Category: Uncategorized
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Mirage: A Multi-Level Tensor Algebra Super-Optimizer that Automates GPU Kernel Generation for PyTorch Applications
With the increasing growth of artificial intelligence—introduction of large language models (LLMs) and generative AI—there has been a growing demand for more efficient graphics processing units (GPUs). GPUs are specialized hardware extensively used for high computing tasks and capable of executing computations in parallel. Writing proper GPU kernels is important to utilize GPUs to their… Read more
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The bigger the better? Approaching Generative AI by size
As the Generative AI (GenAI) hype continues, we’re seeing an uptick of real-world, enterprise-grade solutions in industries from healthcare and finance, to retail and media. As the technology matures, we’re also learning more about its potential, shortcomings, and barriers to entry—ethical considerations, accuracy, hallucinations, and more. But beyond industry, however, there are factors that play… Read more
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Reflection 70B saga continues as training data provider releases post-mortem report
The more data the Reflection 70B creators publish about the model, the more evidence the open source AI community has to pore over.Read More Read more
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Law of the Weakest Link: Advancing Large Language Models Through Cross-Capability
The development and evaluation of Large Language Models (LLMs) have primarily focused on assessing individual abilities, overlooking the importance of how these capabilities intersect to handle complex, real-world tasks—referred to as cross capabilities. To address this gap, a joint research team from Meta and the University of Illinois Urbana-Champaign introduces CrossEval, a benchmark designed to… Read more
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Google’s new AI feature lets you search the web by uploading a video
Searching for products, songs, videos, and photos just got easier. Here’s how to use Google’s new feature to ask your questions. Read more
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Liquid AI Introduces Liquid Foundation Models (LFMs): A 1B, 3B, and 40B Series of Generative AI Models
Liquid AI has released its first series of Liquid Foundation Models (LFMs), ushering in a new generation of generative AI models. These models are positioned as a new benchmark for performance and efficiency at multiple scales, namely the 1B, 3B, and 40B parameter configurations. This series aims to set a new standard for generative AI… Read more
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VAST Looks Inward, Outward for An AI Edge
There’s no single best way to respond to the explosion of data and AI. Sometimes you need to bring everything into your own unified platform. Other times, you lean on friends and neighbors to chart a way forward. Those are the two seemingly disparate paths that VAST Data chose this week to tackle the burgeoning… Read more
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The 40 Best Shows on Max (aka HBO Max) Right Now (October 2024)
The Penguin, Chimp Crazy, and Industry are just a few of the shows you need to be watching on Max this month. Read more
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Cohere just made it way easier for companies to create their own AI language models
Cohere unveils advanced AI fine-tuning tools for enterprises, revolutionizing customization of language models with improved performance and efficiency.Read More Read more
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How can your business advance its AI initiatives to actual ROI? The clock is ticking
Maximizing enterprise performance with generative AI requires modernizing data foundations and measuring business outcomes. A Deloitte report identifies ways companies can move from potential to performance. Read more