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By compiling a simple program directly into transformer weights. The post I Built a Tiny Computer Inside a Transformer appeared first on Towards Data Science.
Read full articleExploring the inner workings of a decoder-only Transformer foundation model The post Timer-XL: A Long-Context Foundation Model for Time-Series Forecasting appeared first on Towards Data Science.
Schematik is a program that aims to help people vibe code for physical devices. Hopefully, it won’t blow anything up.
Learn how to combine Transformer architectures with Quantum Physics using NetKet and JAX. This guide walks through building a research-grade VMC pipeline to solve the frustrated J1-J2 Heisenberg spin chain with Neural Quantum States. The post Building Transformer-Based NQS for Frustrated Spin Systems with NetKet appeared first on MarkTechPost.
The dominant recipe for building better language models has not changed much since the Chinchilla era: spend more FLOPs, add more parameters, train on more tokens. But as inference deployments consume an ever-growing share of compute and model deployments push toward the edge, researchers are increasingly asking a harder question — can you scale quality […] The post UCSD and Together AI Research Introduces Parcae: A Stable Architecture for Looped Language Models That Achieves the Quality of a Transformer Twice the Size appeared first on MarkTechPost.
Claude Mythos’s apparent superhuman hacking abilities are alarming experts as the Trump administration remains blinded by hostility In June 2024, a cyber-attack on a pathology services company caused chaos across London’s hospitals. More than 10,000 appointments were cancelled. Blood shortages followed and delays to blood tests led to a patient’s death. Lethal cyber-attacks like this are thankfully rare. But a new AI release could change that – plunging us into a terrifying new world of chaos and disruption to the digital systems that we rely on. Shakeel Hashim is the editor of Transformer, a publication about the power and politics of transformative AI Continue reading...
