Your question is Background Training LLMs. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Tell me a little about your background with training LLMs.
Be prepared to describe one concrete LLM training or fine-tuning project, including the objective, dataset preparation, model architecture, training method, evaluation design, and production outcome. Explain why you chose continued pretraining, supervised fine-tuning, parameter-efficient fine-tuning, or another approach. Discuss data quality, compute constraints, monitoring, and the tradeoffs you made. Do not claim experience you do not have; candidates without direct LLM training experience may discuss a closely related deep learning project and clearly identify the transfer.
