cover of episode Revamping Long Short-Term Memory Networks: XLSTM for Next-Gen AI

Revamping Long Short-Term Memory Networks: XLSTM for Next-Gen AI

2024/5/24
logo of podcast Machine Learning Tech Brief By HackerNoon

Machine Learning Tech Brief By HackerNoon

Shownotes Transcript

This story was originally published on HackerNoon at: https://hackernoon.com/revamping-long-short-term-memory-networks-xlstm-for-next-gen-ai). XLSTMs, with novel sLSTM and mLSTM blocks, aim to overcome LSTMs' limitations and potentially surpass transformers in building next-gen language models. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning). You can also check exclusive content about #llms), #neural-networks), #lstms), #xlstm), #deep-learning), #language-models), #natural-language-processing), #hackernoon-top-story), and more.

        This story was written by: [@aibites](https://hackernoon.com/u/aibites)). Learn more about this writer by checking [@aibites's](https://hackernoon.com/about/aibites)) about page,
        and for more stories, please visit [hackernoon.com](https://hackernoon.com)).
        
            
            
            XLSTM tries to give a comeback to the LSTMs that lost their glory to the Transformers. So, will XLSTMs deliver as promised? Or is it just a hype? Let's find out in this article.