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JOSA Workshop | Introduction to Open Source Generative AI

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In this hands-on workshop, we’ll dive into the exciting world of locally run AI models. By leveraging open source large language models (LLMs) and image generation techniques, we’ll empower ourselves with more control, flexibility, and at zero cost to create both textual and imagery content.

 

Whether you’re a developer, researcher, or enthusiast, this workshop will equip you with practical knowledge to harness the power of these AI models right on your local machine.

 

Registration

This workshop is free of charge, but seats are limited.

Apply to this workshop by filling this form: https://forms.josa.ngo/s/clylhewql003o10dlp17b3513 . We will inform you by email if you get accepted.

Priority is given to JOSA Members.

 

Minimum Laptop Specifications

Processor: 4-core Intel or AMD CPU.

Graphics Card: Nvidia RTX 2060 4GB VRAM. 

Ram: 16GB RAM.


Agenda

2:00-2:30

Introduction to LLMs and Generative AI:

  • Theory of LLMs
  • Understand the differences between open source LLMs and closed source pre-trained models.
  • Explore how LLMs mimic human behavior and perform various tasks like question answering, translation, and summarization.
    Categories of Generative AI
  • AI & Copyright concerns
2:30-3:00

Running Local LLMs:

  • Explore Open Source LLMs
  • Discussion on Alignment of commercial models.
  • Dive into tasks such as image captioning, visual question answering, and creative text-image composition
3:30-4:30

Text To Images:

  • Power of "Prompt Engineering".
  • Stable-Diffusion Model & Tuning models
  • Generative Fill
4:30-5:00

Q&A and Practical Demos:

  • Engage in discussions, ask questions, and participate in live demonstrations.
  • Experiment with generating images using LLMs on your own machine.

 

Trainer

Speaker Image

Deya Eldeen ElKhawaldeh

Mobile Engineer III @ Expedia Group

التاريخ والوقت

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