Add a *. We have moved to This new site has a tag and search system, which will make finding the right models for you much easier! If you have any questions, ask here: If you need to look at the old Model. You should use this between 0. Stable Diffusion （ステイブル・ディフュージョン）は、2022年に公開された ディープラーニング （深層学習）の text-to-imageモデル （ 英語版 ） である。. Public. safetensors is a secure alternative to pickle. Naturally, a question that keeps cropping up is how to install Stable Diffusion on Windows. The goal of this article is to get you up to speed on stable diffusion. Example: set COMMANDLINE_ARGS=--ckpt a. Here's how to run Stable Diffusion on your PC. You signed out in another tab or window. waifu-diffusion-v1-4 / vae / kl-f8-anime2. Prompting-Features# Prompt Syntax Features#. The first step to getting Stable Diffusion up and running is to install Python on your PC. Stable diffusion models can track how information spreads across social networks. We tested 45 different GPUs in total — everything that has. py is ran with. A random selection of images created using AI text to image generator Stable Diffusion. View the community showcase or get started. Here it goes for some female summer ideas : Breezy floral sundress with spaghetti straps, paired with espadrille wedges and a straw tote bag for a beach-ready look. Low level shot, eye level shot, high angle shot, hip level shot, knee, ground, overhead, shoulder, etc. この記事では、Stable Diffsuionのイラスト系・リアル写真系モデルを厳選してまとめてみました。. Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. If you can find a better setting for this model, then good for you lol. This toolbox supports Colossal-AI, which can significantly reduce GPU memory usage. Demo API Examples README Versions (e22e7749)Stable Diffusion如何安装插件？四种方法教会你！第一种方法：我们来到扩展页面，点击可用️加载自，可以看到插件列表。这里我们以安装3D Openpose编辑器为例，由于插件太多，我们可以使用Ctrl+F网页搜索功能，输入openpose来快速搜索到对应的插件，然后点击后面的安装即可。8 hours ago · Artificial intelligence is coming for video but that’s not really anything new. 被人为虐待的小明觉！. You can use it to edit existing images or create new ones from scratch. In the second step, we use a. Credit Cost. Most methods to download and use Stable Diffusion can be a bit confusing and difficult, but Easy Diffusion has solved that by creating a 1-click download that requires no technical knowledge. png 文件然后 refresh 即可。. 1 Release. This step downloads the Stable Diffusion software (AUTOMATIC1111). AI Community! | 296291 members. 1. The text-to-image models are trained with a new text encoder (OpenCLIP) and they're able to output 512x512 and 768x768 images. Available Image Sets. Make sure when your choosing a model for a general style that it's a checkpoint model. The InvokeAI prompting language has the following features: Attention weighting#. A tag already exists with the provided branch name. The GhostMix-V2. FREE forever. ckpt. 5 model. Text-to-Image • Updated Jul 4 • 383k • 1. InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. StableSwarmUI, A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility. 34k. Synthetic data offers a promising solution, especially with recent advances in diffusion-based methods like stable. I don't claim that this sampler ultimate or best, but I use it on a regular basis, cause I realy like the cleanliness and soft colors of the images that this sampler generates. You've been invited to join. 1, 1. Posted by 3 months ago. Hot New Top. As many AI fans are aware, Stable Diffusion is the groundbreaking image-generation model that can conjure images based on text input. Here are a few things that I generally do to avoid such imagery: I avoid using the term "girl" or "boy" in the positive prompt and instead opt for "woman" or "man". You should NOT generate images with width and height that deviates too much from 512 pixels. The integration allows you to effortlessly craft dynamic poses and bring characters to life. Currently, LoRA networks for Stable Diffusion 2. It also includes a model. Install Python on your PC. Per default, the attention operation. 新sd-webui图库，新增图像搜索，收藏，更好的独立运行等Size: 512x768 or 768x512. . Browse bimbo Stable Diffusion models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAsStable Diffusion is a text-based image generation machine learning model released by Stability. Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: the UNet is 3x larger and SDXL combines a second text encoder (OpenCLIP ViT-bigG/14) with the original text encoder to significantly increase the number of parameters. Original Hugging Face Repository Simply uploaded by me, all credit goes to . This does not apply to animated illustrations. 1. AGPL-3. Since it is an open-source tool, any person can easily. The extension is fully compatible with webui version 1. Its installation process is no different from any other app. Anything-V3. In general, it should be self-explanatory if you inspect the default file! This file is in yaml format, which can be written in various ways. Stable Diffusion creator Stability AI has announced that users can now test a new generative AI that animates a single image generated from a text prompt to create. It's similar to other image generation models like OpenAI's DALL · E 2 and Midjourney , with one big difference: it was released open source. The Stable Diffusion 1. Posted by 1 year ago. The model was pretrained on 256x256 images and then finetuned on 512x512 images. 0, an open model representing the next. Copy it to your favorite word processor, and apply it the same way as before, by pasting it into the Prompt field and clicking the blue arrow button under Generate. Height. I) Main use cases of stable diffusion There are a lot of options of how to use stable diffusion, but here are the four main use cases: Overview of the four main uses cases for stable. It is trained on 512x512 images from a subset of the LAION-5B database. This file is stored with Git LFS . For the rest of this guide, we'll either use the generic Stable Diffusion v1. The results may not be obvious at first glance, examine the details in full resolution to see the difference. StableDiffusionプロンプト（呪文）補助ツールです。構図（画角）、表情、髪型、服装、ポーズなどカテゴリ分けされた汎用プロンプトの一覧から簡単に選択してコピーしたり括弧での強調や弱体化指定ができます。Patreon Get early access to build and test build, be able to try all epochs and test them by yourself on Patreon or contact me for support on Disco. Model checkpoints were publicly released at the end of August 2022 by. 全体の流れは以下の通りです。. 画質を調整・向上させるプロンプト・クオリティアップ（Stable Diffusion Web UI、にじジャーニー）. How to install Stable Diffusion locally ? First, get the SDXL base model and refiner from Stability AI. 5 and 1 weight, depending on your preference. The new model is built on top of its existing image tool and will. The revolutionary thing about ControlNet is its solution to the problem of spatial consistency. Cách hoạt động. この記事で. The notebooks contain end-to-end examples of usage of prompt-to-prompt on top of Latent Diffusion and Stable Diffusion respectively. Unlike other AI image generators like DALL-E and Midjourney (which are only accessible. Hi! I just installed the extension following the steps on the readme page, downloaded the pre-extracted models (but the same issue appeared with full models upon trying) and excitedly tried to generate a couple of images, only to see the. For Stable Diffusion, we started with the FP32 version 1-5 open-source model from Hugging Face and made optimizations through quantization, compilation, and hardware acceleration to run it on a phone powered by Snapdragon 8 Gen 2 Mobile Platform. Expanding on my temporal consistency method for a 30 second, 2048x4096 pixel total override animation. Also using body parts and "level shot" helps. 1 day ago · So in that spirit, we're thrilled to announce that Stable Diffusion and Code Llama are now available as part of Workers AI, running in over 100 cities across. fix, upscale latent, denoising 0. AutoV2. 学習元のモデルが決まったら、そのモデルを使った正則化画像を用意します。 ここも必ず必要な手順ではないので、飛ばしても問題ありません。Browse penis Stable Diffusion models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAs1000+ Wildcards. Each image was captioned with text, which is how the model knows what different things look like, can reproduce various art styles, and can take a text prompt and turn it into an image. the theory is that SD reads inputs in 75 word blocks, and using BREAK resets the block so as to keep subject matter of each block seperate and get more dependable output. 