GENERATIVE-AI-ENGINEER-ASSOCIATE · Question #9
GENERATIVE-AI-ENGINEER-ASSOCIATE Question #9: Real Exam Question with Answer & Explanation
The correct answer is D: Check for the model and training data description to identify if the model is trained on any medical. When selecting an LLM for understanding medical documents, it’s crucial to ensure that the model is trained or fine-tuned on domain-specific data, such as medical text. The model’s performance on medical tasks will be highly dependent on whether it has been trained with relevant
Question
Generative AI Engineer needs to build an LLM application that can understand medical documents, including recently published ones. They want to select an open model available on HuggingFace's model hub. Which step is most appropriate for selecting an LLM?
Options
- APick any model in the Mistral family, as Mistral models are good with all types of use cases
- BSelect a model based on the highest number of downloads, as this indicates popularity, reliability,
- CSelect a model that is most recently uploaded, as this indicates the model is the newest and
- DCheck for the model and training data description to identify if the model is trained on any medical
Explanation
When selecting an LLM for understanding medical documents, it’s crucial to ensure that the model is trained or fine-tuned on domain-specific data, such as medical text. The model’s performance on medical tasks will be highly dependent on whether it has been trained with relevant data (e.g., clinical notes, medical literature, etc.). Therefore, reviewing the model's training data description is the most appropriate step to determine if it is suitable for understanding medical documents.
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