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Ultra-Scale-Playbook-Series

Learn how to scale LLM training efficiently on GPUs and clusters.

This is a companion repo to the YouTube video series that walks through the Hugging Face Ultra-Scale Playbook, with interactive notebooks per episode.

Target Audience

  • Intermediate ML/LLM developers
  • Comfortable with PyTorch and basic Transformer training
  • New to GPU cluster-level distributed training

Setup Instructions

git clone https://github.com/neuralkian/ultra-scale-playbook-series.git
cd ultra-scale-playbook-series
  • Use colab or local development to access notebooks!