Datasets:
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README.md
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## ๐ Introduction
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Ultra-FineWeb is a **large-scale, high-quality, and efficiently-filtered dataset**. We use the proposed efficient verification-based high-quality filtering pipeline to the FineWeb and Chinese FineWeb datasets (source data from Chinese FineWeb-edu-v2, which includes IndustryCorpus2, MiChao, WuDao, SkyPile, WanJuan, ChineseWebText, TeleChat, and CCI3), resulting in the creation of higher-quality Ultra-FineWeb-en with approximately 1T tokens, and Ultra-FineWeb-zh datasets with approximately 120B tokens, collectively referred to as ***Ultra-FineWeb
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## ๐ข What's New
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- **[2025.05.09]** **Ultra-FineWeb** technical report is available on [arXiv](). ๐ฅ๐ฅ๐ฅ
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## ๐ก Highlights
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## ๐ Introduction
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Ultra-FineWeb is a **large-scale, high-quality, and efficiently-filtered dataset**. We use the proposed efficient verification-based high-quality filtering pipeline to the FineWeb and Chinese FineWeb datasets (source data from Chinese FineWeb-edu-v2, which includes IndustryCorpus2, MiChao, WuDao, SkyPile, WanJuan, ChineseWebText, TeleChat, and CCI3), resulting in the creation of higher-quality Ultra-FineWeb-en with approximately 1T tokens, and Ultra-FineWeb-zh datasets with approximately 120B tokens, collectively referred to as Ultra-FineWeb. ***Ultra-FineWeb*** serves as a core pre-training web dataset for the [MiniCPM4 Series](https://huggingface.co/collections/openbmb/minicpm-4-6841ab29d180257e940baa9b) models.
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## ๐ข What's New
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- **[2025.05.09]** **Ultra-FineWeb** technical report is available on [arXiv](https://arxiv.org/abs/2505.05427). ๐ฅ๐ฅ๐ฅ
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- **[2025.06.06]** **Ultra-FineWeb-en** and **Ultra-FineWeb-zh** datasets are now available on Hugging Face, released alongside the [MiniCPM4 Series](https://huggingface.co/collections/openbmb/minicpm-4-6841ab29d180257e940baa9b) models.
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- HQ-Data Classifier, processing code, and evaluation code are coming soon... ๐๐
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## ๐ก Highlights
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