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DP-100 · Question #556
DP-100 Question #556: Real Exam Question with Answer & Explanation
The o1-mini model is part of the Azure OpenAI o1 reasoning series, purpose-built for complex reasoning and multi-step problem solving.
Design and prepare a machine learning solution
Question
You manage an Azure AI Foundry project. You need to develop a solution that uses an Azure OpenAI Service model designed to support reasoning and problem solving. Which model should you use?
Options
- AGPT-4
- BEmbeddings
- Co1-mini
- DWhisper
Explanation
The o1-mini model is part of the Azure OpenAI o1 reasoning series, purpose-built for complex reasoning and multi-step problem solving.
Common mistakes.
- A. GPT-4 is a general-purpose large language model capable of many tasks but is not specifically designed with a dedicated reasoning architecture for structured problem solving the way o1-series models are.
- B. Embeddings models convert text to vector representations for semantic search and similarity tasks and have no capability to reason or solve problems.
- D. Whisper is an audio transcription model that converts speech to text and is entirely unrelated to reasoning or problem solving.
Concept tested. Azure OpenAI o1 reasoning model selection
Reference. https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models
Topics
#Azure OpenAI Service#GPT-4#Large Language Models#Model Selection
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