Stable diffusion commands

3. Connect to Hugging Face (For Downloading Stable Diffusion Model Weights) When installing the diffusers library, another library called huggingface-hub was also installed. This hugginface-hub provides some utility programs that help facilitate downloading the Stable Diffusion models. Inside Command Prompt, type: huggingface-cli login tirerack tire size Text-to-Image with Stable Diffusion . Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. We provide a reference script for sampling, but there also exists a diffusers integration, which we expect to see more active community development. Now we need to clone the Stable Diffusion repository. In the terminal, execute the following commands: git clone https://github.com/CompVis/stable-diffusion.git cd stable-diffusion/ If you do not have git, you will need to install it with sudo apt install git. Make sure to read and accept the Stable Diffusion license before cloning the repository.Oct 24, 2022 · Stable Diffusion is an open-source machine learning model that can generate images from text, modify images based on text, or fill in details on low-resolution or low-detail images. It has been trained on billions of images and can produce results that are comparable to the ones you’d get from DALL-E 2 and MidJourney. In general, a the best stable diffusion prompts will have this form: “A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* ”. Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map. kristy sarah scott house Stable Diffusion was probably closest to what I had in mind. DALL·E 2, pretty close as well. Much more artsy and more colorful. ... Running this command with the prompt "a photorealistic vaporwave image of a lizard riding a snowboard through space" outputs the following image:. The above image was generated in about a minute using an Ubuntu 18 ...14-Nov-2022 ... I have updated this component to Build-102 (see here). · 1. Run cmd.exe from Windows O.S.; · 2. Run this command: “pip install stability-sdk – ... halal food.near me This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”. You may know Simon from his extensive contributions to open source software. 12-Oct-2022 ... A recent (and open-source) example of a diffusion model is Stability AI's Stable Diffusion, a text-to-image model that produces high-fidelity ...This week on The Changelog we're talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, "Stable Diffusion is a really big deal.". You may know Simon from his extensive contributions to open source software. irritated traveler hotStable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. We provide a reference script for sampling, but there also exists a diffusers integration, which we ... copy files to sharepoint command line.configs/stable-diffusion/v1-inference.yaml: path to config which constructs model--ckpt: CKPT: model.ckpt: path to checkpoint of stable diffusion model; if specified, this checkpoint will be added to the list of checkpoints and loaded--ckpt-dir: CKPT_DIR: None: Path to directory with stable diffusion checkpoints--gfpgan-dir: GFPGAN_DIR: GFPGAN/ GFPGAN directory SD requesting to install pip. This morning I tried to update SD by editing the "COMMANDLINE_ARGS=--reinstall-xformers --reinstall-torch" in the webui-user.bat. During the update process I got a message saying there is a new release of pip available and in order to update it I should run the python.exe with "-m pip install --upgrade pip". certo didn t work reddit Click the Start button, type "miniconda3" into the Start Menu search box, and then choose "Open" or "Enter.". We'll create a folder called "stable-diffusion" using the command line. After pasting the next code section into the Miniconda3 box, hit Enter. If all goes as planned, the Miniconda3 window will show up.Stable Diffusion (SD) has quickly become one of the most popular text-to-image (a.k.a. “AI Art Generation”) models in 2022. One key factor contributing to its success is that it has …No such file or directory-pretrained_model_name_or_path=CompVis/stable-diffusion-v1 ... I have the hugging face token and ran almost all commands again, ...In general, a the best stable diffusion prompts will have this form: “A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* ”. Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map.Running online Use the --share option to run online. You will get a xxx.app.gradio link. This is the intended way to use the program in collabs. You may set up authentication for said gradio shared instance with the flag --gradio-auth username:password, optionally providing multiple sets of usernames and passwords separated by commas.Sep 15, 2022 · Stable Diffusion is an open-source AI art generator released on August 22 by Stability AI. Stable Diffusion is written in Python, and its type is the transformer language model. It can work on any operating system that supports Cuda kernels. You need 10GB (ish) of storage space 280zx v8 for sale Stable Diffusion Beginner’s Tutorial | by Mostafa Ibrahim | The Techlife | Medium 500 Apologies, but something went wrong on our end. Refresh the page, check Medium ’s site status, or find...Stable Diffusion is a text-based image generation machine learning model released by Stability.AI. It has the ability to generate image from text! The model is ...02-Sept-2022 ... Once the setup is done, these are the steps to run Stable Diffusion. Activate the conda environment, preload models, and run the dream script.Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. We provide a reference script for sampling, but there also exists a diffusers integration, which we ... copy files to sharepoint command line. flattest pillow How To Run Stable Diffusion 2.0 On Your Local PC — No Code Guide | by Jim Clyde Monge | MLearning.ai | Nov, 2022 | Medium 500 Apologies, but something went wrong on our end. Refresh the page,...This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”. You may know Simon from his extensive contributions to open source software. stryker clinical specialist reddit Now Stable Diffusion returns all grey cats. You can keep adding descriptions of what you want, including accessorizing the cats in the pictures. Prompt: “Cute Grey Cat with blue eyes, wearing a bowtie”, Sampler = PLMS, CFG = 7, Sampling Steps = 50 This applies to anything you want Stable Diffusion to produce, including landscapes.How To Run Stable Diffusion 2.0 On Your Local PC — No Code Guide | by Jim Clyde Monge | MLearning.ai | Nov, 2022 | Medium 500 Apologies, but something went wrong on our end. Refresh the page,... hypertrophy coach sale SD requesting to install pip. This morning I tried to update SD by editing the "COMMANDLINE_ARGS=--reinstall-xformers --reinstall-torch" in the webui-user.bat. During the update process I got a message saying there is a new release of pip available and in order to update it I should run the python.exe with "-m pip install --upgrade pip".SD requesting to install pip. This morning I tried to update SD by editing the "COMMANDLINE_ARGS=--reinstall-xformers --reinstall-torch" in the webui-user.bat. During the update process I got a message saying there is a new release of pip available and in order to update it I should run the python.exe with "-m pip install --upgrade pip". This week on The Changelog we're talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, "Stable Diffusion is a really big deal.". You may know Simon from his extensive contributions to open source software. 2000 miami hurricanes depth chart Help with stable diffusion command line args Ok, so in my webui-user.sh file, I have this line, uncommented: export COMMANDLINE_ARGS="--no-half" However, when I run webui.sh, the command line arguments don't appear. If I navigate to the stable-diffusion-webui directory before running, the command line arguments appear, but the result is an error.Command Line stable diffusion runs out of GPU memory but GUI version doesn't Ask Question Asked 4 months ago Modified 2 months ago Viewed 11k times 9 I installed the GUI version of Stable Diffusion here. With it I was able to make 512 by 512 pixel images using my GeForce RTX 3070 GPU with 8 GB of memory:Command: "C:\Users\liamx\OneDrive\Desktop\stable-diffusion-webui\venv\Scripts\python.exe" -c "import torch; assert torch.cuda.is_available(), 'Torch is … neural dsp rutracker Command Line stable diffusion runs out of GPU memory but GUI version doesn't Ask Question Asked 4 months ago Modified 2 months ago Viewed 11k times 9 I …This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”. You may know Simon from his extensive contributions to open source software. how many hp to run a round baler Open the Command Prompt (CMD) and navigate to the directory where you have installed "stable-diffusion-webui". You can do this by running cd /d "c:\AI\stable …Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community. 15 day forecast fort worth Sep 16, 2022 · This article includes 100 of the most stunning text-to-image Stable Diffusion prompts and their results The Trust Project is a worldwide group of news organizations working to establish transparency standards. With the help of the text-to-image model Stable Diffusion, anyone may quickly transform their ideas into works of art. configs/stable-diffusion/v1-inference.yaml: path to config which constructs model--ckpt: CKPT: model.ckpt: path to checkpoint of stable diffusion model; if specified, this checkpoint will be added to the list of checkpoints and loaded--ckpt-dir: CKPT_DIR: None: Path to …SD requesting to install pip. This morning I tried to update SD by editing the "COMMANDLINE_ARGS=--reinstall-xformers --reinstall-torch" in the webui-user.bat. During the update process I got a message saying there is a new release of pip available and in order to update it I should run the python.exe with "-m pip install --upgrade pip". amazon delivery routes for sale Now we need to clone the Stable Diffusion repository. In the terminal, execute the following commands: git clone https://github.com/CompVis/stable-diffusion.git cd stable-diffusion/ If you do not have git, you will need to install it with sudo apt install git. Make sure to read and accept the Stable Diffusion license before cloning the repository.Stable Diffusion How To Install And Run On ANY GPU! Text To Image Ai TingTingin 3.58K subscribers Subscribe 3.6K 101K views 4 months ago Anaconda https://www.anaconda.com/ Show more28-Sept-2022 ... Stable Diffusion uses yaml based configuration files along with a few extra command line arguments passed to the main.py function in order ... farber funeral home obituaries Aug 30, 2022 · In general, a the best stable diffusion prompts will have this form: “A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* ”. Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map. I dont wanna say same thing over and over again. I still need to put commands on terminal in order to launch it so it's still meaningless. webui-user-sh doesn't do anything and not what I asked. is m4ufree safe reddit Open the Command Prompt (CMD) and navigate to the directory where you have installed "stable-diffusion-webui". You can do this by running cd /d c:\AI\stable-diffusion-webui\. Run the command git pull.DiffusionBee is one of the easiest ways to run Stable Diffusion on Mac. It’s install process is no different from any other apps. Step 1: Go to DiffusionBee’s download … cd8e10 bmw fault code Running online Use the --share option to run online. You will get a xxx.app.gradio link. This is the intended way to use the program in collabs. You may set up authentication for said gradio shared instance with the flag --gradio-auth username:password, optionally providing multiple sets of usernames and passwords separated by commas.3. Connect to Hugging Face (For Downloading Stable Diffusion Model Weights) When installing the diffusers library, another library called huggingface-hub was …Interactive Command Line Interface. The invoke.py script, located in scripts/, provides an interactive interface to image generation similar to the "invoke mothership" bot that Stable AI provided on its Discord server. Unlike the txt2img.py and img2img.py scripts provided in the original CompVis/stable-diffusion source code repository, the time ...Once the workspace starts, click on the terminal option to start a terminal so you can clone the git repository for stable diffusion. 9. Run the following commands to clone git repository and move into the cloned repository: > git clone https://github.com/bes-dev/stable_diffusion.openvino.git > cd stable_diffusion.openvino/ 10. melanie mcguire children Sep 22, 2022 · Run Stable Diffusion using AMD GPU on Windows Inside the same folder examples/inference we’ll find another file named “dml_onnx.py”. This is the script for running Stable Diffusion. Inside this file, we can modify inputs such as prompt, image size, inference steps, etc. I used all default settings with this prompt (copied from Reddit): Aug 30, 2022 · In general, a the best stable diffusion prompts will have this form: “A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* ”. Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map. Stable Diffusion uses a process called “diffusion” to generate images that look similar to the text prompt. In short, the Stable Diffusion algorithm takes a textual description and...Dec 10, 2022 · Getting Started with Stable Diffusion (on Google Colab) Quick Video Demo – Start to First Image Step 1: Create an Account on Hugging Face Step 2: Copy the Stable Diffusion Colab Notebook into Your Google Drive Step 3: Make Sure You’re Using GPU Step 4: Run The First Cells Step 5: Run the Fifth Cell to Download Required Files unraid install key 02-Sept-2022 ... Once the setup is done, these are the steps to run Stable Diffusion. Activate the conda environment, preload models, and run the dream script.DiffusionBee is one of the easiest ways to run Stable Diffusion on Mac. It’s install process is no different from any other apps. Step 1: Go to DiffusionBee’s download … tupperbot In general, a the best stable diffusion prompts will have this form: "A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* " Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map.Stable Diffusion (SD) has quickly become one of the most popular text-to-image (a.k.a. "AI Art Generation") models in 2022. One key factor contributing to its success is that it has been made available as open-source software. ... In this tutorial we have set up a Web UI for Stable Diffusion with just one command thanks to the CF template ...Simple diffusion is a process of diffusion that occurs without the aid of an integral membrane protein. This type of diffusion occurs without any energy, and it allows substances to pass through cell membranes. limestone house exterior cost Stable Diffusion How To Install And Run On ANY GPU! Text To Image Ai TingTingin 3.58K subscribers Subscribe 3.6K 101K views 4 months ago Anaconda https://www.anaconda.com/ Show morestable-diffusion. Copied. like 5.3k. Running on custom env. App Files Files and versions Community 12311 Linked models ...With the command line version of Stable Diffusion, you can actually use a negative cfg scale value. Negative values work the same as above, but the output you get is from the opposite side of latent space to the point you highlighted. So with our prompt-as-flashlight analogy, you’re still highlighting the same region or point in latent space ... dropout tv login29-Sept-2022 ... Stable Diffusion options · Cfg Scale · Diffusion steps.An Easy Way To Run Stable Diffusion With GUI On Your Local Machine Jim Clyde Monge in Geek Culture A Simple Way To Run Stable Diffusion 2.0 Locally On Your PC — No Code Guide Jim Clyde... vintage kerosene lamps ebay See full