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Shusheng Yang · Jihan Yang · Pinzhi Huang · Ellis Brown · Zihao Yang · Yue Yu · Shengbang Tong · Zihan Zheng · Yifan Xu · Muhan Wang · Rob Fergus · Yann LeCun · Li Fei-Fei · Saining Xie
Yanbing Chen · Ruilin Wang · Zihao Yang · Lavender Yao Jiang · Eric Karl Oermann
Packing and shuffling tokens is a common practice in training auto-regressive language models to prevent overfitting and improve efficiency. Documents are typically concatenated to chunks of maximum sequence length (MSL) and shuffled in chunks of tokens (atom-size chunk), possibly breaking contex...