R stable diffusion - It works by starting with a random image (noise) and gradually removing the noise until a clear image emerges⁵⁶⁷. UniPC sampler is a method that can speed up this process by using a predictor-corrector framework. It predicts the next noise level and corrects it …

 
ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment. Diffusion models have demonstrated remarkable performance in the domain of text-to-image …. The book of clarence showtimes near grand theatres bismarck

Tisserand oil diffusers have gained popularity in recent years for their ability to enhance the ambiance of any space while providing numerous health benefits. With so many options...Reply reply. Ok_Bug1610. •. TL;DR; SD on Linux (Debian in my case) does seem to be considerably faster (2-3x) and more stable than on Windows. Sorry for the late reply, but real-time processing wasn't really an option for high quality on the rig I …ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment. Diffusion models have demonstrated remarkable performance in the domain of text-to-image …Hello everyone! Im starting to learn all about this , and just ran into a bit of a challenge... I want to start creating videos in Stable Diffusion but I have a LAPTOP .... this is exactly what I have hp 15-dy2172wm Its an HP with 8 gb of ram, enough space but the video card is Intel Iris XE Graphics... any thoughts on if I can use it without Nvidia? can I purchase …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 t...Uber realistic porn merge (urpm) is one of the best stable diffusion models out there, even for non-nude renders. It produces very realistic looking people. I often use Realistic vision, epicrealism and Majicmix. You can find example of my comics series on my profile.In other words, it's not quite multimodal (Finetuned Diffusion kinda is, though. Wish there was an updated version of it). The basic demos online on Huggingface don't talk to each other, so I feel like I'm very behind compared to a lot of people.Make your images come alive in 3D with Depthmap script and Depthy webapp! So this is pretty cool. You can now make depth maps for your SD images directly in AUTOMATIC1111 using thygate's Depthmap script here: Drop that in your scripts folder, (edit: and clone the MiDaS repository), reload, and then select it under the scripts dropdown./r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site.we grabbed the data for over 12 million images used to train Stable Diffusion, and used his Datasette project to make a data browser for you to explore and search it yourself. Note that this is only a small subset of the total training data: about 2% of the 600 million images used to train the most recent three checkpoints, and only 0.5% of the ...in stable diffusion folder open cmd and past that and hit enter. kr4k3n42. Safetensors are saved in the same folder as the .ckpt (checkpoint) files. You'll need to refresh Stable Diffusion to see it added to the drop-down list (I had to refresh a few times before it "saw" it). 37 votes, 21 comments. true.IMO, what you can do is that after the initial render: - Super-resolution your image by 2x (ESRGAN) - Break that image into smaller pieces/chunks. - Apply SD on top of those images and stitch back. - Reapply this process multiple times. With each step - the time to generate the final image increases exponentially.Fixing excessive contrast/saturation resulting from high CFG scales. At high CFG scales (especially >20, but often below that as well), generated images tend to have excessive and undesired levels of contrast and saturation. This is worse when using certain samplers and better when using others (from personal experience, k_euler is the best ...If so then how to run it and is it the same as the actual stable diffusion? Sort by: cocacolaps. • 1 yr. ago. If you did it until 2 days ago, your invite probably was in spam. Now the server is closed for beta testing. It will be possible to run local, once they release it open source (not yet) Usefultool420. • 1 yr. ago.Stable Diffusion is much more verbose than competitors. Prompt engineering is powerful. Try looking for images on this sub you like and tweaking the prompt to get a feel for how it works Try looking around for phrases the AI will really listen to My folder name is too long / file can't be made1/ Install Python 3.10.6, git clone stable-diffusion-webui in any folder. 2/ Download from Civitai or HuggingFace different checkpoint models. Most will be based on SD1.5 as it's really versatile. SD2 has been nerfed of training data such as Famous people's face, porn, nude bodies, etc. Simply put : a NSFW model on Civitai will most likely be ...command line arguments in web-user.bat in your stable diffusion root folder. look up command line arguments for stable diffusion in google to learn more Reply reply More replies More replies sebaxzero • had exactly the same issue. the problems was the ...The Automatic1111 version saves the prompts and parameters to the png file. You can then drag it to the “PNG Info” tab to read them and push them to txt2img or img2img to carry on where you left off. Edit: Since people looking for this info are finding this comment , I'll add that you can also drag your PNG image directly into the prompt ...Graydient AI is a Stable Diffusion API and a ton of extra features for builders like concepts of user accounts, upvotes, ban word lists, credits, models, and more. We are in a public beta. Would love to meet and learn about your goals! Website is … 1/ Install Python 3.10.6, git clone stable-diffusion-webui in any folder. 