mmd stable diffusion. 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. mmd stable diffusion

 
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 모델이다mmd stable diffusion  0

Summary. 4版本+WEBUI1. Additionally, you can run Stable Diffusion (SD) on your computer rather than via the cloud, accessed by a website or API. Ideally an SSD. This model can generate an MMD model with a fixed style. 5-inpainting is way, WAY better than original sd 1. With Git on your computer, use it copy across the setup files for Stable Diffusion webUI. The Last of us | Starring: Ellen Page, Hugh Jackman. 初めての試みです。Option 1: Every time you generate an image, this text block is generated below your image. Stability AI. The secret sauce of Stable Diffusion is that it "de-noises" this image to look like things we know about. How to use in SD ? - Export your MMD video to . . 私がMMDで使用しているモデルをベースにStable Diffusionで実行できるモデルファイル (Lora)を作って写真を出力してみました。. but if there are too many questions, I'll probably pretend I didn't see and ignore. Stable Diffusion supports thousands of downloadable custom models, while you only have a handful to. We've come full circle. avi and convert it to . Stable Diffusion web UIへのインストール方法. ) Stability AI. Space Lighting. This guide is a combination of the RPG user manual and experimenting with some settings to generate high resolution ultra wide images. PLANET OF THE APES - Stable Diffusion Temporal Consistency. A modification of the MultiDiffusion code to pass the image through the VAE in slices then reassemble. Create beautiful images with our AI Image Generator (Text to Image) for free. I put on the original MMD and AI generated comparison. By simply replacing all instances linking to the original script with the script that has no safety filters, you can easily achieve generate NSFW images. It originally launched in 2022. !. Bonus 2: Why 1980s Nightcrawler dont care about your prompts. Motion : Zuko 様{ MMD Original motion DL } Simpa#MMD_Miku_Dance #MMD_Miku #Simpa #miku #blender #stablediff. Going back to our "Cute grey cat" prompt, let's imagine that it was producing cute cats correctly, but not very many of the output images. Many evidences (like this and this) validate that the SD encoder is an excellent. In an interview with TechCrunch, Joe Penna, Stability AI’s head of applied machine learning, noted that Stable Diffusion XL 1. ControlNet is a neural network structure to control diffusion models by adding extra conditions. mp4 %05d. When conducting densely conditioned tasks with the model, such as super-resolution, inpainting, and semantic synthesis, the stable diffusion model is able to generate megapixel images (around 10242 pixels in size). It was developed by. This is a LoRa model that trained by 1000+ MMD img . 225 images of satono diamond. 初音ミク: 秋刀魚様【MMD】マキさんに. avi and convert it to . Made with ️ by @Akegarasu. You to can create Panorama images 512x10240+ (not a typo) using less then 6GB VRAM (Vertorama works too). This is the previous one, first do MMD with SD to do batch. Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. 169. A remaining downside is their slow sampling time: generating high quality samples takes many hundreds or thousands of model evaluations. ago. To utilize it, you must include the keyword " syberart " at the beginning of your prompt. this is great, if we fix the frame change issue mmd will be amazing. 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. 6. 不同有针对性训练的模型,画不同的内容效果大不同。. Trained on 95 images from the show in 8000 steps. Includes the ability to add favorites. ※A LoRa model trained by a friend. Images in the medical domain are fundamentally different from the general domain images. 