Update README.md: replace GPU Scheduler Console images with current visuals for reset and dispatch states.

Enhance README.md: add benchmark comparison image, update GPU Scheduler Console visuals, and replace placeholder with live Hugging Face Space link.

Update project files: add .vscode to .gitignore, delete blog_draft.md and HUB_README.md, and update README.md with the live blog post link.

Fix README.md: restore Hugging Face Space YAML front matter

Restore full project documentation and add Hugging Face Space integration

Add result visualizations using Git LFS with xet storage

Remove extra docs from Hugging Face Space

Initial Hugging Face Space deployment