retrieval-metrics

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smallevals — CPU-fast, GPU-blazing fast offline retrieval evaluation for RAG systems with tiny QA models.

Small demo project for evaluating RAG retrieval quality using a simple BM25-style retriever and standard metrics (Hit@k, Recall@k, MRR).

python nlp information-retrieval evaluation recall bm25 demo-project mrr rag retrieval-augmented-generation retrieval-metrics hit-at-k

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