2/ Download from Civitai or HuggingFace different checkpoint models. Most will be based on SD1.5 as it's really versatile. SD2 has been nerfed of training data such as Famous people's face, porn, nude bodies, etc. Simply put : a NSFW model on Civitai will most likely be ... 101 votes, 17 comments. 21K subscribers in the sdforall community. We're open again. A subreddit about Stable Diffusion. This is a great guide. Something to consider adding is how adding prompts will restrict the "creativity" of stable diffusion as you push it into a ... Keep image height at 512 and width at 768 or higher. This will create wide image, but because of nature of 512x512 training, it might focus different prompt subjects on different image subjects that are focus of leftmost 512x512 and rightmost 512x512. The other trick is using interaction terms (A talking to B etc). Use one or both in combination. The more information surrounding the face that SD has to take into account and generate, the more details and hence confusion can end up in the output. With focus on the face that’s all SD has to consider, and the chance of clarity goes up. bmemac. • 2 yr. ago.There is a major hurdle to building a stand-alone stable diffusion program: and that is the programming language SD is built on: Python. Python CAN be compiled into an executable form, but it isn't meant to be. Python calls on whole libraries of sub-programs to do many different things. SD in particular depends on several HUGE data-science ...randomgenericbot. •. "--precision full --no-half" in combination force stable diffusion to do all calculations in fp32 (32 bit flaoting point numbers) instead of "cut off" fp16 (16 bit floating point numbers). The opposite setting would be "--precision autocast" which should use fp16 wherever possible. 1/ Install Python 3.10.6, git clone stable-diffusion-webui in any folder. 2/ Download from Civitai or HuggingFace different checkpoint models. Most will be based on SD1.5 as it's really versatile. SD2 has been nerfed of training data such as Famous people's face, porn, nude bodies, etc. Simply put : a NSFW model on Civitai will most likely be ... /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site.The generation was done in ComfyUI. In some cases the denoising is as low as 25 but I prefer to go as high as 75 if the video allows me to. The main workflow is: Encode the …command line arguments in web-user.bat in your stable diffusion root folder. look up command line arguments for stable diffusion in google to learn more Reply reply More replies More replies sebaxzero • had exactly the same issue. the problems was the ...I'm able to get pretty good variations of photorealistic people using "contact sheet" or "comp card" in my prompts. But I'm also trying to use img2img to get a consistent set of different crops, expressions, clothing, backgrounds, etc, so any model or embedding I ... List part 2: Web apps (this post). List part 3: Google Colab notebooks . List part 4: Resources . Sort by: Best. Thanks for this awesome, list! My contribution 😊. sd-mui.vercel.app. Mobile-first PWA with multiple models and pipelines. Open Source, MIT licensed; built with NextJS, React and MaterialUI. This is Joseph Saveri and Matthew Butterick. In Novem­ber 2022, we teamed up to file a law­suit chal­leng­ing GitHub Copi­lot, an AI cod­ing assi­tant built on unprece­dented open-source soft­ware piracy. In July 2023, we filed law­suits on behalf of book authors chal­leng­ing Chat­GPT and LLaMA. In Jan­u­ary 2023, on behalf of ...OldManSaluki. • 1 yr. ago. In the prompt I use "age XX" where XX is the bottom age in years for my desired range (10, 20, 30, etc.) augmented with the following terms. "infant" for <2 yrs. "child" for <10 yrs. "teen" to reinforce "age 10". "college age" for upper "age 10" range into low "age 20" range. "young adult" reinforces "age 30" range ... Hello everyone, I'm sure many of us are already using IP Adapter. But recently Matteo, the author of the extension himself (Shoutout to Matteo for his amazing work) made a video about character control of their face and clothing. Keep image height at 512 and width at 768 or higher. This will create wide image, but because of nature of 512x512 training, it might focus different prompt subjects on different image subjects that are focus of leftmost 512x512 and rightmost 512x512. The other trick is using interaction terms (A talking to B etc). Feb 16, 2023 · Key Takeaways. To run Stable Diffusion locally on your PC, download Stable Diffusion from GitHub and the latest checkpoints from HuggingFace.co, and install them. Then run Stable Diffusion in a special python environment using Miniconda. Artificial