kyegomez/SimpleMamba
Implementation of a modular, high-performance, and simplistic mamba for high-speed applications
This is a tool for machine learning engineers and researchers who are building or experimenting with new deep learning models. It provides a modular, high-performance building block called a 'Mamba block' and a State Space Model (SSM) that can be integrated into larger neural networks. You provide model parameters and input data, and it outputs processed tensors, which are ready for further use in your model architecture.
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Use this if you are a machine learning practitioner looking to incorporate Mamba architecture components or a full State Space Model into your deep learning projects for sequence processing.
Not ideal if you are an end-user looking for an out-of-the-box application for tasks like natural language generation or image classification, as this is a foundational model building tool.
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40
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1
Language
Python
License
MIT
Category
Last pushed
Nov 11, 2024
Commits (30d)
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