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--- |
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license: odc-by |
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language: |
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- en |
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tags: |
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- debug |
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- fineweb |
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- sample |
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size_categories: |
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- n<10 |
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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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- split: validation |
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path: data/validation-* |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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- name: id |
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dtype: string |
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- name: dump |
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dtype: string |
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- name: url |
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dtype: string |
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- name: date |
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dtype: string |
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- name: file_path |
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dtype: string |
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- name: language |
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dtype: string |
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- name: language_score |
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dtype: float64 |
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- name: token_count |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 25549 |
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num_examples: 10 |
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- name: validation |
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num_bytes: 14712 |
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num_examples: 8 |
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download_size: 42891 |
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dataset_size: 40261 |
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--- |
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# femto-fineweb |
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A tiny 10-sample subset of [FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb) designed specifically for debugging purposes. |
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## Purpose |
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This dataset contains only the first 10 samples from the FineWeb dataset, making it ideal for: |
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- Quick debugging of data pipelines |
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- Testing code without downloading large datasets |
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- Rapid prototyping and development |
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- CI/CD testing |
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## Dataset Structure |
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The dataset has the same structure as the original FineWeb dataset: |
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- `text`: The text content |
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- `id`: Unique identifier |
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- `dump`: CommonCrawl dump identifier |
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- `url`: Source URL |
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- `date`: Dump date |
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- `file_path`: Path in the dump |
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- `language`: Language code |
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- `language_score`: Language detection confidence |
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- `token_count`: Number of tokens |
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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("Butanium/femto-fineweb", split="train") |
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print(f"Dataset size: {len(dataset)} samples") |
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``` |
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## Source |
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This dataset is derived from [FineWeb (sample-10BT)](https://huggingface.co/datasets/HuggingFaceFW/fineweb) and inherits its ODC-BY license. |
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## Citation |
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If you use FineWeb in your research, please cite: |
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```bibtex |
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@software{penedo2024fineweb, |
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author = {Penedo, Guilherme and Kydlíček, Hynek and Cappelli, Anton and Wolf, Thomas and Sasko, Mario}, |
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title = {FineWeb: decanting the web for the finest text data at scale}, |
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month = May, |
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year = 2024, |
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url = {https://huggingface.co/datasets/HuggingFaceFW/fineweb} |
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} |
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``` |
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