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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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How they get into the computer

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Technical Details and Manual Removal (Advanced Users)

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Option 2 – via Registry Editor

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Razer new table concept looks futuristic
The new razer modular table looks like something that came out from Star Trek. Project Sophia is a desk but, it is a special kind of desk. It comes with modules that attach themselves underneath the table itself for customization purposes so each user can somewhat create a layout on the table itself as he or she desires. The table itself comes packed with intel CPU and Nvidia GPU but it is said that this component and PC parts will overall be easily upgraded to different ones as users desires. razer sophiaThe table itself looks very basic and it comes with a very large OLED screen between two different sizes depending on your table choice. You can choose between 65” or 77” screen sizes and OLED is mounted on the table itself so you cannot move it or adjust the angle of it that I somewhat find annoying but that comes from th4e fact I am used to adjusting my screens, but for this large screen maybe you do not need to adjust its rotation in order to get best viewing angle. Modules themselves will offer some on-the-fly information and quick settings for the PC itself while being modular in a sense they could be mounted in different positions on the table itself providing some customization and order to suit users needs. Modules, for now, are: THX Spatial Surround Sound Controls, system monitoring, programmable hotkey module, Thunderbolt™ Powered eGPU, RAID Controller, Network Performance Module, 15W Wireless Charger, Thunderbolt™ 4 Hub, Media Controls. Of course table, itself will have Razer chroma RGB on its surface and Razer says it will have a total of 13 different modules available on launch for a true level of personalization.

Conclusion

Is this Razer table something that you really need or just another expensive toy? Personally, I would not mind this table at all but I would choose modules for work, not gaming. Having some things like media controls or RAID controllers all the time at your fingertips is a great time saver and productivity asset. Razer also advertises some modules and setup already for streamers, creators, or team members and has some according modules like touch screen digitizer with stylus and similar.
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How to Fix Error Code 0x80070002 in Windows 10

Error Code 0x80070002 – What is it?

Error code 0x80070002 is a Windows Update error code. It occurs due to corruption errors which result when missing files in Windows Update prevent users from accessing updates on their system. It affects Windows 10 users and presents similar symptoms as error code 0x80070003, another Windows Update error. These symptoms include the following:

  • Presence of message box highlighting the name of the Windows Update error code
  • The inability of users to complete updates on their system

Error Causes

If certain files are missing in Windows Update on your system, you will most likely experience error code 0x80070002. These missing files prevent Windows Update from functioning properly even in cases where an update is downloaded on your PC.

Further Information and Manual Repair

Manual repair methods are necessary to resolve issues related to many Windows error codes. To fix Windows Update error codes like error code 0x80070002 in Windows 10, users will need to apply several procedures that include stopping and restarting the Windows Update service. Note that the methods listed below must be done in the order they are listed. This is because they work in conjunction with each other to repair and replace corrupted update files that may be preventing your Windows Update service from functioning correctly.

Method One: Stop Windows Update Service

Stopping the Windows Update service will enable users to begin the manual repair process. It’s crucial, to begin with, this step, as it prepares users to delete temporary update files when the Window Update service is no longer functioning correctly. These temporary files may be the source of the corruption errors resulting in error code 0x80070002. Follow the steps below to stop Windows Update and resolve the error code.
  • Step one: Type Control Panel in the Search box near the Start button
  • Step two: Select Control Panel
  • Step three: Type Administrative Tools in the search box
  • Stop four: Select Administrative Tools
  • Step five: Click Services, then search for Windows Update
  • Step six: Right-click Windows Update service, then select Stop
After you have successfully stopped the service, proceed by deleting temporary update files in the SoftwareDistribution folder.

Method Two: Delete Temporary Update Files in SoftwareDistribution Folder

Error code 0x80070002 is unlikely to be resolved without addressing the problems related to missing or corrupted update files. By deleting temporary update files within the SoftwareDistribution folder, you will most likely be able to fix the error code and access updates within the Windows Update service.
  • Step one: Open File Explorer, then open Windows folder in drive C
  • Step two: Double-click SoftwareDistribution folder
  • Step three: Open the DataStore folder and delete all files within this folder
  • Step four: Click Back to access the SoftwareDistribution folder
  • Step five: Open the Download folder to delete all files from this folder as well
While attempting to delete these files, you may be asked to enter a password as an administrator. If this occurs, enter the required password to proceed.