1980s Comic Nightcrawler laughing at me, Redhead created from Blonde and another TI. gitattributes. Keep reading to start creating. matching objective [41]. Stable Diffusion + ControlNet . Note: This section is taken from the DALLE-MINI model card, but applies in the same way to Stable Diffusion v1. ,Stable Diffusion动画生成,用AI将Stable Diffusion生成的图片变成视频动画,通过AI技术让图片动起来,AI还能做动画?看Stable Diffusion制作二次元小姐姐跳舞!,AI只能生成动画:变形金刚变身 Stable Diffusion绘画,【AI照片转手绘】图生图模块功能详解!A dialog appears in the "Scene" section of the Properties editor, usually under "Rigid Body World", titled "Stable Diffusion" Hit the "Install Stable Diffusion" if you haven't already done so. mmd导出素材视频后使用Pr进行序列帧处理. A graphics card with at least 4GB of VRAM. MMD animation + img2img with LORAがうる・ぐらでマリ箱ですblenderでMMD作成→キャラだけStable Diffusionで書き出す→AEでコンポジットですTwitterにいろいろ上げてま. 16x high quality 88 images. No ad-hoc tuning was needed except for using FP16 model. Create. 159. Stable Diffusion WebUI Online is the online version of Stable Diffusion that allows users to access and use the AI image generation technology directly in the browser without any installation. Install Python on your PC. Click install next to it, and wait for it to finish. Join. いま一部で話題の Stable Diffusion 。. . . 0 release includes robust text-to-image models trained using a brand new text encoder (OpenCLIP), developed by LAION with support. ckpt. A text-guided inpainting model, finetuned from SD 2. 4- weghted_sum. r/StableDiffusion. 0. We need a few Python packages, so we'll use pip to install them into the virtual envrionment, like so: pip install diffusers==0. Motion : JULI #aimodel #aibeauty #aigirl #ai女孩 #ai画像 #aiアニメ #honeyselect2 #. pickle. It's finally here, and we are very close to having an entire 3d universe made completely out of text prompts. Thank you a lot! based on Animefull-pruned. 2. This is a *. Stable Diffusion 使用定制模型画出超漂亮的人像. 1 60fpsでMMDサラマンダーをエンコード2 動画編集ソフトで24fpsにして圧縮3 1フレームごとに分割 画像としてファイルに展開4 stable diffusionにて. Join. 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. An optimized development notebook using the HuggingFace diffusers library. To associate your repository with the mikumikudance topic, visit your repo's landing page and select "manage topics. . Bryan Bischof Sep 8 GenAI, Stable Diffusion, DALL-E, Computer. In this way, the ControlNet can reuse the SD encoder as a deep, strong, robust, and powerful backbone to learn diverse controls. . . Stable Diffusion WebUIを通じて、大きな転機が起きました。Extensionの一つの機能として、今年11月にthygateさんによりMiDaSを生成するスクリプト stable-diffusion-webui-depthmap-script が実装されたのです。とてつもなく便利なのが、ボタン一発で、Depth画像を生成して、その. . Stable Diffusion was released in August 2022 by startup Stability AI, alongside a number of academic and non-profit researchers. Suggested Premium Downloads. ; Hardware Type: A100 PCIe 40GB ; Hours used. • 27 days ago. You can pose this #blender 3. 206. 1系列MME教程Tips:UP主所有教程视频严禁转载, 视频播放量 4786、弹幕量 19、点赞数 141、投硬币枚数 69、收藏人数 445、转发人数 20, 视频作者 夏尔-妮尔娜, 作者简介 srnina社区:139. Strikewr • 8 mo. Command prompt: click the spot in the "url" between the folder and the down arrow and type "command prompt". 最近の技術ってすごいですね。. app : hs2studioneoV2, stabel diffusionmotion by kimagureMap by Mas75mmd, stable diffusion, 블랙핑크 blackpink, JENNIE - SOLO, 섹시3d, sexy mmd, ai dance, 허니셀렉트2(Ho. 如何利用AI快速实现MMD视频3渲2效果. As part of the development process for our NovelAI Diffusion image generation models, we modified the model architecture of Stable Diffusion and its training process. Blender免费AI渲染器插件来了,可把简单模型变成各种风格图像!,【Blender黑科技插件】高质量开源AI智能渲染器插件 Ai Render – Stable Diffusion In,【Blender插件】-模型旋转移动插件Bend Face v4. In this article, we will compare each app to see which one is better overall at generating images based on text prompts. 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. 