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Sasha Rush

Do we need Attention? - Linear RNNs and State Space Models (SSMs) for NLP

About this video

Sasha Rush surveys linear RNNs and state space models as replacements for attention in transformer-style models, in a talk for MLSys. It covers the foundational preliminaries and predates Mamba.