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Dell EMC D-GAI-F-01 Exam - Topic 4 Question 40 Discussion

What are the three broad steps in the lifecycle of Al for Large Language Models?
A) Training, Customization, and Inferencing
B) Preprocessing, Training, and Postprocessing
C) Initialization, Training, and Deployment
D) Data Collection, Model Building, and Evaluation

Dell EMC D-GAI-F-01 Exam - Topic 4 Question 40 Discussion

Actual exam question for Dell EMC's D-GAI-F-01 exam
Question #: 40
Topic #: 4
[All D-GAI-F-01 Questions]

What are the three broad steps in the lifecycle of Al for Large Language Models?

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Suggested Answer: A

Training: The initial phase where the model learns from a large dataset. This involves feeding the model vast amounts of text data and using techniques like supervised or unsupervised learning to adjust the model's parameters.


Customization: This involves fine-tuning the pretrained model on specific datasets related to the intended application. Customization makes the model more accurate and relevant for particular tasks or industries.

Inferencing: The deployment phase where the trained and customized model is used to make predictions or generate outputs based on new inputs. This step is critical for real-time applications and user interactions.

Contribute your Thoughts:

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Lyda
1 day ago
C seems off, I don't see "Initialization" as a step.
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Ahmad
7 days ago
I’m surprised no one mentioned D, that sounds right too.
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Jennie
12 days ago
Wait, isn't it more about B? Preprocessing is crucial!
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Maurine
17 days ago
Totally agree with A, makes the most sense.
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Dorethea
22 days ago
I think it's A! Training is key.
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Benedict
27 days ago
I feel like "Data Collection" is definitely one of the steps, but I'm confused about the others.
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Paola
1 month ago
I practiced a question similar to this, and I think it was about training and evaluation, but I can't remember the third step.
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Nettie
1 month ago
I remember something about preprocessing being important, but I can't recall if it's part of the lifecycle or just a separate step.
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Cyril
1 month ago
I think the steps might be related to training and deployment, but I'm not sure about the exact terms used.
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