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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".

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

Ntdll.dll Error - What is it?

Ntdll.dll is a type of DLL (Dynamic Link Library) error. DLL errors are some of the most common but complicated errors to troubleshoot and resolve by PC users. The Ntdll.dll error message is displayed in the following formats:

• "STOP: 0xC0000221 unknown hard error C:WinntSystem32Ntdll.dll
• "NTDLL.DLL Error!"
• "STOP: C0000221 unknown hard error SystemRootSystem32ntdll.dll"
• "[PROGRAM NAME] caused a fault in module NTDLL.DLL at [ANY ADDRESS]"
• "AppName: [PROGRAM NAME] ModName: ntdll.dll"
• "Crash caused in ntdll.dll!"
• "Unhandled exception at [ANY ADDRESS] (NTDLL.DLL)"

You may come across the ‘Ntdll.dll error’ pop-up either when you try to run a program or after using it or while the program is running. It may also appear when Windows starts or shutdowns or even during Windows installation.

Solution

Error Causes

The Ntdll.dll error code can be triggered due to numerous reasons such as:

• DLL file corruption due to hard drive bad entries
• Missing DLL files
• Corrupt hardware drivers
• Viruses
• DLL file misconfiguration

It is recommended to resolve this error code immediately on your PC to avoid inconvenience and serious PC damages like program lockouts, system failure, freeze, and crash

Further Information and Manual Repair

All the causes for ‘Ntdll.dll’ are linked with the registry. The registry is the main database of your system. It saves all the activities and files on your PC including the important data file and unnecessary files such as the junk files, temporary internet files, and obsolete files, files of the programs installed, bad entries, invalid registry keys, and cookies. These files take up also hard drive space thereby causing dll file damage, disk fragmentation, and data overload. Ntdll.dll error may also occur to due viral infection and malware attack. There are 2 ways to resolve the Ntdll.dll error. One is to install 2 separate tools, the registry cleaner, and antivirus, and run them separately to scan for errors. This option is time-consuming and running an antivirus can also slow down the speed of your computer. Therefore we recommend that you opt for the second alternative that is to download Restoro.

Why Restoro.

• This is an advanced, innovative, and multi-functional PC repair tool embedded with several powerful PC repair utilities like a registry cleaner, an antivirus, and a system optimizer. This is a one-stop solution for all your PC errors.
• It is user-friendly, safe, efficient, and compatible with all Windows versions. The registry cleaning feature scans for all registry issues.
• It wipes out all the unnecessary files from the hard drive, repairs the damaged dll files, and restores the registry, thereby resolving the Ntdll.dll error code right away.
• The privacy error utility functions like an antivirus. It detects and removes all the malicious software like viruses, malware, Trojans, and spyware. Simultaneously, the system optimizer feature boosts the PC speed.

Click here to download Restoro and resolve the Ntdll.dll error on your PC today!

What's the 0x80040116?

Ms-Outlook is the widely used and most favored program to get and to send e-mails within workplaces. In addition, it eases customers' business execution through additional features like producing schedule records to retaining track of important dates and sessions, preserving details on addresses, producing several files for handling significant e-mails and accessories, and additionally preserving drafts of emails individuals intend to send in future. Ms-Outlook helps individuals handle functions and organize with each other effectively and economically. Nevertheless, everything may suddenly halt when the problem code information screen is experienced by the Outlook user, you. This is time-consuming and annoying as it prevents you from getting into your account and could lock you away from your view e-mail account. Error code 0x80040116 is a familiar Outlook error that jumps up with no caution on the display. Besides restricting your capacity to utilize your Outlook account, it presents a critical risk to the private data you've stored inside. Additionally, there is the chance of losing parts and information preserved in your e-mail account.

Error Causes

Finding and determining error code 0x80040116 cause isn't fairly easy. The truth is that there are several distinct causes that could activate this error A few of the major causes of this error include:-

• Broken PST list document. Ms-outlook uses this file to handle the users' requests. You can encounter this problem signal when it gets ruined.
• 2 gigabytes limit is exceeded by the PST record. You have been incorporating data to Outlook accounts for years frequently without any erasures. When the 2GB limit is reached this error may surface.
• PST file gets damaged. This generally occurs thanks to virus contamination to the System or sudden system shutdown.
• Problems with account settings.