Intelligence (AI) art is currently all the rage, but most AI image generators run in the cloud. We will open-source a new version of Stable Diffusion. We have a great team, including GG1342 leading our Machine Learning Engineering team, and have received support and feedback from major players like Waifu Diffusion. But we don't want to stop there. We want to fix every single future version of SD, as well as fund our own models from scratch.The argument that America's cultural reluctance to accept explicit imagery is rooted in its Puritanical origins begins with the historical context of the early European settlers.Osmosis is an example of simple diffusion. Simple diffusion is the process by which a solution or gas moves from high particle concentration areas to low particle concentration are...I’m usually generating in 512x512 and the use img to image and upscale either once by 400% or twice with 200% at around 40-60% denoising. Oftentimes the output doesn’t …You seem to be confused, 1.5 is not old and outdated. The 1.5 model is used as a base for most newer/tweaked models as the 2.0, 2.1 and xl model are less flexible. The newer models improve upon the original 1.5 model, either for a specific subject/style or something generic. Combine that with negative prompts, textual inversions, loras and ... Steps for getting better images. Prompt Included. 1. Craft your prompt. The two keys to getting what you want out of Stable Diffusion are to find the right seed, and to find the right prompt. Getting a single sample and using a lackluster prompt will almost always result in a terrible result, even with a lot of steps. Keep image height at 512 and width at 768 or higher. This will create wide image, but because of nature of 512x512 training, it might focus different prompt subjects on different image subjects that are focus of leftmost 512x512 and rightmost 512x512. The other trick is using interaction terms (A talking to B etc). Stable Diffusion v1.6 Release : . We're excited to announce the release of the Stable Diffusion v1.6 engine to the REST API! This model is designed to be a higher quality, more cost-effective alternative to stable-diffusion-v1-5 and is ideal for users who are looking to replace it in their workflows. stable-diffusion-v1-6 supports aspect ratios in 64px …Here is a summary: The new Stable Diffusion 2.0 base model ("SD 2.0") is trained from scratch using OpenCLIP-ViT/H text encoder that generates 512x512 images, with improvements over previous releases (better FID and CLIP-g scores). SD 2.0 is trained on an aesthetic subset of LAION-5B, filtered for adult content using LAION’s NSFW filter .-Move the venv folder out of the stable diffusion folders(put in on your desktop). -Go back to the stable diffusion folder. For you it'll be : C:\Users\Angel\stable-diffusion-webui\ . (It may have change since) -Write cmd in the search bar. (to be directly in the directory) -Inside command write : python -m venv venv.Unfortunately, the LCM LoRA does not work well with any random SD model; and you will have to use >= 8 steps with guidance between 1 and 2 to get decent video results. There is still a noticeable drop in quality when using LCM, but the speed up is great for quick experiments and prompt exploration. 22.Stable Diffusion is an AI model that can generate images from text prompts, or modify existing images with a text prompt, much like MidJourney or DALL-E 2. It was …OldManSaluki. • 1 yr. ago. In the prompt I use "age XX" where XX is the bottom age in years for my desired range (10, 20, 30, etc.) augmented with the following terms. "infant" for <2 yrs. "child" for <10 yrs. "teen" to reinforce "age 10". "college age" for upper "age 10" range into low "age 20" range. "young adult" reinforces "age 30" range ... ADMIN MOD. Simple trick I use to get consistent characters in SD. Tutorial | Guide. This is kimd of twist on what most already know, ie. that if you use a famous people in your prompts it helps get the same face over and over again, the issue with this (from my pov at least) is that the character is still recognizable as a famous figure, so one ... Text-to-image generation is still on the works, because Stable-Diffusion was not trained on these dimensions, so it suffer from coherence. Note : In the past, generating large images with SD was possible, but the key improvement lies in the fact that we can now achieve speeds that are 3 to 4 times faster, especially at 4K resolution. Jump over to Stable Diffusion, select img2img, and then the Inpaint tab. Once there under the "Drop Image Here" section, instead of Draw Mask, we're going to click on Upload Mask. Click the first box and load the greyscale photo we made and then in the second box underneath, add the mask. Loaded Mask. randomgenericbot. •. "--precision full --no-half" in combination force stable diffusion to do all calculations in fp32 (32 bit flaoting point numbers) instead of "cut off" fp16 (16 bit floating point numbers). The opposite setting would be "--precision autocast" which should use fp16 wherever possible.use 512x768 max in portrait mode for 512 models with Hiresfix at 2x, then