Recent content by sofia4776

  1. sofia4776

    Open WebUI explained: a practical look at evaluation

    When working with Open WebUI, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is evaluation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you...
  2. sofia4776

    Key things to know about Sora and quality versus speed

    A useful way to look at Key things to know about Sora and quality versus speed is to focus first on sora and quality. 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. sofia4776

    Step-by-step evaluation tutorial for AI Security

    This tutorial shows a simple repeatable way to work with AI Security while focusing on evaluation. 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 something easy...