ArXiv TLDR

Christopher Ré

2 papers · Latest:

Machine Learning

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

FlashAttention is an IO-aware exact attention algorithm that significantly speeds up Transformer training and enables longer context lengths by optimizing GPU memory access patterns.

2205.14135
Machine Learning

Can Foundation Models Wrangle Your Data?

This paper demonstrates that large foundation models can effectively perform classical data cleaning and integration tasks without task-specific training, achieving state-of-the-art results.

2205.09911

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