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 effect, you need to add positive tips to the correct trigger. For example, in the generation of images ......

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" 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. Unlimited Generation In Stable Diffusion WebUI, we can right-click 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 depict things through classification in elementary school essays, we can classify prompt words into four main categories: quality words, subjects and main ......

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 the checkpoint file (Checkpoint), the English name checkpoint, abbreviated 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 (......)