add arxiv link

Add Demo Link

Update readme

Pin transformers==5.6.2 in install/version notes

README: drop venue, note tested transformers versions

Fix RoPE inv_freq + version-safe backbone reload in from_pretrained (compat transformers 5.x)

Add load-time DINOv3 key remap hook (compat transformers 4.56 & 5.6.x)

MIT license + DINOv3 license + project README

Upload folder using huggingface_hub

initial commit