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Fine-Tune LLMs and Optimize Inference with Intel® Gaudi® Accelerators

@IntelDevTools

Overview

Gain hands-on proficiency using Intel® Gaudi® accelerators by focusing on fine-tuning large language models (LLMs) and optimizing inference techniques.

During the hands-on stage of the workshop, complete the custom fine-tuning of state-of-the-art models by taking advantage of the Intel Gaudi accelerator capabilities.

The workshop covers these Intel® Gaudi® technology topics:

  • Discover effective techniques for fine-tuning LLMs.
  • Learn about parameters that are specific to the Intel Gaudi accelerator for training and inference.
  • Learn the best practices for model development.
  • Explore resources in APIs and libraries, including Microsoft DeepSpeed*, Optimum for Intel® Gaudi® AI accelerators, and PyTorch*. 
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