Articles by Yang Fan

Introduction The purpose of this document is to help readers quickly understand and grasp the core concepts and applications of Prompt Engineering through a series of prompt examples (in part). These examples are all derived from an academic paper on a systematic review of prompt engineering techniques ("The Prompt Report: A Systematic Survey of Pr...

Comprehensive Introduction Instructor is a popular Python library designed for processing structured output from large language models (LLMs). Built on Pydantic, it provides a simple, transparent, and user-friendly API for managing data validation, retrying, and streaming responses.Instructor every...

Last week, Google DeepMind released Gemini 2.0, which includes Gemini 2.0 Flash (fully available), Gemini 2.0 Flash-Lite (new cost-effective), and Gemini 2.0 Pro (experimental). All models support an input context window of at least 1 million Token...

Introduction: OpenAI's O1 and O3-mini are advanced "reasoning" models that differ from the base GPT-4 (commonly known as GPT-4o) in the way they process hints and generate answers. These models are designed to spend more time "thinking" about complex problems, mimicking human analytical methods. This paper provides an in-depth look at ...

--Open Source Text-to-Speech (TTS) Project: Bringing Realistic "Sound" to Applications In the wave of artificial intelligence, Text-to-Speech (TTS) technology has become an important bridge between the digital world and human senses. TTS technology has become an important bridge between the digital world and human senses. From human-computer dialogues in intelligent assistants, to voice guidance in navigation systems, to assisting...

By Sam Altman, CEO, OpenAI OpenAI's mission is to ensure that generalized artificial intelligence (AGI) benefits all of humanity. OpenAI believes that systems pointing to AGI are emerging, so it's critical to understand the moment we're in.AGI is a term that defines слабо, but generally...

Comprehensive Introduction MedRAX is a state-of-the-art AI intelligence designed specifically for Chest X-ray (CXR) analysis. It integrates state-of-the-art CXR analysis tools and a multimodal large language model to dynamically process complex medical queries without additional training.MedRAX, through its modular design and strong technological base,...

AlsoAsked is a tool that focuses on keyword research and search intent analysis. With real-time access to Google's "People Also Ask" data, AlsoAsked helps users understand the intent and needs of searchers, so they can optimize their content strategy and improve their search engine rankings. The tool supports...

Comprehensive Introduction LangBot is a large model-based instant messaging bot platform that supports multiple messaging platforms and large models. The platform adapts to QQ, WeChat (enterprise WeChat, personal WeChat), Flybook, Discord, OneBot and other messaging platforms, and supports OpenAI GPT, ChatGPT, DeepSeek, D...

Comprehensive Introduction zChunk is a novel chunking strategy developed by ZeroEntropy to provide a solution for generic semantic chunking. The strategy is based on the Llama-70B model and optimizes the chunking process of a document by prompting for chunks to be generated, ensuring that a high signal-to-noise ratio is maintained during information retrieval. zChunk is particularly suited for...

General Introduction Hibiki is a high-fidelity real-time speech translation model developed by Kyutai Labs. Unlike traditional offline translation, Hibiki is able to generate natural speech translation in the target language and provide text translation in real time while the user is speaking. The model adopts a multi-stream architecture, and is able to simultaneously...

General Introduction Qwen4Mac is an open source project designed to integrate the Qwen Large Language Model (LLM) into the Mac's menu bar, making it easy for users to call and use it at any time. The project is developed and maintained by andreaturchet and provides an easy way for users to directly access and use Qw...

General Introduction Pocket AI (PocketPal AI Chinese version) is a powerful offline AI assistant designed to allow users to talk to AI anytime, anywhere. It is based on Small Language Models (SLMs) and runs on cell phones without internet connection, especially adapted to Chinese user experience. Pocket AI supports a variety of small language...

General Introduction Kokoro WebGPU is the WebGPU version of the Kokoro text-to-speech (TTS) model, provided by WebML Community on the Hugging Face platform. The project utilizes WebGPU technology to enable users to run efficient text-to-speech conversions locally in their browsers.WebGPU is a modern...

General Introduction JustCMS is an innovative content management system designed for busy content creators. It utilizes Artificial Intelligence technology to support every step of the process, from content ideation to publishing.JustCMS utilizes a headless architecture to ensure speed and flexibility in content delivery. Users are prompted with simple...

Windsurf is releasing a preview version called Windsurf Next, which is intended for users who want to get a taste of the newest features, even if they are not yet perfect and may have some minor issues that need to be worked out before the official Windsurf Stable release is...

OpenAI o3-mini vs DeepSeek R1: An in-depth comparison of advanced AI inference models to understand the key differences between the two inference models. At a time when Artificial Intelligence (AI) technology is changing rapidly and inference models are at the center of technological innovation, OpenAI's o3-mini and DeepSeek R1 are...

Titans: Learning to Memorize at Test Time Original text: https://arxiv.org/pdf/2501.00663v1 Titans architecture Unofficial implementation: https://github.com/lucidrains/titans- pytorch I. Research Background and Motivation: Transformer of ...