Ultra-FineWeb π Technical Report | π¦ UltraData Collection | π UltraData | π€ MiniCPM4 Series | π€ MiniCPM5 Series English | δΈζ π Introduction 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, SkyPileβ¦ See the full description on the dataset page: https://huggingface.co/datasets/openbmb/Ultra-FineWeb.
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README.md
Ultra-FineWeb
Ultra-FineWeb π Technical Report | π¦ UltraData Collection | π UltraData | π€ MiniCPM4 Series | π€ MiniCPM5 Series English | δΈζ π Introduction 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, SkyPileβ¦ See the full description on the dataset page: https://huggingface.co/datasets/openbmb/Ultra-FineWeb.
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull openbmb/Ultra-FineWeb # Verify file integrity quantumshield verify openbmb/Ultra-FineWeb
About
Ultra-FineWeb π Technical Report | π¦ UltraData Collection | π UltraData | π€ MiniCPM4 Series | π€ MiniCPM5 Series English | δΈζ π Introduction 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, SkyPileβ¦ See the full description on the dataset page: https://huggingface.co/datasets/openbmb/Ultra-FineWeb.
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Pull with QuantumShield
quantumshield pull openbmb/Ultra-FineWeb Verify signatures
quantumshield verify openbmb/Ultra-FineWeb