LLMs and Small Language Models Quiz

What you'll be asked

1. Which of the following best describes the primary advantage of a Small Language Model (SLM) compared to a Large Language Model (LLM)?
2. An enterprise needs to deploy an AI solution that performs a specific, repetitive document classification task with high privacy requirements and zero internet connectivity. Which approach is most appropriate?
3. When considering the 'Model-as-a-Service' (MaaS) pattern in Azure AI Foundry, what is a key benefit for developers?
4. You are building an application that requires broad world knowledge and complex multi-step reasoning capabilities. Which model category should you prioritize?
5. A team is evaluating whether to use a foundation model directly or fine-tune an SLM. Under what scenario is fine-tuning an SLM technically superior to using a foundation model?

Answers and explanations come after you submit.