This figure shows an overview of SPECTRA and compares its functionality with other training-free state-of-the-art approaches across a range of applications. SPECTRA comprises two main modules, namely ...

Local LLMs have this annoying middle ground problem. They're good enough that you can see the potential, but just slow enough to get in the way. You really feel the ...

Google Research has developed a new method that could make running large language models cheaper and faster. Here's what it has done. Large language models (LLMs) have taken the world by storm since ...

A new buzzword is making waves in the tech world, and it goes by several names: large language model optimization (LLMO), generative engine optimization (GEO) or generative AI optimization (GAIO). At ...

In a new paper titled Principled Coarse-Grained Acceptance for Speculative Decoding in Speech, Apple researchers detail an interesting approach to generating speech from text. While there are ...

As agentic AI workflows multiply the cost and latency of long reasoning chains, a team from the University of Maryland, Lawrence Livermore National Labs, Columbia University and TogetherAI has found a ...

Apple and NVIDIA shared details of a collaboration to improve the performance of LLMs with a new text generation technique for AI. Cupertino writes: Accelerating LLM inference is an important ML ...