xLSTM: The Sequel To The Legendary LSTM
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The LSTM sequel by Sepp Hochreiter is finally here, surpassing its own self by 300x and even Mamba architectures. This innovative architecture blends Scalar and Matrix LSTMs, offering a great performance increase in benchmarks and language modeling tasks. This could be big??
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LSTM (1997)
[Paper] https://deeplearning.cs.cmu.edu/F23/d...
xLSTM (2024)
[Paper] https://arxiv.org/abs/2405.04517
[unofficial resource collection] https://github.com/AI-Guru/xlstm-reso...
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