Page	Content
Home	Overview and quick start
Terminology	20+ key terms from ML, NLP, and model concepts, plus common acronyms
Techniques	Training, alignment, and optimization methods (RLHF, RAG, LoRA, quantization)
Use Cases	AI applications across 12 industries (healthcare, finance, coding, creative work...)
Model Types	Architecture families — LLMs, CNNs, diffusion, GANs, MoE + comparison table
Prompt Guide	7 prompt patterns with templates and best practices
Math & Concepts	Core ideas (attention, loss, sampling) explained simply, plus key formulas

Run Locally

Serve the files with any static file server:

python3 -m http.server 8080

Then open http://localhost:8080.

Podman (Quadlet)

Run with Podman quadlets for systemd integration:

mkdir -p ~/.config/containers/systemd
cp alicia_demo.container ~/.config/containers/systemd/
systemctl --user daemon-reload
systemctl --user start alicia_demo.service

Then open http://localhost:8081.

Stop and remove:

systemctl --user stop alicia_demo.service
systemctl --user disable alicia_demo.service
rm ~/.config/containers/systemd/alicia_demo.container
systemctl --user daemon-reload

Build and run directly:

podman build -t alicia-ai-cheatsheet .
podman run -d --name alicia-ai-cheatsheet -p 9090:80 alicia-ai-cheatsheet

Then open http://localhost:9090.

Stop and remove:

podman stop alicia-ai-cheatsheet
podman rm alicia-ai-cheatsheet

Structure

index.html          Landing page
css/style.css       All styles (pink theme)
pages/
  terminology.html
  techniques.html
  use-cases.html
  model-types.html
  prompts.html
  math.html
Dockerfile          Podman container image

License

MIT