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WanJuan-CC: A Safe and High-Quality Open-sourced English Webtext Dataset
To evaluate the quality and utility of the dataset, we trained 1B-parameter and 3B-parameter models using WanJuan-CC and another dataset, RefinedWeb.
Data-freeWeight Compress and Denoise for Large Language Models
Significantly, our method is characterized by without necessitating additional involvement of any corpus, while simultaneously preserving orthogonality in conjunction with pruning and quantization methods.
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