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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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About Potentially Unwanted Programs

Exactly what is a Potentially Unwanted Program (PUP)?

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Technical Details and Manual Removal (Advanced Users)

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Option 1 – Try checking the hardware connections

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Option 2 – Run the Hardware and Devices Troubleshooters

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Option 3 – Run the CHKDSK utility

As you know, the CHKDSK utility can help you in identifying the bad sectors in a drive and fix them automatically. Thus, you can run it to fix the “The device is not ready” error when you connect your USB drive to your computer.
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  • Now, wait until the process is completed and exit Command Prompt.
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Option 4 – Try to update the drivers of the device

Although you can always update the device drivers using the Device Manager, you might want to try downloading the latest set of drivers directly from the manufacturer’s website. Once you’ve downloaded them, install them right away and then correct the external hard drive.

Option 5 – Update or reinstall the Universal Serial Bus Controller driver

If updating the drivers of the device did not fix the “The device is not ready” error, you can try to update or reinstall the Universal Serial Bus Controller drivers instead of using the Device Manager. Refer to the following steps:
  • First, click the Start button and type “device manager”.
  • Then click on the “Device Manager” from the search results to open it.
  • From there, look for the “Universal Serial Bus controllers” option and then right-click on each one of the USB drivers and select the Update Driver from the menu.
Note: If it is a regular USB drive, then it will be listed as a USB Mass Storage Device but if you have a USB 3.0 device, then look for a USB 3.0 Extensible Host Controller.
  • Restart your PC and then click the “Search automatically for updated driver software” option.
Note: If updating the USB Controller drivers didn’t work, you can try to reinstall them instead.

Option 6 – Restart your computer in a Clean Boot State

If the first three given options didn’t work and you still see the error when you connect external devices, you can try putting your computer in a Clean Boot State and then try connecting them again.
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  • Type in MSConfig in the Start Search to open the System Configuration utility.
  • From there, go to the General tab and click “Selective startup”.
  • Clear the “Load Startup items” check box and make sure that the “Load System Services” and “Use Original boot configuration” options are checked.
  • Next, click the Services tab and select the “Hide All Microsoft Services” check box.
  • Click Disable all.
  • Click on Apply/OK and restart your PC. (This will put your PC into a Clean Boot State. And configure Windows to use the usual startup, just simply undo the changes.)
  • Now try to connect the external devices and check if the error is now gone.
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SoftwareUpdater Malware Removal Guide

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This software adds a Windows Task Scheduler in order to launch the program at various times, including system startup. The software has access to all installed applications on your PC and can install bundled products with unwanted malware. It is also commonly distributed in bundles with unwanted software. Several anti-virus programs have classified this software as malware and are therefore not recommended.

About Browser Hijackers

Browser hijacking means that a malicious code has control over and modified the settings of your internet browser, without your consent. They’re made to interfere with browser programs for several purposes. The idea is to force users to visit specific sites that are trying to increase their visitor traffic and produce higher ad revenue. It may appear harmless, but most of these sites are not legitimate and could present a severe threat to your online safety. Browser hijackers can even allow other malicious programs without your knowledge to further damage your computer.

How to determine if your web browser is hijacked

The common symptoms that indicate having this malicious software on your computer are: 1. home page is changed 2. you find new unwanted bookmarks or favorites added, typically directed to advertisement-filled or pornography websites 3. the default search engine has been changed and your browser security settings have been lowered without your knowledge 4. you find unwanted new toolbars added 5. you may find many pop-up ads on your computer screen 6. your internet browser has become unstable or starts running sluggishly 7. you can’t go to specific websites such as home pages of anti-malware software.

Exactly how browser hijacker infects computers

Browser hijackers infect PCs in numerous ways, including via a drive-by download, a file-share, or an infected email. Many web browser hijackings come from add-on software, i.e., browser helper objects (BHO), toolbars, or extensions added to web browsers to provide them additional functionality. Also, certain freeware and shareware can put the hijacker in your PC through the “bundling” technique. Some of the well-known hijackers are SoftwareUpdater, Conduit Search, Babylon Toolbar, OneWebSearch, Sweet Page, and CoolWebSearch. Browser hijackers may record user keystrokes to collect potentially valuable information leading to privacy issues, cause instability on systems, drastically disrupt user’s browsing experience, and eventually slow down the computer to a point where it will become unusable.

