GraphRAG benchmark on one GPU: 268 communities, 12 hours, one answer in five
A measured GraphRAG benchmark on a local 27B model: the community graph retrieved the evidence for 100% of 40 cross-document questions and…
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LightRAG benchmark on local hardware: 33 SEC filings, one knowledge graph
A measured LightRAG benchmark on a local 27B model: the graph reached the evidence for 100% of 40 cross-document questions, yet answered…
RAG on SEC filings: anatomy of a benchmark corpus
Before comparing seven RAG frameworks, we measured the data they will face. 33 NVIDIA filings, 749,859 tokens, and eight repeatable patterns of…