A city tree-nursery shop can either load a small encoder on the workshop GPU or POST text to a hosted NIM-style chat endpoint. When should the project stay on-box?
Select an answer to reveal the explanation.
Short Explanation
Stay on-box when the shop needs an offline custom head loaded with from_pretrained. POST to a hosted NIM-style chat endpoint when the job is a standard generative call. A CUDA kernel and a rack layout are not that project-shape choice.
Full Explanation
A modern framework project stays on-box when the shop needs an offline or custom-head model loaded with from_pretrained. A hosted NIM-style chat endpoint is the right path for a standard generative HTTP call, not for training a local head. A CUDA kernel is not the associate choice between those two. Rack layout is datacenter operations, not this project-shape decision.