不,啥都能画! [Stable Diffusion教程],这是我使用过最好的Stable Diffusion模型!. ORG, 4CHAN, AND THE REMAINDER OF THE. It also allows you to generate completely new videos from text at any resolution and length in contrast to other current text2video methods using any Stable Diffusion model as a backbone, including custom ones. 拡張機能のインストール. No new general NSFW model based on SD 2. You switched accounts on another tab or window. Model type: Diffusion-based text-to-image generation model A dialog appears in the "Scene" section of the Properties editor, usually under "Rigid Body World", titled "Stable Diffusion" Hit the "Install Stable Diffusion" if you haven't already done so. Stable Diffusion他、画像生成AI 関連で生成した画像たちのまとめ . 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 can confirm StableDiffusion works on 8GB model of RX570 (Polaris10, gfx803) card. Main Guide: System Requirements Features and How to Use Them Hotkeys (Main Window) . Our Language researchers innovate rapidly and release open models that rank amongst the best in the. 3 i believe, LLVM 15, and linux kernal 6. This is a V0. 2022年8月に一般公開された画像生成AI「Stable Diffusion」を二次元イラスト490万枚以上のデータセットでチューニングした画像生成AIが「Waifu-Diffusion. More specifically, starting with this release Breadboard supports the following clients: Drawthings: Stable Diffusion XL is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, cultivates autonomous freedom to produce incredible imagery, empowers billions of people to create stunning art within seconds. b59fdc3 8 months ago. . 3K runs cjwbw / future-diffusion Finte-tuned Stable Diffusion on high quality 3D images with a futuristic Sci-Fi theme 5K runs alaradirik / t2i-adapter. My Discord group: 今回もStable DiffusionのControlNetに関する話題で ControlNet 1. 0 works well but can be adjusted to either decrease (< 1. So that is not the CPU mode's. AI Community! | 296291 members. AI Community! | 296291 members. 1. Denoising MCMC. 1 is clearly worse at hands, hands down. just an ideaHCP-Diffusion. 1 NSFW embeddings. Here we make two contributions to. 5 MODEL. The t-shirt and face were created separately with the method and recombined. In this blog post, we will: Explain the. Stable Diffusion 2. Credit isn't mine, I only merged checkpoints. Oct 10, 2022. While Stable Diffusion has only been around for a few weeks, its results are equally outstanding as. Generate music and sound effects in high quality using cutting-edge audio diffusion technology. Music :asmi Official Channels様PAKU - asmi (Official Music Video): エニル /Enil Channel様【踊ってみ. You signed in with another tab or window. Includes support for Stable Diffusion. On the Automatic1111 WebUI I can only define a Primary and Secondary module, no option for Tertiary. Textual inversion embeddings loaded(0):マリン箱的AI動畫轉換測試,結果是驚人的。。。😲#マリンのお宝 工具是stable diffusion + 船長的Lora模型,用img to img. I've recently been working on bringing AI MMD to reality. Generative AI models like Stable Diffusion 1 that lets anyone generate high-quality images from natural language text prompts enable different use cases across different industries. And since the same de-noising method is used every time, the same seed with the same prompt & settings will always produce the same image. You've been invited to join. NAMELY, PROBLEMATIC ANATOMY, LACK OF RESPONSIVENESS TO PROMPT ENGINEERING, BLAND OUTPUTS, ETC. Dreamshaper. Img2img batch render with below settings: Prompt - black and white photo of a girl's face, close up, no makeup, (closed mouth:1. com. This method is mostly tested on landscape. Model: AI HELENA DoA by Stable DiffusionCredit song: Just the way you are (acoustic cover)Technical data: CMYK, partial solarization, Cyan-Magenta, Deep Purp. I usually use this to generate 16:9 2560x1440, 21:9 3440x1440, 32:9 5120x1440 or 48:9 7680x1440 images. 19 Jan 2023. 