​ Language models are tuned on input-label pairs presented in a context in which natural language labels are remapped to arbitrary symbols. For a given task, the model must depend on input-label mappings in context for reasoning and revealing the task. In a new research… Read More »Google AI introduces Symbol Tuning: A Simple Fine-Tuning Method that can improve in-Context Learning by Emphasizing Input–Label Mappings Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​ Self-supervised representation learning is a successful method for developing the foundational skills of vision. This line of research is based on the idea that using big unlabeled datasets as supplementary sources of training data would improve downstream network performance and lessen the requirement for… Read More »Meet DreamTeacher: A Self-Supervised Feature Representation Learning AI Framework that Utilizes Generative Networks for Pre-Training Downstream Image Backbones Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Large language models (LLMs) can be used to analyze complex documents and provide summaries and answers to questions. The post Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data describes how to fine-tune an LLM using your own dataset. Once you… Read More »Use a generative AI foundation model for summarization and question answering using your own data Randy DeFauw AWS Machine Learning Blog

​ Amazon SageMaker Model Cards enable you to standardize how models are documented, thereby achieving visibility into the lifecycle of a model, from designing, building, training, and evaluation. Model cards are intended to be a single source of truth for business and technical metadata about… Read More »Integrate Amazon SageMaker Model Cards with the model registry Ram Vittal AWS Machine Learning Blog

​ Natural language processing and systems that produce visuals based on text input have recently sparked a renewed interest in generative AI models. A recent Meta study unveils CM3leon (pronounced “chameleon”), a single foundation model that can generate text and images. With a large-scale retrieval-augmented… Read More »Meta AI Introduces CM3leon: The Multimodal Game-Changer Delivering State-of-the-Art Text-to-Image Generation with Unmatched Compute Efficiency Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ In collaboration with New York University and the University of California at Berkeley, researchers from MIT have devised a groundbreaking framework that empowers humans to effectively teach robots how to perform household tasks with minimal effort. This innovative approach could significantly enhance the adaptability… Read More »Researchers from MIT and UC Berkeley introduced a framework that enables humans to quickly teach a robot what they want it to do with a minimal amount of effort Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Artificial Intelligence and Machine Learning have shown tremendous productivity rise in the past few years. ML is all about having good quality data by maintaining all means of privacy and confidentiality. It is very important to bridge the gap between privacy and utilizing the… Read More »Meet Concrete ML: An Open-Source FHE-Based Toolkit That Helps in Preserving Privacy And Enables Secure Machine Learning Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ LLMs, or large language models, are taught to incorporate the many patterns woven into a language’s structure. They are used in robotics, where they can act as high-level planners for instruction-following tasks, synthesize programs representing robot policies, design reward functions, and generalize user preferences.… Read More »A New AI Paper Explains The Different Levels of Expertise Large Language Models as General Pattern Machines Can Have Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ With the rise of the internet and social media, propagation of fake news and misinformation has become an alarming issue. Consequently, numerous experiments are underway to tackle this problem. In recent years, Large Language Models (LLMs) have gained significant attention as a potential solution… Read More »Putting AI to the Test: An In-depth Evaluation of ChatGPT and Other Large Language Models in Detecting Fake News Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ ChatGPT ChatGPT is capable of writing code without relying on existing code references. Furthermore, it can efficiently debug the user’s code. By incorporating a code interpreter, ChatGPT has expanded its capabilities to include self-testing of its own code. Bard Google’s Bard, just like ChatGPT,… Read More »Top 50+ AI Coding Assistant Tools in 2023 Arham Islam Artificial Intelligence Category – MarkTechPost