NX-AI/xlstm

Official repository of the xLSTM.

60
/ 100
Established

This project offers an advanced neural network architecture, xLSTM, designed for processing sequences of information efficiently. It takes in sequential data, like text, and produces new sequences or predictions, such as generating continuations of sentences. This is ideal for researchers and developers who are building or experimenting with large language models and need a powerful, performant alternative to existing architectures.

2,124 stars. Available on PyPI.

Use this if you are a machine learning researcher or engineer developing cutting-edge language models and need an architecture that excels in performance, especially for long sequences.

Not ideal if you are looking for an out-of-the-box application to use directly without deep machine learning development knowledge.

natural-language-processing large-language-models sequence-modeling deep-learning-research generative-AI
Maintenance 6 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 19 / 25

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Stars

2,124

Forks

173

Language

Python

License

Apache-2.0

Last pushed

Nov 04, 2025

Commits (30d)

0

Dependencies

18

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