A few months ago, I wrote about some experiments with prime numbers. I generated a 16-digit non-prime number by multiplying two 8-digit prime numbers, and asked ChatGPT (using GPT -3.5) whether the larger number was prime. It answered correctly that the number was non-prime, but when… Read More »ChatGPT, Now with Plugins Mike Loukides AI & ML – Radar
The remarkable zero-shot learning capabilities demonstrated by large foundation models (LFMs) like ChatGPT and GPT-4 have sparked a question: Can these models autonomously supervise their behavior or other models with minimal human intervention? To explore this, a team of Microsoft researchers introduces Orca, a… Read More »Microsoft AI Introduces Orca: A 13-Billion Parameter Model that Learns to Imitate the Reasoning Process of LFMs (Large Foundation Models) Niharika Singh Artificial Intelligence Category – MarkTechPost
Whenever someone talks about artificial intelligence, the first thing that comes to mind is a robot, an android, or a humanoid that can do things humans do with the same effect, if not better. We have all seen such specific miniature robots deployed in… Read More »Meet PANOGEN: A Generation Method that can Potentially Create an Infinite Number of Diverse Panoramic Environments Conditioned on Text Anant shahi Artificial Intelligence Category – MarkTechPost
We study the fundamental question of how to define and measure the distance from calibration for probabilistic predictors. While the notion of perfect calibration is well-understood, there is no consensus on how to quantify the distance from perfect calibration. Numerous calibration measures have been proposed… Read More »A Unifying Theory of Distance from Calibration Apple Machine Learning Research
Large Language Models are rapidly advancing with the huge success of Generative Artificial Intelligence in the past few months. These models are contributing to some remarkable economic and societal transformations, the best example of which is the well-known ChatGPT developed by OpenAI, which has… Read More »Researchers from Princeton Introduce MeZO: A Memory-Efficient Zeroth-Order Optimizer that can Fine-Tune Large Language Models (LLMs) Tanya Malhotra Artificial Intelligence Category – MarkTechPost
Open-source large language models (LLMs) have become popular, allowing researchers, developers, and organizations to access these models to foster innovation and experimentation. This encourages collaboration from the open-source community to contribute to developments and improvement of LLMs. Open-source LLMs provide transparency to the model… Read More »Build custom chatbot applications using OpenChatkit models on Amazon SageMaker Vikram Elango AWS Machine Learning Blog
Deep reinforcement learning (RL) has emerged as a powerful machine learning algorithm for tackling complex decision-making tasks. To overcome the challenge of achieving human-level sample efficiency in deep RL training, a team of researchers from Google DeepMind, Mila, and Universite de Montreal has introduced… Read More »Superhuman Performance on the Atari 100K Benchmark: The Power of BBF – A New Value-Based RL Agent from Google DeepMind, Mila, and Universite de Montreal Niharika Singh Artificial Intelligence Category – MarkTechPost
GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language processing. It can support a wide variety of use cases, including text classification, token classification, text generation, question and answering,… Read More »Fine-tune GPT-J using an Amazon SageMaker Hugging Face estimator and the model parallel library Rahul Huilgol AWS Machine Learning Blog
AI-powered spaces are no longer just a vision of the future. They’ve arrived in today’s streets, stadiums, cities and public transport hubs — and they can be used across industries and applications. NVIDIA is hosting a deep dive into this topic at its inaugural… Read More »NVIDIA Smart Spaces Summit Dives Into AI-Powered Innovations in Traffic, Transport Charbel Aoun – Archives Page 1 | NVIDIA Blog
ChatGPT has become an essential part of our daily lives at this point. Most of us use it daily to solve mundane tasks or get guidance on how to tackle complex problems, get recommendations about decisions, etc. More importantly, AI-assisted writing has become the… Read More »The Fingerprint of ChatGPT: DNA-GPT is a GPT-Generated Text Detection Method Using Divergent N-Gram Analysis Ekrem Çetinkaya Artificial Intelligence Category – MarkTechPost