~/talk

Accelerate AI adoption

Talkat Google Cloud Next 2024 · 2024-04-09..04-11· [machine-learning, kubernetes]
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slides:none on file

Explains how a notebook connects to a GKE-managed TPU cluster to run large-model training end-to-end: create the GKE TPU cluster outside the notebook, start iPython kernels on all chips, install the iPython client, then control runs from the notebook. Shows Llama 2 70B on 64 TPU chips using AI Hypercomputer hardware and GKE orchestration, compares two variants of fully sharded data parallelization, and reports live outputs for choosing the best optimization.

AI-written summary · about

  1. 0:00Meet Mohan
  2. 0:45AI Hypercomputer for model training
  3. 1:27Architecture overview
  4. 2:10Wrap up
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