Foundation Models Quiz

Foundation Models Quiz

University

10 Qs

quiz-placeholder

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Foundation Models Quiz

Foundation Models Quiz

Assessment

Quiz

Engineering

University

Hard

Created by

Deepan Sivakumar

FREE Resource

10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

What is a foundation model?

A model trained for a single, narrow task

A small model used for initialization

A large pre-trained model adaptable to multiple tasks

A model specifically for reinforcement learning

2.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

Which of the following is a foundation model?

SVM

ResNet-18

GPT-4

k-NN

3.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

Foundation models are usually trained using:

Supervised learning only

Unsupervised or self-supervised learning on massive data

Reinforcement learning

Small labeled datasets

4.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

What enables foundation models to generalize across tasks?

Task-specific optimization

Handcrafted features

Large-scale training on diverse data

Shallow architecture

5.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

Which of the following is a challenge in foundation models?

Lack of scalability

Inability to pre-train

Hallucination and bias

Too few parameters

6.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

What is fine-tuning in the context of foundation models?

Reducing model parameters

Training from scratch

Adapting a pre-trained model to a specific task

Testing the model performance

7.

MULTIPLE CHOICE QUESTION

30 sec • 2 pts

Which of the following foundation models is designed for both vision and language tasks?

YOLO

BERT

CLIP

DeepSpeech

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