Browser Hijacker Malware – Removal

Certain hijackers could be removed by just uninstalling the related free software or add-ons through the Add or Remove Programs in the Windows Control Panel. In some cases, it can be a tough task to identify and get rid of the malicious piece because the associated file could be running as part of the operating system process. Besides, browser hijackers might modify the Computer registry so it can be extremely tough to fix manually, especially when you are not a very tech-savvy person.

How To Get Rid Of Malware That Is Preventing Anti-Malware Installation?

Malware can cause many different types of damage to PCs, networks, and data. Some malware is meant to restrict or prevent things that you want to do on your computer system. It may not permit you to download anything from the net or stop you from accessing some or all of the internet sites, especially the anti-virus websites. If you’re reading this now, you’ve perhaps recognized that a malware infection is a reason for your blocked internet traffic. So how to proceed if you need to install an anti-virus software like Safebytes? Even though this type of problem can be difficult to circumvent, there are a few actions you can take.

Install the anti-virus in Safe Mode

In Safe Mode, you can change Windows settings, un-install or install some software, and eliminate hard-to-delete viruses and malware. In the event, the virus is set to load immediately when PC boots, shifting into this particular mode can prevent it from doing so. To start the computer into Safe Mode, hit the “F8” key on your keyboard right before the Windows boot screen comes up; Or after normal Windows boot up, run MSCONFIG, check “Safe Boot” under Boot tab, and click Apply. As soon as you restart into Safe Mode with Networking, you could download, install, as well as update the anti-malware program from there. At this point, you could run the antivirus scan to remove viruses and malware without hindrance from another malicious application.

Switch to an alternate browser

Some malware only targets certain internet browsers. If this sounds like your situation, utilize another browser as it might circumvent the virus. The best solution to avoid this problem is to select a web browser that is well known for its security measures. Firefox contains built-in Malware and Phishing Protection to help keep you secure online.

Install and run anti-malware from your flash drive

To effectively remove the malware, you might want to approach the issue of running anti-virus software on the affected computer system from a different perspective. Adopt these measures to run the antivirus on the affected PC. 1) Download the anti-malware program on a virus-free PC. 2) Mount the USB drive onto the same computer. 3) Run the setup program by double-clicking the executable file of the downloaded application, which has a .exe file extension. 4) Pick a thumb drive as the place when the wizard asks you exactly where you want to install the program. Follow the on-screen instructions to complete the installation. 5) Disconnect the pen drive. You can now use this portable anti-malware on the infected computer. 6) Double-click the anti-malware program EXE file on the flash drive. 7) Run Full System Scan to detect and get rid of all types of malware.

Features of SafeBytes Anti-Malware

Want to install the best anti-malware software for your computer system? You can find many applications available that come in paid and free versions for Windows systems. Some of them do a great job in getting rid of threats while some will affect your PC themselves. You must be careful not to choose the wrong application, especially if you purchase a paid software. Among few good programs, SafeBytes Anti-Malware is the strongly recommended software for the security-conscious individual. SafeBytes anti-malware is really a powerful, highly effective protection application made to assist users of all levels of IT literacy in identifying and eliminating harmful threats from their computers. Through its cutting-edge technology, this software protects your PC against infections brought on by different types of malware and similar threats, including spyware, adware, computer viruses, worms, trojan horses, keyloggers, ransomware, and potentially unwanted program (PUPs). SafeBytes possesses a plethora of great features that can help you protect your laptop or computer from malware attack and damage. The following are some of the best ones: Real-time Active Protection: SafeBytes delivers complete and real-time security for your laptop or computer. They are very efficient in screening and getting rid of different threats because they are constantly revised with new updates and safety measures. Best AntiMalware Protection: This deep-cleaning anti-malware application goes much deeper than most antivirus tools to clean your personal computer. Its critically acclaimed virus engine finds and disables hard to remove malware that conceals deep inside your computer. Safe Browsing: SafeBytes gives an instant safety rating about the web pages you’re about to check out, automatically blocking unsafe sites and make sure that you’re certain of your online safety while browsing the net. Lightweight Tool: SafeBytes is a lightweight and easy-to-use antivirus and antimalware solution. As it uses minimal computer resources, this application leaves the computer’s power exactly where it belongs: with you actually. Premium Support: You may get absolutely free 24/7 technical support from their computer experts on any product queries or computer security issues.

