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Diff Transformer: Attention Mechanism for Long Context NLP

Introducing the Diff Transformer, which calculates attention scores as the difference between two separate softmax attention maps. This improves NLP tasks like long-context modeling, in-context retrieval, and mitigating hallucinations! Join the discussion with @ytz2024 here!

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