[RomanczuG]

Behind the Scenes

Better GPU: The biggest improvement was being able to rent better GPUs and massively expand the dataset—this really boosted the model’s capabilities.

Expanded Context Window: I’ve effectively doubled the model’s “memory,” so it now handles shortcuts with 10-14 actions much more reliably. In testing, it’s done a great job keeping all the steps straight, even for complex workflows.

Fewer Hallucinations: One of the biggest complaints was the model inventing random actions or looping endlessly. After a ton of fine-tuning, that’s mostly resolved. If it still happens, please let me know!

Speed Boost: Probably the biggest change. The model is about 7–8x faster than before, thanks to optimized code and better hardware. No more waiting 15 minutes for a shortcut.

I’m happy to chat or troubleshoot if you notice anything weird!