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4 changes: 2 additions & 2 deletions flax/nnx/README.md
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Expand Up @@ -7,8 +7,8 @@ _**N**eural **N**etworks for JA**X**_ - | [docs](https://flax.readthedocs.io/en/
NNX is a JAX-based neural network library that focuses on providing the best development experience to make
building and experimenting with neural networks as easy and intuitive as possible.

* **Pythonic**: Modules are standard Python classes, promoting ease of use and a more familiar
development experience.
* **Pythonic**: Modules are standard Python classes, promoting ease of use and a more
familiar development experience.
* **Easy-to-use**: NNX provides a set of transforms that take care of state management, allowing
users to focus on building their models and training loops.
* **Expressive**: NNX allows fine-grained over the Module state with lifted transforms, enabling
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