RAG LLM

RAG LLM

University

7 Qs

quiz-placeholder

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RAG LLM

RAG LLM

Assessment

Quiz

Information Technology (IT)

University

Hard

Created by

Daniel K

Used 1+ times

FREE Resource

7 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

I want my LLM to help me with my task, which is described in a two page PDF. What technique should I use ? 

Prompt engineering: add knowledge in the prompt  

RAG to retrieve information from the PDF 

Fine-tune the model on the PDF 

RAG + fine-tune 

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

I want to create an LLM that could answer to my clients. To train it, I have a lot of past conversations with clients and I asked my employees to produce a few high quality responses to some generic questions. What technique should I use ? 

Prompt engineering: add knowledge in the prompt  

RAG to retrieve information from the quality responses  

Fine-tune the model on past conversations and quality responses afterwards 

Fine-tuning + prompt engineering 

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Where does the biases come from in AI models ? (stereotypes in LLMs) 

It comes from the data the models are trained on  

It comes from the own biases of the researchers that produce the LLMs 

It comes from the pre-processing of data 

A combination of all of the above 

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is referred as the “sequence length” in a LLM ? 

Max number of words a LLM can take as input  

Max number of tokens a LLM can take as input  

Max number of words a LLM can output 

Max number of tokens a LLM can output 

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the field in which AI has the most potential ? 

Write code  

Make code reviews 

Detect root cause issues in software services  

Provide first level support to customers  

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the end, what does “generative” mean in generative AI ? 

Those AI models are creative, they produce unexpected outputs  

It refers to the auto-regression process: it predicts one word after the other 

Well, those AI models are the only machine learning models that generate something 

It is just a buzz word, in the end, all machine learning models generate something 

7.

MULTIPLE SELECT QUESTION

45 sec • 1 pt

What is the current bottle neck in the development of AI ? 

The lack of data (text, image,…) 

The lack of experts  

The lack of a better neural network architecture (better than transformers) 

The lack of applications with added values