Stable Diffusion is a popular text-to-image model which can convert your imaginable words into images. As the technology is maturing, the outputs generated by the model are improving. To add, Stable Diffusion comes with 1000+ models which are trained with custom approaches. In this article, we will discuss what Stable Diffusion models are, and how they work. I will also share list of 10 Best Stable Diffusion models you should try. So with a lot of excitement, let’s get started!
What is Stable Diffusion Model?
In simple words, a Stable Diffusion model works on a next level customization demanded by user. For example, if you want to generate an anime art using Stable Diffusion, there is a separate model for it. Similarly, you get a dedicated model for generating oil painting art in Stable Diffusion.
In this way, dedicated models provide full customization for users. Further in the article, I have provided top 10 best Stable Diffusion Models that are worth trying. So make sure to read till the end.
Difference between “.ckpt” and “.safetensor”
Machine learning models use model data files to store the information they learn. There are two types of model data files, “.ckpt” and .safetensor. As the safetensor models does not use pickle modules to process they are relatively safer.
However, the pickle model in .ckpt file is vulnerable to exploiters and threat actors. So if you are going to use .ckpt model, make sure to get it from a trusted source.
10 Best Stable Diffusion Models
Now let’s discuss each of the best Stable Diffusion models one by one.
AbyssOrangeMix3 (AOM3)
PC: SoftwareKeep
AbyssOrangeMix3 is an amazing Stable Diffusion Model which produces the best results with minimal prompting. If you are into less realistic, anime-style illustrations, this model is for you.
You don’t need to provide too many details for your prompt. Providing generic arguments in your prompt will amazingly generate detailed results for you. If you are
Anything V3
Anything V3 is a model trained for “Anime Style” image generations. This is one of the best Stable Diffusion models which fall under the Anime genre. Anime fans can enjoy creating detailed and stunning anime illustrations using this model.
On issuing a simple prompt of a girl, the model generated a young anime girl with its illustration-based style without requiring any additional or specified details. If you are an anime addict, you can enjoy generating your imaginative characters.
DreamShaper
DreamShaper is more of an illustration model which generates amazing illustration artwork through your imaginative words. The DreamShaper is also able to create stunning landscapes with vibrant colors. If you are looking to create illustrations using AI, DreamShaper can be one of the best Stable Diffusion models for you can go for.
MeinaMix
This is yet another model for creating stunning anime characters from your imaginative thoughts. MeinaMix is similar to Anything V3, however it is good in creating more complex illustrations with distinct painting quality.
This model is a collection of several other models. It generates output using information from other different models. So you can get the best output from all the relevant models.
Elldreths Retro Mix
This model is inspired by vintage artwork and uses a combination of colors, shapes, and textures to create the perfect retro vibe for your artwork. So if you are a fan of retro and vintage artwork, Elldreths Retro Mix is one of the best Stable Diffusion models for you.
OpenJourney
As the name suggests, this model is inspired by MidJourney AI. This model mainly focuses on creating realistic and stunning images. However, it is important to note that the more detailed prompts you will provide, the more realistic the output will be.
If you are a fan of MidJourney but can’t afford it for some reason, this model is absolutely for you. Moreover, you can check out the differences between MidJourney and Stable Diffusion here.
Protogen
Protogen is yet another Stable Diffusion model which focuses on creating realistic images. It is more focused on generating people instead of things, or landscapes. The model uses a machine-learning strategy that focuses more on fine-tuning the lesson instead of making sweeping adjustments to the output.
If you are looking to create stunning and realistic human faces, this is undoubtfully the best Stable Diffusion model for you.
Deliberate
According to the creator of this model, you can generate anything you want with this model. You have to provide a detailed prompt for this model to give you optimum performance. Deliberate blends digital art and realism to provide realistic outputs.
Realistic Vision
As humans, we are subconsciously trained to recognize imperfection or unrealism. For a machine, it is hard to produce something that is way too realistic for us. However, realistic vision is a model which uses all the mechanical powers to generate realistic images from our input. This model will produce almost perfect output according to your prompt.
Modelshoot
Modelshoot generates amazing output from simple inputs. The output from this model seems like it is a photograph captured by a premium camera. If you are looking to generate such images with AI, Modelshoot can be one of the best Stable Diffusion models for you.
