This path is for you if model cards, licenses, and file types on Hugging Face are a wall of nouns. It is meant to separate a model card, a license, and a file you can actually run. No part is live on this page yet. Start with Open-source AI explained, which is live, and come back when part 1 is up.
- 1 What Is Hugging Face? The Open-Source Hub, Not One Chatbot Treat Hugging Face as an open model and dataset hub, not a single chatbot. Learn Models, Datasets, Spaces, and inference options before you plan a migration. Scheduled · January 22, 2027
- 2 Navigating the Hugging Face Hub: Accounts, Organizations, Stars, and Collections Navigate the Hugging Face Hub with verified organizations, stars, collections, and Safetensors checks. Keyword search alone invites broken forks. Scheduled · January 23, 2027
- 3 Reading a Model Page Like a Human: Model Cards, Licenses, and Specs Audit Hugging Face model pages for license, hardware footprint, chat templates, and independent benchmarks. Marketing claims are not a deployment plan. Scheduled · January 24, 2027
- 4 Hugging Face Spaces: Try and Share AI Demos Without Code Use Hugging Face Spaces with Gradio or Streamlit to share live AI demos without local GPU setup. Put secrets in Space Secrets, not in Git. Scheduled · January 25, 2027
- 5 Hugging Face Datasets: Previews, Cards, and Provenance Audit Hugging Face datasets with Parquet previews, cards, and license tags. Stream with zero local disk when you can, and skip non-commercial scrapes for paid products. Scheduled · January 26, 2027
- 6 Hugging Face Inference Paths: Serverless, Dedicated, and Local Route Hugging Face models across serverless APIs, dedicated endpoints, partner clouds, and local vLLM or Ollama. Match the tier to latency, compliance, and cost. Scheduled · January 27, 2027
- 7 When Hugging Face is Overkill: Rules, SQL, and Classical Machine Learning Escalate from rules and SQL to classical ML, then embeddings, then LLMs only when simpler tools fail. Hugging Face is powerful and often more than you need. Scheduled · January 28, 2027
- 8 Hugging Face Hub Safety: Secrets, Pickles, Shady Spaces, and Licenses Harden Hugging Face usage with Safetensors-only loads, Vault Secrets, Space sandboxes, and SPDX license audits. Open weights are not automatically safe. Scheduled · January 29, 2027