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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 – Try to change the file type association

You need to check if the file type association of the JPEG files are correctly set or not since there are tons of third party programs that change the file type association automatically to themselves without your permission the instant they are installed and so if any of these third-party programs are broken, then naturally, your JPEG files won’t really open. That’s why you can try changing the setting to the default photo viewer instead of the third-party one. To do so, follow the steps below.
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Option 2 – Try to update your computer

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Resetting the Photos app could also help you in fixing the problem. Note that this option will reset all the configurations and your data associated with your Photos and makes the application go into a state when you first started using it and that this option will fix any discrepancies that your application might be experiencing right now.
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The first thing you can do to fix the issue with the keyboard is to enable the Numlock since one of the most common reasons for this kind of problem is where the keyboard won’t type numbers because the Numlock key is disabled. Thus, you have to enable this key by pressing it once to enable the number pad.

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Option 3 – Reinstall, update or rollback your keyboard driver

Once you’ve determined that the problem is in the software part of the keyboard, it is now time to try to reinstall, update or roll back your keyboard drivers. To reinstall the driver for your keyboard, refer to these steps:
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If you by any chance are unavailable to participate in the Autumn sale, do not worry, Steam winter sale is coming on December 22nd and it will last until January the 5th so you can save for it.

The best tactic for sale is not to jump on the train right away, it is best to wait until a few days, maybe even until the last 2 days since some games can go even lower on discount in the last days of the sale. Also, there might be also some packages that include games you wish to buy but are packed with other ones in a bundle and even with a higher discount.

So get prepared for the upcoming sale and treat yourself to something nice!

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Option 1 – Run the Blue Screen Troubleshooter

The Blue Screen troubleshooter is a built-in tool in Windows 10 that helps users in fixing BSOD errors like rtwlane.sys Blue Screen error. It can be found on the Settings Troubleshooters page. To use it, refer to these steps:
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Option 2 – Try to update or rollback your Network driver

If you have updated the driver software as of late and you suddenly got this BSOD error, you might have to roll back the device driver – in other words, switch back to the previous working version. To do that, follow these steps:
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Option 3 – Try running the System File Checker Scan

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Hardware checks

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Now when the hardware issue is out of the way we can focus a little more on the software part.

Let's try the first easy solution, run Windows built-in troubleshooter

  1. Click the Windows button and type Control Panel. Then select the top result.
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EhRecvr.exe Error Code - What is it?

EhRecvr.exe is an executable file located in a subfolder of C:\Windows (usually C:\WINDOWS). An executable file is denoted by the filename extension .exe. You should only run executable files from the publisher you trust because .exe files are prone to errors. Executable files can potentially change your computer settings and harm your computer.  These files can easily get corrupted. Similarly, when the EhRecvr.exe fails to run on the computer and gets corrupt, you experience an EhRecvr.exe error on your system. This error code may pop up while playing games on the PC or using any other program. EhRecvr.exe error may be displayed in any one of the following formats:
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Solution

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Further Information and Manual Repair

To resolve the EhRecvr.exe error on your system, you don’t have to hire a professional and spend hundreds of dollars in repair. Here are the best and easy DIY methods that you can try to fix this error. To work around these methods you don’t need to be a technical whiz. Let’s get started:

Method 1 - Restore EhRecvr.exe from Recycle Bin

In the case of EhRecvr.exe file deletion, it is advisable to check the recycle bin. Search through the bin for the file. If you find it, then simply restore it, if not then if you have access to the internet, then download it from a trusted website.

Method 2 - Reinstall the Associated Software That Uses EhRecvr.exe File

If you receive this error when you want to use certain software on your PC, then try reinstalling that software again on your PC. This will be very helpful to obtain the EhRecvr.exe file that is not provided by Microsoft. To re-install, first, uninstall the program. Go to Add/Program in the control panel and find the program and then uninstall it. Once uninstalled, simply follow the same steps but this time round install the software. This will hopefully help resolve the EhRecvr.exe error code.

Method 3 - Update Drivers for Hardware Devices

Sometimes the error may pop up due to outdated drivers. If this is the cause then the best way to resolve the issue would be to update the driver. Use the wizard within the Device Manager to update the outdated drivers.

Method 4 - Scan for Viruses

Viruses and malware can disguise as executable files. These usually enter your PC through downloads from unreliable websites and phishing emails. In such an event, it is recommended to install a powerful antivirus. Scan your entire PC and remove all viruses to repair the issue.

Method  5 - Clean and Repair the Registry

Another method is to clean and repair the registry. If you don’t clean the registry regularly it may get accumulated with obsolete files and get corrupt. This may generate EhRecvr.exe error codes. To resolve, simply download Restoro. This is a user-friendly PC Fixer with a powerful registry cleaner. It scans for all registry errors, wipes out all the invalid entries and obsolete files and repairs corrupted DLL and .exe files in minutes. Click here to download Restoro and resolve the EhRecvr.exe error now!
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Option 1 – Try to check the Fade button

The first thing you can do is to check the Fade button on the on-screen keyboard. You can find it at the bottom right corner of the keyboard. If it is enabled, then it’s probably the reason why your on-screen keyboard is transparent as it lets it fade in the background. Thus, you have to disable it to resolve the problem.

Option 2 – Try to run the Windows Touch Keyboard troubleshooter

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Option 3 – Try to restart the process of the on-screen keyboard via Task Manager

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  • Once you found it, click on the drop-down arrow next to it and right click on the “On-screen Keyboard” option, and select End task to end its process.
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  3. At the top, under the Restart required to click on Schedule the Restart
  4. Click the switch under Schedule a Time to turn it ON
  5. Use the Pick a Time and Pick a Day menu to set time and day when you want to update
  6. Go back to one screen and visually confirm that the date is set
  7. Close the settings
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Internal Error 2503 - What is it?