2, and trained on 150,000 images from R34 and gelbooru. . Copy the prompt, paste it to the Stable Diffusion and press Generate to see generated images. Stable Diffusion v1 Estimated Emissions Based on that information, we estimate the following CO2 emissions using the Machine Learning Impact calculator presented in Lacoste et al. Using tags from the site in prompts is recommended. Stable Diffusion + ControlNet . Mean pooling takes the mean value across each dimension in our 2D tensor to create a new 1D tensor (the vector). Stable Diffusion is a. *运算完全在你的电脑上运行不会上传到云端. This is a V0. CUDAなんてない![email protected] IE Visualization. In contrast to. Lexica is a collection of images with prompts. We assume that you have a high-level understanding of the Stable Diffusion model. I learned Blender/PMXEditor/MMD in 1 day just to try this. Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar Gonzalez-Franco arXiv 2023. This stable-diffusion-2 model is resumed from stable-diffusion-2-base ( 512-base-ema. I learned Blender/PMXEditor/MMD in 1 day just to try this. HCP-Diffusion is a toolbox for Stable Diffusion models based on 🤗 Diffusers. 1-v, Hugging Face) at 768x768 resolution and (Stable Diffusion 2. fine-tuned Stable Diffusion model trained on the game art from Elden Ring 6. 0) this particular Japanese 3d art style. Generative apps like DALL-E, Midjourney, and Stable Diffusion have had a profound effect on the way we interact with digital content. 起名废玩烂梗系列,事后想想起的不错。. あまりにもAIの進化速度が速くて人間が追いつけていない状況なので、イー. Wait a few moments, and you'll have four AI-generated options to choose from. Step 3 – Copy Stable Diffusion webUI from GitHub. Open Pose- PMX Model for MMD (FIXED) 95. 0) or increase (> 1. 6 KB) Verified: 4 months. . This capability is enabled when the model is applied in a convolutional fashion. F222模型 官网. 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. MMD Stable Diffusion - The Feels - YouTube. Press the Window keyboard key or click on the Windows icon (Start icon). 0. 0 alpha. The hardware, runtime, cloud provider, and compute region were utilized to estimate the carbon impact. ,什么人工智能还能画游戏图标?. Hello Guest! We have recently updated our Site Policies regarding the use of Non Commercial content within Paid Content posts. . MMD3DCG on DeviantArt MMD3DCG Fighting pose (a) openpose and depth image for ControlNet multi mode, test. gitattributes. The result is too realistic to be set as an age limit. 5. Bonus 1: How to Make Fake People that Look Like Anything you Want. It can use AMD GPU to generate one 512x512 image in about 2. avi and convert it to . Stable Diffusion. Motion hino様Music 【ONE】お願いダーリン【Original】#aidance #aimodel #aibeauty #aigirl #ai女孩 #ai画像 #aiアニメ #honeyselect2 #stablediffusion 허니셀렉트2 #nikke #니케Stable Diffusion v1-5 Model Card. I am working on adding hands and feet to the mode. ,Stable Diffusion大模型大全网站分享 (ckpt文件),【AI绘画】让AI绘制出任何指定的人物 详细流程篇,Stable. Audacityのページを詳細に →SoundEngineのページも作りたい. がうる・ぐらでマリ箱ですblenderでMMD作成→キャラだけStable Diffusionで書き出す→AEでコンポジットですTwitterにいろいろ上げてます!twitter. 1? bruh you're slacking just type whatever the fuck you want to see into the prompt box and hit generate and see what happens, adjust, adjust, voila. Is there some embeddings project to produce NSFW images already with stable diffusion 2. . Textual inversion embeddings loaded(0): マリン箱的AI動畫轉換測試,結果是驚人的。。。😲#マリンのお宝 工具是stable diffusion + 船長的Lora模型,用img to img. 这里介绍一个新的专门画女性人像的模型,画出的效果超乎想象。. But I am using my PC also for my graphic design projects (with Adobe Suite etc. py script shows how to fine-tune the stable diffusion model on your own dataset. Users can generate without registering but registering as a worker and earning kudos. Includes images of multiple outfits, but is difficult to control. Use it with the stablediffusion repository: download the 768-v-ema. My Other Videos:#MikuMikuDance #StableDiffusionSD-CN-Animation. MMD3DCG on DeviantArt MMD3DCGWe would like to show you a description here but the site won’t allow us. Go to Easy Diffusion's website. SDXL is supposedly better at generating text, too, a task that’s historically. It's clearly not perfect, there are still. Potato computers of the world rejoice. . Relies on a slightly customized fork of the InvokeAI Stable Diffusion code: Code Repo . 