Key models overview (GPT, DALL-E, Stable Diffusion) in Prompt Engineering / GenAI - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is GPT and what is it mainly used for?

GPT (Generative Pre-trained Transformer) is a language model designed to understand and generate human-like text. It is mainly used for tasks like writing, answering questions, and chatting.

beginner

What does DALL-E do?

DALL-E is a model that creates images from text descriptions. You give it words, and it draws pictures that match those words.

intermediate

How does Stable Diffusion generate images?

Stable Diffusion creates images by starting with random noise and gradually improving it to match a text description, like slowly focusing a blurry photo until it becomes clear.

beginner

What is a common feature of GPT, DALL-E, and Stable Diffusion?

All three models generate new content based on input prompts: GPT generates text, DALL-E and Stable Diffusion generate images from text prompts.

beginner

Why are models like GPT, DALL-E, and Stable Diffusion called 'generative'?

They are called generative because they create new content (text or images) rather than just analyzing or classifying existing data.

What type of data does GPT primarily work with?

A Text

B Images

C Audio

D Video

GPT is a language model designed to work with text data.

Which model creates images from text descriptions?

A Both B and D

B DALL-E

C GPT

D Stable Diffusion

Both DALL-E and Stable Diffusion generate images from text prompts.

How does Stable Diffusion start the image creation process?

A By writing text

B By recording audio

C By selecting existing images

D By starting with random noise

Stable Diffusion begins with random noise and refines it into an image.

What is the main purpose of generative AI models?

A To delete data

B To classify data

C To generate new content

D To compress files

Generative AI models create new content like text or images.

Which model would you use to generate a story?

A DALL-E

B GPT

C None of these

D Stable Diffusion

GPT is designed to generate text, such as stories.

Explain in simple terms how GPT, DALL-E, and Stable Diffusion differ in what they create.

Think about what each model produces as output.

Describe why generative models like GPT, DALL-E, and Stable Diffusion are important in AI.

Consider how these models help people make things.