keras-nlp
MAGIST-Algorithm
| keras-nlp | MAGIST-Algorithm | |
|---|---|---|
| 2 | 1 | |
| 701 | 5 | |
| 3.1% | - | |
| 9.5 | 3.8 | |
| 3 days ago | 9 months ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
keras-nlp
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Keras 3.0
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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Keras Core: Keras for TensorFlow, Jax, and PyTorch
Yes, you can check out KerasCV and KerasNLP which host pretrained models like ResNet, BERT, and many more. They run on all backends as of the latest releases (today), and converting them to be backend-agnostic was pretty smooth! It took a couple of weeks to convert the whole packages.
https://github.com/keras-team/keras-nlp/tree/master/keras_nl...
MAGIST-Algorithm
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What are some alternatives?
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i6_experiments
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IntroDLPython - This repository is updated by a number of introductory projects to deep learning with Python.