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  Data release for the paper Task-Agnostic Web Document Annotation with LLM-Generated Descriptors (forthcoming).
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- This dataset contains a descriptor-annotated version of a 10 billion token (~14 million document) [sample of FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT). The descriptors are generated via a task-agnostic data annotation pipeline described in the paper (link coming soon).
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- ### Data fields
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- - text: Document text
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- - doc_id: Document ID (these match those in the original FineWeb release)
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- - harmonized_descriptors: Schema mapped descriptors
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- - raw_descriptors: Free-form descriptors that do not follow the schema
 
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  ### Citing
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  If you use this data please cite the original FineWeb paper and the our paper.
 
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  Data release for the paper Task-Agnostic Web Document Annotation with LLM-Generated Descriptors (forthcoming).
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+ The descriptors are generated via a task-agnostic data annotation pipeline described in the paper (link coming soon).
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+ This Hugging Face dataset repository contains 5 distinct datasets:
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+ 1. a descriptor-annotated version of a 10 billion token (~10 million document) [sample of FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT).
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+ 2. The 800k label descriptor schema
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+ 3. The 500k document sample of FineWeb used to develop the schema along with the descriptor annotations and metadata from the generation.
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+ 4. The 100k document sample of FineWeb used to evaluate the schema along with the descriptor annotations and metadata from the generation.
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+ 5. Merge traces, i.e. the final schema with pointers to the original raw descriptors that lead to the final descriptor in the merging steps.
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  ### Citing
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  If you use this data please cite the original FineWeb paper and the our paper.