Retrieval-Augmented Generation (RAG)

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