GENERATIVE-AI-LEADER · Question #92
At mcnz.com your AI team wants one versatile model that they can prompt or fine tune to handle text generation, multilingual translation, and question answering across 18 languages for three product…
The correct answer is B. Foundation model. A foundation model is a large model pre-trained on broad, diverse data at scale that serves as a general-purpose starting point for many downstream tasks. It can be adapted-via prompting or fine-tuning-to specific applications like text generation, translation, and Q&A across…
Question
At mcnz.com your AI team wants one versatile model that they can prompt or fine tune to handle text generation, multilingual translation, and question answering across 18 languages for three product lines. What is the term for a large pretrained model that serves as a general purpose starting point for many downstream applications?
Options
- ATask-specific model
- BFoundation model
- CVertex AI Model Garden
- DReinforcement learning agent
How the community answered
(16 responses)- B88% (14)
- C6% (1)
- D6% (1)
Explanation
A foundation model is a large model pre-trained on broad, diverse data at scale that serves as a general-purpose starting point for many downstream tasks. It can be adapted-via prompting or fine-tuning-to specific applications like text generation, translation, and Q&A across multiple languages. A task-specific model (A) is trained narrowly for one job. Vertex AI Model Garden (C) is a Google Cloud product catalog for accessing models, not a model type. A reinforcement learning agent (D) is a specific training paradigm, not a general-purpose pretrained model.
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