Further Information and Manual Repair

The error 0x80040116 is displayed in just one of these types:

• "Outlook.pst cannot be accessed - 0x80040116(where "Outlook.pst" is PST file name)"
• "Sending and receiving reported error (0x80040116): Unknown error 0x80040116"
• "Outlook.pst cannot be accessed – 0x80040116"

When you have this error, it is advisable to correct it promptly to ensure it doesn't interfere with your productivity and work. You do not require to contact an IT expert, to solve this issue. It's graded as an error signal that's easy to repair. So you do not want need deep IT knowledge to fix it. There are two methods to remove this problem signal. Erase some memory if the error is created by excessive data. This technique functions in the event the error's cause is PST size. However, that is not likely the best method to repair it if dropping the data that is outdated is no alternative. Maybe the one that is greatest and the 2nd alternative is to install and to obtain Stellar Phoenix Outlook PST Repair. Why is this the solution that is most effective to repair and solve the problem code 0x80040116 out there is that the software can fix the malfunction no matter the trigger? What this means is you do not have to understand the nitty-gritty of determining a problem signal and then locate a unique option to fix its cause. Wait there is a lot more! Stellar Phoenix Outlook PST fix tool is compatible with all versions of Windows. Therefore, whether you've got 2007, the 2000 version, or 2010 Outlook editions, you do not have to be concerned about the compatibility like with several other repair resources out there. Also, it solves the issue in a short while as well as re-establishes each of the e-mails, contact records, and diary info. That means that if you had lost the info as a result of error code 0x80040116, it is possible to heave a sigh of relief as everything is going to be regained right back. What you need to do is click here, Download, and run Stellar Phoenix Outlook PST on your computer to recover your ms-outlook accounts now and fix error code 0x80040116.

Windows PowerShell is a powerful tool inside the Windows environment often overlooked by typical users which is a great mistake since it can offer a large array of functionality and usability and if used well can offer a unique working experience. Today we will be using PowerShell to turn the WEB camera off so it can not be accessed, completely disabling it for use. You might want to do this for security reasons or just want to learn few new things. Whatever your reason might be, I am welcoming you to this tutorial and please do keep reading.

Finding device ID

In order to disable the WEB camera first thing we need to do is to find a matching device ID. We will find this value inside the device manager, so press ⊞ WINDOWS + X to open the secret menu. In the menu choose device manager and click on it. When the device manager opens, expand the Imaging devices or Cameras section. Right-click Integrated Camera or the primary webcam, and click Properties. Go to the Details tab. Under the Property section, click to select Matching device ID from the drop-down. Right-click the value and select Copy The next step is to download and install Windows Driver Kit (WDK)

PowerShell script

Create and run a PowerShell script with the following parameters/values to disable the camera. Substitute the <FOLDER> placeholder with the actual name of the folder where your copy of Devcon is residing

$id = (Get-CimInstance Win32_PnPEntity |

where caption -match '<PRIMARY CAMERA>').pnpDeviceID

$ppid = "{0}{1}" -f '@',$id

Set-Location c:\<FOLDER>

Devcon status $ppid

Devcon disable $ppid

Devcon status $ppid

To enable the camera device, run the command below in PowerShell:

devcon enable $ppid

If VirtualBox suddenly displays a black screen without any text or mouse cursor when you are trying to boot a guest operating system, then read on as this post will guide you in fixing such an issue. This black screen occurs when Windows 10 failed to provide a specific setting that VirtualBox requires. Consequently, you will not be able to install or use any guest operating system in VirtualBox even if your PC has virtualization support, the best thing you can do now is to fix this black screen issue. There are two ways you can fix this black screen in VirtualBox, you can either try to disable Hyber-V or disable 3D Acceleration. For more details, refer to each one of the given options below.

Option 1 – Try to disable Hyper-V

Hyper-V is a built-in virtualization tool available in Windows that helps users in creating a virtual machine as well as install a guest operating system without using any third-party tool like VMware, VirtualBox, and many more. However, the problem with this virtualization tool is that some systems cannot run it and VirtualBox simultaneously which is most likely why the screen abruptly turns into black. Thus, you have to disable Hyper-V to resolve the problem. How? Refer to these steps:

• In the Start Search, type “Turn Windows features on or off” and then click on it from the results.
• Once you’ve opened the Windows Features window, remove the checkmark from the Hyper-V box.
• Click the OK button and then restart your computer.
• Now try to use VirtualBox again and see if the problem is fixed.