1 day ago · Available for research purposes only, Stable Video Diffusion (SVD) includes two state-of-the-art AI models – SVD and SVD-XT – that produce short clips from. Wait a few moments, and you'll have four AI-generated options to choose from. Aurora is a Stable Diffusion model, similar to its predecessor Kenshi, with the goal of capturing my own feelings towards the anime styles I desire. A few months after its official release in August 2022, Stable Diffusion made its code and model weights public. card. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products. Stable Diffusion's generative art can now be animated, developer Stability AI announced. Midjourney may seem easier to use since it offers fewer settings. Just like any NSFW merge that contains merges with Stable Diffusion 1. This parameter controls the number of these denoising steps. 管不了了_哔哩哔哩_bilibili. 转载自互联网, 视频播放量 328、弹幕量 0、点赞数 6、投硬币枚数 0、收藏人数 1、转发人数 0, 视频作者 上边的真精彩, 作者简介 音乐反应点评，相关视频：【mamamoo】她拒绝所有人，【mamamoo】我甚至没有生气，只是有点恼火。. Discontinued Projects. 注意检查你的图片尺寸，是否为1:1，且两张背景色图片中的物体大小要一致。InvokeAI Architecture. this is the original text tranlsated ->. cd stable-diffusion python scripts/txt2img. Readme License. Introduction. Step. Wed, Nov 22, 2023, 5:55 AM EST · 2 min read. Edit model card Update. 335 MB. The DiffusionPipeline class is the simplest and most generic way to load the latest trending diffusion model from the Hub. Instead, it operates on a regular, inexpensive ec2 server and functions through the sd-webui-cloud-inference extension. 2. Sensitive Content. save. 0 was released in November 2022 and has been entirely funded and developed by Stability AI. r/StableDiffusion. 20. However, pickle is not secure and pickled files may contain malicious code that can be executed. Other models are also improving a lot, including. (avoid using negative embeddings unless absolutely necessary) From this initial point, experiment by adding positive and negative tags and adjusting the settings. We provide a reference script for. Stable Video Diffusion está disponible en una versión limitada para investigadores. Most existing approaches train for a certain distribution of masks, which limits their generalization capabilities to unseen mask types. You signed in with another tab or window. Utilizing the latent diffusion model, a variant of the diffusion model, it effectively removes even the strongest noise from data. k. 2. AI. bin file with Python’s pickle utility. A browser interface based on Gradio library for Stable Diffusion. This open-source demo uses the Stable Diffusion machine learning model and Replicate's API to. Auto Stable Diffusion Photoshop插件教程，释放轻薄本AI潜力，第五期 最新Stable diffusion秋叶大佬4. py script shows how to fine-tune the stable diffusion model on your own dataset. The t-shirt and face were created separately with the method and recombined. In this tutorial, we’ll guide you through installing Stable Diffusion, a popular text-to-image AI software, on your Windows computer. Stable Diffusion is a state-of-the-art text-to-image art generation algorithm that uses a process called "diffusion" to generate images. Stable Diffusion은 독일 뮌헨 대학교 Machine Vision & Learning Group (CompVis) 연구실의 "잠재 확산 모델을 이용한 고해상도 이미지 합성 연구" [1] 를 기반으로 하여, Stability AI와 Runway ML 등의 지원을 받아 개발된 딥러닝 인공지능 모델이다. According to the Stable Diffusion team, it cost them around $600,000 to train a Stable Diffusion v2 base model in 150,000 hours on 256 A100 GPUs. – Supports various image generation options like. License: refers to the. 5 is a latent diffusion model initialized from an earlier checkpoint, and further finetuned for 595K steps on 512x512 images. Discover amazing ML apps made by the community. We promised faster releases after releasing Version 2,0, and we’re delivering only a few weeks later. Step 3: Clone web-ui. 049dd1f about 1 year ago. Started with the basics, running the base model on HuggingFace, testing different prompts. Figure 4. Below are some commonly used negative prompts for different scenarios, making them readily available for everyone’s use. Usually, higher is better but to a certain degree. (miku的图集数量不是开玩笑的，而且在sd直接使用hatsune_miku的tag就能用，不用另装embeddings。. THE SCIENTIST - 4096x2160. 1. We don't want to force anyone to share their workflow, but it would be great for our. 0 will be generated at 1024x1024 and cropped to 512x512. 