upscale 2x more if you realy need it -> no more bad anatomy issue : 3. GaggiX. • 1 yr. ago. Lower the resolution, then you can upscale it using img2img or one of the upscaler model in extra and fix errors with inpainting, there are several ways to do it.Key Takeaways. To run Stable Diffusion locally on your PC, download Stable Diffusion from GitHub and the latest checkpoints from HuggingFace.co, and install them. Then run Stable Diffusion in a special python environment using Miniconda. Artificial Intelligence (AI) art is currently all the rage, but most AI image generators run in the cloud.What are currently the best stable diffusion models? "Best" is difficult to apply to any single model. It really depends on what fits the project, and there are many good choices. CivitAI is definitely a good place to browse with lots of example images and prompts. I keep older versions of the same models because I can't decide which one is ...Hey, thank you for the tutorial, I don't completely understand as I am new to using Stable Diffusion. On "Step 2.A" why are you using Img2Img first and not just going right to mov2mov? And how do I take a still frame out from my video? What's the difference between ...By selecting one of these seeds, it gives a good chance that your final image will be cropped in your intended fashion after you make your modifications. For an example of a poor selection, look no further than seed 8003, which goes from a headshot to a full body shot, to a head chopped off, and so forth.Stable Diffusion is an AI model that can generate images from text prompts, or modify existing images with a text prompt, much like MidJourney or DALL-E 2. It was …randomgenericbot. •. "--precision full --no-half" in combination force stable diffusion to do all calculations in fp32 (32 bit flaoting point numbers) instead of "cut off" fp16 (16 bit floating point numbers). The opposite setting would be "--precision autocast" which should use fp16 wherever possible.Stable Diffusion tagging test. This is the Stable Diffusion 1.5 tagging matrix it has over 75 tags tested with more than 4 prompts with 7 CFG scale, 20 steps, and K Euler A sampler. With this data, I will try to decrypt what each tag does to your final result. So let's start:The sampler is responsible for carrying out the denoising steps. To produce an image, Stable Diffusion first generates a completely random image in the latent space. The noise predictor then estimates the noise of the image. The predicted noise is subtracted from the image. This process is repeated a dozen times. In the end, you get a clean image. In the context of Stable Diffusion, converging means that the model is gradually approaching a stable state. This means that the model is no longer changing significantly, and the generated images are becoming more realistic. There are a few different ways to measure convergence in Stable Diffusion. Automatic's UI has support for a lot of other upscaling models, so I tested: Real-ERSGAN 4x plus. Lanczos. LDSR. 4x Valar. 4x Nickelback_70000G. 4x Nickelback _72000G. 4x BS DevianceMIP_82000_G. I took several images that I rendered at 960x512, upscaled them 4x to 3840x2048, and then compared each. First time setup of Stable Diffusion Video. Go to the Image tab On the script button - select Stable Video Diffusion (below) Select SDV. 3. At the top left of the screen on the Model selector - select which SDV model you wish to use (below) or double click on the Model icon panel in the Reference section of Networks . Tend to make photos better at drawings (especially cartoons art/editorial art): Improve aesthetic in general: List of artists that Stable Diffusion recognizes the style of right of the gate: I use this list, the examples are accessed by clicking open by the artists name, it's much easier to browse https://proximacentaurib.notion.site ... This is an answer that someone corrects. The the base model seem to be tuned to start from nothing, then to get an image. The refiner refines the image making an existing image better. You can use the base model by it's self but for additional detail you should move to the second. Here for the answer.You can use agent scheduler to avoid having to use disjunctives by queuing different prompts in a row. Prompt S/R is one of more difficult to understand modes of operation for X/Y Plot. S/R stands for search/replace, and that's what it does - you input a list of words or phrases, it takes the first from the list and treats it as keyword, and ... Jump over to Stable Diffusion, select img2img, and then the Inpaint tab. Once there under the "Drop Image Here" section, instead of Draw Mask, we're going to click on Upload Mask. Click the first box and load the greyscale photo we made and then in the second box underneath, add the mask. Loaded Mask. OldManSaluki. • 1 yr. ago. In the prompt I use "age XX" where XX is the bottom age in years for my desired range (10, 20, 30, etc.) augmented with the following terms. "infant" for <2 yrs. "child" for <10 yrs. "teen" to reinforce "age 10". "college age" for upper "age 10" range into low "age 20" range. "young adult" reinforces "age 30" range ... Models at Hugging Face with tag stable-diffusion. List #1 (less comprehensive) of models compiled by cyberes. List #2 (more comprehensive) of models compiled by cyberes. Textual inversion embeddings at Hugging Face. DreamBooth models at Hugging Face. Civitai . Following along the logic set in those two write-ups, I'd suggest taking a very basic prompt of what you are looking for, but maybe include "full body portrait" near the front of the prompt. An example would be: katy perry, full body portrait, digital art by artgerm. Now, make four variations on that prompt that change something about the way ...101 votes, 17 comments. 