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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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Error Code 0x801901F7 – What is it?

Error code 0x801901F7, also known as “The Server Stumbled” error because it shows a message saying “The Server Stumbled. We all have bad days” is associated with Windows Store. Server Stumbled Error 0x801901F7 is an error related to the MS server. The error occurs due to damaged registry files, malware, virus, and corrupted data. You should fix this error to prevent a system crash or a BSOD error. There are some things you can do to fix it. These are not so complex. So, anyone can try these methods to fix error 0x801901F7. Common Symptoms for error 0x801901F7:
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  • System becomes very slow or the system freezes
  • Blue screen of death appears
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Solution

Restoro box imageError Causes

  • This error is generally caused by corrupt registry files.
  • Virus infection can cause this problem.
  • Outdated driver, missing .DLL files may also cause this error.
  • Microsoft server overload may cause this problem as well.
  • Incorrect configuration may cause this problem.

Further Information and Manual Repair

To fix error 0x801901f7, there are four methods listed below. Some might work for you and some might not. Please try all of them to fix this error.

Method 1:

Basic method to fix error code 0x801901F7: Resetting Windows Store Cache Most of the time clearing or resetting the cache helps. It doesn't always work, but you should try this first before moving on to some advanced methods which are mentioned below. To reset the Windows Store cache please follow the simple steps below
  • Open RUN by searching or pressing "Windows Key + R"
  • Type "wsreset.exe" and press Enter or click on OK.
  • Windows Store will open automatically along with a command prompt.
  • This will reset Windows Store and you might see it loading as it should.
This method might work but if it fails to solve Error 0x801901F7 then follow the method below.

Method 2:

Advanced method of fixing error code 0x801901F7: Deleting Windows Store database file. By using this method, you will be deleting the database file for Windows Store. This file is located on your C drive or the drive where you installed your Operating System. Follow the steps below.
  1. Navigate to C:WindowsSoftwareDistributionDataStoreDataStore.edb.
  2. Delete DataStore.edb file from there.
  3. Now Open Windows Store and see if you still get error code 0x801901F7.
The Datastore.edb file that you deleted will be automatically created once you perform Step 3 which is launching Windows Store. If you still cannot get this error away then Close Windows Store and Reboot your PC then Launch Windows Store Again.

Method 3:

Modifying Windows update properties: Perform the steps below only if the above-mentioned methods fail. You will be tweaking a few things in the Windows update to see if it helps.
  1. Open Task Manager by right-clicking on Taskbar, then click on Task Manager.
  2. Go to Services Tab. Click on Open Services at the very bottom of the Window.
  3. Now a new window will pop up. Scroll down & find "Windows Update" from the list.
  4. Double click on Windows update to open up its Properties.
  5. Now from the Startup Type drop-down list, select Automatic. Click on Apply, Start, and then Ok.
Now you need to perform just one more step. Reset Windows Store again (Refer to method 1 for Steps). This should fix your Windows Store error that shows The Server Stumbled with 0x801901F7 Error Code.

Method 4: 

If the error is due to a problem with a driver, then follow the method below to uninstall the current driver:
  1. Open the Run command and type “sysdm.cpl” in the text box.
  2. Click Enter.
  3. Open the Hardware tab on the system properties dialog box.
  4. Then press on Device Manager.
  5. Double press on Device type and then press on the hardware device that is reporting error code 0x801901F7.
  6. Go to the Driver tab and press on Uninstall button to uninstall the device driver completely.
  7. Now, install the new driver on your computer.
  8. Restart your computer.
  9. Run virus scan of your PC
  10. Try using a different USB port.
If you do not possess the technical expertise required to accomplish this yourself or do not feel comfortable doing so, download and install a powerful automated tool to get the job done.
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Fix Windows Update Error 0x80070652
If you encounter a Windows Update error with an error code 0x80070652 and an error message saying, “ERROR_INSTALL_ALREADY_RUNNING”, then it indicates that there was a previous Windows Update that was not installed successfully. This kind of Windows Update error typically happens when it gets stuck and so to resolve it, here are some suggestions that might help.

Option 1 – Restart your computer and try installing the Updates again

You can restart your computer and then try installing the updates once again. There are instances when a simple restart resolves Windows Update errors. Thus, after you restart your computer, check for updates once again and see if you’re still getting the error or not.

