README: point arXiv badge to arxiv.org/abs/2607.19064

README: set arXiv badge alt text back to arXiv

README: sync System-level speed metric and tech-report badge with source

README: set arXiv id 2607.19064 (badge link + citation)

README: update citation to arXiv article entry

README: point arXiv badge to tech report PDF

README: sync Installation section (torch 2.13, CUDA wheel notes)

README: add MageFlowPipeline import to image-editing example

README: sync Installation section with source repo

README: restore title size, keep subtitle

README: enlarge title and subtitle

README: enlarge title

Update README

README: convert CLI flags description to a table

README: add project page badge

README: unify model badge style, add arXiv badge

README: collapse Performance section, add badges for all model-zoo repos

Fix README: close stray centered div, add badges

Add model card YAML metadata

Add files using upload-large-folder tool

initial commit