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Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
Neural Information Processing Systems
Recently, various strategies for distributed training of large language models (LLMs) have been proposed.
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A Trichotomy for Transductive Online Learning
Neural Information Processing Systems
Quantitatively, we show a variety of bounds relating the number of mistakes to well-known combinatorial dimensions.
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