Stable Diffusion

In the previous section, we learned the basics of Lora, including reading author and comment section information, understanding the model, and how to open the additional web interface and fill in the appropriate weight ranges. Today, we will enter a more in-depth study, including how to use the trigger word, refer to the author parameters for generation, as well as adjusted according to the generation results. First, the detailed steps to use Lora Step 1: Use the trigger word The trigger word is the key when calling Lora. Sometimes, just call Lora may not produce the desired results, you need to add positive tips to the correct trigger. For example, in the generation of pictures ...

Today we're going to dive into one of the key concepts in AI painting technology - miniatures. In this section, we will learn together the definition of miniatures, how to download them, where to install them, and how to use them. I hope that through this article, you can more fully grasp the skills of small models. I. The Origin of Small Models In the early days of AI painting technology, only large models existed, and they were not ideal. In order to enhance the ability of the big models, people began to try to adjust the big models, but this was costly. Therefore, the small model technique came into being, which allows us to make large models without retraining them...

Following the previous section, we explored the basic parameters of Stable Diffusion, today we will continue to delve into more advanced parameters that will help you to control the AI painting process more finely and enhance the picture results. In this article, we will explain in detail the size of the picture settings, high-definition repair, multi-picture generation, cue words to guide the coefficient and random seeds and other key knowledge points. First, the picture size settings In AI painting, the picture size settings are critical, which directly affects the layout and quality of the screen. Size Limit: Stable Diffusion When generating pictures,...

In this section, we will delve into the Stable Diffusion parameter of AI painting techniques to help you better understand and apply this powerful tool. In this paper, we will summarize the core content of SD in detail, including the basic principles of Stable Diffusion, iterative deployment, sampling methods, facial repair and tiling maps and other key knowledge points. First, the principle of SD learning and painting 1, the principle of learning Stable Diffusion learns by constantly adding noise to the image. This process can be seen as AI gradually "remember" the image features ...

In this section, we will explore the handy feature bar of Stable Diffusion WebUI and learn how to utilize these features to improve the efficiency and effectiveness of AI painting. We will cover knowledge points such as infinite generation, automatic reading of image parameters, automatic configuration of parameters, clearing the content of the cue word, preset styles, and additional network functions for small models, and demonstrate how to automatically configure the parameters to generate images with one click through hands-on cases. I. Unlimited Generation In Stable Diffusion WebUI, we can right-click on the Generate button to select the "Unlimited Generation" option, ...

In this section, we'll dive into the basic syntax and AI-assisted authoring techniques for prompt words. You'll master the six basic syntaxes of Stable Diffusion and learn how to let our Large Language Model (LLM) help us write prompt words. I. The Six Basic Syntaxes of Stable Diffusion In our previous content, we learned how to download models on the C station and try to use them. But sometimes, we see prompt words that contain many symbols such as parentheses and colons - what exactly are these? How are they used? Today, we ...

In this section we will delve into the idea of writing and categorizing cues and how to use the Cue Categorization plugin to create a large scene girl wallpaper. You will be able to synthesize and apply what you have learned to improve the quality and logic of your work. First, the cue word classification ideas Every Stable Diffusion newbie dreams of showing a beautiful picture in his heart, but often do not know how to use the cue word to depict. Prompt word classification writing method can help us solve this problem. Just as we portray things through categorization in elementary school essays, we can classify prompt words into four main categories: quality words, subject and subject...

In this section we will explore the basics of prompts (prompters) in depth. We will learn the basic concepts and functions of prompters, as well as how to write positive and negative prompters, and generate a basic portrait of a girl through hands-on examples to consolidate and enhance our skills. I. The importance of cue words In the previous content, we compared Stable Diffusion to an AI painter. Now, you want this AI employee to help you create a work of art, you need to give instructions through the language, that is, the cue word. Cue words are the bridge between us and the AI, telling the A...

In this section, we will learn in-depth about the use of Station C and the VAE (Variable Autocoder) and CLIP termination layer parameters. You will systematically recognize the C station and master the practical skills of the VAE model and Clip parameters. I. Station C Usage Essentials Station C, i.e. civitai https://www.1ai.net/2868.html, is a comprehensive modeling website that provides abundant modeling resources. When using C station, we need to pay attention to the following points: 1. Content categorization and switching C station contains models, pictures, portfolios and articles, etc. ...

In this section we will dive into the application scenarios of Stable Diffusion Big Model. You will learn the basics of the big model, download channels, installation methods and methods of use, and finally will recommend a few high-quality big model for novice friends. First, the basics of big models First of all, let's clarify what is a big model. Big model, also known as checkpoint file (Checkpoint), English name checkpoint, abbreviation ckpt. 1, the relationship between the big model and Stable Diffusion If the Stable ...

Today, we're going to explore together how to install Stable Diffusion on our local computer and generate our first image. If you can't wait to try this AI painting tool, then follow me to learn together! I. Stable Diffusion Computer Configuration Requirements Before we start the installation, we need to understand Stable Diffusion's computer configuration requirements. Here's an overview of the hardware configuration requirements: Memory: at least 8GB required, 16GB or higher recommended. GPU: Must be NVIDIA...

Recently, I took over a project that needs to use Stable Diffusion, and I need to redeploy a set of SD environment. This is not quite the same as my previous SD deployment, and I encountered some problems during the deployment process, and summarized a more perfect installation plan, which I'd like to share with you here. Project address: https://github.com/AUTOMATIC1111/stable-diffusion-webui Environment Preparation Before starting the deployment, I use the following environment: Python 3.10.6 (...

