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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 – Make sure that SmartScreen is enabled

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Option 2 – Check if SmartScreen is down for maintenance

Another possible reason why SmartScreen is not working is that it might be scheduled for maintenance. When SmartScreen is scheduled for maintenance, it will become unreachable for a lot of users at the same time and so before you go over unnecessary troubleshooting steps, you need to verify if SmartScreen is down for maintenance or not.

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Option 2 – Try updating the drivers from the official site of NVIDIA

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Option 3 – Try to roll back the driver to the previous version

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Disable Online Speech Recognition feature via Registry Editor:

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Code 0x80200056 – What is it?

The Error Code 0x80200056 will appear in a few different instances, though always applies to an interrupted download.   Windows 10 will quickly discover that their upgrade and/or download did not work correctly. Not every user who upgrades to Microsoft Windows 10 will face this issue, only a select few random instances will occur. Common symptoms include:
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  • Microsoft Windows 10 upgrade is unsuccessful
  • Users are unable to open any applications after completing the Microsoft Windows 10 install

Solution

Restoro box imageError Causes

This error can be caused by a number of common problems, the first of which is the easiest to diagnose.
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  • Third-party software conflicts can cause this error message during the Microsoft Windows 10 upgrade.
  • Error Code 0x80200056 may also appear if you have corrupted system files on your PC.
  • A change in date and time during the Microsoft Windows 10 upgrade could potentially cause this error.
None of these causes should overtly affect the operation of your PC, but merely prevent the upgrade and/or download from functioning correctly. If your PC is exhibiting other operating system errors in addition to Error Code 0x80200056, it would be wise to contact Microsoft Support before the issues lead to a possible catastrophic failure.

Further Information and Manual Repair

With the very recent release of Microsoft Windows 10, we are seeing a number of users discuss Error Code 0x80200056. Luckily, there are three different methods that any home user can perform to alleviate the error and complete the Microsoft Windows 10 download successfully.

Method 1

Use if your PC restarted accidentally during the upgrade, or if you accidentally signed out of Windows during the upgrade.
  1. Make sure that your PC or Laptop is plugged in, to avoid another accidental restart.
  2. Turn your PC on, or make sure that it is running. (Close any and all unnecessary programs)
  3. Attempt the upgrade again, you should be able to run the upgrade successfully without further issue.
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.
  1. Click on your “start” icon and choose the CMD (command prompt) option.
  2. Right-click on “command prompt” and choose “run as administrator”.
  3. Paste the command “bitsadmin.exe /reset /allusers” into the command prompt and press ENTER.
  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.
  2. Select “run as administrator” (enter a password if asked to do so).
  3. Enter the following command into the command prompt- “sfc/scannow”, press ENTER.
  4. Do not close the command prompt window until the entire process is complete.
  5. The scan will determine if you have any missing or corrupted files. You will receive a message that says either: “Windows Resource Protection did not find any integrity violations”.Or “Windows Resource Protection could not perform the requested operation”.
  6. If you received the first message, then your files are fine. The second message indicates that there are file corruption issues.
  7. To repair the disjointed files, restart your PC in SAFE MODE, and reopen the command prompt window.
  8. Enter the following command into the command prompt- “sfc/scannow”, press ENTER.
  9. After the scan is run again, you will receive a message stating that the files have been successfully repaired.
  10. Restart your PC in normal mode and start the Microsoft Windows 10 upgrade again.
To use a powerful tool to resolve Windows 10 upgrade Error Code 0x80200056 issue, download a powerful tool. Click here to download Restoro. If any of these methods do not allow for the successful upgrading of your Windows system, contact the Microsoft Support team. Make sure to include in your message to support what fixes you have attempted, and what the outcomes were. As Microsoft Windows 10 is so incredibly new, there are bound to be issued while the program is in its infancy. Fortunately, a majority of these issues should be worked out by Microsoft relatively quickly.
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