Recent content by jamesplan

This tutorial shows a simple repeatable way to work with GPUs for Local AI while focusing on useful tools. 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...

For Fine-Tuning knowledge guide: improving troubleshooting, I would separate the problem into setup, output quality and repeatability. fine-tuning and troubleshooting fits into that because it can change the result quite a lot depending on the workflow. It is usually easier to troubleshoot when...

I am trying to improve my approach to Research Agents and could use some practical advice. I am particularly interested in collaboration and testing. I would like to compare approaches that people have actually used rather than just theoretical suggestions. What would you tell someone trying...