February 7, 2024 Artificial intelligence Leave a comment

AI Controller Interface: Generative AI with a lightweight, LLM-integrated VM

This diagram shows the flow and interaction between an AI Controller and LLM during constrained decoding. The diagram begins with Step 0, uploading the desired AI Controller to the LLM service, if necessary. Step 1 sends an LLM request to the server. Step 2 is a token generation, where the AI Controller is called before, during, and after each token generation to control the LLM’s behavior. Step 2 repeats for every token being generated by the LLM. Step 3 returns the resulting generated text.

The emergence of large language models (LLMs) has

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