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Make AI images on your local PC

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".

stable diffusion

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.

Hardware and software requirements

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:

  • A GPU with at least 4GB of VRAM
  • 10GB of hard disk space
  • Python and libraries (Miniconda3 installer will install everything you need)
  • The Stable Diffusion files
  • Git
  • Any OS (Windows, Linux, macOS)

Installing components

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.

GIT

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").

Miniconda3

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.

Stable Diffusion

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.

Running Stable Diffusion

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

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Solution

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Solution

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Uninstall & Reinstall Minecraft

If none of the above-given solutions works for you then here it is suggested to uninstall and reinstall Minecraft. Well, it is suggested to uninstall the game using the third-party uninstaller. Manually uninstalling the program won’t remove it completely, some of its registry entries, junk files are left behind and causes interruption when the next time you install it. If you are looking to uninstall it manually then follow the steps given:
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Contact Support Center

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What is a Potentially Unwanted Program (PUP)?

Everyone has experienced it – you download and install a free application, you then notice some unwanted programs on your computer system, come across a strange toolbar on your web browser, or find your default search engine has been changed to something else. You didn’t set them up, so how did they turn up? Potentially Unwanted Programs (PUP), also referred to as Potentially Unwanted Applications (PUA), are programs that you never wanted in the first place and often come bundled with freeware software. Once installed, most of these applications can be difficult to eliminate and become much more of an annoyance rather than a necessity. PUP doesn’t involve malware in the traditional sense. A basic difference between PUP and malware is distribution. Malware is commonly dropped by silent installation vectors such as drive-by downloads while PUP gets installed with the consent of the user, who knowingly or unintentionally authorizes the PUP installation on their PC. PUP developers may argue that their programs aren’t malicious software but they can still be dangerous software and put the computer at risk much the same way a computer virus does.

What do PUPs do on your PC, precisely?

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Protect yourself from PUPs

• Read very carefully before you install anything. Do not click accept till you have read the fine print. There will probably be a clause about PUPs. • Always select “Custom” or “Advanced” installation and never blindly click the Next button, which will let you uncheck any foistware software programs you do not want. • Use an anti-PUP program. Security software like Safebytes Anti-malware provides the very best real-time protection against PUPs and also other malware. • Be alert if you install freeware, open-source software, or shareware. Don’t install programs that appear suspicious or malicious. • Always download software from reliable sources like official websites instead of untrustworthy sharing space. Stay away from file-hosting sites where/when possible. Comply with these guidelines and you should more or less never get potentially unwanted programs on your PC

What To Do When You Cannot Install Safebytes Anti-Malware?

Malware could cause all kinds of damage once they invade your PC, from stealing your private details to deleting files on your computer. Some malware is designed to restrict or prevent things that you wish to do on your computer. It may well not let you download anything from the internet or stop you from accessing a few or all of the internet sites, particularly the anti-malware sites. So what you should do if malware prevents you from downloading or installing Safebytes Anti-Malware? Follow the instructions below to eliminate malware by alternate methods.

Make use of Safe Mode to fix the problem

If any virus is set to run automatically when Microsoft Windows starts, stepping into safe mode could very well block this attempt. Since only the minimal programs and services launch in Safe Mode, there are hardly any reasons for issues to occur. Below are the steps you need to follow to start into the Safe Mode of your Windows XP, Vista, or 7 computers (check out the Microsoft website for instructions on Windows 8 and 10 computers). 1) Hit the F8 key repeatedly as soon as your PC boots, but before the big Windows logo comes up. This will bring up the Advanced Boot Options menu. 2) Make use of the arrow keys to select Safe Mode with Networking and press ENTER. 3) When this mode loads, you should have the internet. Now, make use of your internet browser to download and install an anti-malware application. 4) Right after the software is installed, let the scan run to remove viruses and other threats automatically.

Obtain the antivirus software using a different browser

Some malware mainly targets specific web browsers. If this sounds like your case, make use of another internet browser as it might circumvent the virus. If you’re not able to download the security application using Internet Explorer, this means the virus is targeting IE’s vulnerabilities. Here, you should switch to another internet browser such as Chrome or Firefox to download the Safebytes program.

Create a bootable USB antivirus drive

Here’s another solution which is creating a portable USB anti-virus software package that can scan your system for malware without needing installation. Adopt these measures to run the anti-virus on the affected PC. 1) Download Safebytes Anti-Malware or Microsoft Windows Defender Offline onto a clean PC. 2) Plug in the pen drive into the uninfected computer. 3) Double click on the exe file to open the installation wizard. 4) When asked, choose the location of the USB drive as the place in which you want to store the software files. Follow the directions to finish the installation process. 5) Now, transfer the flash drive to the infected computer. 6) Double-click the EXE file to open the Safebytes tool right from the flash drive. 7) Click the “Scan” button to run a full computer scan and remove malware automatically.

