Retrieval-Augmented Generation (RAG)

applications learn specific large study prozent learning tools fine-tuning zero-shot genauigkeit benchmark algorithmen digital output process hyperparameter modelle deutschland retrieval erzeugen model tokenization training datasets ergebnisse deep entwicklung results daten leistung llm informationen machine language situation optimization information optimierung code prozess creating models technik umfasst intelligenz system tuning knowledge people analyse improved modell quality optimieren development vergleich künstliche technology methods algorithm times user tool performance layers engineering security asset systems data lage text contact cases dataset method analysis input platform point powerful improve selection generation project work entwicklungen methode fähigkeit rag llms based generieren zeigt ki-modelle content augmented key modells