Update README with demo + training space links

Update README with demo + training space links

Deploy demo app (base vs fine-tuned comparison UI)

Rename asset images for clarity and update README links

Update README with final slide deck images and fix dashboard link

style: fix alignment and whitespace in README architecture diagrams

Update references: L40S -> A100 across codebase

Final documentation overhaul: Research-grade README and Blog

Fix: Restore mandatory HF Space metadata

Final submission polish: professional README, architecture docs, and plots organization

Remove gradio version pinning to fix huggingface_hub compatibility

Quote python_version to fix YAML parsing float issue

Force Python 3.10 in HF Spaces to resolve audioop issues

Fix Gradio version conflict in metadata

Add HuggingFace Spaces metadata

Update HF Space username to Harsh-9209

Initial commit for ConflictBench hackathon submission