docs/HF_RELEASE_STEPS.md

Hugging Face release steps

Suggested repository ID: kiruluta/Spectral-World-Models-Reproducibility

1. Install/update CLI: pip install -U huggingface_hub
2. Authenticate: hf auth login
3. Create repository: hf repos create kiruluta/Spectral-World-Models-Reproducibility --exist-ok
4. From the directory containing this folder, upload it to repository root: hf upload kiruluta/Spectral-World-Models-Reproducibility ./Spectral-World-Models-HF-Reproducibility-Final . --exclude '.pytest_cache/**' --exclude '**/__pycache__/**' --exclude '*.pyc'
5. Verify README, source, scripts, tests, versioned V6–V15.1 documents, and results/ on the Hub.
6. Create a frozen tag after verification: hf repos tag create kiruluta/Spectral-World-Models-Reproducibility v15.1-final -m "Final SWM reproducibility release through V15.1"

Do not upload access tokens, virtual environments, caches, or unrelated local checkpoints.