Intel Software

LLM Inferencing on Intel® CPUs and GPUs for AI PCs

Thursday, June 20, 2024, from 9:00am to 11:00am PT

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Build AI solutions with the Intel® Tiber™ Developer Cloud using the latest Intel hardware and software.

This workshop introduces developers to AI PCs from Intel and the latest models and tools from Hugging Face. Perform inference operations with Intel CPUs and the iGPUs based on hands-on experience with the Intel® Tiber™ Developer Cloud.

The following topics are covered in the session:

  • Introducing the new generation of AI PCs and their capabilities
  • Learning the fundamentals of LLMs and inferencing with Intel processors
  • Installing required dependencies to generate text
  • Downloading LLMs from Hugging Face
  • Performing inferencing and implementing text generation of an LLM on an Intel® Xeon® processor
  • Performing inferencing and implementing text generation of an LLM on a target Intel GPU
  • Explore open-source tools for performing inference operations on an AI PC

Hands-on demonstrations of these techniques require an Intel® Tiber™ Developer Cloud account. If you don’t have one, get one here.

Attend this workshop to sharpen your skills with AI PCs, LLM inferencing, and open-source Hugging Face resources.

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Speakers

Praveen Kundurthy

Presenter

Developer Evangelist, Intel

Ben Odom

Q&A

Technical Developer Evangelist, Intel