4A: MLOps on HPC

This is training material for an MLOps training. Machine Learning Operations have some distinct requirements compared to traditional software development. MLOps on HPC also have some specific aspects that are addressed as well.

What is it?

Note

See content/be/mlops

  1. mlops_on_hpc.pptx: Powerpoint presentation for the training.

  2. local_LLMs.pptx: Powerpoint presentation on using local Large Language Models.

  3. source-code: source code samples for the training.

  4. tools: instructions on tools used in the training.

Contents