QV-PIC, a rendered-image RAG caching framework, achieves higher F1 and lower time-to-first-token than text-PIC baselines by combining chat-template-conditioned cache compilation with query-aware dual-resolution selection.
InProceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 6769–6781
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QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving
QV-PIC, a rendered-image RAG caching framework, achieves higher F1 and lower time-to-first-token than text-PIC baselines by combining chat-template-conditioned cache compilation with query-aware dual-resolution selection.