Your question is Scale a Large Model. 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).
How can you scale a Machine Learning model to billions of parameters?
Asked in the Onsite AI Design stage. Open-ended system design and scaling discussion during the Meta AI Research Scientist onsite. Discuss distributed training, memory and communication constraints, checkpointing, serving, and operational tradeoffs.