Recent content by mia_panda

  1. mia_panda

    advanced workflows tutorial: a practical Gemma Models workflow

    This tutorial shows a simple repeatable way to work with Gemma Models while focusing on advanced workflows. Step 1: Define the result you want. Write down the output format, quality requirements, and any limits before you start. Step 2: Prepare a small representative example. Test with...
  2. mia_panda

    AI Robots knowledge guide: improving reliability

    A useful way to look at AI Robots knowledge guide: improving reliability is to focus first on robots and way. That tends to make the trade-offs easier to compare. It is usually easier to troubleshoot when each change is tested on its own.
  3. mia_panda

    Understanding Model Training & Fine-Tuning: performance and future improvements

    When working with Model Training & Fine-Tuning, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is performance. Define what a good result looks like before changing tools or settings, then test one variable...