Generative AI and LLMs Flashcards

(28 cards)

1
Q

Generative AI

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

Large Language Model (LLM)

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

Foundation Model

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

Multimodal Model

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

Transformer

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

Attention Mechanism

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

Pre-training

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

Fine-tuning

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

Continued Pre-training

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

Instruction Tuning

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

Parameter-Efficient Fine-Tuning

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

Token

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

Tokenization

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

Context Window

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

Embedding

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

Vector Database

17
Q

Temperature

18
Q

Top-p (Nucleus Sampling)

19
Q

Prompt Engineering

20
Q

Zero-shot Learning

21
Q

One-shot Learning

22
Q

Few-shot Learning

23
Q

Chain-of-Thought (CoT) Prompting

24
Q

System Prompt

25
Prompt Template
26
Prompt Injection
27
RAG Architecture
28