list on howtogeek.com The Stable Diffusion model is in the diffusers library, but it also needs the transformers library because it uses a NLP model for the text encoder. This cell should take roughly a minute to run. In [1]: ! pip install --upgrade diffusers transformers scipy & > /dev/null.Diffusion is important as it allows cells to get oxygen and nutrients for survival. In addition, it plays a role in cell signaling, which mediates organism life processes. Diffusion is important for several reasons: moissanite hip hop jewelry for sale The Stable Diffusion model is in the diffusers library, but it also needs the transformers library because it uses a NLP model for the text encoder. This cell should take roughly a minute to run. In [1]: ! pip install --upgrade diffusers transformers scipy & > /dev/null Download model ¶ Open a second File Explorer window and navigate to the "C:stable-diffusion" folder we just created while keeping the ZIP file open in the first window. Drag and drop the "stable-diffusion-main" folder from the ZIP archive into the "stable-diffusion" folder. Return to Miniconda3 and paste the commands below into the window:Stage 1: Google Drive with enough free space. For this, you need a Google Drive account with at least 9 GB of free space. A free Google Drive account comes with 15 GB of free storage space, which ...01-Sept-2022 ... Text-to-Image models like DALLE or stable diffusion are really cool and allow us to generate fantastic pictures with a simple text input. kgrpm Click the Start button, type "miniconda3" into the Start Menu search box, and then choose "Open" or "Enter.". We'll create a folder called "stable-diffusion" using the command line. After pasting the next code section into the Miniconda3 box, hit Enter. If all goes as planned, the Miniconda3 window will show up.Every single time, I have to put commands and copy/paste the link to open WebUI on Mac's terminal. Is there a way to make a shortcut without putting commands? ... AUTOMATIC1111 / stable-diffusion-webui Public. Notifications Fork 5.6k; Star 29.5k. Code; Issues 1.3k; Pull requests 16; Discussions; Actions; Projects 0; Wiki; Security; InsightsWere do I run command line arguments in stable diffusion webui (AUTOMATIC 1111) I'm trying to follow this guide from the wiki: But I have no idea how to start... My webui-user.bat runs like this: I can't put any code here. First I thought that the code wasn't finished loading, however stable-diffusion runs as it should with the link. ixl answers key 11th grade language arts Text-to-Image with Stable Diffusion . Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. We provide a reference script for sampling, but there also exists a diffusers integration, which we expect to see more active community development. Getty Images ผู้ให้บริการภาพสต็อก การถ่ายภาพเชิงบรรณาธิการ วิดีโอและเพลง ได้ออกมาประกาศฟ้องร้อง Stability AI ผู้สร้างเทคโนโลยี Stable Diffusion ต่อศาลสูง (High …Running online Use the --share option to run online. You will get a xxx.app.gradio link. This is the intended way to use the program in collabs. You may set up authentication for said gradio shared instance with the flag --gradio-auth username:password, optionally providing multiple sets of usernames and passwords separated by commas.12-Sept-2022 ... Easy Stable Diffusion + Textual Inversion!# ... through entering terminal commands (I guess :P) – Now, thankfully, we have an easier way. projector tv stand Click the Start button, type "miniconda3" into the Start Menu search box, and then choose "Open" or "Enter.". We'll create a folder called "stable-diffusion" using the command line. After pasting the next code section into the Miniconda3 box, hit Enter. If all goes as planned, the Miniconda3 window will show up.11-Sept-2022 ... yaml description: Waifu diffusion v1.4beta weights: models/ldm/stable-diffusion-v1/model-epoch10-float16.ckpt height: 512 width: 512 OK to ... idm telegram An Easy Way To Run Stable Diffusion With GUI On Your Local Machine Jim Clyde Monge in Geek Culture A Simple Way To Run Stable Diffusion 2.0 Locally On Your PC — No Code Guide Jim Clyde...This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”. You may know Simon from his extensive contributions to open source software. Run Stable Diffusion using AMD GPU on Windows Inside the same folder examples/inference we’ll find another file named “dml_onnx.py”. This is the script for running Stable Diffusion. Inside this file, we can modify inputs such as prompt, image size, inference steps, etc. I used all default settings with this prompt (copied from Reddit): craigslist in bend oregon Stable Diffusion is an open-source AI art generator released on August 22 by Stability AI. Stable Diffusion is written in Python, and its type is the transformer language model. It can work on any operating system that supports Cuda kernels. You need 10GB (ish) of storage spaceSep 23, 2022 · Stable Diffusion Beginner’s Tutorial | by Mostafa Ibrahim | The Techlife | Medium 500 Apologies, but something went wrong on our end. Refresh the page, check Medium ’s site status, or find... cathy cesnik body graphic configs/stable-diffusion/v1-inference.yaml: path to config which constructs model--ckpt: CKPT: model.ckpt: path to checkpoint of stable diffusion model; if specified, this checkpoint will be added to the list of checkpoints and loaded--ckpt-dir: CKPT_DIR: None: Path to directory with stable diffusion checkpoints--gfpgan-dir: GFPGAN_DIR: GFPGAN/ GFPGAN directory There's also one named Stable Diffusion UI, and each is launched differently. If Auto1111, there is a Windows .bat file named, webui-user.bat that you execute to start up the service. ... 