Datasets:
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Data release for the paper Task-Agnostic Web Document Annotation with LLM-Generated Descriptors (forthcoming).
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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.
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