Session
Workshop: Bring Your Fine-Tuned AI Model On-Device with Flutter
In this hands-on workshop, we’ll explore the groundbreaking family of open AI models by Google: Gemma. You’ll learn how to leverage the power of Gemma to build innovative Mobile and Web projects that run directly on-device or in the browser, without requiring an internet connection.
Together we are fine-tune the Gemma model with your data and integrate it into your Flutter app for running locally without internet connection
What you'll gain from this workshop:
- A deep understanding of Gemma's core functionalities and lightweight, state-of-the-art architectures.
- Insights into the benefits of using Gemma, including its open-source nature, versatility across tasks, and ability to run on-device or in the browser.
- Practical experience with fine-tuning Gemma models to achieve better results across a wide variety of tasks. Once fine-tuned, models require fewer examples in the prompt to perform well.
- Step-by-step guidance on how to integrate Gemma into your Mobile and Web applications, unlocking new possibilities for user interaction and app functionality.
-An overview of different Gemma models (CodeGemma, PaliGemma, etc.), their use cases, differences from Gemini, and tips on selecting the right model for your specific project needs.
Sasha Denisov
EPAM, Chief Software Engineer, Flutter and Dart GDE
Berlin, Germany
Links
Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers. If you suspect this profile to be fake or spam, please let us know.
Jump to top