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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 using Windows 10 Settings

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Option 2 – Try using the Registry Editor

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Option 2 – Apply some tweaks in the Service’s startup settings

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Option 1 – Try fixing the Proxy Settings

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Option 2 – Try setting up Automatically Detect the connection settings

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Error Code 0x80070422 - What is it?

Error Code 0x80070422 can be found on many versions of the Windows operating system including Windows 7, Windows 8, and 8.1, and Windows 10. The reason for its occurrence may vary, however, depending on the version of the operating system that you use.

In the case of error code 0x80070422 in Windows 8, it often occurs when users attempt to update their firewall or download apps from the Windows store. When this error occurs the user is unable to complete the updates and will need to apply different solutions to correct the issue.

Solution

Restoro box imageError Causes

Whenever error code 0x80070422 is encountered on Windows 8 or 8.1, it might be a result of various factors. These error codes include:

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Further Information and Manual Repair

You do not need to be a Windows expert to attempt to solve errors like the 0x80070422 Windows 8 error code. Simply try the solutions below. If however, you feel you need a professional’s help, contact a certified Windows technician.

  • Check for any viruses or malicious software

Viruses and other malicious software are often the cause of various issues within the PC. For this reason, be sure to check your machine for a possible virus infestation. If you are unable to use your anti-virus software or if none is present you might need to download an automated tool that offers overall repair and other solutions.

  • Disable third-party security apps

Another step you can take is to disable third-party security apps. When these apps are downloaded onto your device, it can lead to the disabling of your Firewall and the inability of your device to download other apps. If this is the source of the 0x80070422 error code on your machine, the issue will be resolved after you disable the third-party apps and reboot your computer.

  • Disable Firewall

If error code 0x80070422 in Windows 8 or 8.1 occurred while you attempted to update Windows firewall, one of the best solutions you can try is to disable the firewall. Note however that disabling your firewall should be temporary as it protects your computer from worms as well as hackers that might infect or compromise your PC. Access the firewall by swiping right on the screen then searching for “firewall”. Click “Windows firewall” then select “Turn off Windows firewall”.

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  • Set Windows Update to Automatic

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Error Code 7 - What is it?

This is a typical system error that occurs during Windows setup. To be precise, this error may pop on your computer screen during the text mode portion of Windows setup. The setup hangs and stops responding and the error message is displayed in either one of the following formats:
‘The file I386Ntkrnlmp.exe could not be loaded. The error code is 7.’ or ‘The file I386L_intl.nlf could not be loaded. The error code is 7.’

Solution

Restoro box imageError Causes

Error 7 may be triggered due to several reasons but the 2 most common causes for this error code are:
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  • Faulty RAM modules
  • Registry corruption

Further Information and Manual Repair

To resolve this error on your system, here are some easy and effective DIY methods that you can try.

Method 1 - Change Back the BIOS to its Default Settings

If the underlying cause of error code 7 is related to incorrect BIOS settings, then it is recommended to restore default settings to resolve. You can reset your computer’s BIOS (basic input and output system) settings to factory defaults by selecting the restore defaults option within BIOS or by removing CMOS ( Complementary Metal Oxide Semi-Conductor) battery from your unplugged computer for about five minutes. The battery removal method requires opening the computer case, so only attempt it if you are unable to access BIOS. To reset BIOS follow these steps, reboot your PC and then press the key assigned to loading BIOS during your computer boot splash screen. The key assigned to load and access BIOS varies from manufacturer to manufacturer but usually, it's F1, F2, or F12. Once you enter the BIOS, select the ‘Restore Defaults’ option listed in the menu.  I t may be a keyboard shortcut or be under the Advanced settings menu. Confirm settings and then exit BIOS. Hopefully, this will resolve Error 7.

Method 2 - Remove the Faulty RAM

When error code 7 is triggered by faulty RAM modules, then to resolve it simply remove the memory modules that are installed in the computer. If the error code is displayed again after you remove the memory module, remove a different memory module. This procedure requires you to reboot your PC several times to identify the specific memory module that is not working properly.

Method 3 - Repair the Corrupted Registry

Error code 7 is sometimes also linked with registry issues. If the reason for the error occurrence is a damaged or corrupted registry, then simply download Restoro. This is a powerful PC Fixer embedded with a registry cleaner. It is easy to operate and user-friendly. The registry cleaner detects and removes all errors in seconds. It cleans the registry and repairs the damages in no time. Click here to download Restoro.
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Users are reporting that randomly their screen will just go black for a second and come back. When this happens, it usually distorts any video currently on the screen; sometimes, they can resume working on the PC normally. However, when they view the event logs, they see the error message Display driver nvlddmkm stopped responding and has successfully recovered. In this article, we will address solutions to this issue and how to not have it again.
  1. Remove Aura iCUE plugin (applies to only ASUS motherboards)

