Large Language Model Debugger: Verifying LLM Execution Step-by-Step
LDB: a Large Language Model Debugger that verifies step-by-step execution to identify & explain potential issues in LLMs, improving transparency & trustworthiness of AI systems.
This is a Plain English Papers summary of a research paper called LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper introduces LDB, a novel Large Language Model (LLM) debugger that verifies the step-by-step execution of an LLM to identify and explain potential issues. LDB aims to provide transparency into the internal reasoning of LLMs, which is crucial for understanding their behavior and detecting potential errors or...