Baobao Algorithm Notes

Nov 9, 2023 · Artificial Intelligence

Building High‑Performance Vertical Domain LLMs: From Continued Pre‑Training to Retrieval‑Augmented Generation

This article systematically explains how to create vertical domain large language models by continuing pre‑training on domain data, constructing fine‑tuning datasets with self‑instruct, reducing hallucinations, and integrating knowledge retrieval, while also reviewing related papers, products, and system architectures.