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Teaching Law to a 7B LLM: Failures, Fixes, and Architecting a Local GraphRAG System

中文摘要

本文探讨了在本地为7B大模型教授法律知识的挑战,并介绍了构建GraphRAG系统以优化复杂法律推理的方法。

English Summary

This article explores the challenges of teaching legal reasoning to a 7B LLM locally and details the architecture of a custom GraphRAG system to improve performance.

Original Excerpt

Building RAG pipelines with GPT-4 API calls is easy. But what happens when you unplug from the cloud and try to map complex legal… Continue reading on Medium »