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Delve into the Diffusers Library with Intel® Tiber™ AI Cloud Premium

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Overview

Discover how to take maximum advantage of the diffusion models with the OpenVINO­™ toolkit and the enhanced version of the Intel® Tiber™ AI Cloud.

The Diffusers library offers rich access to pretrained models for generating sounds, images, visualizations, and structures, such as 3D renderings of molecules. The features are enhanced further through the premium version of the Intel Tiber AI Cloud and performance-tuned by the OpenVINO toolkit. This workshop gives developers insights into expert techniques and the full possibilities of the Diffusers library, covering these topics:

  • Becoming familiar with the premium tier available for Intel Tiber AI Cloud and the standard features of the free tier
  • Understanding the types of diffusion models in the library and the basics of latent diffusion
  • Working with the OpenVINO toolkit to enhance the performance of diffusion models and offloading models to use accelerators effectively
  • Going beyond Jupyter* Notebook to create GUIs using the premium tier of Intel Tiber AI Cloud to build unique, stunning experiences

Hands-on demonstrations of coding techniques require an Intel Tiber AI Cloud account.

The session is geared to intermediate and advanced developers. The session will give developers a solid perspective on the latest enhanced features of the Intel Tiber AI Cloud and the capabilities of the OpenVINO toolkit to improve diffusion model performance.

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