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ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models Apple Machine Learning Research

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​The rapid evolution of Large Language Models (LLMs) and conversational assistants necessitates dynamic, scalable, and configurable conversational datasets for training and evaluation. These datasets must accommodate diverse user interaction modes, including text and voice, each presenting unique modeling challenges. Knowledge Graphs (KGs), with their structured… Read More »ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models Apple Machine Learning Research

Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Knowledge Graph (KG) synthesis is gaining traction in artificial intelligence research because it can construct structured knowledge representations from expansive, unstructured text data. These structured graphs have pivotal applications in areas requiring information retrieval and reasoning, such as question answering, complex data summarization, and… Read More »Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs Nikhil Artificial Intelligence Category – MarkTechPost

What’s new in TensorFlow 2.18 noreply@blogger.com (TensorFlow Blog) The TensorFlow Blog

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​[[{“value”:” Posted by the TensorFlow team TensorFlow 2.18 has been released! Highlights of this release (and 2.17) include NumPy 2.0, LiteRT repository, CUDA Update, Hermetic CUDA and more. For the full release notes, please click here. Note: Release updates on the new multi-backend Keras will… Read More »What’s new in TensorFlow 2.18 noreply@blogger.com (TensorFlow Blog) The TensorFlow Blog

Import data from Google Cloud Platform BigQuery for no-code machine learning with Amazon SageMaker Canvas Amit Gautam AWS Machine Learning Blog

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​[[{“value”:” In the modern, cloud-centric business landscape, data is often scattered across numerous clouds and on-site systems. This fragmentation can complicate efforts by organizations to consolidate and analyze data for their machine learning (ML) initiatives. This post presents an architectural approach to extract data from… Read More »Import data from Google Cloud Platform BigQuery for no-code machine learning with Amazon SageMaker Canvas Amit Gautam AWS Machine Learning Blog

Customized model monitoring for near real-time batch inference with Amazon SageMaker Joe King AWS Machine Learning Blog

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​[[{“value”:” Real-world applications vary in inference requirements for their artificial intelligence and machine learning (AI/ML) solutions to optimize performance and reduce costs. Examples include financial systems processing transaction data streams, recommendation engines processing user activity data, and computer vision models processing video frames. In these… Read More »Customized model monitoring for near real-time batch inference with Amazon SageMaker Joe King AWS Machine Learning Blog

LLMWare Introduces Model Depot: An Extensive Collection of Small Language Models (SLMs) for Intel PCs Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” LLMWare.ai, a pioneer in deploying and fine-tuning Small Language Models (SLMs) announced today the launching of Model Depot in Hugging Face, one of the largest collections of SLMs that are optimized for Intel PCs. With over 100 models spanning multiple use cases such as… Read More »LLMWare Introduces Model Depot: An Extensive Collection of Small Language Models (SLMs) for Intel PCs Asif Razzaq Artificial Intelligence Category – MarkTechPost

Top 10 Free AI Playgrounds For You to Try Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Curious about the future of AI? Want to witness firsthand how AI can generate creative text, code, or even art? AI playgrounds offer a hands-on experience to explore the limitless possibilities of artificial intelligence. Here is a list of ten free platforms that empower… Read More »Top 10 Free AI Playgrounds For You to Try Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

This AI Paper Introduces Optimal Covariance Matching for Efficient Diffusion Models Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Probabilistic diffusion models have become essential for generating complex data structures such as images & videos. These models transform random noise into structured data, achieving high realism and utility across various domains. The model operates through two phases: a forward phase that gradually corrupts… Read More »This AI Paper Introduces Optimal Covariance Matching for Efficient Diffusion Models Nikhil Artificial Intelligence Category – MarkTechPost

Google AI Introduces Iterative BC-Max: A New Machine Learning Technique that Reduces the Size of Compiled Binary Files by Optimizing Inlining Decisions Divyesh Vitthal Jawkhede Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” When applying Reinforcement Learning (RL) to real-world applications, two key challenges are often faced during this process. Firstly, the constant online interaction and update cycle in RL places major engineering demands on large systems designed to work with static ML models needing only occasional… Read More »Google AI Introduces Iterative BC-Max: A New Machine Learning Technique that Reduces the Size of Compiled Binary Files by Optimizing Inlining Decisions Divyesh Vitthal Jawkhede Artificial Intelligence Category – MarkTechPost