Foundational Generative AI E0 | Competency Id 80302 | Quiz Answers | Set 2

Which of the following is a closed source large language model?

○ GPT-3

○ T5

○ Openlm

○ All of the above

Answer: GPT-3

What is one major ethical concern in the use of generative Al?

○ Efficient data storage

○ Model interpretability

○ Creation of biased content

○ Faster model training

Answer: Creation of biased content

In prompt engineering, why is it important to specify the desired format or structure of the response?

○ LLMs are not capable of generating responses in specific formats.

○ It helps guide the LLM to produce responses that match the desired criteria.

○ Specifying the format is unnecessary and may limit the LLM's creativity

○ LLMs are automatically trained to follow specific response formats.

Answer: It helps guide the LLM to produce responses that match the desired criteria.

Choose the Generative Al models for language from the following

○ Generative Adversarial Networks

○ Diffusion models

○ Generative Pre-trained Transformer

○ None of the above

Answer: Generative Pre-trained Transformer

What does "one-shot" prompting refer to in the context of LLMs?

○ Providing a single prampt or query to the LLM fof generating responses.

○ Training the LLM using one example of the desired task

○ Using one LLM model for muluple tasks simultaneously

○ Prompting the LLM with a single word for generating complex responses

Answer: Training the LLM using one example of the desired task

Choose the Generative Al models for language from the following

○ Generative Adversarial Networks

○ Diffusion models

○ Generative Pre-trained Transformer

○ None of the above

Answer: Generative Pre-trained Transformer

Which of the following statements is true about open source large language models?

○ They cannot be modified by users

○ Their development is typically controlled by one company

○ They allow for community contributions and improvements

○ They are generaly proprietary in nature..

Answer: They allow for community contributions and improvements

Which is not a limitation of using closed source LLMs?

○ There can be data privacy concerns preventing you from sharing data with the LLM creators

○ Consistently using closed source LLMs for various use cases can incur high costs

○ Closed-source LLMs may have limitations in terms of customization and fine-tuning for specific applications or domains

○ Closed source LLMs are always less accurate and perform poorly compared to open-source LLMs

Answer: Consistently using closed source LLMs for various use cases can incur high costs

Generative Al models are statistical models that learn to generate new data by analyzing existing data. Say True or False

Answer: TRUE

A news agency wants to use Al to create unique news articles based on a given topic. This is an example for which kind of generative Al use case

○ Question and Answers Generation

○ Content Generation

○ Content Summarization

○ All the above

Answer: Content Generation

Which of the following is a characteristic of a foundation model?

○ It is typically trained on a small dataset

○ It is specialized for a specific task

○ It is trained on a large and diverse dataset

○ It performs well out-of-the-box without fine-tuning

Answer: It is trained on a large and diverse dataset

Which characteristic is common to closed source large language models?

○ Open licensing

○ Publicly available source code

○ Proprietary technology

○ Community contributions

Answer: Proprietary technology

Which of the following is a Generative Al Application?

○ A company wants to use Al to generate personalized meal plans based on individual dietary preferences

○ A teacher wants to use Al to generate questions for quizzes based on a given topic .

○ A language teacher wants to create Al-based exercises to help students learn new vocabulary

○ AIl the above

Answer: All the above

What is one challenge in ensuring faimess in generative Al?

○ Unbiased model training

○ Using diverse and representative training data

○ Ignoring model biases

○ Focusing only on accuracy metrics

Answer: Using diverse and representative training data

Can I generate code using Generative Al models? Judge its True or False

Answer: TRUE

Which of the following is a disadvantage of open source large language models?

○ Lack of transparency

○ Limited customization

○ Proprietary licensing

○ Potential for less controlled use

Answer: Potential for less controlled use

When prompting an LLM for a text generation task, what is the benefit of providing context or background information in the prompt?

○ It adds unnecessary complexity to the prompt.

○ It helps the LLM understand the context and generate more relevan content

○ It confuses the LLM and leads to incorrect responses.

○ It has no impact on the LLM's performance

Answer: It helps the LLM understand the context and generate more relevan content