0(※自動化のためCLIを使用)AI-モデル:Waifu. Openpose - PMX model - MMD - v0. Video generation with Stable Diffusion is improving at unprecedented speed. 295,277 Members. Using stable diffusion can make VAM's 3D characters very realistic. mp4. Separate the video into frames in a folder (ffmpeg -i dance. Use mizunashi akari and uniform, dress, white dress, hat, sailor collar for proper look. pmd for MMD. 5 - elden ring style:. Please read the new policy here. Sounds Like a Metal Band: Fun with DALL-E and Stable Diffusion. . Stable Diffusion XL. Other AI systems that make art, like OpenAI’s DALL-E 2, have strict filters for pornographic content. In this way, the ControlNet can reuse the SD encoder as a deep, strong, robust, and powerful backbone to learn diverse controls. 0 or 6. (Edvard Grieg 1875)Technical data: CMYK, Offset, Subtractive color, Sabatt. 粉丝:4 文章:1. v-prediction is another prediction type where the v-parameterization is involved (see section 2. For more information about how Stable Diffusion functions, please have a look at 🤗's Stable Diffusion blog. All of our testing was done on the most recent drivers and BIOS versions using the “Pro” or “Studio” versions of. 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. Besides images, you can also use the model to create videos and animations. Deep learning enables computers to. vintedois_diffusion v0_1_0. 0 and fine-tuned on 2. . Diffusion也属于必备mme,其广泛的使用,简直相当于模型里的tda式。 在早些年的mmd,2019年以前吧,几乎一大部分都有很明显的Diffusion痕迹,在近两年的浪潮里,虽然Diffusion有所减少和减弱使用,但依旧是大家所喜欢的效果。 为什么?因为简单又好用。 A LoRA (Localized Representation Adjustment) is a file that alters Stable Diffusion outputs based on specific concepts like art styles, characters, or themes. 6 here or on the Microsoft Store. 5 is the latest version of this AI-driven technique, offering improved. Fill in the prompt,. Best Offer. It leverages advanced models and algorithms to synthesize realistic images based on input data, such as text or other images. がうる・ぐらで「インターネットやめろ」ですControlNetのtileメインで生成半分ちょっとコマを削除してEbSynthで書き出しToqaz Video AIで微修正AEで. Version 3 (arcane-diffusion-v3): This version uses the new train-text-encoder setting and improves the quality and edibility of the model immensely. The text-to-image models in this release can generate images with default. !. Easier way is to install a Linux distro (I use Mint) then follow the installation steps via docker in A1111's page. How to use in SD ? - Export your MMD video to . r/StableDiffusion. Soumik Rakshit Sep 27 Stable Diffusion, GenAI, Experiment, Advanced, Slider, Panels, Plots, Computer Vision. Then go back and strengthen. scalar", "_codecs. The text-to-image fine-tuning script is experimental. MDM is transformer-based, combining insights from motion generation literature. 从 Stable Diffusion 生成的图片读取 prompt / Stable Diffusion 模型解析. The text-to-image models are trained with a new text encoder (OpenCLIP) and they're able to output 512x512 and 768x768 images. ChatGPTは、OpenAIが開発した大規模な自然言語処理モデル。. Experience cutting edge open access language models. Stable Diffusionなどの画像生成AIの登場によって、手軽に好みの画像を出力できる環境が整いつつありますが、テキスト(プロンプト)による指示だけ. For more information, please have a look at the Stable Diffusion. Somewhat modular text2image GUI, initially just for Stable Diffusion. Thanks to CLIP’s contrastive pretraining, we can produce a meaningful 768-d vector by “mean pooling” the 77 768-d vectors. prompt: cool image. ai team is pleased to announce Stable Diffusion image generation accelerated on the AMD RDNA™ 3 architecture running on this beta driver from AMD. 9】 mmd_tools 【Addon】をご覧ください。 