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Unicorns

Scientists from ETH Zurich, EPFL, and Microsoft have presented QuaRot, a new machine learning technique that facilitates 4-bit inference of Latent Linear Models (LLMs) by eliminating unconventional features.

Large language models (LLMs) have substantially impacted various applications across sectors by offering excellent natural language processing capabilities. They help generate, interpret, and understand the human language, opening routes for new technological advancements. However, LLMs demand considerable computational, memory, and energy resources, particularly during the inference phase, which restricts operational efficiency and their deployment. The extensive…

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An Assessment by Google DeepMind on the Analysis of Advanced Machine Learning Models for Hazardous Features.

Artificial intelligence (AI) has advanced dramatically in recent years, opening up numerous new possibilities. However, these developments also carry significant risks, notably in relation to cybersecurity, privacy, and human autonomy. These are not purely theoretical fears, but are becoming increasingly dependant on AI systems' growing sophistication. Assessing the risks associated with AI involves evaluating performance across…

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Turning Fantasy into Reality: NVIDIA’s Project GR00T Revolutionizes Communication Between Humans and Robots

NVIDIA has unveiled Project GR00T, a cutting-edge foundation model for humanoid robots, in its bid to shape a future where robots form an integral part of day-to-day life. Together with the commitment to the Isaac Robotics Platform and the Robot Operating System (ROS), GR00T represents a major leap in robotic development and AI applications. The…

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NVIDIA’s Blackwell GPU Evolution: Igniting the Upcoming Surge of AI and Superior Performance Computing.

NVIDIA is pushing boundaries in the world of AI and high-performance computing (HPC) with the launch of its Blackwell platform. Named after renowned mathematician, David Harold Blackwell, the platform introduces two innovative Graphics Processing Units (GPUs) – the B100 and the B200 – which promise to shake up AI and HPC with groundbreaking advancements. The B100…

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