Using Finite State Machine (FSM) and Rollback Mechanism to Restrict LLM from Generating Banned Words
Last Updated on 2024-10-29 by Clay
When implementing various services through LLMs, do you worry about uncontrolled language generation? Recently, at a critical juncture in wrapping up a project, I used tools like Outlines to constrain LLM decoding, which effectively controlled the model's output to follow the desired patterns. However, a colleague posed a deep question: What if I want it not to generate specific words?
Read More »Using Finite State Machine (FSM) and Rollback Mechanism to Restrict LLM from Generating Banned Words