Keras 3.0

• cupy

  24 9,557 9.9 Python

  NumPy & SciPy for GPU

  

  I did not expect anything interesting, but this is actually cool.

  > A full implementation of the NumPy API. Not something "NumPy-like" — just literally the NumPy API, with the same functions and the same arguments.

  I suppose it's like https://cupy.dev/

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• ivy

  17 14,017 9.9 Python

  Convert Machine Learning Code Between Frameworks

  

  See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks

• Keras

  83 62,164 9.9 Python

  Deep Learning for humans

  

  All breaking changes are listed here: https://github.com/keras-team/keras/issues/18467

  You can use this migration guide to identify and fix each of these issues (and further, making your code run on JAX or PyTorch): https://keras.io/guides/migrating_to_keras_3/

• keras-hub

  2 807 9.6 Python

  Pretrained model hub for Keras 3

  

  Yes, Keras can be used to build LLMs. In fact this is one of the main use cases.

  There are some tutorials about how to do it "from scratch", like this: https://keras.io/examples/nlp/neural_machine_translation_wit...

  Otherwise, if you want to reuse an existing LLM (or just see how a large one would be implemented in practice) you can check out the models from KerasNLP. For instance, this is BERT, basically just a stack of TransformerEncoders. https://github.com/keras-team/keras-nlp/blob/master/keras_nl...

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