    Some PC users discovered that iCue adds an Aura plugin for ASUS MOBOs. That, combined with EVGA Precision X1, was causing the error it seems – this was determined when the screen would turn off and on when opening EVGA x1 software. In this case, the issue was resolved by removing the Aura iCUE plugins.
  2. Change Power Management mode

    Right-click the battery icon on the notification area on the right of the Taskbar. Select Power Options. In the Power Options window, locate your current Power Plan. Select High performance, if that’s not your current power plan. Now, click on Change plan settings next to it. Now click on Change advanced power settings. Expand PCI Express section. Expand Link State Power Management. Now set power saving to Off for both On battery and Plugged in state. This would fix any issues caused by the low power of the video card. Click Apply > OK to save changes.
  3. Update graphics driver

    Go into device manager Expand display adapter section Right-click on adapter Click on update driver Reboot
  4. Rollback graphics driver

    Go into device manager Expand display adapter section Right-click on adapter Click on Roll back driver Reboot
  5. Uninstall and reinstall graphics card driver

    Go into device manager Expand display adapter section Right-click on adapter Click on Uninstall device Reboot
  6. Replace the graphics card

    If everything else failed, replace the graphic card
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Windows 11 23H2 Update Details Revealed

Loving Windows 11 so far? We sure are. Microsoft has clearly decided to take its OS to the next level and keeps showing it through every update. It makes you wonder what’s next - and today, you’ll find out!

Tons of new features have been leaked, and we can probably expect them with the 23H2 update. Here’s everything you need to know so far.

What’s Windows 11 23H2 bringing?

Windows 11
Credit: Windows on Unsplash

There are plenty of new features already confirmed for Windows 11. The only issue is we don’t know for sure if they’re coming with the 23H2 update or separately, at a different time. Whatever the case, a lot of them are pretty exciting.

Here’s an overview of what we might be getting this fall.

  • Windows Copilot. Microsoft wants to add this AI-powered feature based on chatbots like Bing Chat and ChatGPT to assist users with all kinds of actions and tasks on the platform. As part of this development, the integration of first- and third-party plugins and the Bing Chat AI will be enhanced. This is a pretty amazing addition to look forward to, if you ask us.
  • Dynamic Lighting. RGB lovers will rejoice upon this one! Dynamic Lighting will allow you to control your RGB-powered components directly through the Windows Settings, allowing smooth integration of your favorite peripherals with your OS. No need for third-party software anymore!
  • Taskbar enhancements. Microsoft has announced some neat improvements to the Windows 11 taskbar. For one, we’ll be able to hide the Time and Date now, which is extremely useful for focus, but also for clean screenshots. Another change is the ability to shut down programs directly from the Taskbar, without having to run the Task Manager.
  • Expanding native support for archive formats 7-zip, rar, gz and others on the libarchive open-source projects.
  • Microsoft Store AI features. The theme of AI power is clearly being taken up a notch, because the Microsoft Store seems to be getting several awesome features in this regard. One of them is AI hub, which “curate the best AI experiences built by the developer community and Microsoft” (Windows Developer Blog). We’re not sure what that means exactly, but we sure can’t wait to see.

Another is AI-generated keywords, designed to improve the discoverability of apps you’re searching for. Moreover, the AI-generated review summary is designed to give us a simpler experience looking at reviews. Huge numbers of reviews will be compiled into a summary that’s easy to scan and lets us discover new content faster.

  • Other Microsoft Store improvements. Business owners will be happy to hear that Microsoft Store ads will now reach 150+ regions worldwide, significantly increasing the audiences they can target. Furthermore, there will be enhancements to the Backup and Restore functionality to give users a more seamless experience in case they switch devices. 
  • File Explorer changes. Rumor has it that Microsoft is working on a Gallery to be embedded within the File Explorer. The addition of a Recommended section might be on the horizon as well. 
  • Widget Panel update. The introduction of the Widget Panel in itself was exciting for many. As a next step in the development of this feature, Microsoft is planning to make it possible to pin widgets to the desktop. 
  • Presence sensor. You might actually already have this one, as it was rolled out as part of Moment 3 for compatible devices. With the Presence sensing app, found in the Privacy settings, you can decide which (if any) apps use APIs to detect the state of your activity on Windows. This can significantly enhance privacy and security, as you can have apps containing sensitive data lock automatically when unattended. If you’re a laptop user, it can also be beneficial to your battery life.
  • Bluetooth LE. Microsoft is adding support for Bluetooth Low Energy, a functionality that allows reduced battery consumption when devices are connected.
  • Adding more languages to the Live Captions feature. This specification is only as powerful as the languages it supports. Microsoft is reportedly working on expanding the list with 10 more languages.

Summary

We’ve got some interesting stuff to look forward to with the next major Windows 11 update. And these are just the things the Internet’s actually heard of, so who knows what else Microsoft might be planning? It remains to be seen, hopefully just a few months from now. 23H2 has been released on October 31st.

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