Top-10 Best Stable Diffusion Models to Try

Stable Diffusion is taking over the world, allowing anyone to generate images using artificial intelligence technology in a variety of styles. You can create a photorealistic image of a person or a highly detailed digital illustration of a landscape, all at the touch of just a few buttons. Carefully crafted cues and a specially trained model create high-quality images that can be used in a wide variety of projects.

With so many options, finding the perfect model for your idea can be challenging. Artificial intelligence enthusiasts are not afraid to mix and match different models, train new models on specific datasets, and even create their own models. Thanks to this growing community, the creative use of Stable Diffusion in projects is becoming more and more widespread.

To help you get started, here are the top 10 best stable diffusion models to try out!

What is a stable diffusion model?

Simply put, stable diffusion models allow you to control the style of image generation. Using a model trained on real images can produce realistic results, such as a photorealistic portrait. On the other hand, if you use a model trained on watercolor illustrations, you can get an image that looks like it was painted in the same style.

Users are creating, mixing and inventing new patterns every day. With learning becoming easier and faster, it doesn't take long for a model to understand all the subtleties and nuances of a particular style. This opens up the possibility of training models for very specific styles and purposes.

In this article, we will look at "control points", which are ".ckpt" files used to store model weights. Using these control points, you can generate images in a particular style without having to enter complex hints.

What is the difference between CKPT and SafeTensor?

Model data files are used to store the information produced by the machine learning model. There are two types of model data files: .ckpt and .safetensor. These files contain the same information, but .safetensor files are considered safer because they do not use the pickle module.

The pickle module in .ckpt files can be used by malicious users to execute arbitrary code that can damage your computer or compromise your data. It is important to use caution when working with .ckpt files and only use them from trusted sources. As a general rule, never unzip data that may have come from an untrusted source or has been tampered with.

In summary, although both types of model data files use the same datasets to generate images, .safetensor files are the safer option due to vulnerabilities associated with the pickle module in .ckpt files.

The 10 best stable diffusion models

We've collected 10 of the best stable diffusion models that you can use to create stunning images in a variety of styles. Whether you want photorealistic results or strive for illustrations, these models will get the job done.

To give each model a fair chance, we tested them with the same inputs: portrait, landscape and illustration. All other settings correspond to the current default settings of the AUTOMATIC1111 web interface. Thus, we can compare the results of each model for different types of input data.

Realism is one of the most challenging topics when it comes to creating images with artificial intelligence. Since our eyes are trained to recognize the smallest details and imperfections, it is difficult for a machine to create a photorealistic image. However, Realistic Vision has managed to achieve amazing results with its trained model.

The model was able to create a realistic female portrait, which is almost perfectly in line with our assignment, the only problem is the "white background". On the other hand, the landscape turned out stunning and very accurately captures the natural beauty of the scene. Finally, the illustration demonstrates Realistic Vision's ability to capture the details and nuances of digital art.

We recommend this model to anyone who wants to create photorealistic images using artificial intelligence. Don't forget that by using operational engineering, more steps and other techniques you can achieve even better results. We recommend reading the Civitai page to learn more about the recommended settings for this fantastic model.

DreamShaper is more of an illustration style with its beautiful sense of digital art. This model performed particularly well in the Portrait assignment, creating a stunning work of art that conveys the feelings and stylistic elements of the subject.

With a landscape background, DreamShaper managed to create an interesting and complex image with bright colors and fascinating details. The illustration showcases bright colors and a variety of shapes that bring the image to life.

This model is recommended for anyone who wants to create illustrations using AI models. You can also use different settings to make the results look more like digital artworks. For best results, we recommend trying different options for the number of steps and quick design techniques.

AbyssOrangeMix3 is a great model for illustrations. The model is quite stylized, which is evident in our examples. Even with minimal prompting, the model came up with interesting images with intricate details, such as the hat in the portrait or the ice cubes and lime slice in our illustration.

This model is another embodiment of the "anime" style, in which the main emphasis is on bright colors and interesting shapes. When working with the landscape, AOM3 was able to create an interesting composition with a minimum number of cues, which is quite impressive.

We recommend this model to anyone looking for something less realistic in illustrations with heavy stylization gravitating towards Japanese style. With a little tweaking and a suitable VAE you can realize all your ideas.

Anything is a model designed to create "anime" style images, which means that most generations will relate to the heavily stylized illustration style. Fans of the Japanese genre can rejoice, as the Anything model is carefully designed to create such images.

This is especially evident in the portrait assignment: the model created a young heroine with intricate details. Despite the cartoonish look, Anything was able to create a stunning landscape with soft colors. Finally, the illustration demonstrated Anything's ability to create complex shapes and elements.

