Retrieval-Augmented Generation (RAG)

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