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Generative AI Interview Questions and Answers
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Questions
Generative AI
0
votes
What strategies do you use to ensure stability and convergence in training generative models?
asked
Jun 17
in
Generative AI
by
SakshiSharma
convergence
training
generative
models
0
votes
How do you train a generative model effectively with limited or noisy data?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
model
0
votes
Have you implemented conditional generative models? If so, what techniques did you use for conditioning?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
models
0
votes
Can you explain the concept of latent space in generative models?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
models
0
votes
What ethical considerations are crucial when deploying generative models, and how do you address them?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
models
0
votes
How do you handle mode collapse in Generative Adversarial Networks (GANs)?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
adversarial
networks
0
votes
Can you describe a challenging project involving generative models that you've tackled?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
models
0
votes
How do you assess the quality of generated samples from a generative model?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
model
0
votes
What types of generative models have you worked with, and in what contexts?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
models
0
votes
Could you elucidate the fundamental differences between discriminative and generative models in machine learning?
asked
Jun 17
in
Generative AI
by
SakshiSharma
discriminative
generative
models
0
votes
How does Generative AI work?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
ai
work
0
votes
What is Generative AI?
asked
Jun 17
in
Generative AI
by
SakshiSharma
generative
ai
0
votes
A research team is training a generative AI model to produce text summaries of news articles. They want to ensure the generated summaries are accurate and do not propagate misinformation. What approach should they take?
asked
Jun 14
in
Generative AI
by
rajeshsharma
generative
ai
model
0
votes
Which of the following is missing in the prompt given below?
asked
Jun 14
in
Generative AI
by
rajeshsharma
prompt
0
votes
What benefits do Guardrails offer?
asked
Jun 14
in
Generative AI
by
rajeshsharma
guardrails-offer
0
votes
How does RAG ensure the generated responses are contextually relevant to the query and retrieved passages?
asked
Jun 14
in
Generative AI
by
rajeshsharma
rag
generated
response
0
votes
Sarah is working on a project in Python and needs to implement a function to calculate the Fibonacci sequence. However, she is not sure about the syntax and the most efficient algorithm to use. Which tool can Sarah leverage to assist her in this situation?
asked
Jun 14
in
Generative AI
by
rajeshsharma
fibonacci
sequence
0
votes
Can code generated by Generative AI tools owned by others lead to any legal issues for the organization?
asked
Jun 13
in
Generative AI
by
rajeshsharma
generative
ai
tools
0
votes
What is "data drift" in the context of GenAI accountability?
asked
Jun 13
in
Generative AI
by
rajeshsharma
data
drift
0
votes
If you want more non-deterministic response from any text generating tools, which value of the temperature parameter would you choose?
asked
Jun 13
in
Generative AI
by
rajeshsharma
non-deterministic
response
0
votes
You are a new joinee in TCS and you are given access to the TCS AI Experience Zone for Azure. From the given options below choose the correct option?
asked
Jun 13
in
Generative AI
by
rajeshsharma
tcs
ai
experience
zone
for
azure
0
votes
An e-commerce platform is deploying generative AI to generate product descriptions. They want the descriptions to be informative and persuasive. Which prompt engineering technique would be most effective in achieving this objective?
asked
Jun 13
in
Generative AI
by
rajeshsharma
ai
to
generate
product
descriptions
0
votes
What is the role of Guardrails in governing the usage of AI systems?
asked
Jun 13
in
Generative AI
by
rajeshsharma
ai
systems
0
votes
Which of the following is missing in the prompt given below?
asked
Jun 13
in
Generative AI
by
rajeshsharma
prompt
0
votes
In the following Python code snippet, what is the purpose of the `skip_special_tokens=True` argument?
asked
Jun 13
in
Generative AI
by
rajeshsharma
python
code
snippet
0
votes
How can finetuning the embedding model benefit retrieval performance?
asked
Jun 13
in
Generative AI
by
rajeshsharma
embedding
model
benefit
retrieval
performance
0
votes
What is the purpose of Re-ranking step in RAG pipeline?
asked
Jun 13
in
Generative AI
by
rajeshsharma
rag
pipeline
0
votes
What is AI governance?
asked
Jun 13
in
Generative AI
by
rajeshsharma
ai
governance
0
votes
Consider the following Python code snippet:
asked
Jun 13
in
Generative AI
by
rajeshsharma
python
code
snippet
0
votes
In a scenario where you want to generate a paragraph discussing a specific topic, which component of a RAG model would you primarily rely on?
asked
Jun 11
in
Generative AI
by
SakshiSharma
rag
model
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