Articles by Yang Fan

Comprehensive Introduction Ultravox is an innovative multimodal Large Language Model (LLM) designed for real-time speech processing. Unlike traditional speech recognition systems, Ultravox eliminates the need for a separate Audio Speech Recognition (ASR) stage, and is able to directly convert audio to text in high-dimensional space. This feature makes...

Comprehensive Introduction Infinite Zoom Stable Diffusion (Infinite Zoom Stable Diffusion) is an open source project designed to create infinite zoom videos using stable diffusion techniques. The project provides an easy to use Colab notebook , users can generate an infinite loop of video through multiple prompts . Project ...

General Introduction Easy-Wav2Lip is an improved tool based on Wav2Lip designed to simplify the process of video lip synchronization. The tool offers simpler setup and execution, supports Google Colab and local installation. By optimizing the algorithm, Easy-Wav2Lip significantly improves the processing speed and fixes...

Long Text Vector Modeling The ability to encode ten pages of text into a single vector sounds powerful, but is it really practical? Many people think... Not necessarily. Is it okay to use it directly? Should it be chunked? How to divide the most efficient? This article will take you in-depth discussion of different chunking strategies for long text vector models, analyzing the pros and cons...

General Introduction Research Rabbit is a native LLM (Large Language Model) based web research and summarization assistant. After the user provides a research topic, Research Rabbit generates a search query, obtains relevant web results, and summarizes those results. It will iterate this process to fill the knowledge gap...

General Introduction Reply gAI is a LangChain-based AI tool designed to create AI clones of any X (formerly Twitter) user. The tool automatically collects the user's tweets and stores them in long-term memory, utilizing Retrieval Augmented Generation (RAG) techniques to generate clones that match the user's unique writing style...

The last update was an explanation of the new features of Canvas in ChatGPT. However, it was only a brief description of the various functions of Canvas, but did not elaborate on the academic applications of Canvas. Therefore, the author will slowly explain the academic applications of Canvas to you later. This issue is mainly centered around the use of Ca...

General Introduction Lipdub is an innovative AI video translation app designed to help users translate and lip sync video content into multiple languages. With Lipdub, users can easily record videos and translate them into 27 different languages in real time. The app utilizes advanced technology to make translation...

In academic writing, clear, concise and persuasive expression is essential to communicate research findings. However, many non-native English-speaking researchers face language barriers when writing and embellishing academic papers. To address this problem, Stanford University has shared a series of efficient paper touch-ups through an open source project...

  I. The Root Cause of Testing Prompts: LLM is highly sensitive to prompts, and subtle changes in wording can lead to significantly different outputs Untested prompts can produce: Factually incorrect information Irrelevant replies Unnecessary wasted API costs II. Systematic Optimization of Prompts ...

Comprehensive Introduction HelloMeme is an open source project developed by HelloVision, aiming to generate high-quality images and videos by integrating Spatial Knitting Attentions to embed high-level and high-fidelity conditions in diffusion models. The project's code and modeling ...

General Introduction Cyanpuppets Technology (Cyanpuppets) is a leading AI technology company focusing on generating 3D action data from 2D videos through Convolutional Neural Network (CNN) and Deep Neural Network (DNN) algorithms. Its core product, CYAN.AI platform, is capable of capturing facial, expression and body movements with high precision...

General Introduction QuickMagic AI is an advanced AI-driven motion capture tool designed to transform simple videos into high-quality 3D animations. Whether you are an animator, game developer or digital content creator, QuickMagic AI provides fast and accurate motion capture. Users simply upload the package...

Comprehensive Introduction Chunkr is a self-hosted API specialized in converting PDF, PPTX, DOCX, and Excel files into data suitable for use in RAG (Retrieval Augmented Generation) and LLM (Large Language Modeling). It was developed by Lumina AI Inc. and utilizes advanced visual models for document ingest...