Option 2 – Try running the Windows Update troubleshooter

You might also want to run the Windows Update Troubleshooter as it could also help in fixing Windows Update error code 0x80070652. 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 3 – Try downloading the Windows Update that failed

If the Windows Update that has failed is not a feature update and only a cumulative update, you can download the Windows Update and install it manually. But first, you need to find out which update has failed, and to do so, refer to the following steps:
  • Go to Settings and from there go to Update and Security > View Update History.
  • Next, check which particular update has failed. Note that Updates that have failed to install will be displayed under the Status column which has a label of “Failed”.
  • After that, go to the Microsoft Download Center and look for that update using its KB number and once you find it, download and then install it manually.
Note: You can also use the Microsoft Update Catalog, a service from Microsoft that provides a list of software updates that can be distributed over a corporate network. With the help of this service, it can be easier for you to find Microsoft software updates, drivers as well as fixes.

Option 4 – Try to restart the Background Intelligent Transfer Service

The Background Intelligent Transfer Service or BITS is a part of the Windows Update service and is the one that manages the background download of Windows Update, as well as scans for new updates and so on. And if Windows Update is experiencing some problems, you can try restarting BITS but make sure that you have admin privileges to do so.
  • Tap the Win + R keys to open the Run dialog box.
  • Next, type “services.msc” in the field and hit Enter to open Windows Services.
  • From the list of Services, look for the Background Intelligent Transfer Service and double-click on it to open Properties.
  • After that, you need to set the Startup type to “Automatic (Delayed Start) and click on Apply.
  • Now click the Stop button to stop BITS and then click the Start button to restart the service.
  • Click OK to save the changes made and then restart your PC.

Option 5 – Try to update Windows after a couple of minutes or an hour

There are times when the issue is from Microsoft’s end. It could be that there’s some issue with Microsoft’s server so it would be better if you give it a couple of minutes or an hour or so before trying to run Windows Update again.
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A Guide to Fixing Magcore.dll Error on Your PC

Magcore.dll Error - What is it?

Magcore.dll is a type of Dynamic Link Library. This file is associated with software developed by ArcSoft, a renowned multimedia application developer. Magcore.dll consists of small programs that help load and run software developed by ArcSoft on your system smoothly. This file virtually comes into function when you use certain audio and video features incorporated in ArcSoft programs for example ArcSoft Media converter. However, you may experience Magcore.dll error code on when this DLL file fails to run and load programs. The error may hamper your ability to access ArcSoft programs on your system and cause you a great deal of inconvenience. Magcore.dll error is often displayed in any one of the following formats:
“The file magcore.dll is missing” “MagCore.dll cannot be found” "Cannot find [PATH]magcore.dll" “This application has failed to start because MagCore.dll was not found. Reinstalling the application may fix the error.”

Solution

Restoro box imageError Causes

This DLL file is known to be prone to errors. MagCore.dll error occurs due to several reasons such as:
  • Missing or damaged MagCore.dll file
  • Hardware failure
  • Viral infection
  • Registry issues
If you experience MagCore.dll error on your system, it is advisable to fix it right away. Though it is not fatal, but if you don’t repair it, you may not be able to access practically all ArcSoft programs on your PC.

Further Information and Manual Repair

Here are some of the efficient and easy manual methods to resolve error MagCore.dll on your PC:

Method 1 - Scan and Remove Malware

MagCore.dll error can be triggered by viral or other malware infection. Malware can easily damage DLL files and masquerade as the MagCore.dll file. To resolve, simply download a powerful antivirus on your system. Run it to scan your entire PC for viruses and remove them right away.

Method 2 - Update the Drivers for Hardware Devices

As we mentioned above the error may be related to hardware failure too. In times like these, it is advisable to update the drivers for hardware devices. For example if you try to play a 3D video game and it fails to run showing you MagCore.dll error message, then simply try updating the drivers for your video card. Drivers can be updated in Windows by using a driver update wizard from within Device Manager.

Method 3 - Use System Restore to Undo Recent System Changes

After trying method 1 and 2, if the error code still persists, then it is opt for method 3. Use Windows System Restore utility to undo recent system changes and bring your PC to its normal previous condition before the error occurred. To restore, simply go to the start menu, type System Restore. Now click on System Restore and just pick a point in the past called a restore point to return important Windows files and settings.

Method 4 - Repair the Registry

If the underlying cause of the MagCore.dll error code is related to registry issues, then simply repair the registry. You can fix it manually but it is a little complicated and time-consuming. You may find it difficult if you are not a technical whiz. Nonetheless to resolve and repair it in seconds, download Restoro. This is a powerful and a user-friendly PC Fixer embedded with a registry cleaner and several other highly functional scanners. Run it to scan your entire PC for registry problems. The registry cleaner utility removes all bad and invalid entries, cleans up the registry space, and repairs the damaged files. Click here to download Restoro and repair MagCore.dll error code on your PC.
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