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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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Option 1 – Update your Graphics card drivers

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Option 2 – Try to uninstall software you’ve installed recently

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Option 4 – Use the Driver Verifier Manager

The Driver Verifier Manager is another tool in Windows that could help you fix driver-related issues. And so if you want to fix the Wdf01000.sys Blue Screen error, you need to use the Driver Verifier Manager:
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Code 33 - What is it?

Code 33 is a typical Device Manager error. This error code occurs when Windows is unable to start a device that you are trying to use on your PC. The error code 33 is usually displayed in the following format:

“Windows cannot determine which resources are required for this device. Code 33”

Solution

driverfix boxError Causes

Error code 33 may be triggered due to two reasons. One reason can be the translator's failure to find the correct resource for the device driver.

And since this error code is associated with the Device Manager, another reason can be an outdated or corrupted device driver. In most cases, the underlying problem for Device Manager error code is outdated/corrupted drivers.

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Further Information and Manual Repair

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To help you fix this issue on your system, below are some of the best, easy, and effective DIY solutions.

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Identifying all problematic drivers and updating them individually can be frustrating and time-consuming. Therefore to save time and avoid the hassle involved in updating drivers manually, it is advisable to download DriverFIX.

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Click here to download DriverFIX to resolve Device Manager error code 33 today!

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Solution

Restoro box imageError Causes

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Further Information and Manual Repair

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Method 1

Use if your PC restarted accidentally during the upgrade, or if you accidentally signed out of Windows during the upgrade.
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The following solution methods will apply if corrupted files, date/time changes, or third-party software interference is the issue causing Error Code 0x80200056.

Method 2

The following solution methods will apply if corrupted files, date/time changes, or third-party software interference is the issue causing Error Code 0x80200056.
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  2. Right-click on “command prompt” and choose “run as administrator”.
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  4. Restart your PC and attempt the Microsoft Windows 10 upgrade again.

Method 3

  1. Click on your “start” icon and choose the CMD (command prompt) option.
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  2. Check your SATA cables
  3. Check your hard drive
  4. Check your BIOS settings

Quick Fix 1. Check Peripheral Connections

  1. Turn off your computer.
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Quick Fix 3. Check your hard drive.

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Quick Fix 4. Check your BIOS settings

  1. Restart your computer.
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Option 1 – Sync Date and Time

The first thing you can try is to sync the Date and Time of your computer as the wrong Date and Time settings are one of the most common causes of connection problems like Error code 15 or Error code 16. This is because of the incompatibility between the SSL Certificate validation date and the System Clock. Thus, you have to sync your System Clock. Refer to the steps below to do so.
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Option 2 – Try to reset the affected browser

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Mozilla Firefox

  • Open Firefox and click the icon that looks like three stacked lines located at the top-right section of the browser.
  • Next, select the question mark icon from the drop-down menu.
  • Then select “Troubleshooting information” from the slide-out menu.
  • After that, click on the “Reset Firefox” button located at the top-right section of the newly opened web page.
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Google Chrome

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Option 3 – Temporarily disable Firewall and third-party antivirus

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  • Then type “inetcpl.cpl” in the field and hit Enter to pull up the Internet Properties.
  • After that, go to the Connections tab and select the LAN settings.
  • From there. Uncheck the “Use a Proxy Server” option for your LAN and then make sure that the “Automatically detect settings” option is checked.
  • Now click the OK and the Apply buttons.
  • Restart your PC.
Note: If you are using a third-party proxy service, you have to disable it.

Option 5 – Check your VPN

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  • Then type “appwiz.cpl” in the field and hit Enter to open the Programs and Features in Control Panel.
  • From there, look for the VPN service you are using, select it and then click on Uninstall to remove it.
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  • Use System Restore
  • Start Windows from an external device
  • Access Command Prompt
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If the Automatic Repair fails to fix the problem, you may have to use System Restore or the Command Prompt to carry out further troubleshooting steps. Refer to the guide below to use these tools.

Option 1 – Try running the System File Checker in Safe Mode

Running the System File Checker is the safest way to fix DLL file missing or corrupted errors are thrown up by the Windows operating system as it could give you better results. System File Checker or SFC is a built-in command utility that helps in restoring corrupted files as well as missing files. It replaces bad and corrupted system files with good system files that might be causing the Machine Check Exception BSOD error. To run the SFC command, follow the steps given below.
  • Boot your PC into Safe Mode.
  • Tap Win + R to launch Run.
  • Type in cmd in the field and tap Enter.
  • After opening Command Prompt, type in sfc /scannow
The command will start a system scan which will take a few whiles before it finishes. Once it’s done, you could get the following results:
  1. Windows Resource Protection did not find any integrity violations.
  2. Windows Resource Protection found corrupt files and successfully repaired them.
  3. Windows Resource Protection found corrupt files but was unable to fix some of them.

