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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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Conclusion

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Error Code 0x8024a000 – What is it?

The error code 0x8024a000 is related to Windows Update. You might see this error when you try to update Windows from the Microsoft site to use the latest and new features and technologies. A connection interruption between your computer and the Windows Update server may be the cause of this error. Operating system overload or corrupt registry may also cause this error. Check your modem, router, cable, etc. to be sure that these components are working well. Common symptoms
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Solution

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There may be various causes for this error. Some of which are:
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Further Information and Manual Repair

We are going to discuss some easiest ways to fix up such issues and get your PC working so that you can install new updates.

Method 1:

  1. Press the Windows button + W on your keyboard
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Method 2:

Since most of the installation-related errors can be fixed by System File Checker System File Checker is a very efficient way to fix errors. Most of the installation-related errors can be fixed by a System File Checker. To use this tool follow instructions below: Swipe in from the right edge of the screen, and then tap Search. If you are using a mouse, point to the upper-right corner, move the pointer down, and then click Search. OR On the keyboard, press the Windows + W key. A search box will appear. Type cmd in the search box.
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OR
In the command prompt type sfc/scannow.
This will scan the system files and fix any errors. Reboot the computer and try to install updates.

Method 3:

  1. Press Windows + R
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  3. type services.msc and press OK
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  6. Reboot your machine and retry installing updates.

Method 4:

  1. Click Start or open search box
  2. Type cmd
  3. Right-click on cmd in start menu and select ‘Run as Administrator’
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Method 5:

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What to do if Google Drive Unable to Connect
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Option 1 – Configure the Firewall

As mentioned, the Windows Firewall might be blocking the app from contacting its database so, in this option, you have to allow Google Drive through the Firewall. To do so, follow these steps:
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Option 2 – Try to launch Google Drive again

Google Drive might have not launched properly that’s why it can’t connect to its servers so you can try to launch it again and see if it helps.
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Option 3 – Temporarily disable third-party antivirus

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Option 1 – Run the Windows Update Troubleshooter

Running the Windows Update Troubleshooter can help in fixing Error Code 0x80244018. To run it, go to Settings and then select Troubleshoot from the options. From there, click on Windows Update and then click the “Run the troubleshooter” button. After that, follow the next on-screen instructions and you should be good to go.

Option 2 – Put your PC in a Clean Boot State

It could be that some third-party application is the one that’s causing the problem so it’s best if you put your computer in a Clean Boot state. During this state, you can start the system with a minimum number of drivers and startup programs that will surely help you in isolating the root cause of the issue.
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Option 3 – Restart BITS

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Option 4 – Disable the Proxy server

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  • Restart your PC.
Note: If you are using a third-party proxy service, you have to disable it.

Option 5 – Try disabling the VPN

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Option 6 – Reset Windows Update components

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Option 7 – Run the System File Checker Scan

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 the cause why you’re getting the Error Code 0x80244018. To run the SFC command, follow the steps given below.
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  • 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:
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  3. Windows Resource Protection found corrupt files but was unable to fix some of them.
  • Restart your PC.

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Option 1 – Check the status of the MSDTC service via Command Prompt

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Error Code 0x80070422

Error code 0x80070422 is a Windows-based error code occurring in various versions of Windows including Windows 7, Windows 8 and Windows 8.1, and Windows 10. It usually occurs when users attempt to update Windows. A message box will appear stating that the error code has occurred.  Users will notice the following common symptoms:

  • Inability to complete Windows updates
  • Error message occurring during use of Windows Update service

The error code, if left unresolved, can cause serious problems for PC users as they will be unable to access the latest updates to the Windows operating system. Such a situation can expose their system to vulnerabilities. Thus, fixing Windows 10 error code is of utmost importance.

Solution

Restoro box imageError Causes

Among the many reasons Error code 0x80070422  is encountered includes:

  • Corrupted or missing registry and DLL files
  • Badly or poorly installed software. The software could also be infected by a virus or Trojan
  • Outdated or poorly installed drivers

Further Information and Manual Repair

Fixing Windows-based error codes can be a simple process. However, in some cases, it requires specialized skills. In the case of Windows 10 error code 0x80070422 consider the two (2) main solutions available through manual repair. You may also need to consider help from a certified Windows repair technician or the use of an automated tool if you are not confident you have the skills to perform the solutions below.

