RAGFlow benchmark on one GPU: RAPTOR beat the knowledge graph four to one, and neither is a retrieval mode
A measured RAGFlow benchmark on 33 SEC filings with a local 27B model: 67.5% document recall, 13 of 40 answers right with…
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Tag: SEC EDGAR
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…
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 golden set: extracting benchmark questions with an LLM
How we turned 33 SEC filings into 40 benchmark questions that genuinely require combining documents. The model proposed 214; ten machine checks…
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…