SafeBytes Anti-Malware: Lightweight Malware Protection for Windows Computer

If you’re looking to download the anti-malware program for your computer, there are numerous tools on the market to consider however, you should not trust blindly anyone, irrespective of whether it is a paid or free program. Some of them do a good job in removing threats while some will ruin your computer themselves. You have to select one that is reliable, practical and has a good reputation for its malware source protection. On the list of strongly recommended tool by industry experts is SafeBytes Anti-Malware, a well known security software for Microsoft Windows. SafeBytes is a powerful, real-time anti-malware application that is designed to assist the common computer user in safeguarding their computer from malicious threats. With its outstanding protection system, this tool will quickly detect and eliminate the majority of the security threats, which includes adware, viruses, browser hijackers, ransomware, trojans, worms, and PUPs.

SafeBytes anti-malware takes computer protection to a whole new level with its enhanced features. The following are some of the great features included in the software.

Live Protection: SafeBytes offers real-time active checking and protection against all known viruses and malware. It will continuously monitor your pc for hacker activity and also gives end-users superior firewall protection. Best AntiMalware Protection: This deep-cleaning anti-malware application goes much deeper than most antivirus tools to clean your computer. Its critically acclaimed virus engine locates and disables hard to remove malware that hides deep within your computer. Website Filtering: SafeBytes provides instant safety rating to the webpages you’re going to visit, automatically blocking unsafe sites and to make sure that you are certain of your safety while browsing the internet. Lightweight Utility: SafeBytes is a light-weight application. It consumes a very small amount of processing power as it works in the background so you are free to use your Windows-based computer the way you really want. Premium Support: You will get 24/7 technical assistance to quickly resolve any concern with your security application. SafeBytes can keep your PC protected from the latest malware threats automatically, thus keeping your online experience secure and safe. Now you may realize that this tool does more than just scan and delete threats in your computer. If you’re looking for the very best malware removal tool out there, and if you don’t mind spending some dollars for it, opt for SafeBytes Anti-Malware.

Technical Details and Manual Removal (Advanced Users)

If you want to carry out the removal of myBrowser manually instead of using an automated software tool, you can follow these simple steps: Proceed to the Windows Control Panel, click on the “Add/Remove Programs” and there, choose the offending application to remove. In cases of suspicious versions of browser extensions, you can easily remove them through your web browser’s extension manager. You will most probably also want to totally reset your internet browser to its default settings. Lastly, check your hard disk for all of the following and clean your Windows registry manually to remove leftover application entries after uninstalls. Please remember that only advanced computer users should try to manually edit the registry because incorrect file deletion leads to a major problem or even a PC crash. Moreover, some malicious programs have the capability to defend against its deletion. Carrying out this in Safe Mode is advised.
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Fix Windows Sandbox failed to start 0x80070015
As of late, many users reported getting an error in Windows Sandbox that has an error code of 0x80070015. According to users, they encountered this error when they tried to start Windows Sandbox. Based on the error code, it seems that there are some problems with the supporting services of Windows Sandbox that trigger the error. It is possible that these services are misconfigured or that they are outdated and have to be updated. Here’s the complete message of the error:
“Windows Sandbox failed to start. Error 0x80070015. The device is not ready. Would you like to submit feedback about this issue?”
If you are one of the users who encountered this kind of error in Windows Sandbox, then you’ve come to the right place as this post will help you sort this problem out. All you have to do is follow each one of the options provided below.

Option 1 – Make sure that all the supporting processes and services of Windows Sandbox are running properly

If running Windows Sandbox as an administrator didn’t fix the error, you have to ensure that all related processes for Windows Sandbox are running properly. To do that, follow these steps:
  • Tap the Win + R keys to launch the Run utility and type “services.msc” in the field and hit Enter to open the Windows Services Manager.
  • Next, from the list of services, look for the following services in the given order:
    • Network Virtualization Service: (Startup type: Manual)
    • Virtual Disk: (Startup type: Manual)
    • Hyper – V Virtual Machine: (Startup type: Manual)
    • Hyper – V Host Compute Service: (Startup type: Manual)
    • Container Manager Services: (Startup type: Automatic)
  • After you find the aforementioned services, restart each one of them.
  • Once done, try to open the Windows Sandbox again and see if the error is fixed or not.

Option 2 – Try to install any pending Windows Updates

If the second option still didn’t work, then you might want to check Windows Updates on your computer and see if there are any pending Windows Updates you have to install. All you have to do is go to the Windows 10 Settings app and then go to the Windows Updates section and click on the “Check for updates” button to check if there are any pending updates that are needed to be installed. This could fix the Windows Sandbox Error 0x80070015.

Option 3 – Try to run Windows Sandbox as an admin

  • In the Start Menu, scroll down until you see the entry for the Windows Sandbox.
  • Then right-click on it and select More and then select the “Run as administrator” option to open it with admin privileges.
  • Next, if a User Account Control or UAC prompt pops up, just click on Yes to proceed.
  • You should now be able to open the Windows Sandbox without the error. However, if the error persists, proceed to the next given option below.
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