Method 1: Check if Windows Update is Running Properly

One of the main reasons for error code 0x80070422 is a Windows Update service that is not running on the right settings. To verify if an issue with your Windows Update service is the source of the problem applies the following steps:

  1. Type “Windows Update” in the search bar near the Windows home button.
  2. Select “Windows Update settings” when this option appears. (You may also click the home button, then “Settings” followed by “Update and Security”.)
  3. Select “Advanced Options”
  4. (You will be given an option to choose how updates are installed.) Select Automatic.
  5. Save settings and restart the computer.

Once these settings are in place Windows will be able to download updates automatically. This enables your machine to run more smoothly. However, if after applying the steps above, Windows 10 error code 0x80070422 is not resolved, you may proceed to solution two (2).

Method 2: Disable Internet Protocol Version 6 (IPv6)

IPv6 is the latest or most current version of Internet Protocol (IP). This provides your machine with an IP address, a crucial aspect of all communications related to the Internet. By disabling this IP some users have been able to successfully resolve Windows 10 error code 0x80070422.

Like many tasks involving Windows, there are more than one ways in which you can attempt to disable IPv6. These require different types of skills and must be approached with care, as mistakes can lead to serious issues with your machine. Methods include using Command Prompt, Registry Editor, or Control Panel.

If your experience with Windows 10 is quite limited and you are not certain of your skills choose the simplest approach as listed below.

  1. Select Control Panel.
  2. Choose “Network and Internet”, then “Network and Sharing Center”.
  3. Right-click your Internet Connection. The name of your connection will be listed underneath the heading – “View your basic network connection and set up connections”.
  4. Select “Properties” then uncheck Internet Protocol version 6 (IPv6)
  5. Save settings by clicking OK.
  6. Restart the computer and check if the 0x80070422 error code has been corrected.

Method 3: Using An Automated Tool

If the issue persists despite following the solutions above, the best step to take is to use an automated tool. This may not be your preferred course of action, especially since it can be difficult to ascertain the safety of certain tools found online. For this reason, choose a reputable source offering automated tools which are designed to specifically fix Windows 10 error code including error code 0x80070422.

Download and install a powerful automated tool to access the best Windows 10 error code solutions. The process is simple and includes clear instructions which enable even average Windows users to completely resolve complicated errors on their machine.

How to Stop Future Error Codes from Occurring

Though it is hard to predict when an error code will occur, each Windows 10 user can take precautionary steps to prevent other errors from occurring. This includes the following:

  • Ensure you download software from reputable sources to avoid viruses and other forms of malware.
  • Clean your registry often. The registry stores settings across all applications. Regular cleaning will your machine function more efficiently as it reduces the likelihood of issues such as crashes or system errors.
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How to Fix Windows 10 Error 0x80070070

Error Code 0x80070070 - What is it?

Error code 0x80070070 can be presented when there is not enough drive space on the computer to install updates. It is possible to uninstall apps that are not often used, or you may delete or archive files that are no longer needed, you may even add on some removable storage space to free up the internal memory of the computer. The computer needs a significant amount of internal memory in order to be able to update the operating system properly. When the computer fails to have the amount of memory that is needed to perform the update, the error code 0x80070070 will be presented. If this error message is not resolved, your computer might be opened to other error messages, including error code 0x80072EE2.

Common symptoms include:

  • Windows cannot install updates properly.
  • You might not be able to install any additional programs or apps onto the computer.
  • When you check the memory of the computer, it may be very near its full capacity.

Solution

Restoro box imageError Causes

The Windows 10 upgrade error is caused by varying factors including a lack of computer space or resources, malware or virus infestation, or a clogged registry on the computer.  The error code 0x80070070 will present itself when there is not enough free space on the computer to perform the necessary updates on the computer. Too many apps or programs downloaded onto the computer, too many photos, or too much music may also contribute to the lack of storage space on the computer, thus contributing to the error, and the computer not being able to install the updates to the operating system properly.

Further Information and Manual Repair

There is not a lot of information regarding this error code, but there are a few methods to repair it when it does present itself. There are practical and manual steps that can be taken when trying to get the PC up and running. The primary way to solve this problem is to free up disk space and there are several ways to do this. Please do note that if these methods seem confusing or too complicated, do contact a Windows repair technician so that they may properly correct the problem. You will need to know for sure that it is error code 0x80070070 that you are dealing with so that these options are the best bet for fixing it.

