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Chapter 5. Integration with Red Hat OpenShift AI

You can use Red Hat OpenShift AI and Red Hat AI Model Optimization Toolkit to experiment with model training, fine-tuning, and compression. The OpenShift AI integration of Red Hat AI Model Optimization Toolkit provides two introductory examples:

  • A workbench image and notebook that demonstrates the compression of a tiny model, that you can run on CPU, highlighting how calibrated compression can improve over data-free approaches.
  • A data science pipeline that extends the same workflow to a larger Llama 3.2 model, highlighting how users can build automated, GPU-accelerated experiments that can be shared with other stakeholders from a single URL.

Both are available in the Red Hat AI Examples repository.

Important

The OpenShift AI integration of Red Hat AI Model Optimization Toolkit is a Developer Preview feature.

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