Option 2 – Try to disable 3D Acceleration

The guest operating system will use the host computer’s GPU to render 3D graphics if you enable the 3D Acceleration for the virtual machine. To simply put it, it will enhance the graphics of the virtual machine and will let you use 3D graphics. Although it may seem nice, it can actually cause the black screen to appear as well so you might have to disable it to isolate the problem. In fact, a lot of operating systems have failed to use the 3D Acceleration for the guest operating system because of this black screen issue. To disable it, follow these steps:

• Open VirtualBox on your computer and select the virtual machine.
• Next, click on the Settings button and go to the Display section.
• After that, look for a checkbox named “Enable 3D Acceleration” located on your right-hand side and then uncheck it.
• Save the changes you’ve made and reboot your PC and see if you can now run the virtual machine without any problem.

Privacy is a hot topic lately in all circles so naturally themes like private or incognito browsing pop up immediately as discussion topics. Naturally, when discussing private or incognito browsing it is very important to understand what exactly private or incognito browsing is, what does it do and how it works in order to shed some light on is it really private and safe as we are told. So, when you browse the internet normally websites have tendencies to save your browsing data, save cookies, remember passwords, etc in order to provide you with a better surfing experience next time you visit that same site. Private or incognito browsing treats you as a completely new user which is the first time visiting a given website. It clears all your data, including your browsing history, cookies, etc., on exiting. Every website you visit in private or incognito mode treats you as a new visitor, even if you have visited it before in incognito mode. And basically, that's it. So is it really private? No, it is just a non-remembering mode of internet browsing where after your browsing session history and other data is cleared from the browser, but while you are on the internet you are pretty visible to all like any other normal user. There are a lot of misconceptions and wrong thinking about browsing the internet in this mode so let's take a look at some typical ones.

1. The government and other companies can not track me

   Many people think that the Government cannot trace their identity when they surf privately. This is only a myth. There are many ways by which the Government can reach you if you do something illegal. When you surf online, you are connected with an ISP of your area, which helps the officials track your location.

2. Virus and other malware can not infect me while in private or incognito mode

   Many people think that private mode protects them from virus and malware attacks. It is not true because malware and viruses can enter your PC through a software download, phishing email, etc. To protect your PC from virus and malware attacks, you should have good security software.

3. My IP address is hidden when I am in incognito or private browsing mode

   This is not 100% true. If you search “What is my IP” in incognito and standard mode, you will get the same results. This means that websites can view your IP address in private mode also. Using a VPN would be a good option if you want to hide your IP.

4. I can not be tracked via ads

   Since cookies are deleted after exiting private browsing, many people think that ads cannot track them. When you surf in incognito mode, the browser saves cookies in a temporary mode, allowing ads to track you during your entire private browsing session.

5. I am not visible when I am in incognito or private

   You may think if you sign in to your Gmail or other social media accounts in private mode, no one will see you online. This is not true. It does not matter whether you have signed into your account in normal mode or incognito mode; others can always spot you online.

In your regular browsing mode, you may have some addons, extensions, themes, etc installed and you can use them. They may track your activities. The data is deleted when you exit the browser. When you use the private browsing mode, the browser is loaded in its original form, typically without the installed addons, extension, themes, etc. The data gets deleted when you exit the browser. This mode doesn’t save data to disk but keeps it in memory during the current session. If you are really concerned about your privacy we have articles about using DuckDuckGo and deep web where you can be sure that your browsing sessions are encrypted.

What's program restore no longer working error?

The element of system restore is vital in the Windows operating system, and on occasions, it might be a genuine lifesaver. If for some reason you discover that the System Restore is not correctly functioning in Win7 or Windows 8 operating system:

1. The points of system restore are not be being produced by hand or mechanically,
2. You are unable to create by hand the restore points
3. The system restore fails, and you're incapable of restoring your personal computer,

The subsequent are a few tricks that could allow you to solve this issue.

Solution

Error Causes

There are lots of variables that will trigger this malfunction in your Personal Computer. The remedy to the issue will depend on its cause. You ought to attempt the next actions in no sequence.

