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cs.CL2024★ 1 cited
Toxicity of the Commons: Curating Open-Source Pre-Training Data
Catherine Arnett, Eliot Jones, Ivan P. Yamshchikov +1
Open-source large language models are becoming increasingly available and popular among researchers and practitioners. While significant progress has been made on open-weight model…
cs.CL2024
BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training
Pavel Chizhov, Catherine Arnett, Elizaveta Korotkova +1
Language models can largely benefit from efficient tokenization. However, they still mostly utilize the classical BPE algorithm, a simple and reliable method. This has been shown t…