3Dビュー上(画面中央)にマウスカーソルを持っていき、[N]キーを押してサイドバーを出します。NovelAIやStable Diffusion、Anythingなどで 「この服を 青く したい!」や 「髪色を 金髪 にしたい!!」 といったことはありませんか? 私はあります。 しかし、ある箇所に特定の色を指定しても 想定外のところにまで色が移ってしまうこと がありません. A decoder, which turns the final 64x64 latent patch into a higher-resolution 512x512 image. Exploring Transformer Backbones for Image Diffusion Models. Stable Diffusionは画像生成AIのことなのですが、どちらも2023年になって進化の速度が尋常じゃないことになっていまして。. 4 in this paper ) and is claimed to have better convergence and numerical stability. We tested 45 different. The first step to getting Stable Diffusion up and running is to install Python on your PC. Improving Generative Images with Instructions: Prompt-to-Prompt Image Editing with Cross Attention Control. Hit "Generate Image" to create the image. ORG, 4CHAN, AND THE REMAINDER OF THE INTERNET. In this paper, we present MMD-DDM, a novel method for fast sampling of diffusion models. 1. By default, Colab notebooks rely on the original Stable Diffusion which comes with NSFW filters. 2. With those sorts of specs, you. In addition, another realistic test is added. Dreambooth is considered more powerful because it fine-tunes the weight of the whole model. 108. Sounds like you need to update your AUTO, there's been a third option for awhile. First, the stable diffusion model takes both a latent seed and a text prompt as input. 65-0. g. As of June 2023, Midjourney also gained inpainting and outpainting via the Zoom Out button. Whilst the then popular Waifu Diffusion was trained on SD + 300k anime images, NAI was trained on millions. x have been released yet AFAIK. For Windows go to Automatic1111 AMD page and download the web ui fork. This method is mostly tested on landscape. . 4x low quality 71 images. Enter our Style Capture & Fusion Contest! Part 1 of our Style Capture & Fusion Contest is coming to an end, November 3rd at 23:59 PST! Part 2, Style Fusion, begins immediately thereafter, running until November 10th at 23:59 PST. k. The following resources can be helpful if you're looking for more. MMD動画を作成 普段ほとんどやったことないのでこの辺は初心者です。 モデル探しとインポート ニコニコ立. Tizen Render Status App. . pmd for MMD. Consequently, it is infeasible to directly employ general domain Visual Question Answering (VQA) models for the medical domain. make sure optimized models are. Motion&Cameraふろら様MusicINTERNET YAMERO Aiobahn × KOTOKOModelFoam様MyTwitter #NEEDYGIRLOVERDOSE #internetyameroOne of the most popular uses of Stable Diffusion is to generate realistic people. We are releasing Stable Video Diffusion, an image-to-video model, for research purposes: SVD: This model was trained to generate 14 frames at resolution 576x1024 given a context frame of the same size. She has physics for her hair, outfit, and bust. Song: P丸様。【MV】乙女はサイコパス/P丸様。: はかり様【MMD】乙女はサイコパス. 5+ #rigify model, render it, and use with Stable Diffusion ControlNet (Pose model). Yesterday, I stumbled across SadTalker. These changes improved the overall quality of generations and user experience and better suited our use case of enhancing storytelling through image generation. In the case of Stable Diffusion with the Olive pipeline, AMD has released driver support for a metacommand implementation intended. No trigger word needed but effect can be enhanced by including " 3d ", " mikumikudance ", " vocaloid ". v1. pmd for MMD. mp4. 144. I was. Fill in the prompt, negative_prompt, and filename as desired. Deep learning (DL) is a specialized type of machine learning (ML), which is a subset of artificial intelligence (AI). Learn to fine-tune Stable Diffusion for photorealism; Use it for free: Stable Diffusion v1. First, your text prompt gets projected into a latent vector space by the.