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Category: Machine Learning

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This AI Paper Introduces ‘Shortest Majority Vote’: An Improved Parallel Scaling Method for Enhancing Test-Time Performance in Large Language Models
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This AI Paper Introduces ‘Shortest Majority Vote’: An Improved Parallel Scaling Method for Enhancing Test-Time Performance in Large Language Models

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Large language models (LLMs) use extensive computational resources to process and generate human-like text. One emerging technique to enhance reasoning […]

Microsoft’s new AI agent can control software and robots
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Microsoft’s new AI agent can control software and robots

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The researchers’ explanations about how “Set-of-Mark” and “Trace-of-Mark” work. Credit: Microsoft Research The Magma model introduces two technical components: Set-of-Mark, […]

xAI Releases Grok 3 Beta: A Super Advanced AI Model Blending Strong Reasoning with Extensive Pretraining Knowledge
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xAI Releases Grok 3 Beta: A Super Advanced AI Model Blending Strong Reasoning with Extensive Pretraining Knowledge

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Modern AI systems have made significant strides, yet many still struggle with complex reasoning tasks. Issues such as inconsistent problem-solving, […]

Building an Ideation Agent System with AutoGen: Create AI Agents that Brainstorm and Debate Ideas
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Building an Ideation Agent System with AutoGen: Create AI Agents that Brainstorm and Debate Ideas

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Ideation processes often require time-consuming analysis and debate. What if we make two LLMs come up with ideas and then […]

KGGen: Advancing Knowledge Graph Extraction with Language Models and Clustering Techniques
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KGGen: Advancing Knowledge Graph Extraction with Language Models and Clustering Techniques

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Knowledge graphs (KGs) are the foundation of artificial intelligence applications but are incomplete and sparse, affecting their effectiveness. Well-established KGs […]

Steps to Build an Interactive Text-to-Image Generation Application using Gradio and Hugging Face’s Diffusers
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Steps to Build an Interactive Text-to-Image Generation Application using Gradio and Hugging Face’s Diffusers

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In this tutorial, we will build an interactive text-to-image generator application accessed through Google Colab and a public link using […]

Moonshot AI Research Introduce Mixture of Block Attention (MoBA): A New AI Approach that Applies the Principles of Mixture of Experts (MoE) to the Attention Mechanism
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Moonshot AI Research Introduce Mixture of Block Attention (MoBA): A New AI Approach that Applies the Principles of Mixture of Experts (MoE) to the Attention Mechanism

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Efficiently handling long contexts has been a longstanding challenge in natural language processing. As large language models expand their capacity […]

Mistral AI Introduces Mistral Saba: A New Regional Language Model Designed to Excel in Arabic and South Indian-Origin Languages such as Tamil
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Mistral AI Introduces Mistral Saba: A New Regional Language Model Designed to Excel in Arabic and South Indian-Origin Languages such as Tamil

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As artificial intelligence (AI) continues to gain traction across industries, one persistent challenge remains: creating language models that truly understand […]

DeepSeek AI Introduces NSA: A Hardware-Aligned and Natively Trainable Sparse Attention Mechanism for Ultra-Fast Long-Context Training and Inference
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DeepSeek AI Introduces NSA: A Hardware-Aligned and Natively Trainable Sparse Attention Mechanism for Ultra-Fast Long-Context Training and Inference

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In recent years, language models have been pushed to handle increasingly long contexts. This need has exposed some inherent problems […]

A Stepwise Python Code Implementation to Create Interactive Photorealistic Faces with NVIDIA StyleGAN2‑ADA
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A Stepwise Python Code Implementation to Create Interactive Photorealistic Faces with NVIDIA StyleGAN2‑ADA

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In this tutorial, we will do an in-depth, interactive exploration of NVIDIA’s StyleGAN2‑ADA PyTorch model, showcasing its powerful capabilities for […]

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