問題文
A team must pick between a larger model that meets the quality bar and a smaller one that falls just short. The budget allows either. What should decide the choice?
選択肢
- Whether the quality shortfall of the smaller model is acceptable for the specific use, measured against the requirement rather than against the larger model
- Choose the model that was released most recently, since a newer model inherits the improvements made since the older one was trained
- Choose based on which model has more parameters, since that is the closest available proxy for how well it will handle unfamiliar inputs
- Always choose the larger model when the budget allows, since headroom in quality protects against the cases the evaluation did not cover and against future changes in how the feature is used