Artificial Intelligence Interview Questions

Mayank M. - "There are 2 main methods Intrinsic Evaluation i) Preplexity ii) BLEU Extrinsic Evaluation i) Response consistency/ Correctness / Factual score/ Security However, this question requires a follow-up question and clarification about where we are going to use the LLM models."See full answer

Sumit P. - "CQs: Content moderation system finds Inappropriate contents - profanity, violence, privacy concerning. Misinformation - false info, false claim, fomenting wrong views PII Misinformation → Wrong info Twisted info Incomplete info Goal - reliability and trust on the platform Long term increased engagement on informational content RAG system - what and why? RAG system has 3 components Brain - reasoning models Tool"See full answer

Raja raghudeep E. - "There can be multiple effects on adjusting the context window of LLM, some I can think of are below: If window size is large then more tokens are in context which could increase memory and compute costs because of O(n2) attention complexity. Larger window can help in better responses in multi turn conversations but attention dilution can also happen."See full answer