LLM Prompt FORMATS make or break you LLM (RAG)

LLM Prompt formatting essentially concerns the way in which input data or questions are structured and presented to LLMs or VLMs. The sensitivity of LLMs to prompt formatting is a complex phenomenon. Subtle changes in the format of the prompts, such as variations in phrasing, the use of different punctuation marks, alterations in the layout, or even the presence or absence of specific keywords, can significantly influence the model's response. This sensitivity extends to the nuances of language and structure, …

concerns data format llm llm prompt llms marks prompt prompts questions rag sensitivity