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Literature-zh

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README.md CHANGED
@@ -1,3 +1,20 @@
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  ---
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  license: apache-2.0
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: apache-2.0
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  ---
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+
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+ A composite of Chinese books, papers, legal documents, and patents from common crawl.
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+
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+ **Data cleaning**
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+ - Text with more than 2% of non-Latin, non-Chinese characters are removed.
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+ - Text with large portions of special characters are removed.
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+ - Traditional Chinese is converted to simplified Chinese.
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+
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+ **Model filtering**
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+
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+ Qwen2.5-32B-Instruct is used to generate language quality annotation (on a scale of 1-5) for 398K Chinese samples and 250K English samples. An XLM-RoBERT-large classifier is trained with regression on these annotations. Any document receiving a score of 1 or 2 from the classifier is removed.
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+
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+ **Dataset Statistics**
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+
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+ Number of samples: 47,087,808.
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+
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+ Disk size: 214G parquet files.
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