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A pure NumPy implementation of Mamba.

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mamba.np

 

mamba.np is a pure NumPy implementation of Mamba.

                              mamba.np

Usage

 

$ python mamba.py "I have a dream that"
"""
I have a dream that I will be able to see the sunrise in the morning.

Token count: 18, elapsed: 18.57s, 1 tokens/s
"""

Citing mamba.np

 

If you use or discuss mamba.np in your academic research, please cite
the project to help spread awareness:

@misc{mamba.np,
  title = {mamba.np: pure NumPy implementation for Mamba},
  author = {Ido Hakimi},
  howpublished = {\url{https://github.com/idoh/mamba.np}},
  note = {mamba.np, MIT License}
  year = {2024},
}

References

 

Thank you to the creators of the following libraries and tools and
their contributors:

  * mamba-minimal - @johnma2006
  * llama3.np - @likejazz
  * The Mamba architecture was introduced in Mamba: Linear-Time
    Sequence Modeling with Selective State Spaces by Albert Gu and
    Tri Dao
  * The official implementation is here: https://github.com/
    state-spaces/mamba
  * Title image was generated by Microsoft Designer

About

A pure NumPy implementation of Mamba.

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Readme

License

MIT license
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170 stars

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Contributors 2

  * @idoh idoh idoh
  * @likejazz likejazz Sang Park

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  * Python 100.0%

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