NCP-GENL › Model Deployment

Model Deployment Practice Questions

This domain covers serving and running LLMs with NVIDIA tooling: Triton Inference Server model repositories, instance groups and GPU placement, TensorRT-LLM engines, multi-GPU parallelism, and in-flight batching. Questions are scenario-based, using exhibits of config.pbtxt or memory profiles, asking you to diagnose load failures, OOM errors, and throughput bottlenecks.