UI: Update fetch error message to 'AMD MI300X offline'

Fix: Change port to 7860 for Hugging Face Spaces compatibility

Fix: Update Node.js version to 20-alpine in Dockerfile for Next.js 16 requirement

Fix: Change colorFrom to a valid Hugging Face color

Fix: Add Hugging Face Space configuration to README.md

Deploy Next.js frontend with LFS assets

initial commit