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 ...
A team of Google researchers has published a technique that could let developers squeeze roughly three times more throughput ...
This ebook breaks down four techniques Together AI uses to optimize production inference: speculative decoding, optimized kernels, near-lossless compression, and hardware acceleration.