PrivateGPT refers to a specific method of tuning large language models (LLMs) to enhance privacy and performance while maintaining user data confidentiality. LLMs are sophisticated tools that process large amounts of text data to generate human-like responses. However, tuning these…
Introduction to Special Tokens Special tokens are unique symbols in language models that serve specific purposes. Unlike regular tokens, which represent words or phrases, special tokens act like markers. They help organize data and manage how the model understands and…
A loss function is a key concept in machine learning. It measures how well a model’s predictions match the actual outcomes. The loss function calculates the difference between predicted values and true values, which is called “ground truth.” A smaller…
Depth estimation in videos plays a key role in many modern applications, from self-driving cars to augmented reality. The “Depth Any Video” model, developed by researchers Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin,…
Nuclear energy has a complicated reputation. Many remember past disasters like Chernobyl and Three Mile Island. These events cast a long shadow over nuclear power. However, the reality is different. Nuclear energy has a strong safety record. Today, nuclear energy…
Worldcoin is an innovative project developed by Tools for Humanity. It aims to build a global identity and financial network using advanced technologies. The project is led by Sam Altman, CEO of OpenAI. It seeks to address the challenges posed…
The OpenAI Microsoft partnership has been a focal point in the tech industry. Initially hailed as a powerful collaboration, recent developments reveal some friction. Both companies face challenges as they navigate their relationship amid financial pressures and competition. This article…
A new concept called ANT Thinking is getting attention from Artificial Intelligence (AI) and Language Model experts. It was first found when users looked at the instructions used to communicate with Claude 3.5 Sonnet (Anthropic version of ChatGPT). These instructions…
Researchers claim that LLMs have no logical ability. I argue that you simply need the RIGHT prompt. Here’s how I discovered a terrible new way of prompting : I call it Thinking Through Visualisation. The Research Paper : Alice in…