Method Three: Restart Windows Update Service

Once you have logged on as an administrator and deleted appropriate update files in the SoftwareDistribution folder, follow the steps below to restart the Windows Update service.
  • Step one: Type Control Panel in the Search box near the Start button.
  • Step two: Select Control Panel
  • Step three: Type Administrative Tools in the search box, then select Administrative Tools
  • Step four: Double-click Services
  • Step five: Search for the Windows Update service
  • Step six: Right-click the Windows Update service, then select Start.
Once you’ve selected Start, you’ll be able to access the Windows Update service. Verify these manual methods have proven successful by restarting your PC, then check if you can access updates. If error code 0x80070002 has been resolved, you will be able to complete the download process when you attempt to access updates within Windows 10. You will also no longer see the error code 0x80070002 message box.
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Error: 0x80070035. Network path was not found
As you know, Windows allows you to share files between systems that are on the same network even though they are not connected physically. All you have to do is to make sure that the folder administrator allows access to the intended use and that your computer should be connected to the internet. Once you meet these conditions, you can share files between systems. However, recently a number of users reported that despite fulfilling these conditions, they end up getting errors instead when they try to access the shared drive. The error states:
“Error code: 0x80070035. The network path was not found.”
One of the common causes of this error is the antivirus program or the Firewall installed on your computer. It could also be that the drive is not shared in the first place or there are some issues with your network drivers. Whichever the case is, here are some potential fixes you need to check out to fix the Error code: 0x80070035.

Option 1 – Try to temporarily disable anti-virus and Windows Defender Firewall

As mentioned, the error could be due to the antivirus program or the Windows Defender Firewall installed on your computer. Thus, disabling them or any security software installed in your computer is always a good idea you can try when you’re not able to access the shared drive on your computer. There are times when you encounter problems like Error code: 0x80070035 due to interference of antivirus or security programs. Thus, you have to disable both your antivirus program and Windows Defender Firewall for the meantime and check if it fixes the error or not.

Option 2 – Check if the drive is shared

Before you further troubleshoot the problem, make sure that the drive you are trying to access is shared first. To do so, follow these steps:
  • Right-click on the folder and select Properties.
  • Go to the Sharing tab and check the status of the Network File and Folder Sharing.
  • And if the status is “Not Shared”, you need to select Share.
  • Next, select the intended Network User for sharing the file and choose the permission level for the user.
  • After that, click on the Apply and OK buttons to save the changes made. You or the intended user should now be able to access the shared folder or file.

Option 3 – Try to ping the IP address of the targeted computer

Even though the shared folder or file is shared correctly, it is possible that the network channel is not connected properly which is why you have to test it by pinging the IP address of the targeted computer from the primary computer.
  • Tap the Win + R keys to launch the Run dialog box.
  • Type “cmd” in the field and tap Enter to open Command Prompt.
  • Next, type the “ipconfig/all” command and tap Enter to execute it. This will populate various details.
  • From the given details, take note of the IPv4 address.
  • Afterward, open Command Prompt on the primary computer and then type the “ping <IPv4 address of the target computer>” command and hit Enter.
  • Now check if you get 4 confirmation replies or not. If not, you can try to access the Network Adapter Troubleshooter.
To run the Network Troubleshooter, refer to these steps:
  • Open the Search bar on your computer and type in “troubleshoot” to open the Troubleshoot settings.
  • Next, scroll down and select the “Network Adapter” option from the right pane.
  • Then click on the Run Troubleshooter” button.
  • After that, your computer will check for any possible errors and will pinpoint the root cause of the problem if possible.
  • Restart your computer.

Option 4 – Verify if Network Discovery is enabled

All you have to do is go to Start > Settings > Network & Internet and from there, click on the “Change connection properties” option and shift the radio button for Network profile to Private. After that, check if folder sharing is now working.