Method One: Disk Cleanup

It is important to know how much space there is on the computer to start with prior to trying to free up any space. Use the free program on the computer called the Disk Cleanup tool. This will save time and free up some hard drive space while optimizing the computer to work better.

From the Start menu, browse to the Explore option, and then select This PC. Right-click on the C drive, and then select Properties. Select Disk cleanup. From here, select the options that you would like to clear. Make sure that the recycle bin is emptied of any temporary files or any error logs. Once done, select Okay.

Use this same process to clear the system files after an update from Windows, as they may still have files from the old operating system in place.

Method Two: Remove Unwanted Apps

Go through your computer and remove any unwanted apps that are present. There are sure to be some that you do not use or do not want.

Follow these steps: From the Start menu, select Settings. Then, select System, Apps, and Features. When you have found the program that you would like to uninstall, select it and then select Uninstall. NOTE: some apps that are built into Windows do not have the capability to be uninstalled. Once you have selected Uninstall for the app or program, follow all directions that appear on the screen.

Method Three: Cloud Storage

If there are a lot of media, photos, documents, videos, and the like that are not used on a regular basis, try out cloud storage. These files will still be in your possession and will be able to be accessed from anywhere. There are many applications or websites that cater to this.

Method Four: External Storage Options

If none of the above methods work, add more storage. To acquire more storage, you can incorporate devices such as SD cards, USB flash drives, and even external hard drives.

Method Five: Use An Automated Tool

If you wish to always have at your disposal a utility tool to fix these Windows 10 and other related issues when they do arise, download and install a powerful automated tool.
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Fix Origin Error when loading the webpage
If you encounter a blank page with an error message saying, “Origin Error” when you try to load a webpage, then this post will surely help you resolve this error. As you can see, this error is a very uncommon one and it is not about the popular game known as Origin where all you have to do is reinstall the client. Although this error message is a very uncommon one, you will see a blank page with a message saying, “Origin Error” when you attempt to load a webpage. To fix this error, this post will provide you some potential fixes that might help. Follow the fixes given below carefully and see which one fixes the problem.

Option 1 – Use Ctrl + F5 keys to clear browser cache

The first thing you can try is to “Hard Refresh” to clear the cache of your browsers. You can do that by using the Ctrl + F5 keys on your keyboard. On the other hand, you can also clear the cache manually for Chrome, Edge, and Firefox.

Option 2 – Remove the Proxy

You might also want to try removing the Proxy as it could also help you in fixing the Origin error. Here’s how you can do it:
  • Tap the Win + R keys to open the Run dialog box.
  • 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 3 – Try to flush the DNS, reset Winsock and the TCP/IP

You might also want to flush the DNS and reset Winsock as well as reset TCP/IP as it could help in fixing the Origin error. To do so, refer to these steps:
  • Click the Start button and type in “command prompt” in the field.
  • From the search results that appear, right-click on Command Prompt and select the “Run as administrator” option.
  • After opening Command Prompt, you have to type each one of the commands listed below. Just make sure that after you type each command, you hit Enter
    • ipconfig /release
    • ipconfig /all
    • ipconfig /flushdns
    • ipconfig /renew
    • netsh int ip set dns
    • netsh winsock reset
After you key in the commands listed above, the DNS cache will be flushed and the Winsock, as well as the TCP/IP, will reset.
  • Now restart your computer and open Google Chrome then try opening the website you were trying to open earlier.

Option 4 – Try using Google Public DNS

You might want to try changing your current DNS to the Google Public DNS. All you have to do is change the DNS settings explicitly on your operating system by using the DNS IP addresses. Here’s are the steps to do that:
  • The first thing you have to do is right-click on the network icon in the Taskbar and select Network and Sharing Center.
  • Next, click on the “Change Adapter Settings” option.
  • After that, search for the network connection that you are using to connect to the internet. Note that the option might be “Wireless Connection” or “Local Area Connection”.
  • Right-click on your network connection and click on Properties.
  • Then select the new window to choose the “Internet Protocol 4 (TCP/IPv4)” option.
  • After that, click on the Properties button and click the checkbox in the new window for the option “Use the following DNS server addresses”.
  • Type in “8.8.8” and “8.8.4.4” and click OK and exit.
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