7860 which will show up in the command window anyway (ctrl-left-click). I also added that command to my Windows Start folder so it launches each time I reboot ...In general, a the best stable diffusion prompts will have this form: "A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* " Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map.Sep 27, 2022 · Open the stable-diffusion-main folder you created and run the command: ‘conda env create -f environment.yaml’ in Anaconda Prompt. Run the following command: ‘conda activate ldm.’ To generate an image, run the following command: ‘python scripts/txt2img.py --prompt ‘input your prompt here’ --H 512 --W 512 --seed 27 --n_iter 2 --ddim_steps 50.’ Getty Images ผู้ให้บริการภาพสต็อก การถ่ายภาพเชิงบรรณาธิการ วิดีโอและเพลง ได้ออกมาประกาศฟ้องร้อง Stability AI ผู้สร้างเทคโนโลยี Stable Diffusion ต่อศาลสูง (High …Watch but not notify 2 Star 0 maytag washer not starting just beeping The Stable Diffusion model is in the diffusers library, but it also needs the transformers library because it uses a NLP model for the text encoder. This cell should take roughly a minute to run. In [1]: ! pip install --upgrade diffusers transformers scipy & > /dev/null Download model ¶stable-diffusion. Copied. like 5.3k. Running on custom env. App Files Files and versions Community 12311 Linked models ...Stable Diffusion is open source, so there are a few different ways you can use it. But, since I work at NightCafe, I’m going to show you how to use NightCafe to …Now Stable Diffusion returns all grey cats. You can keep adding descriptions of what you want, including accessorizing the cats in the pictures. Prompt: "Cute Grey Cat with blue eyes, wearing a bowtie", Sampler = PLMS, CFG = 7, Sampling Steps = 50 This applies to anything you want Stable Diffusion to produce, including landscapes. harbor freight engines This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”. You may know Simon from his extensive contributions to open source software.15-Dec-2022 ... In this step-by-step tutorial, learn how to download and run Stable Diffusion to generate images from text descriptions.I dont wanna say same thing over and over again. I still need to put commands on terminal in order to launch it so it's still meaningless. webui-user-sh doesn't do anything and not what I asked.SD requesting to install pip. This morning I tried to update SD by editing the "COMMANDLINE_ARGS=--reinstall-xformers --reinstall-torch" in the webui-user.bat. During the update process I got a message saying there is a new release of pip available and in order to update it I should run the python.exe with "-m pip install --upgrade pip". katmoviehd south hindi movies Has anyone encountered this same issue while running Stable Diffusion? python windows pytorch command-line-interface Share Improve this question Follow asked Sep 7, 2022 at 3:10 inkblot 93 2 4 10 Add a comment 2 Answers Sorted by: 2 I had the same issue, it's because you're using a non-optimized version of Stable-Diffusion.Stable Diffusion is an open-source AI art generator released on August 22 by Stability AI. Stable Diffusion is written in Python, and its type is the transformer language model. It can work on any operating system that supports Cuda kernels. You need 10GB (ish) of storage space central machinery Open the stable-diffusion-main folder you created and run the command: ‘conda env create -f environment.yaml’ in Anaconda Prompt. Run the following command: ‘conda activate ldm.’ To generate an image, run the following command: ‘python scripts/txt2img.py --prompt ‘input your prompt here’ --H 512 --W 512 --seed 27 --n_iter 2 --ddim_steps 50.’Text-to-Image with Stable Diffusion . Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. We provide a reference script for sampling, but there also exists a diffusers integration, which we expect to see more active community development. cheating wife pornos With the command line version of Stable Diffusion, you can actually use a negative cfg scale value. Negative values work the same as above, but the output you get is from the opposite side of latent space to the point you highlighted. So with our prompt-as-flashlight analogy, you’re still highlighting the same region or point in latent space ...Sep 15, 2022 · Stable Diffusion is an open-source AI art generator released on August 22 by Stability AI. Stable Diffusion is written in Python, and its type is the transformer language model. It can work on any operating system that supports Cuda kernels. You need 10GB (ish) of storage space The Stable Diffusion model is in the diffusers library, but it also needs the transformers library because it uses a NLP model for the text encoder. This cell should take roughly a minute to run. In [1]: ! pip install --upgrade diffusers transformers scipy & > /dev/null. pepperidge farm stuffing casserole