~/talk

Flutter Project with Gemma: A State-of-the-Art Open Model

Talkat Fluttercon Europe 2024 · 2024-07-03..07-05· [flutter, large-language-models]
slides:none on file

Gemma is an open model you can downloadable 4–5GB model and host as a private backend replacing some backend summarization or code completion services, it’s trained on 6 trillion tokens but positioned as a small language model so it runs faster and cheaper and runs on laptop/IoT for prototypes. Use Hugging Face or Kaggle to get weights, Colab or Vertex AI workbench to load and fine tune, it handles text tasks well but has bias and reasoning limits.

AI-written summary · about

  1. 0:00Introduction
  2. 1:07Google’s AI innovations
  3. 3:59Transformers explained
  4. 10:48AI impact on front-end jobs
  5. 12:35Gemma vs Gemini
  6. 17:32What is Gemma
  7. 23:51Using Gemma in projects
  8. 31:02Gemma in front-end apps
  9. 35:40Gemma limitations & ethics
  10. 36:44AI future in development
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