​[[{“value”:” Large language models (LLMs) have remarkable capabilities. Nevertheless, using them in customer-facing applications often requires tailoring their responses to align with your organization’s values and brand identity. In this post, we demonstrate how to use direct preference optimization (DPO), a technique that allows you… Read More »Align Meta Llama 3 to human preferences with DPO, Amazon SageMaker Studio, and Amazon SageMaker Ground Truth Anastasia Tzeveleka AWS Machine Learning Blog

​[[{“value”:” State-of-the-art generative AI models and high performance computing (HPC) applications are driving the need for unprecedented levels of compute. Customers are pushing the boundaries of these technologies to bring higher fidelity products and experiences to market across industries. The size of large language models… Read More »Amazon EC2 P5e instances are generally available Avi Kulkarni AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Joe Clark from Domo. Data insights are crucial for businesses to enable data-driven decisions, identify trends, and optimize operations. Traditionally, gaining these insights required skilled analysts using specialized tools, which can make the process slow and less accessible. Generative… Read More »Exploring data using AI chat at Domo with Amazon Bedrock Joe Clark AWS Machine Learning Blog

​[[{“value”:” Apple’s latest release, the iPhone 16, places a strong emphasis on on-device artificial intelligence (AI), powered by its new Apple Intelligence platform. Unlike cloud-reliant AI systems, Apple is focusing on maintaining privacy by processing AI functions directly on the device with the A18 Bionic… Read More »Apple Unveils iPhone 16 with On-Device AI and Apple Intelligence Prompts Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Text classification has become a crucial tool in various applications, including opinion mining and topic classification. Traditionally, this task required extensive manual labeling and a deep understanding of machine learning techniques, presenting significant barriers to entry. The advent of large language models (LLMs) like… Read More »Political DEBATE Language Models: Open-Source Solutions for Efficient Text Classification in Political Science Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The field of Artificial Intelligence (AI-driven) agentic systems has seen significant change in recent times. The deployment of sophisticated, scalable systems depends heavily on workflows. A team of researchers has introduced llama-deploy, a unique and user-friendly solution designed to make agentic workflows constructed using… Read More »Llama-Deploy: A Fully Open-Source Way to Deploy Your Agents as Production Microservices Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Text-to-image diffusion models have made significant strides in generating complex and faithful images from input conditions. Among these, Diffusion Transformers Models (DiTs) have emerged as particularly powerful, with OpenAI’s SoRA being a notable application. DiTs, constructed by stacking multiple transformer blocks, utilize the scaling… Read More »VQ4DiT: A Fast Post-Training Vector Quantization Method for DiTs (Diffusion Transformers Models) Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Home Table of Contents LLMOps with DSPy: Build RAG Systems Using Declarative Programming Introduction to DSPy: LLMOps Without Prompt Tuning Building Blocks of DSPy Language Models Signatures Modules Data Metrics Optimizers Building a RAG Framework for Biomedical Question Answering with DSPy Overview and Setup… Read More »LLMOps with DSPy: Build RAG Systems Using Declarative Programming Puneet Mangla PyImageSearch

​[[{“value”:” Large language models (LLMs) have demonstrated remarkable reasoning capabilities across various domains. But do they also possess metacognitive knowledge – an understanding of their thinking processes? This intriguing question is explored in a new paper that investigates the metacognitive capabilities of LLMs, specifically in… Read More »From Computation to Comprehension: Metacognitive Insights in LLM-based Mathematical Problem Solving Shreya Maji Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Computer vision is rapidly transforming industries by enabling machines to interpret and make decisions based on visual data. From autonomous vehicles to medical imaging, its applications are vast and growing. Learning computer vision is essential as it equips you with the skills to develop… Read More »Top Computer Vision Courses Shobha Kakkar Artificial Intelligence Category – MarkTechPost