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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 2 – Try converting the disk to MBR

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Option 1 – Disable the Secure Boot in the BIOS

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  • Next, set Secure Boot to Disabled and set Legacy Support to On or Enabled.
  • Save the changes made and exit. Afterward, your computer will reboot.

Option 2 – Run System File Checker

You could also run a System File Checker or SFC scan. All you have to do is select Command Prompt from the Advanced Options. Once you’ve opened Command Prompt, type the “sfc /scannow” command and tap Enter to execute it.

Option 3 – Disable the Early Launch Anti-Malware Protection

  • You need to restart your computer in the Start Menu first while holding down the Shift key on your keyboard.
  • After that, it will restart your computer to Startup Settings.
  • Now ensure that the 8th option is labeled as “Disable early launch anti-malware protection.
  • Then tap the F8 key since the aforementioned option above is listed at number 8. This should launch and load Windows on your PC with the Early Anti-malware protection disabled for that session only when you try to carry out the same task and then check if the error related to the Winload.efi file is now fixed.

Option 4 – Try to run Automatic Startup Repair

In this option, you need to boot your computer into the Advanced Startup Options and from there, run the Automatic Startup Repair and then wait until the process is completed.

Option 5 – Try to reset the BIOS or the UEFI Settings

If updating the BIOS didn’t help in fixing the error, you can try to reset the BIOS instead.
  • Start your computer and tap the F10 key during the booting process to enter the BIOS. If it does not work, you can try tapping the F1 or F2 key as well as the Del key.
  • Once you’re already in the BIOS, tap the F9 key to get the prompt to RestoreLoad default configuration now for the BIOS.
  • Next, click on Yes and then follow the next on-screen instructions that appear to set the BIOS back to its default settings.
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Option 6 – Try to physically check the hardware

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Adobe Express review

Social media is here to stay it seems, from Facebook, Instagram, Twitter, etc each site has its users and its rules. Companies, bloggers, public figures, and people, in general, are using them on a daily basis and some are posting cool ads, nice graphics, videos, and many more in order to gain followers or just to share something that they think is worth.

adobe express

Making your post look good is somewhat essential if you plan on reaching a larger audience and Adobe's Express aims to fill that gap. It is the latest Adobe product that is purposely made for graphic and video creation for social media.

Adobe is well known in the world of professional design in all spheres like print, web, and motion, with this application, they want to take over social media design with Express. The direct competitor to Spark and canva, Express is filled with high-quality adobe templates and some great stuff found in photoshop like automatic background removal which gives it an edge over other applications.

The good thing about Express is that there is a completely free version and premium, like its competitors but with some benefits that clearly show that Adobe is determined to place its application on top of the game. The free plan includes:

  • Thousands of unique templates, design assets, and Adobe Fonts.
  • A limited collection of royalty-free Adobe Stock-free collection photos.
  • Basic editing and photo effects including remove background and animate.
  • Create on both web and mobile.
  • 2GB of storage.

For 10 USD per month of 100 USD prepaid annual fee, you get a premium plan that includes:

  • All premium templates and design assets.
  • The entire collection of over 160 million royalty-free Adobe Stock collection* photos.
  • Over 20,000 licensed Adobe Fonts, curved type, grids, and font pairs.
  • Premium features like refine cutout, resize, and graphic groups.
  • Plan, schedule, and publish social media content across multiple channels.
  • Add your branding, logo, colors, and fonts in one tap.
  • Convert & export to and from PDFs and other file types.
  • Create, manage, and share your templates and assets with Creative Cloud Libraries.
  • Create on both web and mobile.
  • 100GB of storage.

The application itself is incredibly easy to learn and to work with and literally, anyone can pick it up and start creating immediately. No matter are you just starting with social media or using Canva or Spark, give Express a go, make a free account and try it, I guarantee that you will find some features amazing, and its ease of use relaxing.

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Fix Downloader.dll Not Found Error in Windows
Stumbling upon downloader.dll not found error is not pleasant to experience, usually, it means that desired application can not be started. There could be several reasons why this error happens from user mistakes, corrupted files, bad installation, and even bad RAM memory. Whatever the reason might be solutions provided are the same for all and offer a fix to this issue. it is advisable to follow provided solutions from start to finish not skipping any one of them since they are tailored to address the simplest solutions and issues and move toward more complicated ones.
  1. Reinstall application

    If you are receiving Downloader.dll not found when trying to run just a single certain application, reinstall the application, there is the possibility that the application has somehow corrupted downloader.dll during the installation process. Reinstalling might fix the problem.
  2. Run SFC scan

    SFC scan is the tool meant to scan all files and fix any corrupted ones. To run this tool, open the command prompt in administrator mode by right-clicking on the windows start button and then left-clicking on the command prompt (admin). When you are in command prompt type in SFC /scannow and let the whole process finish.
  3. Update device driver

    If previous steps have not provided results, go to device manager and visually check is there a device with an exclamation or other sign next to it, if there is, right-click on it and choose update driver.
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