Introduction and Tutorial for Stable Diffusion

Introduction and Tutorial for Stable Diffusion

Source:DeepHuhb IMBA This articleis about 4800 words and is recommended to be read in9minutes This article introduces Stable Diffusion, a latent diffusion model for text-to-image generation, along with a tutorial on its usage. Stable Diffusion is a latent diffusion model for text-to-image generation, created by researchers and engineers from CompVis, Stability AI, and LAION. It … Read more

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

The latest online sharing session by Machine Heart invited Song Kaitao, a researcher at Microsoft Research Asia, to share their recent open-source project JARVIS. Recently, large language models (LLMs), represented by ChatGPT, have garnered significant attention in both industry and academia. However, LLMs, which primarily handle text, still face numerous bottlenecks when addressing many complex … Read more

HuggingGPT: Bringing Jarvis to Reality

HuggingGPT: Bringing Jarvis to Reality

Since the advent of ChatGPT, various GPTs have emerged. Recently, Microsoft launched HuggingGPT and open-sourced the corresponding project on GitHub – Jarvis. Just these two points are enough to pique the public’s interest. Today’s article will simply interpret HuggingGPT, specifically the paper – HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face[1]. … Read more

Free and Effective AI Video Generation with SVD

Free and Effective AI Video Generation with SVD

(You need to download ComfyUI first, I recommend looking at the previous SVD article) What! Are there still experts? (AI Drawing: Basic Installation and Use of ComfyUI) Actually, during my previous learning of Stable Diffusion, I learned about AI video generation tools like Runway Gen2 and Pika, which, while useful, require payment. A monthly subscription … Read more

Milvus Practical Application – Question Answering System

Milvus Practical Application - Question Answering System

Milvus Vector Database The previous article introduced the installation and deployment of the Milvus vector database. This time, we will introduce an application example of Milvus. With the similarity search feature of Milvus, there are many applicable scenarios: • Image similarity search: Images can be searched and the most similar images can be returned immediately … Read more