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 ...

Shakti P. Singh, Principal Engineer at Intuit and former OCI model inference lead, specializing in scalable AI systems and LLM inference. Generative models are rapidly making inroads into enterprise ...

The problem with rolling your own AI is that your system memory probably isn’t very fast compared to the high bandwidth ...

The ReDrafter software is designed to significantly speed up the execution of large language models on Nvidia GPUs. The tool is open source. Apple has launched a project in collaboration with Nvidia ...

In the rapidly evolving world of technology and digital communication, a new method known as speculative decoding is enhancing the way we interact with machines. This technique is making a notable ...

With reported 3x speed gains and limited degradation in output quality, the method targets one of the biggest pain points in production AI systems: latency at scale. High inference latency and ...

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 ...