Internal Error 2503 mostly pops up on Windows 8. It occurs when you try to uninstall or install software on Windows 8. The error code message may vary and displayed in different formats such as:
The installer has encountered an unexpected error installing this package. This may indicate a problem with this package. The error code is 2503. Called RunScript when not marked in progress The installer has encountered an unexpected error installing this package. This may indicate a problem with this package. The error code is 2503. Called Install Finalize when no installation is in progress

Solution

Restoro box imageError Causes

Some of the most common causes for internal error 2503 are:
  • Permission not granted to access the Windows Installer Folder
  • Viruses
  • Problems with Windows Installer

Further Information and Manual Repair

To repair this issue on your PC without any professional assistance, try the DIY methods given below:

Method 1

Internal error 2503 may occur when your account has limited privileges. You don’t have the privilege to use or access the Windows Installer folder. Your inability to access this folder hampers you from successfully install or uninstall the desired program on your PC. To gain access, you need to ensure you have permission.
  • For this navigate to the C:\windows folder. Here find the installer folder and then right-click and choose properties.
  • After that click on the security tab and check if the System and Administrator account has Full access permission.
  • For that make sure the system group option has ‘all’ selected to allow you full permission.

Method 2 - Re-register Windows Installer

Another alternative to resolve internal error 2503 is to re-register Windows Installer.
  • To do this, go to Start and click Run. Now type ‘msiexec /unreg’ in the Run box and then press enter.
  • Follow the same steps and now type ‘msiexec /regserver’ in the box and then press enter. This will resolve the issue.

Method 3 - Remove Viruses

If internal error 2503 is triggered by a viral infection on your PC, then it is advisable to download an antivirus and scan your entire system. Viruses are notorious for system failures and pose data security threats. If not removed timely, these malicious programs can damage your PC. To remove all viruses on your system, run an antivirus. An antivirus detects all malicious software programs including viruses, malware, adware, and spyware. Delete all the malicious files found right away. This will help resolve internal error 2503.
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Easy Guide to Resolving Error Code 16

Error Code 16 - What is it?

Code 16 is a type of Device Manager error code. Windows XP users are most likely to encounter it. This error pops on XP systems that are running legacy or not plug-and-play hardware.

Error code 16 is displayed in the following format:

‘Windows cannot identify all the resources this device uses. (Code 16)’

Solution

driverfix boxError Causes

Error code 16 occurs when you use a peripheral device such as an external drive or a printer and that device is not properly or completely configured. Though the device may have been recognized before Windows fails to verify its configuration. Simply put, error code 16 appears when devices are partially configured.

In addition to this, another cause of error 16 is outdated or corrupt device drivers. Devices often fail to run successfully because of driver problems.

Device drivers are programs that provide instructions to control different devices attached to the computer system such as audio devices and printers to name a few.

Though error code 16 is not fatal like other PC error codes such as BSoD; however, it may hamper your ability to use certain devices installed on your system and lower your work productivity.

To avoid inconvenience, it is advisable to resolve the error immediately to avoid inconvenience.

Further Information and Manual Repair

PC error codes are often considered technical and difficult to resolve which is why many prefer to hire a professional for the repair job rather than doing it themselves.

Small repair jobs like fixing error code 16 by a professional computer programmer may cost you hundreds of dollars.

So, why incur so much cost when you can repair it easily by yourself even if you are not a technical whiz.

Error code 16 is easy to repair.

Here are some effective DIY methods that you can use for resolving error code 16 on your PC. These methods require no technical background, knowledge or expertise for that matter. Just simply follow the instructions and resolve the error code 16 issue.

Let’s get started…

Method 1 - Setup from the Disk that Came with the Hardware Device

Run setup from the disk that came with the hardware device, or you can simply copy the setup software file to your hard drive/flash drive. Refer to the vendor’s direction to set up.

If for any reason you’re unable to find the directions, simply uninstall the device. Then go to the start menu, Control Panel, and select ‘Add New Hardware’.

Now pick the appropriate hardware and follow the steps that the Wizard suggests. This is most likely to resolve the error code.

Nonetheless, if the error code still persists, then try method 2.

Method 2 - Allocate More PC Resources

Another alternative method to resolve error code 16 is to allocate more PC resources to the device. To specify additional resources:

  • Go to the start menu
  • Type Device Manager
  • Then go to the Device properties and click the resources
  • Here specify the device in the Device Manager
  • If you see a resource with a question mark, assign that resource to the device
  • However, if for any reason the resource is unable to change, then simply click ‘Change Setting’.
  • If Change Settings is not available, then click the box to the ‘Use Automatic Settings’ box. This will make the option available.

Method 3 - Install DriverFIX

As previously stated above, device manager error codes like error code 16 may also occur due to driver problems. If this is the underlying reason for error code 16 on your system, then the best way to resolve it is to install DriverFIX.

DriverFIX is user-friendly, advanced, and feature-filled software deployed with an intelligent programming system, which detects all problematic device drivers automatically in seconds.

It matches these drivers with their latest versions and updates them smoothly without any hassle, resolving error code 16 right away.

And furthermore, once you install this software on your PC, you don’t have to worry about driver problems anymore typically because it updates drivers on a regular basis with compatible and new versions, ensuring that your computer functions properly. It is easy to install and is compatible with all Windows versions.

Click here to download DriverFIX to repair error code 16

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