AI DSP: LLM Pipeline to Retriever Model (Stanford)

Demonstrate - Search - Predict Model (DSP) by Stanford Univ.

DSP can express high-level programs that bootstrap pipeline-aware demonstrations, search for relevant passages, and generate grounded predictions, systematically breaking down problems into small transformations that the LM and RM can handle more reliably.

The discussed content revolves around the development and intricacies of a complex Large Language Model (LLM) system integrated with various data models and a self-programmable, intelligent pipeline structure. Initially, the LLM is tasked with decomposing a complex …

bootstrap breaking development dsp express generate llm pipeline predictions search small stanford