21K subscribers in the sdforall community. We're open again. A subreddit about Stable Diffusion. This is a great guide. Something to consider adding is how adding prompts will restrict the "creativity" of stable diffusion as you push it into a ...I've used Stable Diffusion with GRisk GUI without issue. But I'd like to try this GUI, since it has upscaling and IMG2IMG. I'm using Windows 10 with Nvidia RTX 2080. Here's my log for my latest attempt. [00000559] [09-05-2022 13:40:36]: [UI] Using low Only keep ... IMO, what you can do is that after the initial render: - Super-resolution your image by 2x (ESRGAN) - Break that image into smaller pieces/chunks. - Apply SD on top of those images and stitch back. - Reapply this process multiple times. With each step - the time to generate the final image increases exponentially. The state of the art AI image generation engine.It works by starting with a random image (noise) and gradually removing the noise until a clear image emerges⁵⁶⁷. UniPC sampler is a method that can speed up this process by using a predictor-corrector framework. It predicts the next noise level and corrects it …Stable Diffusion Getting Started Guides! Local Installation. Stable Diffusion Installation and Basic Usage Guide - Guide that goes in depth (with screenshots) of how to install the … NMKD Stable Diffusion GUI v1.1.0 - BETA TEST. Download: https://nmkd.itch.io/t2i-gui. Installation: Extract anywhere (not a protected folder - NOT Program Files - preferrably a short custom path like D:/Apps/AI/), run StableDiffusionGui.exe, follow instructions. Important: An Nvidia GPU with at least 10 GB is recommended. SDXL Resolution Cheat Sheet. It says that as long as the pixels sum is the same as 1024*1024, which is not..but maybe i misunderstood the author.. SDXL is trained with 1024*1024 = 1048576 sized images with multiple aspect ratio images , so your input size should not greater than that number. I extract that aspect ratio full list from SDXL ...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. Diffusio...Research and create a list of variables you'd like to try out for each variable group (hair styles, ear types, poses, etc.). Next, using your lists, choose a hair color, a hair style, eyes, possibly ears, skin tone, possibly some body modifications. This is your baseline character./r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site.Use one or both in combination. The more information surrounding the face that SD has to take into account and generate, the more details and hence confusion can end up in the output. With focus on the face that’s all SD has to consider, and the chance of clarity goes up. bmemac. • 2 yr. ago.Osmosis is an example of simple diffusion. Simple diffusion is the process by which a solution or gas moves from high particle concentration areas to low particle concentration are...Welcome to r/StableDiffusion, our community's home for AI art generated with Stable Diffusion! Come on in and be a part of the conversation. If you're looking for resources, …in hindsight it makes sense; safety. you'd let a toddler draw and write, but you won't let one, idk drive a forklift. Our current best AIs are still like toddlers in terms of reasoning and coherency (just with access to all knowledge on the internet).The generation was done in ComfyUI. In some cases the denoising is as low as 25 but I prefer to go as high as 75 if the video allows me to. The main workflow is: Encode the …JohnCastleWriter. •. So far, from what I can tell, commas act as "soft separators" while periods act as "hard separators". No idea what practical difference that makes, however. I'm presently experimenting with different punctuation to see what might work and what won't. Edit: Semicolons appear to work as hard separators; periods, oddly ...we grabbed the data for over 12 million images used to train Stable Diffusion, and used his Datasette project to make a data browser for you to explore and search it yourself. Note that this is only a small subset of the total training data: about 2% of the 600 million images used to train the most recent three checkpoints, and only 0.5% of the ...Full command for either 'run' or to paste into a cmd window: "C:\Program Files\ai\stable-diffusion-webui\venv\Scripts\python.exe" -m pip install --upgrade pip. Assuming everything goes right python should start up, run pip to access the update logic, remove pip itself, and then install the new version, and then it won't complain anymore. Press ...

