanied by a corresponding screenshot.
+
+This dataset serves as a valuable resource for tasks such as generating UI codes from a screenshot.
+
+It comes in two versions:
+ - v0.1: Websites are coded with HTML + CSS. They do not include real images.
+ - v0.2: Websites are coded with HTML + Tailwind CSS. They do include real images.
+
+Essentially, here are the improvements in version v0.2, compared to version v0.1:
+- Websites include real images (related to the context of the website!!)
+- Usage of Tailwind CSS instead of traditional CSS
+- Contains 2x more examples
+- Contains more tables
+- Better resolution for the screenshots
+- Presence of a column indicating the LLM-generated idea to create the websites
+
+<details>
+  <summary>Details for WebSight-v0.1 (HTML + CSS)</summary>
+
+## 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>'`.
+
+</details>
+
+<details>
+  <summary>Details for WebSight-v0.2 (HTML + Tailwind CSS)</summary>
+
+## Data Fields
+
+An example of a sample appears as follows:
+```
+{
+    'images': PIL.Image,
+    'text': '<html>\n<link href="https://cdn.jsdelivr.net/npm/tailwindcss@2.2.19/dist/tailwind.min.css" rel="stylesheet">\n{body}\n</html>',
+}
+```
+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.
+</details>
+
+## 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}
+}
+```

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