​ Multiple Natural Language Processing (NLP) tasks have been completed using a large-scale transformers architecture with state-of-the-art outcomes. Large-scale models are typically pre-trained on generic web-scale data and then fine-tuned to specific downstream goals. Multiple gains, including better model prediction performance and sample efficiency, have… Read More »Revolutionizing AI Efficiency: Meta AI’s New Approach, READ, Cuts Memory Consumption by 56% and GPU Use by 84% Tanushree Shenwai Artificial Intelligence Category – MarkTechPost

​Posted by Ziniu Hu, Student Researcher, and Alireza Fathi, Research Scientist, Google Research, Perception Team Large-scale models, such as T5, GPT-3, PaLM, Flamingo and PaLI, have demonstrated the ability to store substantial amounts of knowledge when scaled to tens of billions of parameters and trained… Read More »Retrieval-augmented visual-language pre-training Google AI Google AI Blog

​ I hope this email finds you well. I wanted to reach out with an exciting update: we are having a 48-Hour Flash Sale on our highly anticipated AI & Chatbot Certified Workshops, and I didn’t want you to miss out on this amazing opportunity!… Read More »Last Chance! 48-Hour Flash Sale on AI & Chatbot Certified Workshops Stefan Kojouharov Chatbots Life – Medium

​ Last Updated on June 6, 2023 Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an… Read More »A Gentle Introduction to Hallucinations in Large Language Models Adrian Tam MachineLearningMastery.com

​ Neuralangelo, a new AI model by NVIDIA Research for 3D reconstruction using neural networks, turns 2D video clips into detailed 3D structures — generating lifelike virtual replicas of buildings, sculptures and other real-world objects. Like Michelangelo sculpting stunning, life-like visions from blocks of marble,… Read More »Digital Renaissance: NVIDIA Neuralangelo Research Reconstructs 3D Scenes Isha Salian – Archives Page 1 | NVIDIA Blog

​ Large language models (LLMs) have excelled in a wide range of NLP tasks and have shown encouraging evidence of achieving some features of artificial general intelligence. Recent research has also revealed the possibility of supplementing LLMs with outside tools, considerably increasing their problem-solving powers… Read More »We know That LLMs Can Use Tools, But Did You Know They Can Also Make New Tools? Meet LLMs As Tool Makers (LATM): A Closed-Loop System Allowing LLMs To Make Their Own Reusable Tools Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ At the COMPUTEX 2023 trade expo, technology giant Nvidia revealed a demo of its NVIDIA Avatar Cloud Engine (ACE) for Games, demonstrating the power of AI in games on a massive screen. The demo featured a computer-generated image of a cyberpunk ramen cafe, complete… Read More »Nvidia Announced Real-Time AI NPCs In Video Games Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​Multilingual Machine Translation promises to improve translation quality between non-English languages. This is advantageous for several reasons, namely lower latency (no need to translate twice), and reduced error cascades (e.g. , avoiding losing gender and formality information when translating through English). On the downside, adding… Read More »Learning Language-Specific Layers for Multilingual Machine Translation Apple Machine Learning Research

​ With the release of OpenAI’s new GPT 4, multimodality in Large Language Models has been introduced. Unlike the previous version, GPT 3.5, which is only used to let the well-known ChatGPT take textual inputs, the latest GPT-4 accepts text as well as images as… Read More »CMU Researchers Propose GILL: An AI Method To Fuse LLMs With Image Encoder And Decoder Models Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ A critical component of business success is the ability to connect with customers. Businesses today want to connect with their customers by offering their content across multiple languages in real time. For most customers, the content creation process is disconnected from the localization effort… Read More »Translate documents in real time with Amazon Translate Sathya Balakrishnan AWS Machine Learning Blog