If you're looking for anime inspired images, the Anything model is the one for you. We recommend playing around with VAE to get the most out of this fantastic Stable Diffusion model.

MeinaMix is one of the most popular models for a reason. This model is capable of creating wonderful illustrations with a distinctive painting-like quality. Like Anything, MeinaMix is oriented toward an anime style of working with people, but it is also capable of creating complex illustrations.

MeinaMix is a model created from different models. Its creator has taken the best parts of several other models and essentially put them together to create a new, better model. This means you get the best of all worlds at the end.

This is a great model for use in digital art. It should be noted that MeinaMix focuses on Japanese style when creating people, so don't expect photorealistic people from this model.

"This model gives you the ability to create anything you want," says the creator of this incredible Stable Diffusion model.

Unlike the other models on our list, Deliberate requires more detailed cues to achieve optimal performance. Therefore, we introduced more detailed prompts during testing to realize its full potential.

Deliberate uses a style that can be characterized as a mixture of digital art and realism, which is especially evident in our portrait assignment. The image turned out to look like a beautiful work of art, with vibrant colors and intricate details.

The landscape created by Deliberate also looks stunning, showcasing a variety of shapes and textures that bring the image to life. Overall, Deliberate is a great choice if you need an AI model that can create complex illustrations with realistic elements.

As the name suggests, Elldreths Retro Mix is a model inspired by vintage artwork. It uses a combination of colors, shapes and textures to create the perfect retro look for your illustrations.

Our illustration was a great example of this, as the image created had a vintage feel that would be hard to replicate without AI models like this one. The colors are vibrant, but it looks like it's from an old comic book. This AI model is perfect for creating vintage style illustrations, and it should be on your list if you want to create just such a piece of artwork.

Overall, Elldreths Retro Mix is a fantastic Stable Diffusion model that allows you to realize your retro ideas without the hassle of manual editing. It's easy to use and produces beautiful results that convey a unique style. If you're looking for vintage style art, this model is definitely worth a look.

Protogen is another photorealistic model capable of creating stunning AI images using all the features of Stable Diffusion. Unlike most of the other models on our list, this model is more focused on creating believable people than landscapes or abstract illustrations.

We tested Protogen by entering a portrait request and were amazed at the results. The output was a photo-like image that was incredibly detailed and realistic.

Protogen's appeal lies in its use of Granular Adaptive Learning, a machine learning strategy that focuses on fine-tuning the lesson rather than making total adjustments to the model. This approach allows you to modify the model to address specific features or patterns in the data without relying heavily on general trends.

OpenJourney is a model inspired by Midjourney, a Discord-based AI that was used to create artwork. This model focuses on creating artwork and landscapes, both of which are stunningly beautiful. It is important to note that the model performs better when given more hints, but we decided to stick with the standard simple hints.

Nevertheless, the results were impressive: OpenJourney was able to create images that look as if they could have been made by a real artist. In conclusion, OpenJourney is an artificial intelligence model that stands out for its ability to turn simple clues into stunningly beautiful works of digital art.

With its unique style, OpenJourney is a great choice for those who want to create something special from their AI illustrations.

Modelshoot amazed us with incredibly realistic images created from simple prompts. Modelshoot's ability to reproduce photorealistic images is impressive, and it can be used for a variety of purposes, such as creating beautiful portraits or backgrounds.

The results are stunning, and this AI model is perfect for those who want to create stunning images that look like they were shot by a real photographer. This style was particularly evident in the landscapes. We got the impression that we had sent a photo rather than a prompt, as the resulting image was incredibly detailed and accurately captured the real picture.

Overall, Modelshoot is an artificial intelligence model that can create stunning photorealistic images with ease. It is ideal for creating professional images without having to do any actual photography.

How to set up a stable diffusion model?

Installing the Stable Diffusion model of your choice is relatively simple and can be accomplished in a few easy steps.

1. Load the model from its source repository. Depending on the platform you are using, this step may vary slightly.
2. Once downloaded, go to the Stable Diffusion folder and place the .ckpt or .safetensors file in the"models">"Stable-diffusion" folder.

That's it! Now your model should be ready to use. Just start it up and enjoy the amazing results!

Conclusion

Stable Diffusion is a powerful tool for creating AI-generated images. With a wide range of models to choose from, you can easily create anything from abstract paintings to photorealistic landscapes. Whether you're going for a vintage style or something more modern, Stable Diffusion has something for everyone.

We hope this article has given you an idea of the platform's features and helped you find the perfect model for your project. Happy exploring!