LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence
We introduce LimiX-2, a new model in the LimiX family, developed through model and data scaling guided by our previously…
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Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult
Modern large-scale machine learning tasks often require multiple workers, devices, CPUs, or GPUs to compute stochastic gradients…
Bias-Induced Crossover in Absolute Capacity of Dense Associative Memory
The absolute capacity of dense associative memory has mainly been analyzed for unbiased patterns. Here we examine the effect of…
Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback
Large language model (LLM) distillation aims to transfer the capabilities of a powerful teacher to a smaller student. Direct…
Combining RAG with Continued Pretraining of LLMs
For leaning purposes, I ran an experiment where I used Unsloth to train a model on a new domain using continued pretraining. Then…
Meta expands subscription push with new AI-focused plans
Meta One bundles expanded access to the company’s AI tools with premium features across Facebook, Instagram, and WhatsApp.
Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each
How can a 30B-parameter model activate only 3B parameters per token, and still use the capacity of the larger model? Nemotron 3.5…
Tables Decoded: DELTA for Structure, TARQA for Understanding
Table understanding is a core task in document intelligence, encompassing two key subtasks: table reconstruction and table visual…
From Megawatts to Tokens: How NVIDIA Maximizes AI Factory Production
On a sweltering August evening in Silicon Valley, as the sun dropped and air conditioning loads spiked, Silicon Valley Power sent…
AI Infra Summit: NVIDIA Vera Rubin and DSX Platform Advancements Showcase Energy Efficiencies of Optimizing Tokens Per Watt for AI Factories
Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA, Tuesday spoke on AI factory efficiency at the AI…
How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin
Power is a defining constraint for AI factories. As AI workloads demand a full compute platform to serve them, each component of…
How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories
For operators of large-scale AI factories, maximizing continuous output is essential for productivity. In massive-scale AI…
Google Chrome User Experience Report (CrUX) With Ad Metrics
Google announced new ad metrics that are being tested within the Chrome User Experience Report (CrUX). These metrics include Ad…
As the politicians play catchup the tech bros agree: we may only have a decade left
US president insists that fears expressed by top experts are a hoax – and that humanity can sleep easy while he’s at the wheel We…
Optimizing cost and latency with Amazon Bedrock prompt caching
Prompt caching in Amazon Bedrock can cut input token costs by up to 90% when you repeatedly send the same context to foundation…
Build an AI-powered product tagging system with Amazon SageMaker serverless model customization
Manually tagging thousands of catalog products is slow and inconsistent. This walkthrough shows how to customize Qwen3-8B with…
What do we think about the paperclip maximizer?
I want to vent/talk about this with others, but I couldn't find a sub for it; apologize if it's the wrong place. For some…
Announcing instance preference lists for Amazon SageMaker AI training jobs
Amazon SageMaker AI now offers instance preference lists for training and processing jobs. Specify an ordered list of up to five…
AI models chatting in ‘surreal’ dialect mixing poetic language and tech bro jargon
Experts air concern over AI lingo redolent of James Joyce’s prose that is creating barriers to monitoring and oversight AI models…
AI for Societal Impact
Explore this collection to see how experts and local leaders are using AI breakthroughs to ensure everyone can share the…
Building AI to accelerate science and improve lives
The true measure of AI is who it helps. Here’s how it’s impacting lives today. We're focused on key areas where advanced…
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