Option 2 – Try running the DISM tool to repair the System Image

To repair the System Image, you need to use the DISM or Deployment Imaging and Servicing Management tool. The DISM tool is another command-line tool in the Windows operating system that could help users fix various corrupted system files. To use it, follow these steps:
  • Open the Command Prompt as admin.
  • Then type in this command: Dism /Online /Cleanup-Image /RestoreHealth
  • Do not close the window if the process takes a while as it will probably take a few minutes to finish.
Note: The command you executed will check for Windows component store corruption and will restore its good health. The scan might take up to 15 minutes. Once it is done, you have to restart your computer.

Option 3 – Try to repair the MBR and rebuild BCD

To repair the MBR and rebuild BCD, follow these steps: The problem might boil down to the Master Boot Records since the previous case has already been isolated. There are times when the Master Boot Records can get corrupted and even though it is a serious issue, it can still be rectified by repairing the Master Boot Record.
  • Tao the F8 key while booting the system to go into the Windows Recovery Menu.
  • Next, click on Troubleshoot.
  • Then click on the Advanced options to get into the Automatic Repair menu.
  • After that, you have to use the bootrex.exe tool, so click on the command prompt and type in the following commands, one after the other:
  • bootrec /RebuildBcd
  • bootrec /fixMbr
  • bootrec /fixboot
  • Exit and then go ahead and restart your PC.

Option 4 – Try running the ChkDsk utility

One of the best options you must try is running chkdsk as it will check the disk for any errors and repair them automatically. To use it, follow these steps:
  • Boot your PC to the Advanced Options menu and click on Command Prompt.
  • Once you’ve opened an elevated Command Prompt, type in the following command and tap Enter to execute it:
chkdsk C: /f /x /r
Note: “C” is the drive root drive so it could be changed if you’re using a different one.

Option 5 – Try resetting your PC

Go to the Advanced Options > Troubleshoot > and select the Reset This PC option from the menu and then select Keep my files.
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Troubleshooting Error 1722

What is Error 1722?

Error 1722 is a type of Windows Installer error. Developed by Microsoft, Windows Installer is a software component used for the installation, maintenance, and removal of software on Windows systems. This is basically an .MSI file that contains explicit instructions about installing and removing specific applications that are supported by this file for example JAVA and ArcGIS. The error 1722 occurs when there is a problem with the Windows Installer package. And because of this the program supported by Windows Installer Package fails to set up and install. This error message is displayed in the following format:
“Error 1722. There is a problem with this Windows Installer package. A program required for this install to complete could not be run. Contact your support or package vendor.”

Solution

Restoro box imageError Causes

You may encounter error 1722 due to multiple reasons such as:
  • Windows Installer Package corruption
  • Improper Windows Installer Package installation
  • Windows Script Hosting permission issues
  • Viral Infection
It is advisable to fix error 1722 to ensure the application supported by the Windows Installer Package that you are trying to set up on your PC, installs successfully.

Further Information and Manual Repair

To resolve Windows Installer Package error 1722 on your PC, try the methods given below:

Method 1

Sometimes the error 1722 may pop up if the Windows Installer Package is not installed properly. In such an event, it is advisable to uninstall Windows Installer Package and then reinstall it. To do so, click on start, then control panel, program, and features and then choose the Add/Remove Program option to uninstall the Windows Installer Package on your system. Once it is removed, click OK to save changes. Then reboot your PC. Now download the Installer package and reinstall. After the installation is complete, now try installing the application supported by the Installer package you wished to install. However, first, it is suggested that you remove any traces of the failed application first. For example, if you previously received the error while installing Java, then remove all traces of failed Java installation.

Method 2

The alternative method is to change Window Script Hosting settings. To do this, go to the start menu, open Run and then type ‘Regedit’ in the command line and then press OK to continue. Check for either or both of the following registry keys HKEY_CURRENT_USERSoftwareMicrosoftWindows Script HostSettingsEnabled HKEY_LOCAL_MACHINESoftwareMicrosoftWindows Script HostSettingsEnabled If either of these has a DWORD value of ‘0’, then scripting is disabled. Change the values to ‘1’ will enable scripting and resolve the issue.