0 significantly improves the realism of faces and also greatly increases the good image rate. Although some of that boost was thanks to good old-fashioned optimization, which the Intel driver team is well known for, most of the uplift was thanks to Microsoft Olive. The Stable Diffusion prompts search engine. 512x512 images generated with SDXL v1. It is a speed and quality breakthrough, meaning it can run on consumer GPUs. The company has released a new product called Stable Video Diffusion into a research preview, allowing users to create video from a single image. Just make sure you use CLIP skip 2 and booru. How are models created? Custom checkpoint models are made with (1) additional training and (2) Dreambooth. Windows 11 Pro 64-bit (22H2) Our test PC for Stable Diffusion consisted of a Core i9-12900K, 32GB of DDR4-3600 memory, and a 2TB SSD. It’s worth noting that in order to run Stable Diffusion on your PC, you need to have a compatible GPU installed. pickle. Classic NSFW diffusion model. from_pretrained() method automatically detects the correct pipeline class from the checkpoint, downloads, and caches all the required configuration and weight files, and returns a pipeline instance ready for inference. SDXL 1. My AI received one of the lowest scores among the 10 systems covered in Common Sense’s report, which warns that the chatbot is willing to chat with teen users about sex and alcohol and that it. We then use the CLIP model from OpenAI, which learns a representation of images, and text, which are compatible. Stable Diffusion is designed to solve the speed problem. Expand the Batch Face Swap tab in the lower left corner. How To Do Stable Diffusion XL (SDXL) Full Fine Tuning / DreamBooth Training On A Free Kaggle Notebook In this tutorial you will learn how to do a full DreamBooth training on a free Kaggle account by using Kohya SS GUI trainerI have tried doing logos but without any real success so far. Check out the documentation for. For now, let's focus on the following methods:Try Stable Diffusion Download Code Stable Audio. 2. Stability AI는 방글라데시계 영국인. Start with installation & basics, then explore advanced techniques to become an expert. I) Main use cases of stable diffusion There are a lot of options of how to use stable diffusion, but here are the four main use cases:. the command-line version of Stable Diffusion, you just add a full colon followed by a decimal number to the word you want to emphasize. Put WildCards in to extensionssd-dynamic-promptswildcards folder. Make sure you check out the NovelAI prompt guide: most of the concepts are applicable to all models. Stable Diffusion requires a 4GB+ VRAM GPU to run locally. Hires. You can use special characters and emoji. 667 messages. 0, on a less restrictive NSFW filtering of the LAION-5B dataset. 2, 1. You can join our dedicated community for Stable Diffusion here, where we have areas for developers, creatives, and just anyone inspired by this. 9GB VRAM. 在 models/Lora 目录下，存放一张与 Lora 同名的 . Browse girls Stable Diffusion models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAsHCP-Diffusion. Then, download. A: The cost of training a Stable Diffusion model depends on a number of factors, including the size and complexity of the model, the computing resources used, pricing plans and the cost of electricity. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Stability AI는 방글라데시계 영국인. Find latest and trending machine learning papers. DiffusionBee is one of the easiest ways to run Stable Diffusion on Mac. Stable Diffusion Prompt Generator. SDK for interacting with stability. ジャンル→内容→prompt. Option 1: Every time you generate an image, this text block is generated below your image. Tests should pass with cpu, cuda, and mps backends. 📚 RESOURCES- Stable Diffusion web de. ノイズや歪みなどを除去して、クリアで鮮明な画像が生成できます。. Once trained, the neural network can take an image made up of random pixels and. I just had a quick play around, and ended up with this after using the prompt "vector illustration, emblem, logo, 2D flat, centered, stylish, company logo, Disney". Stable Diffusion pipelines. 0. The latent space is 48 times smaller so it reaps the benefit of crunching a lot fewer numbers. It is too big to display, but you can still download it. You signed out in another tab or window. If you click the Option s icon in the prompt box, you can go a little deeper: For Style, you can choose between Anime, Photographic, Digital Art, Comic Book. I used two different yet similar prompts and did 4 A/B studies with each prompt. 