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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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FREE scrapbooking templates, layouts, and graphics! Get creative with tons of FREE scrapbooking features. With MyScrapNook, you can make beautiful, custom scrapbooks — with just a few clicks. Let us help you capture the memories with FREE scrapbook templates. The MyScrapNook extension offers convenient web search and features from the Chrome New Tab page.

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  • Now select 100% when it is on Battery and Plugged in.
  • After that, expand the System cooling policy option and make sure to set it as Active to make sure that the battery won’t overheat.
  • Finally, apply the changes made to all the profiles of the power management and restart your computer. This will ensure that your CPU will run at maximum power at all times.

Option 2 – Try to update or disable the Intel Power Management driver

The next option you can try is to update or disable the Intel Power Management driver. The Intel-powered computers have dedicated software that controls CPU speed and Fan speed when it needs to save battery. You can try disabling it temporarily and check if there are any changes with the CPU fan speed.
  • First, restart your computer by holding the Shift key to boot your computer into Troubleshooting or Advanced mode.
  • Next, go to Troubleshoot > Advanced Options > Command Prompt.
  • Then change the directory to C:/Windows/System32/driver and then rename the file named “Intelppm” by entering the “ren intelppm.sys intelppm.sys.bak”.
  • Now restart your computer.
Note: If you were not able to find the drivers in C:/Windows/System32/driver, check if they are available under C:/Drivers/IntelPPM. After that, the CPU speed should change now with the Intel driver missing from the system. And in case you want to enable it, simply follow the same steps given above and rename the file again.

Option 3 – Try disabling the IPPM using the Command Line or Registry Editor

  • Command Prompt:
    • Tap the Win + R keys to open the Run dialog box and type “cmd” and tap Enter to open Command Prompt.
    • Next, type this command and hit Enter: sc config intelppm start= disabled
    • The “sc config” command you entered modifies the value of a service’s entries in the registry as well as in the Service Control Manager database.
  • Registry Editor:
    • Tap the Win + R keys to open the Run dialog box and type “Regedit” in the field and hit Enter to open the Registry Editor.
    • Next, navigate to HKEY_LOCAL_MACHINESYSTEMCurrentControlSetServicesintelppm.
    • From there, double click on the intelppm and change the Start key value to
    • Now close the Registry Editor and reboot your computer.
Note: The steps given will make sure that the CPU will run at maximum power at all times.
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Fix Template_fields error in Microsoft Word
As you know, Microsoft Office Word is a program that’s widely used all over the web and it’s because it’s the best program there is when it comes to editing and processing words. However, even when it is the best there is, it is not without its faults and so on as it can still encounter some errors every now and then. One of these errors is the Template_fields errors. When you encounter such an error, you will see a pop-up window. This strange error randomly appears on documents but you need not worry as this post will provide you with possible solutions to resolve the problem. But before you proceed with these solutions, you have to create a backup for all your Word documents to Microsoft OneDrive preferably. To fix the problem, you can try to disable the add-ins or try to start Word in Safe Mode or repair Office. For more details, refer to the options given below.

Option 1 – Disable the Add-ins

Although add-ins enhance Microsoft Word, there are times when they can also cause problems that end up breaking Microsoft Word instead of improving it which is why you have to disable them. Refer to the following steps to do so:
  • Open Microsoft Word and then click on File.
  • After that, select Options from the menu and then click on Add-ins.
  • From there, you’ll see Manage: Com Add-ins as well as a button that says Go.
  • Now click on the Go button and wait for a couple of seconds for a new window to appear.
  • In the newly opened window, uncheck all the Add-ins and click on OK.
  • Restart Microsoft Word and check if the “Template_fields” error is now fixed or not.

Option 2 – Try starting Word in Safe Mode

You might also want to try rebooting Microsoft Office in Safe Mode as it is one of your best shots in finding out whether the problem is internal or external. However, if the problem does not appear after you reboot Microsoft Word in Safe Mode, then there is a possibility that the problem is with Microsoft Office itself. On the other hand, if the problem persists, then it could be a deeper issue.
  • First, start Microsoft Word in Safe Mode.
  • Next, tap and hold the Ctrl key on your keyboard and open the Word document.
  • After that, you should see a dialog box. Click on Yes and see if Microsoft Word opens in Safe Mode.
  • Alternatively, you can open the search box and then type “winword.exe /safe” and hit Enter.