Option 5 – Try to modify the Network Security settings

There are times when the Network Security settings interfere with the folder or file sharing process. And if that’s the case, you can modify it to resolve the problem. How? Refer to these steps:
  • Tap the Win + R keys to open the Run dialog box.
  • Then type “secpol.msc” in the field and tap Enter to open the Local Security Policy manager window.
  • After that, go to Local Policies > Security Options located on the left pane.
  • Next, double click on Network security: LAN Manager authentication level in the right pane to open its Properties.
  • And then select the “Send LM & NTLM-use NTLMv2 session security if negotiated” option from the drop-down menu.
  • Now click on Apply and OK buttons to save the changes made.
  • Reboot your computer.

Option 6 – Try to enable NetBIOS over TCP/IP

  • Tap the Win + R keys to open the Run dialog box.
  • Then type “ncpa.cpl” in the field and tap Enter to open the Network Connections window.
  • After that, right-click on your network and select Properties.
  • Next, double click on Internet Protocol Version 4 and click on the Advanced button.
  • From there, go to the WINS tab and shift the radio button to Enable NetBIOS over TCP/IP.
  • Now click OK to save the changes made and then restart your computer.

Option 7 – Update the Network Adapter drivers

You might also want to update the Network Adapter drivers by following these steps:
  • Tap the Win + R keys to launch the Run window and then type in the “MSC” command and hit Enter to open the Device Manager window.
  • Under the Device Manager, you will see a list of drivers. From there, look for the Network Adapters and expand it.
  • Then right-click on each one of the Network drivers and update them all.
  • Restart your PC and see if it helped in fixing the BSOD error.
Note: If updating the network drivers didn’t help in fixing Error code: 0x80070035, you can also try to uninstall the very same drivers and restart your Windows 10 PC. After that, the system itself will reinstall the drivers you just uninstalled. Alternatively, you can also download and install the drivers from the manufacturer’s website directly. To reinstall the network adapter driver, refer to these steps:
  • Open the Devices Manager from the Win X Menu.
  • Then locate the device drivers and right-click on them to open the Properties.
  • After that, switch to the Driver tab and click on the Uninstall Device button.
  • Follow the screen option to completely uninstall it.
  • Finally, restart your computer. It will just reinstall the device drivers automatically.
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Win Firewall and third party Firewall are off
As you know, the Windows 10 operating system, as well as other Windows versions, comes with the Windows Firewall. In Windows 10, the firewall allows users to install and run a third-party firewall. This kind of firewall works independently to block any suspicious activity on your computer. However, recently, some users reported that they are getting a notification on the Startup saying,
“Windows Firewall and <Third party firewall name> Firewall are both turned off; tap or click to see available options”.
This particular error could be caused by a lot of factors but when you manually check the firewall, you’ll find that there really is nothing wrong with both the Windows Firewall and the third party firewall. So if both the Windows Firewall and third-party firewalls like McAfee, Comodo, and many others are both turned off in Windows 10, then you need to do several things to resolve the problem – you need to check the supporting services that are required and uninstall and then reinstall the third party firewall on your computer. For more instructions, refer to the options provided below.

Option 1 – Try enabling all the supporting services for the firewall

The first thing you can do to resolve the error with the firewall is to check all of its supporting services by following these steps:
  • Tap the Win + R keys to open the Run utility and type “services.msc” in the field and then hit Enter to open the Windows Services Manager.
  • Next, look for the Windows Defender Firewall service among the given list of services.
  • Once you found it, make sure that its Startup Type is set to Automatic and that the status of the service is Running. So if it’s not running, just click on the Start button.
  • In addition, you also have to make sure that the following services’ status is set as follows:
    • Xbox Live Networking Service: Manual
    • Base Filtering Engine: Automatic
  • Once done, start the firewall again and check if the error is now fixed or not.

Option 2 – Try to uninstall and reinstall the third-party firewall

It is possible that the firewall error might be due to an error with the compatibility of the installation in Windows 10 and the third-party firewall. Thus, the next thing you can do is to uninstall the third-party firewall and then reinstall it again. Once you have uninstalled the third-party firewall, you can download its latest version from its official website and install it again. This should fix the error with the firewall.
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