Add paper citation and comprehensive model card (#2)

Add arXiv citation (arxiv:2512.18542) to link paper (#1)

Update model card with comprehensive documentation and YAML metadata

Upload README.md with huggingface_hub

Model save

Training in progress, step 159

initial commit