Option 3 – Try repairing Microsoft Office

If the first two options didn’t work, then you might want to try repairing Microsoft Office without getting rid of it. In most cases, this usually works in fixing any problems and returns the program back to its default state. To repair Microsoft Office, follow the steps below.
  • Right-click on the Start Menu button and select Apps and Features.
  • Next, scroll until you see the Microsoft Office program you want to repair and then select the Modify option.
  • After that, follow the options to repair Microsoft Office and then restart your PC and see if the “Template_fields” error is no longer present.
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How to Fix Error Code 43

Code 43 - What is it?

Code 43, Device Manager Error, is reported when Windows doesn’t recognize a hardware device such as the video card, USB, printer, or any other piece of external hardware attached to your PC.

The Device Manager stops the hardware if it reports some kind of unspecified problem. It is mostly displayed in the following format:

“Windows has stopped this device because it has reported problems. Code 43”

Solution

driverfix boxError Causes

Code 43 can be triggered due to several reasons. However, 95% of the times it is related to the device driver problems such as:

  • Missing Drivers
  • Corrupted Drivers
  • Outdated Drivers

Driver problems pop up when either new driver versions are available or drivers become damaged due to some underlying reasons like viral infections.

Other than driver problems, code 43 can also pop up when you install and remove the software. This can cause hardware conflict in the registry, altering driver communication.

Code 43 can hamper your ability to use your desired device smoothly.  Although Code 43 is not a fatal error code like Runtime and BSoD errors, it is still advisable to resolve it immediately to avoid inconvenience.

You can sometimes bypass error code 43 temporarily by a simple PC reboot but this will not fix the problem permanently. For a permanent fix, try the methods given below.

Further Information and Manual Repair

To help you repair code 43 permanently from your PC, below are some of the best, easy perform, and effective solutions. Simply follow the steps to get rid of code 43 from your PC.

Method 1 - Launch and Run the Troubleshoot Wizard

This is one way to find the exact nature of the problem that spurred error code 43 to pop up. To launch and run the Troubleshoot Wizard, here’s what you need to do:

  • Go to the start menu
  • Type Device Manager in the search bar and then press enter
  • Click on Device Manager to run it on your system
  • Now click on the ‘General Tab’
  • After that press Trouble Shoot to launch the Troubleshooting Wizard

The Wizard will diagnose the problem and provide you a solution to resolve it, all you have to do from there is to follow the Wizard’s instructions

Method 2 - Check the Hardware Documentation

If for some reason Method 1 doesn’t work,  another solution would be to check the hardware documentation for more information about diagnosing the problem.

Method 3 - Uninstall Faulty Drivers

If the underlying reason for code 43 is related to driver problems, then the best way to resolve it is to uninstall faulty drivers and then reinstall new drivers. One of the many ways to uninstall drivers is:

  • Click on the start button
  • Type ‘sysdm.cpl’ in the search box and then press enter to continue
  • In the System Properties dialog box open the Hardware tab
  • Click Device Manager and then double click Device Type
  • Now click on the problematic hardware device reporting code 43
  • After that go to the Driver tab and click Uninstall to uninstall that driver completely
  • Visit the manufacturer’s website and download the new driver version
  • Install it on your system by extracting the .ZIP file

Method 4 - Update Drivers Automatically

Identifying and updating new driver versions manually can be both frustrating and time-consuming especially if you are in a rush and no computer whiz.

Also, after you update the drivers, you need to keep checking them time and again to ensure they don’t become outdated. You need to update them every time new versions are available which can be stressful.

To avoid this hassle by repairing code 43 permanently, download DriverFIX. This is an innovative and user-friendly device driver software program exclusively designed to resolve all kinds of driver problems.

Whether code 43 occurs on your PC due to missing or outdated drivers, DriverFIX can resolve the problem easily.

The intelligent programming system embedded in this software enables it to detect problematic and outdated drivers in seconds.

It matches new and compatible versions and updates the drivers immediately, automatically, and on a regular basis in just a few clicks. This resolves code 43 and also ensures that all your drivers remain up to date.

DriverFIX is compatible with all Windows versions.

Click here to download DriverFIX to repair and resolve code 43 right away.

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