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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Further Information and Manual Repair

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Option 5 – Try resetting your PC

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Libcurl.dll - What is it?

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Solution

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Libcurl.dll may occur due to several reasons. These include:
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Further Information and Manual Repair

This error is crucial but the good news is that it is easy to fix. To resolve it, you don’t have to hire a technical expert and pay hundreds of dollars. You can repair the issue with ease by yourself regardless of whether or not you are technically sound. Continue reading to find out the best solutions to fix libcurl.dll error code on your system without any hassle. Here are some of the easiest and the best methods to resolve libcurl.dll error:

1. Check your recycle bin

Since .dll files are shared by multiple programs, there is a possibility that you might have accidentally deleted libcurl.dll file when uninstalling a certain program on your system which was also sharing this file. And because of this, you may experience the missing libcurl.dll error message. To resolve it, all you have to do is to check your recycle bin. If you find the file here, restore it. Once restored, try running the program again! If the error code does not appear, then this means it is resolved. However, if it continues to persist, then try other solutions given below.

2. Scan for Malicious Software on your System

While downloading files and checking unknown emails malicious software like viruses, malware and spyware can also enter your PC. Such software can damage and corrupt dll files. This could be the underlying cause of libcurl.dll error on your PC too. So, to resolve the issue, scan and remove malicious viruses and spyware from your system by using a powerful anti-virus. However, please note, anti-viruses are notorious for slowing PC performance and also sometimes you may also have to stop all other activities on your PC.

3. Clean the Cluttered Disk, Repair dll files and Restore the Registry

Libcurl.dll file error may also occur due to hard disk failure. This triggers registry issues. If you don’t clean the registry every now and then, it overloads the hard disk with files. These include both important and unnecessary files like internet history, temporary files, cookies, junk files, invalid registry entries, and bad keys. These clutter the disk, damaged dll files, and the registry. Therefore first you need to clean the cluttered disk, repair libcurl.dll files and restore the registry. Executing it manually can take a lot of time as you may find it complex if you are not a computer programmer. However, the best, easiest, and quickest way to clean, repair, and restore the registry is to download Restoro

Why Restoro?

Restoro is an innovative, advanced, and multi-functional PC repair tool loaded with powerful and PC performance boosting utilities including an intuitive registry cleaner,  an antivirus, Active X controls, and class module, and a system optimizer. So, whether the libcurl.dll error message is triggered by a viral infection, hard disk failure, or registry issues, this tool takes care of all! The registry cleaning feature scans all registry issues, cleans the hard disk by removing unnecessary and obsolete files, repairs damaged and corrupt dll files, and restores the registry thereby resolving libcurl.dll error in seconds. Simultaneously, the antivirus utility removes viruses and malware if found. And the system optimizer feature ensures optimum PC performance. Restoro is easy to navigate and operate. It is user-friendly, safe, bug-free, and efficient. Furthermore, it is compatible with all Windows versions. Click here to download Restoro and repair your PC and resolve libcurl.dll error today!
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