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README.md
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dtype: string
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- name: nutrition
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dtype: string
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- name: n_steps
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dtype: int64
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- name: steps
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dtype: string
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- name: description
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dtype: string
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- name: ingredients
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dtype: string
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- name: n_ingredients
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dtype: int64
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- name: random_reviews
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list: string
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- name: number_of_ratings
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dtype: int64
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- name: metadata
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struct:
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- name: recipe_id
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dtype: int64
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- name: variant
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dtype: int64
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- name: pdf_path
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dtype: string
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- name: image_paths
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list: string
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- name: layout_spec
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struct:
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- name: layout
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dtype: string
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- name: palette
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struct:
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- name: name
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dtype: string
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- name: bg
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dtype: string
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- name: accent
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dtype: string
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- name: text
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dtype: string
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- name: fontset
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struct:
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- name: name
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dtype: string
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- name: title
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dtype: string
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- name: body
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dtype: string
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- name: nutrition_viz
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dtype: string
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- name: section_order
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list: string
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- name: density
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dtype: string
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- name: noise
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dtype: float64
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- name: image
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dtype: image
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splits:
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- name: train
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num_bytes: 1785694845
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num_examples: 10096
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download_size: 2054668564
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dataset_size: 1785694845
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configs:
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- config_name: default
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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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license: mit
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task_categories:
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- image-to-text
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- text-generation
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language:
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- en
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tags:
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- recipes
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- food
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- multimodal
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- rag
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size_categories:
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- 10K<n<100K
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---
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# Recipe PDF Dataset
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A multimodal dataset of 10K+ recipes rendered as PDF images with full metadata.
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## Dataset Description
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Each sample contains:
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- **image**: Recipe rendered as a styled PDF page (PNG, ~1654x2339px)
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- **name**: Recipe title
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- **description**: Recipe description
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- **ingredients**: List of ingredients
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- **steps**: Cooking instructions
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- **nutrition**: Nutritional values (calories, fat%, sugar%, sodium%, protein%, sat.fat%, carbs%)
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- **random_reviews**: User reviews
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- **minutes**: Cooking time
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- **tags**: Recipe categories
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- **n_steps** / **n_ingredients**: Counts
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("your-username/recipe-pdf-dataset")
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sample = dataset["train"][0]
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# Access image
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sample["image"].show()
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# Access metadata
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print(sample["name"])
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print(sample["ingredients"])
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```
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## Source
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Generated from [Food.com Recipes](https://www.kaggle.com/datasets/shuyangli94/food-com-recipes-and-user-interactions) using custom PDF rendering with varied layouts, fonts, and color palettes.
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## Stats
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| Split | Samples |
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|-------|---------|
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| train | 10,096 |
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