0. a CompVis. 0, the next iteration in the evolution of text-to-image generation models. Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. I provide you with an updated tool of v1. OK perhaps I need to give an upscale example so that it can be really called "tile" and prove that it is not off topic. これすご-AIクリエイティブ-. In this article we'll feature anime artists that you can use in Stable Diffusion models (NAI Diffusion, Anything V3) as well as the official NovelAI and Midjourney's Niji Mode to get better results. pinned by moderators. 画像生成AI (Stable Diffusion Web UI、にじジャーニーなど)で画質を調整するする方法を紹介します。. 6版本整合包（整合了最难配置的众多插件），stablediffusion，11月推荐必备3大模型，【小白专家完美适配】行者丹炉新鲜出炉，有. Svelte is a radical new approach to building user interfaces. Awesome Stable-Diffusion. Generate the image. An AI Splat, where I do the head (6 keyframes), the hands (25 keys), the clothes (4 keys) and the environment (4 keys) separately and. safetensors is a safe and fast file format for storing and loading tensors. NEW ControlNet for Stable diffusion RELEASED! THIS IS MIND BLOWING! ULTIMATE FREE Stable Diffusion Model! GODLY Results! DreamBooth for Automatic 1111 - Super Easy AI MODEL TRAINING! Explore AI-generated art without technical hurdles. 1. Stable Diffusion 1. No virus. Image. 免费在线NovelAi智能绘画网站，手机也能用的NovelAI绘画（免费），【Stable Diffusion】在线使用SD 无需部署 无需显卡，在手机上使用stable diffusion，完全免费！. 7X in AI image generator Stable Diffusion. 🖊️ marks content that requires sign-up or account creation for a third party service outside GitHub. . Extend beyond just text-to-image prompting. ) Come. 在Stable Diffusion软件中，使用ControlNet+模型实现固定物体批量替换背景出图的流程。一、准备好图片：1. Credit Calculator. Description: SDXL is a latent diffusion model for text-to-image synthesis. 0. Wait a few moments, and you'll have four AI-generated options to choose from. StableStudio marks a fresh chapter for our imaging pipeline and showcases Stability AI's dedication to advancing open-source development within the AI ecosystem. 1:7860" or "localhost:7860" into the address bar, and hit Enter. Start Creating. Automate any workflow. Hな表情の呪文・プロンプト. info. Stable. AI Community! | 296291 members. Type cmd. However, since these models. At the time of writing, this is Python 3. Model Description: This is a model that can be used to generate and modify images based on text prompts. Organize machine learning experiments and monitor training progress from mobile. The flexibility of the tool allows. Stable Diffusion online demonstration, an artificial intelligence generating images from a single prompt. 10. Try to balance realistic and anime effects and make the female characters more beautiful and natural. 反正她做得很. 使用的tags我一会放到楼下。. like 9. Intro to AUTOMATIC1111. Copy it to your favorite word processor, and apply it the same way as before, by pasting it into the Prompt field and clicking the blue arrow button under Generate. You will find easy-to-follow tutorials and workflows on this site to teach you everything you need to know about. (I guess. 5: SD v2. Please use the VAE that I uploaded in this repository. The Version 2 model line is trained using a brand new text encoder (OpenCLIP), developed by LAION, that gives us a deeper range of. Model checkpoints were publicly released at the end of August 2022 by a collaboration of Stability AI, CompVis, and Runway with support from EleutherAI and LAION. You can go lower than 0. Generative visuals for everyone. Linter: ruff Formatter: black Type checker: mypy These are configured in pyproject. This is the fine-tuned Stable Diffusion model trained on images from modern anime feature films from Studio Ghibli. 0+ models are not supported by Web UI. What this ultimately enables is a similar encoding of images and text that’s useful to navigate. Stable Diffusion XL (SDXL), is the latest AI image generation model that can generate realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts. Mage provides unlimited generations for my model with amazing features. 英語の勉強にもなるので、ご一読ください。. How to install Stable Diffusion locally ? First, get the SDXL base model and refiner from Stability AI. Stable Diffusion’s native resolution is 512×512 pixels for v1 models. XL. 