Do we need Attention? - Linear RNNs and State Space Models (SSMs) for NLP
Sasha Rush · 3 则 HN 推荐
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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.
HN 推荐的原因： HN commenters recommend it for building intuition about state space models and the tradeoffs between transformer and SSM layers.
“I highly recommend Sasha Rush's video on it” 阅读 HN 讨论 ↗