Further Information and Manual Repair

1. Physically, strive to make Program Restore points. Subsequently, pay attention to the Error Messages(s) you receive. If none, check to see whether a restore point has been created.
2. Eliminate the protection applications or anti-virus and then try creating a restore point.
3. Startup the Computer in Safe-Mode. Oftentimes, non-Ms drivers or providers may restrict the smooth working for System Restore. The other viable choice, try a clean boot and see whether system restore is back to normal.
4. Run file checker.  Quite simply, operate the sfc /scannow from the superuser command line. When the program record test is complete, restart your computer and assess whether system restore is operational.
5. Run disk check as the administrator. Type chkdsk /f /r and subsequently push Enter. Allow this procedure to finish before attempting a system restore.
6. Ensure the System Restore function is allowed in the drivers where you need this function allowed. For System Restore point to be saved, you must have free space of around 300 MB on each one of the devices which have the Program Safety perform turned-on.
7. Ensure that there's adequate space on the drivers where System Restore performs is allowed.
8. In the search box inside the Start Button, type "Services.msc" (with no quotes) and then push Enter. Ensure that at this time around Process Scheduler Service and the " Volume Shadow Copy " are correctly working, and are set on Automated mode. Make certain you start the System Restore service if it's not set place to automatic mode. Remember that you'll have to restart the computer in this process. Do this and subsequently try again, in case the system needs a reboot.
9. In the search box, type eventvwr.msc /s subsequently push enter to open the Event Viewer. Double-click on the applications and Services Logs, then assess if you can determine the cause of the error.
10. Could your network administrator have turned off the System Restore? Contact them. Ask them to re-activate system restore for your computer if they have switched it off.

Recently, a number of users reported that their Google Chrome browsers keep on opening new tabs no matter what they do. This issue could be due to lots of reasons but the main ones are corrupt installation, background applications, adware, dubious browser extensions, malware, and so on. Although there are a lot of possible causes for this particular issue in Chrome, its potential fixes are straightforward so you should not have any problem following the given options below.

Option 1 – Get rid of any conflicting browser extensions

As mentioned, shady browser extensions can cause unusual behavior in a browser. Chances are, these extensions or toolbars might be conflicting with the loading of the website. Thus, you have to get rid of these unwanted extensions and toolbars to fix the issue.

• Open Chrome and press Alt + F keys.
• Go to More tools and click Extensions to look for any suspicious browser extensions or toolbars.
• Click the Recycle bin and select Remove.
• Restart Chrome and press Alt + F keys again.
• Proceed to On Startup and mark Open a specific page or set of pages.
• To check if the browser hijacker is still active, click Set pages, if it is active, overwrite the URL.

Option 2 – Try to disable applications from running in the background

• Open Google Chrome and then click on the menu button located in the top-right corner.
• From the drop-down, select Settings and then scroll down until you see the Advanced button. Click on it.
• Next, turn off the toggle for “Continue running background apps when Google Chrome is closed” under the System section.
• Now restart Chrome and check if it is working properly.

Option 3 – Try to configure the search settings of Chrome

• Open Google Chrome and type any search query in the address bar and then tap Enter.
• After that, it will open the Google search engine. From the top-right corner, click the Settings button.
• Next, select Search settings from the drop-down menu.
• Then scroll down to the new page that appears and make sure that the “Open New Window for each result” option is set to Uncheck.
• Once you’re done, save the changes made and restart Google Chrome.

Option 4 – Reset Chrome

Resetting Chrome can also help you fix the error. This means that you will be restoring its default settings, disabling all the extensions, add-ons and themes. Aside from that, the content settings will be reset as well and the cookies, cache, and site data will also be deleted. To reset Chrome, here’s what you have to do:

• Open Google Chrome, then tap the Alt + F keys.
• After that, click on Settings.
• Next, scroll down until you see the Advanced option, once you see it, click on it.
• After clicking the Advanced option, go to the “Restore and clean up option and click on the “Restore settings to their original defaults” option to reset Google Chrome.
• Now restart Google Chrome.

Option 5 – Try to clean reinstall Chrome

There are instances when programs leave files behind after you’ve uninstalled them and the same thing can happen to Chrome so before you reinstall Chrome, you have to make sure that you have deleted the User Data folder. To do so, refer to the following steps:

• Hit the Win + R keys to open the Run dialog box.
• Next, type “%LOCALAPPDATA%GoogleChromeUser Data” in the field and hit Enter to open the User Data folder.
• From there, rename the default folder and name it something else, e.g. “Default.old”.
• After that, install Google Chrome again and check if the issue is now fixed.

