more finishing touches

Working locally, TBD HF space

Visualisation working on CPU via CUDA_VISIBLE_DEVICE=-1 python demo_patcher.py 'Daenerys Targaryen is in Game of Thrones, a fantasy epic by George R.R. Martin.'