Reorganise into per-dataset folders: move the j0126 affinity model to j0126/

Add ONNX export (opset 17, fixed [48,96,96] window) + card section

Fix download command: huggingface-cli -> hf

Add supervised from-scratch j0126 affinity checkpoint (MedNeXt-L, [48,96,96]) + model card

initial commit