Option 6 – Try scanning your computer using Windows Defender

As mentioned, the error when accessing the security settings or properties of a folder or file might be due to a virus or malware. It could be that it had made some modifications that prevents you from accessing security settings or properties. To eliminate it, you have to scan your computer using security programs like Windows Defender.

• Tap the Win + I keys to open Update & Security.
• Then click on the Windows Security option and open Windows Defender Security Center.
• Next, click on Virus & threat protection > Run a new advanced scan.
• Now make sure that Full Scan is selected from the menu and then click the Scan Now button to get started.

0x80040600 - What is it?

This is a typical MS Outlook error code. This error message may prevent you from sending and receiving emails via your Outlook account. The error message is displayed in the following format:

"An unknown error has occurred. 0x80040600"

If this is the primary source of your communication in the office, then this error can cause you a great deal of inconvenience as it may prevent you from running important business errands via your Outlook account efficiently. Therefore, when you experience the 0x80040600 error on your PC, it is advisable to fix it immediately.

Solution

Error Causes

This error code is triggered due to multiple reasons. These include but are not limited to:

• PST (Personal Storage Table) file reaches its file size limit
• PST file corruption
• Viral infection
• Incorrect Windows registry settings
• Improper shutdown of Outlook

This error code can lower your office productivity as you may be unable to send and receive emails on your Outlook account. Also, you may get locked out of your account and be unable to view your calendar entries and open email attachments saved previously in your account.

Further Information and Manual Repair

To resolve the error on your PC, you don’t have to wait for the network personnel to fix it or be a computer expert. Here is a list of easy and effective DIY methods to help you fix this error code right away.

Method 1: Download a PST File Repair

If the error occurs because your PST file has reached it maximum limit which is normally 2 GB or because of PST file corruption, then it is advisable to download a PST file repair tool. After downloading it, simply run it on your PC. This tool will immediately fix the damaged PST file and file the issue.

Method 2: Download an Antivirus

Deadly viruses like Trojans and spyware can penetrate into your PC if through downloads and opening phishing emails. Therefore, to remove such viruses it is important to install an antivirus and scan your entire PC.

Method 3: Install Restoro.

If the problem is associated with incorrect Windows registry settings or viral infection, it is advisable to download Restoro. This software is multi-functional deployed with 6 different and powerful utilities including an antivirus, a registry cleaner, and a system optimizer to name a few. The registry cleaner repairs the registry corrects the settings and fixes the damaged files. The antivirus on the other hand simultaneously removes all types of viruses including Trojans, spyware, malware, and adware on the system. While the system optimizer feature ensures the PC performance and speed are not compromised during the scanning and cleanup process. This software is safe, efficient, and compatible with all Windows versions. It has a user-friendly interface and simple navigations which makes it quite easy for all levels of users including novice and intermediate to operate. Click here to download Restoro and resolve the 0x80040600 error code on your PC today!

DuckGoGo a popular private search engine is releasing its first browser soon that is focused on privacy like its search engine. From the recent blog, Gabriel Weinberg, CEO of DuckDuckGo, has stated:

“Like we’ve done on mobile, DuckDuckGo for desktop will redefine user expectations of everyday online privacy,”

From everything that we have learned so far, the browser will be focused on making privacy super easy and simple, eliminating tons of different settings about privacy, and making the whole environment robust privacy protection all set by default. Settings will be applied in all fields, across search, browsing, email, and more. Gabriel also said that aim of the browser is not just a privacy browser, it is meant to be built and used as your everyday browser, for everyday use that protects your privacy as a bonus. One interesting thing that was stated is that browser itself is built upon OS-provided rendering engines instead of typical Chromium. DuckDuckGo says this approach will strip away a lot of the unnecessary cruft and clutter that's accumulated over the years in major browsers. Also, the company stated that when compared to Chrome, the DuckDuckGo app desktop is cleaner, way more private and that early tests have found out that it is significantly faster as well. Is this just corporate advertising or reality? We will see once the browser is released, or once it is released for public testing. Until then take care and happy holidays.