Were using RAG with some prompt engineering and guardrails with Nvidia Neom, would fine tunning help further with hallucinations and quality of responses? Any r

Were using RAG with some prompt engineering and guardrails with Nvidia Neom, would fine tunning help further with hallucinations and quality of responses? Any research specifically on this?