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Maximize your LLM serving throughput for GPUs on GKE — a practical guide

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Let’s face it: Serving AI foundation models such as large language models (LLMs) can be expensive. Between the need for hardware accelerators to achieve lower latency and the fact that these accelerators are typically not efficiently utilized, organizations need an AI platform that can serve LLMs at scale while minimizing the cost per token. Through …

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NVIDIA to Present Innovations at Hot Chips That Boost Data Center Performance and Energy Efficiency

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

A deep technology conference for processor and system architects from industry and academia has become a key forum for the trillion-dollar data center computing market. At Hot Chips 2024 next week, senior NVIDIA engineers will present the latest advancements powering the NVIDIA Blackwell platform, plus research on liquid cooling for data centers and AI agents …

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Artificial intelligence improves lung cancer diagnosis

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A team of researchers has created a digital pathology platform based on artificial intelligence. The platform uses new algorithms developed by the team and enables fully automated analysis of tissue sections from lung cancer patients. The platform makes it possible to analyze digitized tissue samples on the computer for lung tumors more quickly and accurately …

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Interpreting Coefficients in Linear Regression Models

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Linear regression models are foundational in machine learning. Merely fitting a straight line and reading the coefficient tells a lot. But how do we extract and interpret the coefficients from these models to understand their impact on predicted outcomes? This post will demonstrate how one can interpret coefficients by exploring various scenarios. We’ll delve into …

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Basic Statistical Analysis with NumPy

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Introduction Statistical analysis is important in data science. It helps us understand data better. NumPy is a key Python library for numerical operations. It simplifies and speeds up this process. In this article, we will explore several functions for basic statistical analysis offered by NumPy. NumPy is a Python library for numerical computing. It helps …

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Types of Chatbots: An Overview for Business People

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

In the effort to automate as many processes as possible, companies resort to various solutions powered by modern technology. We’ve written about Enterprise Resource Planning systems and automated contact centers lately. Internet bots, or simply bots, may be the best-known form of automation in customer communications. Gartner once predicted that by 2020, more than 50% …

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On the Benefits of Pixel-Based Hierarchical Policies for Task Generalization

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Reinforcement learning practitioners often avoid hierarchical policies, especially in image-based observation spaces. Typically, the single-task performance improvement over flat-policy counterparts does not justify the additional complexity associated with implementing a hierarchy. However, by introducing multiple decision-making levels, hierarchical policies can compose lower-level policies to more effectively generalize between tasks, highlighting the need for multi-task evaluations. …

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Build private and secure enterprise generative AI applications with Amazon Q Business using IAM Federation

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Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. In an earlier post, we discussed how you can build private and secure enterprise generative AI applications with …

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