Technical Details and Manual Removal (Advanced Users)

If you wish to manually remove SoftwareUpdater without the use of an automated tool, it may be possible to do so by removing the program from the Windows Add/Remove Programs menu, or in cases of browser extensions, going to the browsers AddOn/Extension manager and removing it. You will likely also want to reset your browser. To ensure the complete removal, manually check your hard drive and registry for all of the following and remove or reset the values accordingly. Please note that this is for advanced users only and may be difficult, with incorrect file removal causing additional PC errors. In addition, some malware is capable of replicating or preventing deletion. Doing this in Safe Mode is advised.

The following files, folders, and registry entries are created or modified by SoftwareUpdater

Files: C:Program FilesSoftware UpdaterSoftwareUpdater.exe C:Program FilesSoftware Updatersuscan.exe C:Program FilesSoftware Updater C:Program FilesSoftware Updater cpprest120_xp_1_4.dll C:Program FilesSoftware Updater cpuidsdk.dll C:Program FilesSoftware Updater DriversHQ.SDK.REST.Win32.dll C:Program FilesSoftware Updater msvcp120.dll
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Fix Boot Device Not Found 3F0 Error
Today we will be solving the Device not found 3F0 error which is a common error, especially among HP (HP Pavilion G6), Lenovo, Acer, and Dell laptops/desktops. This error occurs when the computer is turned ON and when the system is about to boot. It can happen on windows 7,  8, or 10. When a mentioned error occurs one of the following messages will be displayed on your screen:
  • “No bootable device – insert boot disk and press any key”
  • “No Boot Device Found. Press any key to reboot the machine”
  • “Boot Device Not Found. Please install an operating system on your hard disk. Hard Disk (3FO)”
  • “No boot device is available”

The most common reasons for 3F0 error to occur is:

  • Using the unbootable device or disk to boot from.
  • If the bootable hard drive you are using might have corrupted or damaged somehow.
  • MBR or boot sector is damaged on the bootable hard drive.
  • If your system has gone through a virus or malware attack.
  • The wrong boot order in the BIOS.
  • Hard disk connection problem.
  • System files or boot files unknowingly damaged.
  • Corrupt hard drive partitions.
Now all of these being said let us go through some of the solutions and fix this dreaded error in order to get your computer back in working order:

1: Change Boot Order


This is well, the most simple solution and the easiest one, try to change the boot sequence in the BIOS settings of your motherboard. Sometimes most easier solutions can provide great results and solve our problems. If sadly this fails and the issue persists move to the next solution.

2: Perform a Hard Reset


Performing hard reset can often solve issues, to perform a hard reset do the following:
  • Turn off the computer and unplug the power adapter. If there is a removable battery, it should also be removed.
  • Then disconnect all peripherals, including the removable hard drive, etc.
then
  • Press and hold the power button for 15 seconds to drain all remaining power.
  • Insert the battery, and then re-plug the AC adapter into the laptop.
  • Press the power button to turn on the computer.
  • Once the computer starts up properly and the startup menu appears, use the arrow keys to select “Start Windows normally” and then press Enter.
Reconnect everything back of your peripherals. If by any chance problem still persists follow the next step:

3: Test Hard Drive Using HP Diagnostic Tool


Use the built-in tool in the Hp device to solve the issue:
  • Turn on your computer and keep pressing the Esc key until the menu appears on the screen.
  • Next, press the F2 key.
  • Choose the Components Tests option from the HP PC Hardware Diagnostics menu.
  • Select Hard Drive from the Component Tests menu.
  • Click on the Quick Test, then click on the Run once button.
  • If there are still any issues with your hard drive, then run the Extensive Test.

