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Starts 5 June 2025 10:44

Ends 5 June 2025

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Deepdive into Gemma 3 - Technical Foundations and Architecture

Explore the technical foundations of Gemma 3 as Google's research team unveils the architecture, design principles, and innovations behind these lightweight, state-of-the-art open models.
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Overview

Explore the technical foundations of Gemma 3 as Google's research team unveils the architecture, design principles, and innovations behind these lightweight, state-of-the-art open models.

Syllabus

  • Introduction to Gemma 3
  • Overview of Gemma 3's role in AI development
    Historical context and evolution from previous versions
  • Architecture of Gemma 3
  • Core components and their interactions
    Innovations in neural network design
  • Design Principles
  • Philosophy behind Gemma 3's design
    Design trade-offs and decision-making process
  • Technical Foundations
  • Underlying algorithms and technologies
    Data handling and preprocessing techniques
  • Model Efficiency
  • Strategies for reducing model size
    Techniques to accelerate inference time
  • Scalability and Deployment
  • Challenges in scaling across platforms
    Deployment strategies for various use cases
  • Case Studies and Applications
  • Real-world applications demonstrating Gemma 3
    Success stories and key takeaways
  • Research and Development
  • Current research directions in Gemma 3
    Opportunities for community contributions
  • Future Prospects and Developments
  • Upcoming features and planned enhancements
    Long-term vision for Gemma 3
  • Conclusion
  • Recap of learnings
    Opportunities for further study and engagement with the Gemma 3 ecosystem

Subjects

Computer Science