​ The natural language creation field is completely transformed by large language models (LLMs). Traditional fine-tuning approaches for responding to downstream tasks require access to the parameters of LLMs, which limits their use on potent black-box LLMs (like ChatGPT) that only give APIs. Because of… Read More »A New AI Research Introduces A Novel Enhanced Prompting Framework for Text Generation Tanushree Shenwai Artificial Intelligence Category – MarkTechPost

​ The GPT model, which is the transformer architecture behind the well famous chatbot developed by OpenAI called ChatGPT, works on the concept of learning tasks with the help of only a few examples. This approach, called in-context learning, saves the model from fine-tuning with… Read More »Meet PRODIGY: A Pretraining AI Framework That Enables In-Context Learning Over Graphs Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ There are rising worries about the potential negative impacts of large language models (LLMs), such as data memorization, bias, and unsuitable language, despite LLMs’ widespread praise for their capacity to generate natural-sounding text. It is challenging to validate (and rectify) such worries because of… Read More »CMU Researchers Introduce ReLM: An AI System For Validating And Querying LLMs Using Standard Regular Expressions Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ A group of researchers from Google have recently unveiled StyleDrop, an innovative neural network developed in collaboration with Muse’s fast text-to-image model. This groundbreaking technology allows users to generate images that faithfully embody a specific visual style, capturing nuances and intricacies. By selecting an… Read More »Google Researchers Introduce StyleDrop: An AI Method that Enables the Synthesis of Images that Faithfully Follow a Specific Style Using a Text-to-Image Model Niharika Singh Artificial Intelligence Category – MarkTechPost

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​ Accurate segmentation of multiple objects is essential for various scene understanding applications, such as image/video processing, robotic perception, and AR/VR. The Segment Anything Model (SAM) was recently released, a basic vision model for broad image segmentation. It was trained using billion-scale mask labels. SAM… Read More »ETH Zurich and HKUST Researchers Propose HQ-SAM: A High-Quality Zero-Shot Segmentation Model By Introducing Negligible Overhead To The Original SAM Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ By enabling users to connect with tools and services, systems that can follow directions from graphical user interfaces (GUIs) can automate laborious jobs, increase accessibility, and increase the utility of digital assistants. Many GUI-based digital agent implementations rely on HTML-derived textual representations, which aren’t… Read More »Meet Pix2Act: An AI Agent That Can Interact With GUIs Using The Same Conceptual Interface That Humans Commonly Use Via Pixel-Based Screenshots And Generic Keyboard And Mouse Actions Tanushree Shenwai Artificial Intelligence Category – MarkTechPost

​ Data scientists need a consistent and reproducible environment for machine learning (ML) and data science workloads that enables managing dependencies and is secure. AWS Deep Learning Containers already provides pre-built Docker images for training and serving models in common frameworks such as TensorFlow, PyTorch,… Read More »Get started with the open-source Amazon SageMaker Distribution Durga Sury AWS Machine Learning Blog

​ Customers expect quick and efficient service from businesses in today’s fast-paced world. But providing excellent customer service can be significantly challenging when the volume of inquiries outpaces the human resources employed to address them. However, businesses can meet this challenge while providing personalized and… Read More »Exploring Generative AI in conversational experiences: An Introduction with Amazon Lex, Langchain, and SageMaker Jumpstart Marcelo Silva AWS Machine Learning Blog

​ Apple has announced the release of Apple Vision Pro, a groundbreaking spatial computer that seamlessly integrates digital content with the physical world. This innovative device utilizes a fully three-dimensional user interface controlled by the user’s eyes, hands, and voice, offering unprecedented interaction. Powered by… Read More »Discovering the Apple Vision Pro: 6 Mind-Blowing Hidden Features to Explore Niharika Singh Artificial Intelligence Category – MarkTechPost