If you want to produce stunning visuals but have no drawing education or skills, you do not need to worry because you can use AI art generators. AI art generators are tools that analyse your textual inputs and generate new and unique visuals for you. When it comes to the most popular and high-quality AI art generators, Stable Diffusion is one of the options. However, Stable Diffusion has a more complex structure and access than other AI art generators.

In this article, we will discover what Stable Diffusion is and how you can access it!

Ready? Let's dive in!


  • Stable Diffusion is an AI art generator developed and publicly available by Stability AI.
  • Stable Diffusion works with AI technologies such as natural language understanding, neural networks, deep learning, machine learning, training data and parameters.
  • Stable Diffusion has three different AI image generator models; SDXL Turbo, Stable Diffusion XL, and Stable Diffusion 3.
  • The first method to access Stable Diffusion is to download its code from Stability AI's official website.
  • It is possible to run the Stable Diffusion model on your desktop via AUTOMATIC1111.
  • If you are looking for a more practical and easy-to-use AI art generation tool than Stable Diffusion, ZenoChat by TextCortex is designed for you.
  • In addition to the AI art generation feature, ZenoChat also offers features such as web access, text generation, paraphrasing and translation.

What is Stable Diffusion?

Stable Diffusion is a deep learning model that generates high-quality artwork from textual or visual images. You can convert a textual prompt depicting the visual you want to produce into stunning artwork using the Stable Diffusion model. Stable Diffusion also supports visual inputs in addition to textual input.

what is stable diffusion

How Does Stable Diffusion Work?

The stable Diffusion model uses natural language understanding technology to analyse textual inputs. Then, the analysed input parameters are processed with trained data and neural networks and used to generate new and unique visual output.

When you enter visual input into Stable Diffusion, it employs diffusion models and makes the images blurry. Then, starting from those blurry images and using technologies such as neural networks, it generates a new image that becomes increasingly sharper and clearer.

Stable Diffusion Models

Although Stable Diffusion is a model used for artwork generation, it also has models that can generate audio and video. However, Stable Diffusion image creator comes with 3 models designed for different purposes;

  • SDXL Turbo
  • Stable Diffusion XL
  • Stable Diffusion 3

Stable Diffusion Features

Unlike other AI art generators, Stable Diffusion works by first blurring the given input and then converting it into a new image that becomes increasingly sharper. Thanks to this feature, you can generate more accurate and creative visual outputs. Moreover, Stable Diffusion offers its users options that can directly change the process and output, such as blur density and number of generation steps.

Stable Diffusion has two basic features: text-to-image and image-to-image. Its text-to-image feature can transform parameter-triggered descriptive prompts into high-quality, creative, and unique images. Its image-to-image feature is designed to generate a new image based on the images you enter as input. Using this feature, you can convert any portrait to genres such as surrealism, hyperrealism, cartoon, or pixel art, or change the portrait's hair or eye color.

How to Access Stable Diffusion?

Although Stable Diffusion is one of the best options for AI art generation, accessing it is a complex process. There are two basic ways of accessing the Stable Diffusion model. Let's examine these ways together.

1-) Stability AI

The first way to access Stable Diffusion models is through Stability AI. Stability AI is an AI research lab that developed Stable Diffusion models and announced them in 2020. Unlike other AI art generators, Stability AI is one of the first research labs to make the Stable Diffusion model publicly available.

To access Stable Diffusion models, you can visit Stability AI's official website and download the code of the model you want to use to your desktop. If you are going to use Stable Diffusion models for non-commercial purposes, you can use them for free. If you are going to use Stable Diffusion models for commercial purposes, you need Stability AI membership.

stability ai

2-) Stable Diffusion by AUTOMATIC1111 on Desktop

The most effective and popular method to access the Stable Diffusion model is to install it on your PC via stable-diffusion-webui by AUTOMATIC1111 on GitHub. To install the Stable Diffusion AUTOMATIC1111 model, you need to follow a few steps strictly;

  1. First, you need to download the latest version of Python to your desktop.
  2. Download the latest version of Git for Windows from the official website.
  3. Download Stable Diffusion Web UI by AUTOMATIC1111 from GitHub
  4. Run “webui-user.bat” from Windows Explorer as non-administrator

Once you run “webui-set.bat” you will see a command prompt screen. On this screen, you need to find a URL such as “” where you can access Stable Diffusion by AUTOMATIC1111. This URL is the web UI link of Stable Diffusion running on your desktop.

Stable diffusion by AUTOMATIC1111

You can start using Stable Diffusion when you enter this link in a web browser of your choice. It is also possible to use Stable Diffusion more efficiently by downloading different models and settings.

stable diffusion working locally

After entering your prompt and setting your Stable Diffusion parameters, you can start generating images by clicking the "Generate" button. You should not expect perfect results in the first images you create with Stable Diffusion. Instead, you can generate higher quality outputs by adding the changes you want to make to the output to your prompt.

how to set up stable diffusion locally

Best Stable Diffusion Alternative: ZenoChat (using DALL-E 3)

If you want to complete your basic and intermediate level AI artwork generation tasks without dealing with the complex output generation process, ZenoChat is designed for you. ZenoChat is a customizable AI assistant developed by TextCortex that aims to cater to a wide range of needs of its users.

In addition to its AI art generation capabilities, ZenoChat also offers features such as text generation, paraphrasing, summarization, translation, and web access. ZenoChat is available as a web application and browser extension. The ZenoChat browser extension is integrated with 30,000+ websites and apps, so it can accompany you anytime and anywhere.

How to Create AI Artworks via ZenoChat?

ZenoChat uses the DALL-E 3 model developed by OpenAI to generate visual output. Generating art via ZenoChat is a straightforward and simple process, here is how:

  • Create Your Free TextCortex Account
  • Head to the TextCortex Web Application
  • Select ZenoChat from the Left Menu
  • Enable Image Generation

Afterwards, you can enable ZenoChat to convert your prompts into high-quality, creative, and unique visuals by typing the prompt type. You do not need advanced prompt engineering skills to generate visual output with ZenoChat. ZenoChat will rewrite every prompt you enter into a high-quality DALL-E 3 prompt to reduce your workload and produce the visuals you desire.