Phase 4 + 5a: add Stage 2 training and primary eval notebook

Phase 5: fix notebook rendering on GitHub (strip broken widget metadata)

Phase 5: add evaluation notebook with all three cross-dataset evals

Phase 2: complete dataset pipeline with end-to-end DataLoader test

Phase 2: add data acquisition notebook

Add files via upload

Create .gitkeep