In the previous article "[AI Drawing] Quick Start SD (Stable Diffusion) from 0", we introduced the basic concept of Stable Diffusion, and through the real-world experience of rapid drawing, we initially understood how SD works. In this article, I will continue to discuss with you the common parameters in SD drawing. Understanding these parameters and setting them appropriately will help SD produce images that are more in line with our expectations. Please note that the goal of this article is to assist beginners in quickly mastering the parameters of SD. In explaining these parameters, I will avoid using specialized...

Some friends may be interested in Stable Diffusion AI drawing, but due to its rich features and complex interface, people are discouraged and delayed to step into the door of learning. Today, I would like to share with you the experience of how a zero-based beginner learns Stable Diffusion drawing. Perhaps this way of learning is more revelatory than exploring the practical skills in depth. Stable Diffusion is more feature-rich than other drawing tools, such as Dream, Keling, Midjourney, etc., and the interface is more...

When we disassemble the benchmark video, or do the AI video merchant list test demo, we often encounter such a thing. How to mimic the corresponding style of the benchmark video split screen and use it in your own video split screen? Here are a few ways to recommend to you from easy to difficult. AI style reference AI is a very convenient tool that can help us get inspiration for the target style. By simply uploading a reference image or describing the target style, AI is able to generate a style similar to the target video style for your reference. Its advantages are: Simple operation, no need for complex configuration. Suitable for quick conceptualization...

In a blog post yesterday (October 22), Stability AI announced the release of Stable Diffusion 3.5, which marks a significant advancement in open source AI graphical models. Stable Diffusion 3.5 is available in Medium (released on October 29), Large and Large Turbo sizes, designed to meet the different needs of scientific researchers, enthusiasts, startups and enterprises, with the following introduction: Stable Dif...

AI painting, can be said to have been quite mature Closed source model Midjourney, easy to use, can produce photographic works, the effect is awesome. It is a few dozen knives per month, a little bit of money, and there is poor scalability. Character scene consistency requirements, or want to use the workflow to do exclusive painting tool applications, open source model is YYDS, such as stable diffusion series, and the recent fire Flux, media platforms have been slaughtered by the two lists. The charm of open source, lies in the scalability, controllability, but also with workflow packaged products, and the current effect is constantly approaching Mid...

Reddit users have reportedly been paying for nude photos of a fake, AI-generated woman. The photos, created by the AI tool Stable Diffusion, are extremely realistic looking and indistinguishable. The images first appeared on several Reddit forums a few months ago, garnering a lot of attention and comments from users. A photo of a beautiful woman generated by Stable Diffusion One user even commented after seeing Claudia's photo: "You're beautiful!" Others said, "Wow, that's really beautiful!" ...

I found that there are still many of my friends who have not been exposed to AI painting before. In order to help you quickly understand AI painting, as soon as possible to cross the door into the AI painting, start the AI painting journey, I personally feel it is very necessary to write an article for beginners to start. Of course, not only for beginners, there are some partners belong to the computer configuration is not enough to build the local SD environment Do content partners, not too concerned about the tool itself and technical capabilities, focus on creativity and content expression, can generate the effect I want to picture. For these types of partners, I will generally recommend a suitable for novice AI...

Today I would like to share with you a SDXL-based Lora model for clothing accessories classification background: classification background XUER. This Lora model was launched by the model training master Xuer in August. Currently, the V1 version is launched. The author claims that the image accuracy has not reached expectations, and the splitting is still a little different. It is being improved and optimized. I believe that a better version will be launched soon. However, even if the current version is not perfect, the effect is still very amazing, except for the inaccurate processing of clothing combination elements. Model download address (the network disk address at the end of the article can also be obtained) LiblibAI: https://ww…

Hands have always been a problem when using the AI painting tool Stable Diffusion. Unnatural or incorrect situations often occur when AI draws hands. Specifically, they are manifested in the following aspects. Missing or extra fingers: Sometimes, the hands of the characters in the AI-generated images may be missing some fingers, or there may be extra fingers. Distorted hands: The shape of the hand may look strange, such as the fingers are bent unnaturally, or the whole hand is twisted into an impossible shape. Wrong hand position: The hand may be placed in an inappropriate position on the character's body, such as the arm is crossed through the body...

How to use the Stable Diffusion tool has always been one of the questions that many friends often ask. Today, let's talk about how to experience the AI painting tool Stable Diffusion. In general, there are three main ways to experience the Stable Diffusion tool. Method 1: Local computer installation and deployment (computer configuration requirements) Method 2: Paid cloud platform (charged by traffic or time) Method 3: Free cloud platform (free, but limited functions) Related instructions, this article is mainly for SD...

Previously, I shared with you the relevant production methods of line drawing transfer. I will continue to share new practices about line drawing transfer in the future. Today, we will start to share another kind of picture transfer: illustration transfer. 1. Production method of picture to illustration [Step 1]: Selection of large model Here we recommend: Vientiane Melting Furnace | Anything V5/V3. Model download address (you can also get the network disk address at the end of the article) LiblibAI: https://www.liblib.art/modelinfo/1f26c86ea6a8442c856…

Regarding line drawing transfer, I have shared with you two ways to achieve text-generated images and image-generated images. Stable Diffusion [Application] [Line Drawing Transfer]: One minute to achieve image transfer and line drawing Stable Diffusion [Application] [Line Drawing Transfer]: One minute to achieve image transfer and line drawing without loar The previous two methods did not perform well in achieving line drawing transfer of architectural images. Today, I will share my personal practice specifically for line drawing transfer of architectural images. If you have good ideas for implementation, you can leave a message or add WeChat to communicate privately…