At its core, the approach is about flexibility. Processing resources can be allocated dynamically as production needs change.
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This technique can be used out-of-the-box, requiring no model training or special packaging. It is code-execution free, which means you do not need to add additional tools to your LLM environment.
Large-scale applications, such as generative AI, recommendation systems, big data, and HPC systems, require large-capacity ...