Despite the success of large language models (LLMs) as general-purpose AI tools, their high demand for computational resources make their deployment challenging…
Despite the success of large language models (LLMs) as general-purpose AI tools, their high demand for computational resources make their deployment challenging in many real-world scenarios. The sizes of the model and conversation state are limited by the available high-bandwidth memory, limiting the number of users that can be served and the maximum conversation length. At present…