Hello everyone, this is Goodnote. This article provides a detailed introduction to the SD model fine-tuning method LoRA, including dataset preparation, model fine-tuning process, inference process, advantages and disadvantages, etc. Paper Paper URL:LoRA: Low-Rank Adaptation of Large Language Models [1] Concept LoRA (Low-Rank Adaptation of Large Language Models) is a technique for efficiently fine-tuning large … Read more
Introduction MuseV is a virtual human video generation framework based on diffusion models, featuring the following characteristics: Supports infinite length generation using a novel visual condition parallel denoising scheme, eliminating cumulative error issues, especially suitable for fixed camera position scenarios. Provides a pre-trained model for virtual human video generation trained on a character-type dataset. Supports … Read more
Artificial intelligence has fundamentally transformed various fields from software development to content creation. However, faced with a plethora of AI tools on the market, developers often find themselves in a dilemma: either pay for a subscription to commercial platforms or waste time on inefficient tools. In fact, the open-source community has long nurtured a batch … Read more
Click on the public account card below, reply with the keyword:Painting to view the AI painting tutorial. # What Is the LoRA Model and How to Use It The LoRA model is a small model of the Stable Diffusion model, achieved by making slight modifications to the standard checkpoint model. They are typically 10 to … Read more
No matter how prosperous the virtual world is, real things have an irresistible charm, and AI painting is no exception. Today, let’s talk about how to use ChilloutMix and Lora to create particularly “realistic” characters, pursuing realism in the virtual world, which is actually the core goal of our series. What is ChilloutMix? Essentially, it … Read more
Recently, NVIDIA launched the Jetson Generative AI Lab, enabling developers to explore the limitless possibilities of generative AI in the real world using NVIDIA Jetson edge devices. Unlike other embedded platforms, Jetson can run large language models (LLMs), visual transformers, and stable diffusion locally, including the Llama-2-70B model running interactively on Jetson AGX Orin. Figure … Read more
Welcome to the 37th Article of AI Painting Series In March, I released a tutorial on using Lora. I believe everyone can use Lora now, right? Lora performs well in controlling character appearance, objects, stylization, etc., allowing for the creation of many beautiful characters. Recently, the upgraded version of Lora, the LyCORIS model, has also … Read more
↑ ClickBlue Text Follow the Extreme City Platform Author丨Genius Programmer Zhou Yifan Source丨Genius Programmer Zhou Yifan Editor丨Extreme City Platform Extreme City Guide LoRA is a common technology in today’s deep learning field. For SD, LoRA can edit a single image, adjust the overall style, or achieve more powerful functions by modifying the training objectives. The … Read more