4: Restore BIOS Default Settings


  • Press the Power button to start the computer, and immediately after this, repeatedly press the F10 key to enter the BIOS setup menu.
  • To load and restore BIOS Setup Default settings, press F9 on the BIOS setup menu.
  • Once loaded, press F10 to Save and Exit.
  • Select yes, and then press Enter when it says Exit Saving Changes.

5: Reconnect Your Hard Drive


  • Turn the computer off and remove the power cable.
  • If you have a removable battery, take it out
  • Disconnect your hard drive and then connect it back.
  • Reassemble your computer and turn the computer on to see if it fixed the issue.

6: Fix and Rebuild Damaged MBR


  • Boot from the original installation DVD (or the recovery USB)
  • At the Welcome screen, click Repair your computer.
  • Choose Troubleshoot.
  • Choose Command Prompt.
  • When the Command Prompt loads, type the following commands: bootrec /FixMbr bootrec /FixBoot bootrec /ScanOs bootrec /RebuildBcd.

7: Fix Operating System


  • Prepare a Windows installation disc, CD/DVD or USB flash drive and connect it to your PC.
  • During the installation process, launch Command Prompt.
  • In Windows 7, under the System Recovery Options tab, click Startup Repair.
  • In Windows 8 and Windows 10, click Repair your computer, then select Troubleshoot > Advanced options > Automatic Repair (Windows 8) or Startup Repair (Windows 10).

8: Replace the Hard Disk

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How to Fix Windows 10 Error Code 0x800705b4

Error Code 0x800705b4 - What is it?

Error Code 0x800705b4 is an error that will appear when the computer is not stable, and very critical system files will fail to respond or they will start going missing. This will happen when the computer is not being maintained properly. The problem should be solved immediately to avoid any further damage or loss of data. This error code may be regarded as one of the most severe computer problems that can present itself.

Common symptoms include:

  • There will be a failure to install updates and a display of the error message.
  • The Error Code 0x800705b4 will display itself.
  • After a system update, the computer will not be able to install new drivers.

Solution

Restoro box imageError Causes

Windows 10 update error 0x800705b4 can be caused when the user wants to update their windows system when important dll registries or files are missing or are corrupt. This will also happen when the user is trying to install or uninstall programs in a way that is wrong, or it may be infected with a Trojan virus. Additionally, this error code will be displayed when a PC's drivers are either outdated or installed the wrong way. There could be a registry error, a failure to update by the operating system, or even a device failure to update automatically.

Further Information and Manual Repair

There are several ways to resolve the appearance of error code 0x800705b4 on Windows devices. If you are not familiar with fixing error codes on a computer or are having trouble fixing this one, consider contacting a Windows technician to help with fixing the error. The computer must be run on administrator mode no matter which steps you are taking or which methods you are using. Depending on which version of Windows you are using, the steps for each method may differ slightly, but the basic process will remain the same.

Method One: Fixing it with updates

Start the computer in safe mode to begin troubleshooting for error code 0x800705b4. When the computer is starting up, press F8—this will enter the computer into safe mode.

You will now need to manually update your computer's outdated drivers. To do this, click on Start. Then, type in Device Manager into the search box to see if there are any outdated or corrupt issues with the drivers.

Method Two: Run an SFC scan

This will allow users to find files in Windows that are corrupt, damaged, or lost.

  • Start the Command Prompt. To do this, click Start and then type in cmd inside of the search box to see the icon.  Right-click and choose to Run as administrator. If asked, enter the password for the administrator.
  • When viewing the command prompt, type in “sfc/scannnow” and then press enter. This will be scanning all of the protected system files and will fix the corrupt files. Do not close the command prompt before it is done.

Method Three: System Restore

This is the most efficient way to fix any problem or system status. System backup is vital when performing this.