Method 3

There can be two reasons for Windows Installer Package corruption, viruses or registry overloaded with bad entries and obsolete files. If the error is triggered by viruses, then run an antivirus program to remove viruses and restore your PC. However, if the error is related to registry issues, then download Restoro. This is an easy-to-use PC Fixer with a powerful registry cleaner. The registry cleaner wipes out all the obsolete files cluttering the registry and repairs the damaged and the corrupt important files thereby repairing all errors including error 1722 on your system. Click here to download Restoro.
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How to Fix win32kfull.sys BSOD Error in Windows 10
The win32kfull.sys file is one of the kernel-mode device drivers in your Windows 10 operating system. In case you don’t know, there are two kinds of device drivers – the first ones are the normal drivers that communicate between your hardware and the operating system while the second ones are the kernel-mode drivers. The latter is necessary for booting your OS. And there are times when you encounter the win32kfull.sys error while booting your PC. Here’s the full context of the win32kfull.sys error:
“SYSTEM_SERVICE_EXCEPTION (win32kbase.sys) APC_INDEX_MIXMATCH PAGE_FAULT_IN_NONPAGED_AREA”
This error could be caused by corrupted or outdated drivers with incomplete files or it could be caused by some driver or software installed on your computer. To fix this error, here are some troubleshooting options you need to check out.

Option 1 – Try updating all the Drivers

As pointed out, the win32kfull.sys error can be due to outdated or corrupted drivers that are not compatible with your hardware. These drivers include but are not limited to display, network, sound, hard drive, and more. If you are not able to access the internet, you can just manually download the update using another PC. To update your drivers, here’s what you need to do:
  • Tap the Win + R keys to launch Run.
  • Type in devmgmt.msc into the box and tap Enter or click OK to open the Device Manager.
  • After that, a list of device drivers will be displayed. If you see a red or yellow sign that shows up against the driver, right-click on the driver’s name and select “Update Driver Software” or “Uninstall”. And if you find any “Unknown device”, you need to update it as well.
  • Select the “Search automatically for updated driver software” option and then follow the instructions to complete the process.
  • Restart your PC.
Note: You also have the option to go directly to the website of your graphics card manufacturer and check if there’s a new update – if there is, download it. After that, you could also check if there’s a new update of the game you’re getting the issue of the black bar.

Option 2 – Identify and uninstall problematic programs by putting your PC in a Clean Boot State

One of the main causes of BSOD errors like win32kfull.sys is a problematic program that could clash with your existing operating system as well as computer architecture. There are tons of programs that are either incompatible or conflict with the existing drivers or software in your system. To identify such programs, you need to put your PC in a Clean Boot state. How? Follow these steps:
  • Log onto your PC as an administrator.
  • Type in MSConfig in the Start Search to open the System Configuration utility.
  • From there, go to the General tab and click “Selective startup”.
  • Clear the “Load Startup items” checkbox and make sure that the “Load System Services” and “Use Original boot configuration” options are checked.
  • Next, click the Services tab and select the “Hide All Microsoft Services” checkbox.
  • Click Disable all.
  • Click on Apply/OK and restart your PC. (This will put your PC into a Clean Boot State. And configure Windows to use the usual startup, just simply undo the changes.)
After putting your PC in a Clean Boot State, try creating a system restore point and see if the problem still occurs. Clean Boot troubleshooting is designed to help you isolate the problem. For you to execute a clean boot troubleshooting, you must do a couple of actions (the steps are given above) and then restart your PC after every action. You might have to disable one third-party app after the other to really isolate the issue. And once you’ve narrowed down the problem, you can either disable the third-party app that’s causing the problem or remove it. Note that you must switch your PC back into the Normal Startup mode after you’re done troubleshooting the problem. Here’s how you can do it:
  • From the “Start” menu, go to System Configuration.
  • After that, switch to the General tab and click the option for “Normal Startup”.
  • Next, go to the Services tab and clear the checkbox for “Hide all Microsoft services”.
  • Then find and click “Enable all” and if prompted, you have to confirm.
  • Afterward, go to the Task Manager and enable all the Startup programs and confirm the action.
  • Restart your PC when prompted.
Once you have identified the program causing the problem, uninstall it right away from your Control Panel.

Option 3 – Perform an SFC scan

The SFC or System File Checker scan could detect and automatically repair damaged system files that could be causing the win32kfull.sys error. SFC is a built-in command utility that helps in restoring corrupted files as well as missing files. It replaces bad and corrupted system files to good system files. To run the SFC command, follow the steps given below.
  • Tap Win + R to launch Run.
  • Type in cmd in the field and tap Enter.
  • After opening Command Prompt, type in sfc /scannow
The command will start a system scan which will take a few whiles before it finishes. Once it’s done, you could get the following results:
  1. Windows Resource Protection did not find any integrity violations.
  2. Windows Resource Protection found corrupt files and successfully repaired them.
  3. Windows Resource Protection found corrupt files but was unable to fix some of them.
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