unslothai/unsloth ? reverse-engineered prompt

I want to build a local AI studio that makes it super easy to run and train open-source models right on my own machine. It needs a clean web UI where I can just search for and download models like Gemma, Llama, or Qwen and start chatting with them. I'd also like to be able to upload my own files—like PDFs, images, and audio—and have the model work with them.

The other big part is fine-tuning. It should let me create training datasets automatically from my documents, maybe with a cool visual node editor to manage the data flow. During training, I want to be able to see live graphs of performance and GPU usage. Please make the underlying engine super efficient, so it trains models much faster and uses significantly less VRAM. The app should work across Windows, Mac, and Linux, with first-class support for NVIDIA cards but also plan for AMD and Apple Silicon.