[Time zone converter] Exploit available AI PC resources, tapping into the full complement of CPUs, GPUs, and NPUs, in this practical workshop geared to professionals, as well as AI enthusiasts. Perform AI operations with tools from Hugging Face libraries to implement LLMs and power applications built for multimodal chat, integrating text, images, and audio inputs. Your skills will be advanced to accommodate the latest generations of AI PC and familiarize you with modern AI concepts, as well as the current hardware and software. This workshop equips you with the knowledge and skills to create practical applications, build a simple, functional LLM, and contend with the challenge of multimodal chat. The processes are clearly explained and clarified through expert instructions and a question-and-answer session will be held at the close of the workshop. Key takeaways - Configure the development environment for AI PCs
- Install PyTorch and set up the Hugging Face libraries
- Use the Transformers library by Hugging Face to integrate text, images, and audio inputs for multimodal chat on AI PCs
- Load pretrained LLMs from the Hugging Face Model Hub to build a simple multimodal chat application
- Introduce model quantization on AI PCs and implement these techniques to effectively create LLMs
Developers can work with the tools and technologies provided by Intel® Tiber™ Developer Cloud and learn how to obtain a wealth of resources in a robust, predictable environment. Polish your understanding of the latest AI technology and put your skills to work devising practical applications, expanding your options with versatile Hugging Face libraries. |