Stable Diffusion is a machine learning model developed by Stability AI to generate digital images from natural language descriptions. The model can be used for different tasks like generating image-to-image translations guided by text prompts and upscaling images.
Unlike competing models like DALL-E, Stable Diffusion is open source and does not artificially limit the images it produces. Stable diffusion was trained on a subset of the LAION-Aesthetics V2 data set. It can run on most consumer hardware equipped with a modest GPU and was hailed by PC World as "the next killer app for your PC".

Since Stable Diffusion is run locally and not in the cloud, as mentioned there is no limit to the number of images that you can produce but in order to use it you will have to get down a little dirty with setting your PC environment for it since it is not really an application, it is a command line text based descriptor that will use python to generate your images, so there is no install nor GUI.
In this guide, we will show you how to both install and run Stable Diffusion on your local PC so you can start producing some cool images all by yourself.
Make no mistake, Stable Diffusion will not run on a potato PC, in order to harvest the power of AI-generated imagery this is what you will need:
For this tutorial, we are covering the installation and running of Stable Diffusion on Windows PC. The steps presented here are presented in a way that installation can be performed on any operating system but precise instructions will be for Windows OS.
The first thing to do is to install GIT. It is a tool that will let you easily maintain and install repos from the internet. to install it go to: https://git-scm.com/ and click on download. Follow the instructions for your version of the operating system. If you are a developer you are familiar with GIT and if you already have it installed you can skip this step.
One thing that is important when installing GIT locally is to select to use it via the command line (the second option that says "Git from the command line and also from 3rd-party software").
Now when we have GIT installed, next thing is to use Miniconda3 to install python and all required libraries that are needed. Get the installer at: https://docs.conda.io/en/latest/miniconda.html
Miniconda3 is basically an easy installer so you do not have to install tons of stuff manually from different websites and sources, it is nicely packaged in the installer that will take care of everything.
After the previous two steps, we are ready now to actually install Stable Diffusion. Go to https://huggingface.co/CompVis/stable-diffusion#model-access and install the latest library (as of the writing of this article currently it is stable-diffusion-v1-4-original, the last one on the right), the library is almost 5GB in size so be prepared for big download.
After installing stable diffusion's latest library it is time to update it to the newest version. You can download ZIP from GIT HUB https://github.com/CompVis/stable-diffusion
Once downloaded click on the Windows start button and type in Miniconda3 and click on open. Create a folder and name it how you want on a drive of your choice. For this example, we will install it all in disk C under folder AI_art, follow the instructions below but use your own names and destination instead. Do not close Minicoda3 after typing commands!!!
cd c:/
mkdir AI_art
cd AI_art
Extract GitHub files that you have downloaded into your new folder and get back to Minicoda3 and type the next commands:
cd C:\AI_art\stable-diffusion-main
conda env create -f environment.yaml
conda activate ldm
mkdir models\ldm\stable-diffusion-v1
Let the whole process finish, some files are large and it might take a while. After the whole process is finished and completed, copy the checkpoint file that you have downloaded into: C:\AI_art\stable-diffusion-main\models\ldm\stable-diffusion-v1
After the file is copied rename it to model.ckpt and you are finished.
The created environment is needed in order to actually use Stable Diffusion to create images. Each time you want to use it you will have to run it, so go into Miniconda3, and inside it type:
conda activate ldm
cd C:\AI_art\stable-diffusion-main
after we are inside the folder call the script with the parameters:
python scripts/txt2img.py --prompt "TXT DESCRIPTION OF IMAGE THAT YOU WANT TO CREATE" --plms --n_iter 5 --n_samples 1
and that's it, your image is created and it is located in C:\AI_art\stable-diffusion-main\outputs\txt2img-samples\samples

Stop 0X00000050 (parameter1, 0, parameter3, parameter4) PAGE_FAULT_IN_NONPAGED_AREA”
Error CausesPortable small Bluetooth speakers are nothing new on the market, most of the time they have given the opportunity for music listening during picnics and walks in nature and also replaced some car speaker systems. The latest star in small portable speakers in JBL Clip 4, small in size, waterproof, and with an incredible high-quality sound.

Out of the box and after first look speaker looks great, it has excellent design and is very intuitive to work with. Everything is laid out logically and you can start using it right away without reading instructions.
The sound quality is surprisingly very good and clear. I must say I have not expected this clarity and power from a speaker of this size. The volume range is also incredibly good and will fill most needs even on small picnics outdoors where you can hear it loud enough. One thing to mention is that even on their loudness levels sound is still clear without distortion which, to be honest, is to be expected from someone like JBL.
You can take it where ever you want, Its size and clip make it perfect for beach and pool trips. Speaker is waterproof and gas IP67 rating, meaning that sand and dirt will not affect it either. Do not take this speaker to your diving adventures since that will break it but a depth around 1 meter underwater should be safe. After your trip do not forget to wash Clip 4 with clean water so all dirt, salt, and other stuff are properly cleaned for longer life of the device.
JBL claims that the battery will last 10 hours of continuous play. Note that this is meant probably on the largest volume setting so when you use it on lower settings battery is lasting longer. Playing of course on low volumes will extend playback time even longer but here we come at one feature that I do not like, there is no indication of any kind how much battery is left in the speaker, the only indication is a red light when the battery is almost empty which means you could be outside at that point and did not know that low battery was there in the first place when you were packing. Some battery indication would be a great addon.
The clip itself has been improved from the previous Clip 3 model, it is wider, it goes all the way around the casing, and feels overall better and more stable. Since the clip is now all around casing this means a wider opening can be made making it fit around stuff Clip 3 was not able to.
All in all, Clip 4 is an incredible speaker and one that would highly recommend, the price goes around 79 USD but it can be found even as low as 50 USD on discounts and promotions and if you manage to get one at that price it is a great buy. Sound is good, portability is great, dirt and waterproof are excellent and battery life is really good.
EasyDocMerge Toolbar is a Browser Hijacker for Google Chrome. Usually, such browser extensions are installed without your knowledge. These types of Browser Hijackers are often the cause of many problems while surfing the Internet. The most common problems are unwanted pop-ups, underlined words, additional ads, sponsored links, to generate web traffic and earn revenue of the advertising networks by gathering the users browsing data and sending it back to the Mindspark ads network.
When installed this extension will hijack your home page setting it to MyWay.com, it will also change your new tab page to EasyDocMerge (Powered by MyWay.com Search).
HomeworkSimplified is a Browser Hijacking extension for Google Chrome developed by Mindspark. This extension will set your home page and new tab to MyWay.com.
From the Terms of Use: As part of the download process for the Toolbar, you may be given the option to reset your Internet browser’s homepage to an Ask homepage product and/or reset your new tab page to an Ask new tab product. If you do not wish to reset your homepage and/or new tab page to the Ask homepage and/or Ask new tab product(s), you can decline/opt-out of these features by checking or unchecking the appropriate box(es) during the download process for the Toolbar. While installing this extension monitors user browsing activity and sends it back to Mindspark servers, where they are later used/sold to better target and inject unwanted ads and sponsored content into your browsing sessions.