Stable diffusion is a powerful technique for generating realistic and diverse images from text prompts. Also, there are a lot of stable diffusion models on the internet you can use to create different types of art easily.
It works by reversing the process of adding noise to an image until it becomes unrecognizable and then using a neural network to guide the removal of noise until the image matches the text.
In this blog post, we will introduce you to the top 5 models for stable diffusion that you can use for free in 2023.
Introduction
An open-source AI model for producing photos is called Stable Diffusion. It is comparable to DALL-E and Midjourney but is open source and available for anybody to use, alter, and enhance. In order to achieve specific designs more easily and more accurately, I’ve selected some of my favorite custom Stable Diffusion models in this article.
Diffusion models are widely used in various fields such as finance, economics, and engineering to study the spread of information, products, or diseases. These models are based on stochastic processes and are characterized by a random walk with drift.
Stable diffusion models are a class of diffusion models that have stable distributions, which means that the distribution remains the same when summed or multiplied. In this blog post, we will discuss the top 5 stable diffusion models that are currently used in research.
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1. Ghibli Diffusion stable diffusion
Ghibli Diffusion makes an effort to imitate Studio Ghibli’s aesthetic. It was made by @nitrosocke and is freely downloadable and usable by everyone on Hugging Face. Ghibli Diffusion is less well-liked than the other apps on this list, with 2.8K+ downloads in the previous month as of this writing on Hugging Face.
It does a good job, in my opinion, of emulating the aesthetic of various Studio Ghibli works. For some prompts, it does, however, cause artifacts, and the dataset used to fine-tune Stable Diffusion doesn’t appear to be that vast based on the outcomes.
You may access the Ghibli Diffusion model on Stablecog for free by visiting the following link:
Ghibli Diffusion will be pre-selected for you in the UI, you can enter a prompt and just click “Generate”.
Or if you want to use Ghibli Diffusion locally use the below links to download.
You can download ckpt file from the following link and install it inside of locally installed stable diffusion
Huggingface download link: – https://huggingface.co/nitrosocke/Ghibli-Diffusion/tree/main
2. Waifu Diffusion stable diffusion models
Model Waifu Diffusion wears anime-style clothing. Everyone can download and use it for free on Hugging Face thanks to the creation of harubaru. With 176K+ downloads in the past month on Hugging Face, Waifu Diffusion is by far the most popular model on this list.
In my opinion, it does a good job of staying true to the anime aesthetic. Unfortunately, this model might not be for you if you’re looking for SFW outcomes. In my tests, it was producing an excessive amount of NSFW photos for entirely family-friendly prompts.
Because Stablecog is an SFW tool and encountering too many NSFW errors makes for a worse than ideal experience, Waifu Diffusion is not available on Stablecog. The 26th of December will see a fresh release, according to Harubaru. I’ll test that model out to see if it makes handling NSFW content a little easier.
You can download file from the following link and install it inside of locally installed stable diffusion
Huggingface download link: – https://huggingface.co/hakurei/waifu-diffusion
3. Mo-Di Diffusion stable diffusion model
Mo-Di Distribution makes an effort to imitate the look of contemporary Disney animated movies. It was made by @nitrosocke and is freely downloadable and usable by everyone on Hugging Face.
Another well-liked refined Stable Diffusion model is Mo-Di Diffusion, which had more than 26K downloads in the previous month on Hugging Face at the time of writing.
It does a decent job, in my opinion, of emulating the aesthetic of Disney’s contemporary animated features. The dataset that was used to hone the model appears to contain a respectable variety of subjects, and it is able to produce a variety of subjects in the manner of Disney’s contemporary animated features.
You can use the Mo-Di Diffusion model for free on Stablecog by clicking the following link:
Huggingfave link – https://huggingface.co/nitrosocke/mo-di-diffusion
4. Openjourney
A modified version of the Stable Diffusion model called Openjourney attempts to imitate the design of Midjourney. It was made by Prompthero and is freely downloadable and usable by everyone on Hugging Face.
With more than 56K downloads in the previous month as of the time of writing, Openjourney is one of the most well-liked fine-tuned Stable Diffusion models on Hugging Face.
In my opinion, it does a respectable job of imitating Midjourney’s style with some specific instructions. Unfortunately, it frequently produces outcomes that are overly similar to one another, a more condensed “Midjourney style,” if you will. In exchange, you can get decent outcomes with prompts that are only a short while longer.
You can access the Openjourney model on Stablecog for free by clicking the following link:
Huggingface Download link – https://huggingface.co/prompthero/openjourney/tree/main
5. Deliberate
You have the freedom to construct anything you want with this model. You’ll achieve higher results if you have a greater capacity for quick information. That basically suggests that using a few words alone can never yield a perfect solution. Your prompt line needs to be filled out in great detail.
Who are the NSFW masters who adore this model?
- meticulous artists of anatomy
- inventive starters
- design artists
Explore the universe of beautiful creations using my suggestions. Please be free to demonstrate the results of your research to everyone in order to gain their appreciation.
You can download this model from the CIVITAI website (beware of Audit content) https://civitai.com/models/4823/deliberate
Summary
These are the top 5 models for stable diffusion that you can use for free in 2023. They are all available on the Hugging Face website (https://huggingface.co/models), where you can browse more models and try them out yourself.
There few other models you can use for your projects. actually, there are so many models on the internet also so may add continually. no end, day-to-day add so many.
One of my favorite places to find new models is civitai. this site gives you hundreds of models most of for compile with ‘Lora’ excitation
You can also create your own models by fine-tuning existing ones with your own data using tools like Dreambooth or Additional Training. Stable diffusion is a fun and easy way to create amazing images from text prompts. Try it out today!
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