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LLMs for Chatbots and Conversational AI: Building Engaging User Experiences

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Large Language Models have emerged as the central component of modern chatbots and conversational AI in the fast-paced world of technology. Just imagine conversing with a machine that is as intelligent as a human. The use cases of LLM for chatbots and LLM for conversational AI can be seen across all industries like FinTech, eCommerce, healthcare, …

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Positional Description for Numerical Normalization

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

We present a Positional Description Scheme (PDS) tailored for digit sequences, integrating placeholder value information for each digit. Given the structural limitations of subword tokenization algorithms, language models encounter critical Text Normalization (TN) challenges when handling numerical tasks. Our schema addresses this challenge through straightforward pre-processing, preserving the model architecture while significantly simplifying number normalization, …

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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

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

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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