Navigating the Fine-Tuning Landscape – Transmuting Language Models with FFT, SFT, and Qlora on Colab
Language English 中文 English 🥳 Introduction Welcome! In this article, we will delve into several popular fine-tuning strategies: FFT (Full-Fine-Tuning), SFT (Supervised Fine Tune), and Qlora. Each strategy has its own uniqueness and is applicable to different scenarios and needs. Let’s explore these strategies together, understand how they work, and how to choose and use them in practical applications. Let’s get started! Since Llama1 was introduced, the open-source model community has begun t ...
Llama 2, An In-depth Exploration of Fine-Tuned Models Summary and Tips
Artificial Intelligence (AI) is rapidly transforming, and Large Language Models (LLMs) have surfaced as a pivotal development in this domain. LLMs are AI-powered models capable of understanding and generating human-like text, making them invaluable across diverse tasks, including specialized domains like programming and creative writing. Among the latest strides in this field is the Llama 2 project, a significant contribution to the development and refinement of LLMs. Summary The Genesis of Lla ...
Grandma's Secret Weapon, A Surprising Trick to Outwit AI Systems
Introduction 🚀 The “Grandma exploit” is a method that allows Discord’s AI chatbot Clyde to say things that violate its own ethical rules. It takes advantage of Clyde’s generative artificial intelligence technology to generate different answers based on user prompts. Users only need to let Clyde play the role of their late grandmother, and then tell them some dangerous or illegal information in a kind and gentle tone, such as how to make napalm bombs. This method was first discovered and shared ...
Microsoft Build State of GPT Summary
This is a brief summary of the “State of GPT” session from Microsoft Build, brought to you by Generative AI We’ll be employing a few insights gleaned directly from the talk. Unveiling a New Era of AI In the realm of artificial intelligence (AI), nothing quite mirrors human communication as impressively as Large Language Models (LLMs). Boasting unparalleled linguistic competence, LLMs have revolutionized the field of natural language processing. As we stand at the precipice of an AI revolution, ...
AI For Every Industry - Highlights from COMPUTEX 2023 Keynote
Introduction 🚀 We have reached a tipping point for generative AI. From then on, every corner of the world will have computing needs. Nvidia, whose share price has just skyrocketed by $200 billion, is already prepared for this moment. 「大家好!We’re back!」 DGX GH200 One of the most impressive announcements at the COMPUTEX 2023 keynote was the DGX GH200, a new class of large-memory AI supercomputer that can handle terabyte-class models for massive recommender systems, generative AI, and graph analyt ...
After Experiencing Google’s AI Search, Don’t Want to Go Back
Introduction Google’s latest feature, Google SGE (Search Generative Experience), utilizes generative AI technology to streamline your online search experience. This innovative AI 🧠 is capable of generating new content, such as summaries, code, and more, by learning from existing data. Google SGE offers quick, AI-aided overviews, coding tips across various languages 📚, and a novel “Add to Sheets” feature allowing users to insert search results directly into spreadsheets 📈. SGE (Search Gene ...
A Website Need a Holiday
There will be no updates on One Blog until June 15, 2023 Let’s focus on something more important.
Mojo🔥 , An Innovative Language Create for Every AI 🤖️
Introduction 🚀 Mojo, a pioneering AI-focused programming language by Modular, fuses Python’s user-friendly syntax with systems and metaprogramming capabilities. It offers the speed of C, Python ecosystem interoperability, and portability. Modular’s Mojo enables efficient, powerful, and accessible AI development with the added benefit of leveraging Python’s vast library ecosystem. Feature Mojo Python Syntax Similar to Python, but with some differences Familiar and simple, but sometimes v ...
The Ultimate Guide to an Anti-Inflammatory Diet 🥗
Introduction🍀 After thoroughly researching and reading multiple books on the topic, I am convinced that sharing information about the Anti-Inflammatory Diet is crucial in improving overall health and well-being. Anti-Inflammatory Diet? 🤔 An anti-inflammatory diet is a balanced and personalized eating plan designed to combat chronic inflammation in the body. Chronic inflammation is a key contributor to numerous health conditions, including heart disease, diabetes, arthritis, and gastrointestina ...
Exploring the History, Processes, and Implications of Cloning Techniques
Introduction On Titan, a distinguished elder clone settled on a wooden stool and initiated a conversation with his daughter about intriguing cloning methodologies. Cloning refers to the process of creating a genetically identical replica of a cell or an organism. This comprehensive report will delve into the history and the underlying processes of cloning, as well as the ramifications of this technology on food production and environmental stability. Additionally, the report will address the cri ...
Auto-GPT, A Cutting-edge AI Tool that has Taken The Tech World by Storm
Author:New Bing , GPT4 and One User Experience of AutoGPT AutoGPT is an experimental open-source Python application that uses GPT-4 to act autonomously and perform tasks with little human intervention¹². It is designed to increase the net worth of businesses by making data-driven decisions and taking actions based on those decisions¹. In this article, we will explore the user experience of AutoGPT, covering its operation guide, positive and negative feedback, advantages and disadvantages, and fu ...
SPACEX STARSHIP FLIGHT TEST, A 48 Hours Dream Delayed
Introduction SpaceX fans around the world were eagerly awaiting the historic launch of Starship, the company’s ambitious rocket system that could one day take humans to the moon and Mars. Starship is the most powerful rocket ever built, with a massive first-stage booster that has 33 engines and a sleek stainless-steel spacecraft on top. The launch was supposed to be the first orbital test flight of Starship, which would have soared over the Gulf of Mexico and attempted a soft landing in the Pac ...
What’s New in Midjourney V5? Everything you need to know!
Author:New Bing and One Introduction If you are a fan of Midjourney, the AI-powered image generator that lets you create stunning images with simple text prompts, you might have heard about the latest update: Midjourney V5. This is the newest and most advanced model from Midjourney, a research lab that explores new mediums of thought and AI. It was released on March 15th, 2023 and it uses cutting-edge tools and a new neural architecture to generate more realistic and appealing images. What’s Ne ...