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

RAG LLM

Quiz
•
Information Technology (IT)
•
University
•
Hard
Daniel K
Used 1+ times
FREE Resource
7 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
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
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