Google presents AtP
An efficient and scalable method for localizing LLM behaviour to components.
Activation Patching is a method of directly computing causal attributions of behavior to model components.
GaLore.
Memory-efficient LLM training by gradient low-rank projection.
V/@animaanandkumar.
Continue reading “GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection” »
Researchers observe the quantum coherence of a quintet state with four electron spins in molecular systems for the first time at room temperature.
In a study published in Science Advances, a group of researchers led by Associate Professor Nobuhiro Yanai from Kyushu University’s Faculty of Engineering, in collaboration with Associate Professor Kiyoshi Miyata from Kyushu University and Professor Yasuhiro Kobori of Kobe University, reports that they have achieved quantum coherence at room temperature: the ability of a quantum system to maintain a well-defined state over time without getting affected by surrounding disturbances.
This breakthrough was made possible by embedding a chromophore, a dye molecule that absorbs light and emits color, in a metal-organic framework, or MOF, a nanoporous crystalline material composed of metal ions and organic ligands.
A team of Stony Brook University physicists and their collaborators have taken a significant step toward the building of a quantum internet testbed by demonstrating a foundational quantum network measurement that employs room-temperature quantum memories. Their findings are described in a paper published in the Nature journal Quantum Information.
Research with quantum computing and quantum networks is taking place around the world in the hopes of developing a quantum internet, a network of quantum computers, sensors, and communication devices that will create, process, and transmit quantum states and entanglement. It is anticipated to enhance society’s internet system and provide certain services and securities that the current internet does not have.
The field of quantum information combines aspects of physics, mathematics, and classical computing to use quantum mechanics to solve complex problems much faster than classical computing and to transmit information in an unhackable manner. While the vision of a quantum internet system is growing and the field has seen a surge in interest from researchers and the public at large, accompanied by a steep increase in the capital invested, an actual quantum internet prototype has not been built.
Researchers from China have succeeded in developing a new type of disc with a storage capacity of 200 terabytes, the size of a DVD.
Intel recently released its open-source NPU Acceleration Library, which enables small LLMs on Meteor Lake CPUs.
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Memory storage technology has come a long way from compact disks. Or has it? In a recent paper, scientists report they were able to fit petabytes of memory onto a compact disk using new laser technologies and advanced material design. Is this the future of data storage? Let’s have a look.
Continue reading “Compact Disks make Comeback: Memory could Exceed Petabytes” »
AWS to acquire nuclear-powered data center in Pennsylvania. Find out how this move will impact cloud services and energy consumption.
