Getting started with Hugging Face: a beginner's guide to AI models and demos

Learn how to browse, test and use thousands of free AI models and interactive demos (Spaces) right in your web browser – no install, no coding required.

4 min read·5 steps·25 June 2026

Hook: By the end of this guide you’ll be able to find a free AI model, run its demo, and even experiment with an interactive Space – all without writing a single line of code. It’s perfect for anyone who’s curious about AI but isn’t a developer.

✅ Before you start

A device with internet access – a laptop, tablet or phone will do.
A modern web browser – Chrome, Edge, Safari or Firefox.
(Optional) A free Hugging Face account – useful for bookmarking favourite models, but you can try demos without signing up.

Open the Hugging Face Model Hub

The Model Hub is the central catalogue where Hugging Face lists every AI model that the community shares. Think of it as a library shelf, but each “book” is a machine‑learning model you can read about or try.

💬 Try typing this**Example:** In your browser’s address bar type `https://huggingface.co/models` and press **Enter**. You’ll see a grid of model cards, each showing a short name and a thumbnail.➤

Search for a model you want to explore

At the top of the page there’s a search box. This works like a Google search but limited to AI models. You can type anything from “sentiment analysis” to “image generation”.

💬 Try typing this**Example:** Type **sentiment analysis** and hit **Enter**. The page refreshes with models that can judge whether a piece of text sounds positive, negative or neutral.➤

Open a model’s demo (no code needed)

Click on a model card that interests you. On the model’s page look for a tab or button called Demo or Inference API. This is a ready‑made interface that lets you type an input and see the model’s output instantly – similar to chatting with a bot.

💬 Try typing this**Example:** On the “DistilBERT‑sentiment‑analysis” page, click the **Demo** tab. You’ll see a text box labelled “Enter text”. Type “I love hiking on weekends.” and press the **Run** button. In a few seconds the model returns a sentiment label (e.g., *Positive*).➤

Try a Space (interactive AI app)

A Space is a web‑hosted app that runs a model behind the scenes, often with sliders, image upload fields or visualisations. Think of a Space as a specialised calculator you can use directly on the web.

💬 Try typing this**Example:** From the main navigation, select **Spaces** (or go to `https://huggingface.co/spaces`). Search for “stable‑diffusion”. Click the first result, then hit the **Open** button. You’ll see an image‑generation interface where you can type a prompt like “a sunset over a eucalyptus forest” and press **Generate** to see the AI create a picture.➤

Save or share what you’ve created

Most demos and Spaces include a Copy or Download button. Use it to keep a record of the output or to share with friends or colleagues.

💬 Try typing this**Example:** After generating an image in the Stable Diffusion Space, click the **Download** icon (usually a downward‑arrow). The picture saves to your device, ready to be attached to an email or posted on social media.➤

⚠️ Common mistakes

Skipping the “Run” button: Typing text into a demo box does nothing until you click Run or Generate.
Uploading huge files: Many demos limit uploads to a few megabytes; large files will be rejected with an error message.
Assuming you need to install Python: All the steps above happen entirely inside your web browser – no programming language required.

🚀 Try it now

Open a new tab, go to https://huggingface.co/models, type sentiment analysis into the search bar, and press Enter. Click the first model’s Demo tab, paste the sentence “Learning AI is fun!” and hit Run. You’ll see the model’s response in under two minutes – that’s your first hands‑on AI experience!

✦ Original step-by-step guide by AI World Co.'s AI editorial team. Written in plain language, reviewed for accuracy.

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