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# Qwen3-Inspired Pre-training Dataset
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## Overview
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This is a demo version with sampled data from each source.
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This dataset is a curated mixture of high-quality text data designed for large language model pre-training, inspired by the Qwen3 methodology.
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## Dataset Statistics
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**Total Size:**
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### Data Sources
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- **dclm_baseline**:
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- **mini_pile**: 1.43B tokens (
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## Data Processing Pipeline
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The dataset combines data from the following sources:
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- **DCLM Baseline**: High-quality web text from DataComp-LM
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- **Common Corpus**:
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- **The Stack**: Deduplicated source code
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- **Mini Pile**: Academic and reference texts
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## License
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# Qwen3-Inspired Pre-training Dataset
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## Overview
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This dataset is a curated mixture of high-quality text data designed for large language model pre-training, inspired by the Qwen3 methodology.
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## Dataset Statistics
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**Total Size:** 10.19 billion tokens
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### Data Sources
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- **dclm_baseline**: 6.21B tokens (60.92%) - 4,973,695 documents
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- **mini_pile**: 1.43B tokens (14.04%) - 999,249 documents
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- **common_corpus**: 1.01B tokens (9.87%) - 246,160 documents
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- **the_stack**: 0.96B tokens (9.4%) - 248,650 documents
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- **math_pile**: 0.59B tokens (5.77%) - 66,729 documents
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## Data Processing Pipeline
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The dataset combines data from the following sources:
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- **DCLM Baseline**: High-quality web text from DataComp-LM
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- **Common Corpus**: Multilingual web text corpus
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- **The Stack**: Deduplicated source code
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- **Mini Pile**: Academic and reference texts
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- **Math Pile**: Mathematical content and reasoning datasets
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## License
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