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 ...

The problem with rolling your own AI is that your system memory probably isn’t very fast compared to the high bandwidth memory (HBM) used in enterprise hardware. As a result, the processor spends a ...

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 ...

This ebook breaks down four techniques Together AI uses to optimize production inference: speculative decoding, optimized kernels, near-lossless compression, and hardware acceleration.

A team of Google researchers has published a technique that could let developers squeeze roughly three times more throughput ...