Together AI's ATLAS adaptive speculator delivers 400% inference speedup by learning from workloads in real-time

Together AI has made a significant breakthrough with its ATLAS adaptive speculator, achieving a remarkable 400% speedup in inference by learning from workloads in real-time. This advancement addresses a critical challenge faced by enterprises that are expanding their AI capabilities but often encounter performance limitations due to static speculators. By utilizing speculative decoding, ATLAS allows for more efficient processing, which is crucial for reducing costs and latency in AI applications. This innovation not only enhances operational efficiency but also positions enterprises to better leverage AI technologies.