Recent content by holly_river

  1. holly_river

    AI Servers knowledge guide: improving troubleshooting

    A useful way to understand AI Servers is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is troubleshooting. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...
  2. holly_river

    Understanding Python: common mistakes and cost control

    One thing worth trying with Understanding Python: common mistakes and cost control is a controlled comparison around python and common. Use the same input for each test and note what changes in the output rather than judging from a single run. It also gives you a cleaner baseline if you want to...
  3. holly_river

    Understanding AI Freelancing: performance and best workflow

    A useful way to understand AI Freelancing is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is performance. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...