安装完本插件并使用我的汉化包后，UI界面右上角会出现“提示词”按钮，可以通过该按钮打开或关闭提示词功能。. yml file to stable-diffusion-webuiextensionssdweb-easy-prompt-selector ags, and you can add, change, and delete freely. /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. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining of the selected. 4c4f051 about 1 year ago. 第一次做这个，不敢说是教程，分享一下制作的过程，希望能帮到有需要的人, 视频播放量 25954、弹幕量 0、点赞数 197、投硬币枚数 61、收藏人数 861、转发人数 78, 视频作者 ruic-v, 作者简介 ，相关视频：快速把自拍照片动漫化，完全免费！，又来了 ！她带着东西又来了，stable diffusion图生图（真人转. An optimized development notebook using the HuggingFace diffusers library. 10 and Git installed. Try Stable Audio Stable LM. 2 Latest Jun 19, 2023 + 1 release Sponsor this project . Runtime errorStable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. Diffusion models have emerged as a powerful new family of deep generative models with record-breaking performance in many applications, including image synthesis, video generation, and molecule design. Developed by: Stability AI. This content has been marked as NSFW. This comes with a significant loss in the range. multimodalart HF staff. Our model uses shorter prompts and generates. Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs: Learned from. LMS is one of the fastest at generating images and only needs a 20-25 step count. And it works! Look in outputs/txt2img-samples. To shrink the model from FP32 to INT8, we used the AI Model Efficiency Toolkit’s (AIMET) post. Los creadores de Stable Diffusion presentan una herramienta que genera videos usando inteligencia artificial. Although no detailed information is available on the exact origin of Stable Diffusion, it is known that it was trained with millions of captioned images. 花和黄都去新家了老婆婆和它们的故事就到这了. It is primarily used to generate detailed images conditioned on text descriptions. In case you are still wondering about “Stable Diffusion Models” then it is just a rebranding of the LDMs with application to high resolution images while using CLIP as text encoder. With a ControlNet model, you can provide an additional control image to condition and control Stable Diffusion generation. They also share their revenue per content generation with me! Go check it o. 218. -Satyam Needs tons of triggers because I made it. 今回の動画ではStable Diffusion web UIを用いて、美魔女と呼ばれるようなおばさん（熟女）やおじさんを生成する方法について解説していきます. Then you can pass a prompt and the image to the pipeline to generate a new image:No VAE compared to NAI Blessed. " is the same. webui/ControlNet-modules-safetensorslike1. Let’s go. Stable Diffusion. Monitor deep learning model training and hardware usage from your mobile phone. trained with chilloutmix checkpoints. The train_text_to_image. For more information about how Stable. Originally Posted to Hugging Face and shared here with permission from Stability AI. Using a model is an easy way to achieve a certain style. LCM-LoRA can be directly plugged into various Stable-Diffusion fine-tuned models or LoRAs without training, thus representing a universally applicable accelerator for diverse image generation tasks. 8k stars Watchers. The company has released a new product called. We provide a reference script for. 兽人 furry 兽人控 福瑞 AI作画 Stable Diffussion. Thank you so much for watching and don't forg. Edited in AfterEffects. Languages: English. AUTOMATIC1111 web UI, which is very intuitive and easy to use, and has features such as outpainting, inpainting, color sketch, prompt matrix, upscale, and. Create better prompts. It's free to use, no registration required. Stable Diffusion is a deep learning generative AI model. Edit model card Want to support my work: you can bought my Artbook: Here's the first version of controlnet for stablediffusion 2. In order to understand what Stable Diffusion is, you must know what is deep learning, generative AI, and latent diffusion model. 6 API acts as a replacement for Stable Diffusion 1. As with all things Stable Diffusion, the checkpoint model you use will have the biggest impact on your results. photo of perfect green apple with stem, water droplets, dramatic lighting. LAION-5B is the largest, freely accessible multi-modal dataset that currently exists. Image. Most of the recent AI art found on the internet is generated using the Stable Diffusion model. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper. Stable Diffusion XL.