Stable Diffusion Tutorial

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...

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...

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…

In the previous article, I shared with you how to achieve the Wenshengtu conversion of image line drawings. Stable Diffusion [Application] [Line Drawing Conversion]: One minute to achieve image conversion to line drawings Image line drawing conversion can also be achieved using the method of picture generation. Let's first look at the effect of using the picture generation method to achieve the image conversion to line drawings. 1. How to make a picture to line drawing [Step 1] Upload a white background image of the picture generation image Here we use Meitu Xiuxiu to make a pure white background background image. Upload this white background image in the picture generation function menu. [Step 2]: Selection of large models Here is recommended...

Today we start sharing the series of image-to-drawing in the application chapter. Image-to-drawing has many different application scenarios, such as image-to-line drawing, image-to-illustration, image-to-comic, etc. This is also one of the more common application directions of AI painting in actual scenes. Here we start with the production method of image-to-line drawing. 1. Production method of image-to-line drawing [Step 1]: Selection of large model Here we recommend: ReVAnimated, version v122. Model download address (you can also get the network disk address at the end of the article) LiblibAI: https://www.libl…

When using the Stable Diffusion tool for drawing, we often encounter this kind of problems, mainly manifested in (1) after a lot of drawing, we finally draw a picture that we are satisfied with, but there are some flaws in some parts of the picture, and the overall satisfaction of the picture can only reach 95%. (2) after a lot of drawing, we finally draw a picture that we are very satisfied with, and we want to get multiple pictures with similar effects. If we regenerate them, since SD generates pictures randomly by default each time, the elements of the newly generated pictures may not be what we want. For the above two scenarios,…

Recently I saw someone converting photos into line drawings in a book and the results were very good. I also referred to other people's methods and shared this technique with everyone. This method has two types: picture-based drawing and text-based drawing. Let me first explain the use of text-based drawing. Text-based drawing model: architecturerealmix This model can be downloaded on C station or Libu. Tips: BondyStudio, monochrome, greyscale, Dotted line, line shadow, exquisite, Lo…

Today I would like to recommend a very good general-purpose large model based on SDXL: SDVN7-NijiStyleXL. The drawing style of this model is very similar to the Midjourney style. The author combines animation, sketching, realism and other styles to create many great styles. We can use various artist style combinations supported by SDXL. The artist styles supported by SDXL can be found on the website: https://rikkar69.github.io/SDXL-artist-study/. This large model is similar to the realistic style…

In the hot summer, cool fruits are the most comfortable and cozy choice. Today I recommend a LORA model based on SD1.5: KK-Watery Fruit Photography. This model is a fruit photography model, which brings a watery special effect when the fruit falls, bringing a cool visual experience to the hot summer. The latest version of the model is V2.0. Some training materials are added to the V1.0 version, and the number of learning times and optimizer are adjusted. However, after actual testing, I personally feel that the effect of V1.0 is better. The author gives the recommended parameter settings on the official website: • …

Today I will share with you a two-dimensional model trained based on the Pony model: two-dimensional illustration. There are 4 different branch versions of this model. 1.5 version: loar model, recommended base model niji-anime two-dimensional 4.5. xl version: SDXL model version mix version: light and shadow weakened, reduce the SDXL version of the warm tone and a sense of overexposure. Pony version: based on the version trained by Pony Diffusion v6. The author's introduction to this model on the Liblib official website is relatively short, mainly related parameter recommended settings. Personal experience...

This tutorial mainly uses the tool Stable Diffusion to operate. How can we use Stable Diffusion to assist us in completing the model effect display? This tutorial is suitable for e-commerce design scenes, photography scenes and other practical uses of character design. The whole process is practical, and you need to absorb it slowly. After learning it, you can easily control the model's dress change. Let's go! Vincent map Libulibu generates it online. First use Vincent map, open the website, keep up with the rhythm, and start making https://www.liblib.art/s…

Today I would like to share with you a flat-style 2D model based on SD1.5: flat simple color flatanime-mix. For those who like flat style, this model is still very worth recommending. The latest version is V1.0, which is very friendly to the recognition of prompt words, and can express characters/scenes/objects. More often, this model can be used as a 2D base film in a flat illustration style. Model download address (you can also get the network disk address at the end of the article) LiblibAI: https://www.liblib.ar…

Stable Diffusion Quick Start: Image Generator This article provides a detailed image generator tutorial for Stable Diffusion beginners, guiding you on how to use the text-to-image function to start your AI art creation journey. Compared with Midjourney's image generator, the image generator in Stable Diffusion is much more powerful. In addition to image control, it also includes graffiti, partial redrawing, graffiti redrawing, uploading redraw masks, and batch processing. 1. Image generator interface introduction 2. Image generator first experience We can use the image material...