keras-nlp
data-science-ipython-notebooks
keras-nlp | data-science-ipython-notebooks | |
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2 | 1 | |
701 | 26,514 | |
3.1% | - | |
9.5 | 0.0 | |
6 days ago | about 2 months ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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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...
data-science-ipython-notebooks
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Beginner in Python for Data Science
data science ipython notebooks
What are some alternatives?
keras-core - A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.
manjaro-linux - Shell scripts for setting up Manjaro Linux for Python programming and deep learning
MAGIST-Algorithm - Multi-Agent Generally Intelligent Simultaneous Training Algorithm for Project Zeta
BirdNET - Soundscape analysis with BirdNET.
i6_experiments
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
Spectrum - Spectrum is an AI that uses machine learning to generate Rap song lyrics
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
returnn - The RWTH extensible training framework for universal recurrent neural networks
sports-betting - Collection of sports betting AI tools.
keras-cv - Industry-strength Computer Vision workflows with Keras
PMapper - A tool for quickly evaluating IAM permissions in AWS.