Intro. Stable Diffusion is a Latent Diffusion model developed by researchers from the Machine Vision and Learning group at LMU Munich, a.k.a CompVis. Model checkpoints were publicly released at the end of …. Best worship music of all time

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ADMIN MOD. Simple trick I use to get consistent characters in SD. Tutorial | Guide. This is kimd of twist on what most already know, ie. that if you use a famous people in your prompts it helps get the same face over and over again, the issue with this (from my pov at least) is that the character is still recognizable as a famous figure, so one ... in stable diffusion folder open cmd and past that and hit enter. kr4k3n42. Safetensors are saved in the same folder as the .ckpt (checkpoint) files. You'll need to refresh Stable Diffusion to see it added to the drop-down list (I had to refresh a few times before it "saw" it). 37 votes, 21 comments. true.Graydient AI is a Stable Diffusion API and a ton of extra features for builders like concepts of user accounts, upvotes, ban word lists, credits, models, and more. We are in a public beta. Would love to meet and learn about your goals! Website is …In other words, it's not quite multimodal (Finetuned Diffusion kinda is, though. Wish there was an updated version of it). The basic demos online on Huggingface don't talk to each other, so I feel like I'm very behind compared to a lot of people.PyraCanny, CPDS and FaceSwap are like different modes. A face is rendered into a composition, or a setting is rendered around a figure, or a color/style is applied to the averaged output. Experiment a bit with leaving all but one on ImagePrompt, it becomes clear. Again kudos for usman_exe for the question and salamala893 for the link (read it ...This was very useful, thanks a lot for posting it! I was mainly interested in the painting Upscaler, so I conducted a few tests, including with two Upscalers that have not been …3 ways to control lighting in Stable Diffusion. I've written a tutorial for controlling lighting in your images. Hope someone would find this useful! Time of day + light (morning light, noon light, evening light, moonlight, starlight, dusk, dawn, etc.) Shadow descriptors (soft shadows, harsh shadows) or the equivalent light (soft light, hard ...So it turns out you can use img2img in order to make people in photos look younger or older. Essentially add "XX year old man/women/whatever", and set prompt strength to something low (in order to stay close to the source). It's a bit hit or miss and you probably want to run face correction afterwards, but itworks. 489K subscribers in the ...The optimized model will be stored at the following directory, keep this open for later: olive\examples\directml\stable_diffusion\models\optimized\runwayml. The model folder will be called “stable-diffusion-v1-5”. Use the following command to see what other models are supported: python stable_diffusion.py –help. To Test the Optimized Model Models at Hugging Face with tag stable-diffusion. List #1 (less comprehensive) of models compiled by cyberes. List #2 (more comprehensive) of models compiled by cyberes. Textual inversion embeddings at Hugging Face. DreamBooth models at Hugging Face. Civitai . Stable Diffusion is a pioneering text-to-image model developed by Stability AI, allowing the conversion of textual descriptions into corresponding visual imagery. In other words, you …Use one or both in combination. The more information surrounding the face that SD has to take into account and generate, the more details and hence confusion can end up in the output. With focus on the face that’s all SD has to consider, and the chance of clarity goes up. bmemac. • 2 yr. ago. we grabbed the data for over 12 million images used to train Stable Diffusion, and used his Datasette project to make a data browser for you to explore and search it yourself. Note that this is only a small subset of the total training data: about 2% of the 600 million images used to train the most recent three checkpoints, and only 0.5% of the ... By "stable diffusion version" I mean the ones you find on Hugging face, for example there's stable diffusion v-1-4-original, v1-5, stable-diffusion-2-1, etc. (Sorry if this is like obvious information I'm very new to this lol) I just want to know which is preferred for NSFW models, if there's any difference. .

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