Getting Started with Hugging Face: Explore AI Models and Demos

Discover how to browse, test, and use thousands of free AI models and interactive demos called 'Spaces' directly in your web browser – no installation or coding required.

6 min read·25 June 2026

Curious about artificial intelligence (AI) but not sure where to begin? Hugging Face is a fantastic online platform where you can try out thousands of different AI tools without needing to understand complex code or install any software. 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 AI app called a "Space" – all from your web browser. This guide is perfect for anyone who's keen to see AI in action, from students to small business owners.

✅ Before you start

A device with internet access: A laptop, desktop computer, tablet, or smartphone will work. This guide focuses on the web browser experience.
A modern web browser: Use Chrome, Edge, Safari, or Firefox for the best experience.
A free Hugging Face account (optional): You don't need to sign up to try demos, but creating a free account allows you to "like" and bookmark your favourite models and Spaces for later.
No paid plan needed: All features covered in this guide are available on Hugging Face's free tier.
Rough total time: Expect to spend about 10-15 minutes actively following along.

Open the Hugging Face Model Hub

The first step is to visit the Model Hub, which is like a massive online library for AI models. An AI model is essentially a computer program designed to perform a specific task, such as understanding text, generating images, or translating languages, after being "trained" on lots of data. The Model Hub is where the Hugging Face community shares these models.

💬 ExampleIn your web browser's address bar (the long white box at the top where website addresses appear), type `https://huggingface.co/models` and then press the **Enter** key on your keyboard.

You'll know it worked when a page loads showing a grid of "model cards," each with a short name, a small icon or image, and often a brief description. If it looks different, ensure you typed the address correctly, or search for "Hugging Face Models" on Google and click the official link.

Search for an AI model to explore

Now that you're in the Model Hub, you can search for a specific type of AI model. Think of this like searching for a book in a library. At the top of the page, there's a search box you can use. You can type in a task you're interested in, like "text generation" or "image classification."

💬 ExampleLocate the search bar, which is usually a prominent input field near the top of the page, often with a magnifying glass icon next to it. Type **sentiment analysis** into this box and press **Enter** (or click the search button if there is one).

You'll know it worked when the page refreshes, and the grid of model cards changes to display models specifically designed for "sentiment analysis." This is a type of AI that can determine the emotional tone of text – whether it's positive, negative, or neutral. If it looks different, double-check your spelling or try a simpler search term like "text" or "image."

Try a model's demo (no coding required)

Once you've found an interesting model, you can try it out directly. Many models on Hugging Face come with a ready-to-use demo interface called an Inference API (or simply "Demo"). This allows you to provide an input, like a piece of text or an image, and see the model's output without writing any code.

💬 ExampleScroll through the sentiment analysis results and click on a model card that seems interesting, for instance, one with a name like "DistilBERT-sentiment-analysis." On the model's dedicated page, look for a tab near the top labelled **Demo** or **Inference API**. Click this tab. You'll then see a simple form, often with a text box labelled "Enter text." Type the sentence "I love exploring new places on my holidays!" into this box, and then click the **Run** or **Compute** button.

You'll know it worked when, after a few seconds, the model displays its analysis, usually a label like "Positive," "Negative," or "Neutral," sometimes with a percentage score. If it looks different, some models might not have a demo tab; simply go back and try another model.

Experiment with an interactive AI app (a Space)

Beyond individual model demos, Hugging Face also hosts "Spaces." A Space is a complete, interactive web application built around one or more AI models. Think of it as a mini-website where you can play with AI using sliders, upload buttons, or drawing tools, all running in your browser.

💬 ExampleIn the main navigation bar at the top of the Hugging Face website, look for a link labelled **Spaces** and click it (or you can directly visit `https://huggingface.co/spaces`). Once on the Spaces page, find the search bar, which works just like the Model Hub search. Type **stable-diffusion** and press **Enter**. Click on one of the "Stable Diffusion" Spaces that appears in the results (often the first official one). On the Space's page, you'll see a big button to **Open** the app. Click it. The Space will load, usually presenting an image-generation interface. In the prompt box, type "a vibrant sunset over a eucalyptus forest, impressionist painting" and then click **Generate** or **Create**.

You'll know it worked when the AI creates an image based on your text description and displays it on the screen. If it looks different, some Spaces might take a moment to load, or they might have different input fields; just follow the on-screen instructions.

Save or share your AI creations

After creating something cool with a demo or a Space, you'll often want to save it or show it off. Most Hugging Face demos and Spaces include simple options to do this. This is important because the results from these quick demos aren't usually saved permanently on Hugging Face's servers unless you explicitly store them.

💬 ExampleIf you've just generated an image in a Stable Diffusion Space, look for an icon that looks like a downward arrow (for download) or two overlapping squares (for copy). Click the **Download** icon.

You'll know it worked when the image file is saved to your device's "Downloads" folder, ready for you to attach to an email, share on social media, or print. If it looks different, some text-based demos might have a "Copy" button next to the output, which will copy the text to your clipboard.

⚠️ Common mistakes

Forgetting to click "Run" or "Generate": Typing your input into a demo text box won't do anything until you actively click the button that processes your request. Always look for an explicit action button like Run, Generate, Compute, or Submit to make the AI work.
Uploading large files: Many free demos and Spaces have limits on the size of files (like images or audio) you can upload. If your file is rejected, try a smaller one or an image with lower resolution. Starting with small files is a good practice.
Assuming you need to install software or code: A common misconception is that using AI requires programming knowledge. For all the steps above, the AI processing happens on Hugging Face's servers, and you interact with it entirely through your web browser – no programming language or installations are required.

🚀 Try it now

Open a new tab in your web browser and go to https://huggingface.co/models. Once there, type summarization into the search bar at the top and press Enter. Click on the first model card that appears, look for its Demo tab, paste a short paragraph from a news article into the input box, and hit Run. You'll see the model’s summary in under two minutes – that’s your first hands-on AI experience with text summarisation!

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

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