This post is divided into three parts; they are: • Interpolation and Extrapolation in Sinusoidal Encodings and RoPE • Interpolation in Learned Encodings • YaRN for Larger Context Window Sinusoidal encodings excel at extrapolation due to…
LLMs have shown outstanding performance for various tasks through extensive pre-training on vast datasets. However, these models frequently generate outdated or inaccurate information and…
On May 6, MIT AgeLab’s Advanced Vehicle Technology (AVT) Consortium, part of the MIT Center for Transportation and Logistics, celebrated 10 years of its global academic-industry collaboration. AVT was founded with the…
Large language models have become integral to AI systems, enabling tasks like multilingual translation, virtual assistance, and automated reasoning through transformer-based…
Machine learning workflows often involve a delicate balance: you want models that perform exceptionally well, but you also need to understand and explain their predictions.
Machines that can respond to human speech with equally expressive and natural audio have become a major goal in intelligent interaction systems. Audio-language modeling extends…
AI girlfriend chatbots are changing the way we think about relationships and communication. These digital companions, powered by advanced AI, are increasingly…
Navigating the dense urban canyons of cities like San Francisco or New York can be a nightmare for GPS systems. The towering skyscrapers block and reflect satellite signals, leading to location errors of tens of meters. For you and…
Artificial Intelligence (AI) is changing how software is developed. AI-powered code generators have become vital tools that help developers write, debug, and complete code more efficiently. Among these new intelligent assistants, DeepCoder-14B is…
Right, so let’s get this out in the open — AI is no longer just about task automation or robotic chat support. It’s now a raw, expressive, creative beast. And like any beast let off the leash, it’s got people divided. Are we finally…