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What is this? A benchmarking toolkit for LLM Guard scanners. It profiles how long each scanner takes to process text, how consistent that performance is, and how much data it can handle per second.

This workflow wraps any LLM API call with a two-phase security scanning pipeline. Before a user's prompt reaches the model, input scanners check for threats like prompt injection, toxic content, and ...

Abstract: The system contains up to 11 channels, each consisting of a transmitter and receiver. An input scanner is used to time share a counter and printer among the channels. Any two channels may be ...