Click on the Start button, and then type in “system restore” inside of the search box. Right click on System Restore, and then choose Run as Administrator. This could also be found in the Control Panel. Now you will choose the time point in which to restore the system. You will be able to choose the recommended or specific restore based on the situation. Now you can review the restore point and then click Finish.

Method Four: For Windows 10

  • You may need to update the Windows Defender in the security center. To locate this, click Start, Settings, Update and Security, Windows Defender.
  • Go to the Windows Updates and click on Advanced Options. Click on the option that will get updates for more Microsoft products.
  • Restart the computer, and then check for updates again. This update process will be able to be done without a problem. When a message comes up that says “Your device is up to date” you will need to click Advanced Options once again and check for update options.
  • Check for updates one more time and now the proper updates should be able to be downloaded and installed properly.

Method Five: Use An Automated Tool

If you wish to always have at your disposal a utility tool to fix these Windows 10 and other related issues when they do arise, download and install a powerful automated tool.

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How to Fix Error 1005 Access Denied
Recently, some users reported that they were unable to access a website and only got the Error 1005 Access Denied instead. Specifically, users experience this issue when trying to open the Crunchyroll website – one of the largest anime and manga websites. This particular error is encountered not just on Crunchyroll but on a variety of websites like blogs, video streaming, forums, and so on. Here’s the full context of the error message:
“Error 1005 Access Denied – The owner of this website has banned the autonomous system number (ASN) your IP address from accessing this website.”
Usually, this error occurs when the website administrator decides to block an IP address or IP range. To fix this error, here are some suggestions you can try:

Option 1 – Uninstall the VPN service you are using or use a different provider

If you are using a VPN service, you might want to uninstall it. As mentioned, website administrator blocks IP ranges if they notice any malicious activities and because of this, your IP address might fall into the banned range even if you didn’t do anything at all. To uninstall the VPN service, follow the steps below.
  • Tap the Win + R keys to open the Run dialog box
  • Then type “appwiz.cpl” in the field and hit Enter to open the Programs and Features in Control Panel.
  • From there, look for the VPN service you are using, select it and then click on Uninstall to remove it.
  • After that, restart your computer and try to install the latest version of the program again. It should work now. If not, proceed to the next available option below.

Option 2 – Try disabling the Proxy server

There are some users who reported that they’ve fixed the problem after they’ve disabled the use of a proxy server using the built-in way. Follow the steps below to disable proxy server.
  • Tap the Win + R keys to open the Run dialog box.
  • Then type “inetcpl.cpl” in the field and hit Enter to pull up the Internet Properties.
  • After that, go to the Connections tab and select the LAN settings.
  • From there. Uncheck the “Use a Proxy Server” option for your LAN and then make sure that the “Automatically detect settings” option is checked.
  • Now click the OK and the Apply buttons.
  • Restart your PC.
Note: If you are using a third-party proxy service, you have to disable it.

Option 3 – Use the Google Public DNS

You might want to change your DNS to Google Public DNS as it could also help you in fixing the ERR_CERT_COMMON_NAME_INVALID error in Chrome. To do so, follow the steps below.
  • The first thing you have to do is right-click on the network icon in the Taskbar and select Network and Sharing Center.
  • Next, click on the “Change Adapter Settings” option.
  • After that, search for the network connection that you are using to connect to the internet. Note that the option might be “Wireless Connection” or “Local Area Connection”.
  • Right-click on your network connection and click on Properties.
  • Then select the new window to choose the “Internet Protocol 4 (TCP/IPv4)” option.
  • After that, click on the Properties button and click the checkbox in the new window for the option “Use the following DNS server addresses”.
  • Type in “8.8.8.8” and “8.8.4.4” and click OK and exit.

Option 4 – Try contacting the website administrator

If the first three given options didn’t work, you might want to consider contacting the website administrator especially if you’ve already determined that the issue does not occur due to a VPN or proxy server that you’re using. This option can be quite tricky since you won’t be able to submit a contact form since you’re banned from accessing the website but you can contact the admin via the form section if available.
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