Detailed Introduction
GuideLLM is a toolkit focused on guiding, interpreting, and controlling large language model outputs. It helps developers exert finer control over generation behaviors and provides interpretability components to aid debugging and safety.
Main Features
- Encapsulates prompting scripts and control flows.
- Offers interpretability modules for understanding model decisions.
- Compatible with major LLM backends and engineered for production use.
Use Cases
Suitable for dialogue systems, automated writing, and interpretable AI research where fine-grained control of generation is required.
Technical Features
Combines pluggable guidance strategies with interpreters, making it simple to integrate complex prompt engineering and control logic into production systems.