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Improve throughput performance of Llama 2 models using Amazon SageMaker Gagan Singh AWS Machine Learning Blog

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​ We’re at an exciting inflection point in the widespread adoption of machine learning (ML), and we believe most customer experiences and applications will be reinvented with generative AI. Generative AI can create new content and ideas, including conversations, stories, images, videos, and music. Like… Read More »Improve throughput performance of Llama 2 models using Amazon SageMaker Gagan Singh AWS Machine Learning Blog

This AI Research Proposes LayoutNUWA: An AI Model that Treats Layout Generation as a Code Generation Task to Enhance Semantic Information and Harnesses the Hidden Layout Expertise of Large Language Models (LLMs) Rachit Ranjan Artificial Intelligence Category – MarkTechPost

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​ With the growth of LLMs, there has been thorough research on all aspects of LLMs. So, there have been studies on graphic layout, too. Graphic layout, or how design elements are arranged and placed, significantly impacts how users interact with and perceive the information… Read More »This AI Research Proposes LayoutNUWA: An AI Model that Treats Layout Generation as a Code Generation Task to Enhance Semantic Information and Harnesses the Hidden Layout Expertise of Large Language Models (LLMs) Rachit Ranjan Artificial Intelligence Category – MarkTechPost

YouTube Video Recommendation Systems Puneet Mangla PyImageSearch

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​ Home Table of Contents YouTube Video Recommendation Systems Overview Candidate Generation Network Architecture and Feature Representation Training Ranking Network Feature Selection Architecture Toward Multi-Task Ranking System Multi-Task Learning Multi-Gate Mixture of Experts Learning Selection Bias Summary Citation Information YouTube Video Recommendation Systems In this… Read More »YouTube Video Recommendation Systems Puneet Mangla PyImageSearch

Microsoft Researchers Introduce Kosmos-2.5: A Multimodal Literate Model for Machine Reading of Text-Intensive Images Janhavi Lande Artificial Intelligence Category – MarkTechPost

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​ In recent years, large language models (LLMs) have gained prominence in artificial intelligence, but they have mainly focused on text and struggled with understanding visual content. Multimodal large language models (MLLMs) have emerged to bridge this gap. MLLMs combine visual and textual information in… Read More »Microsoft Researchers Introduce Kosmos-2.5: A Multimodal Literate Model for Machine Reading of Text-Intensive Images Janhavi Lande Artificial Intelligence Category – MarkTechPost

Meet BlindChat: An Open-Source Artificial Intelligence Project to Develop Fully in-Browser and Private Conversational AI Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

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​ BlindChat, an open-source and privacy-first alternative to ChatGPT, was just launched by MithrilSecurity. BlindChat is an open-source AI initiative aiming to create the world’s first conversational AI that operates entirely within a web browser without any third-party access. Today’s prevalent everyday AI solutions typically… Read More »Meet BlindChat: An Open-Source Artificial Intelligence Project to Develop Fully in-Browser and Private Conversational AI Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

How Green is AI? Comparing the Carbon Footprint of Artificial Intelligence and Human Tasks Tanya Malhotra Artificial Intelligence Category – MarkTechPost

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​ In recent years, Artificial Intelligence (AI) has made impressive strides, and its applications have spread to a variety of industries, including healthcare, banking, transportation, and environmental preservation. However, as the use of AI spreads, worries about its effects on the environment have surfaced, notably… Read More »How Green is AI? Comparing the Carbon Footprint of Artificial Intelligence and Human Tasks Tanya Malhotra Artificial Intelligence Category – MarkTechPost

FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Apple Machine Learning Research

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​The recent amalgamation of transformer and convolutional designs has led to steady improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a hybrid vision transformer architecture that obtains the state-of-the-art latency-accuracy trade-off. To this end, we introduce a novel token… Read More »FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Apple Machine Learning Research

HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion Apple Machine Learning Research

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​Implicit neural fields, typically encoded by a multilayer perceptron (MLP) that maps from coordinates (e.g., xyz) to signals (e.g., signed distances), have shown remarkable promise as a high-fidelity and compact representation. However, the lack of a regular and explicit grid structure also makes it challenging… Read More »HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion Apple Machine Learning Research

Large Language Models Surprise Meta AI Researchers at Compiler Optimization! Janhavi Lande Artificial Intelligence Category – MarkTechPost

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​ “We thought this would be a paper about the obvious failings of LLMs that would serve as motivation for future clever ideas to overcome those failings. We were entirely taken by surprise to find that in many cases a sufficiently trained LLM can not… Read More »Large Language Models Surprise Meta AI Researchers at Compiler Optimization! Janhavi Lande Artificial Intelligence Category – MarkTechPost