Generative AI

What does diffusion model consists of?

1)Forward Diffusion Model -> adding noise to image 2)Reverse Diffusion Model -> removing the noise of an image

What is a LLM (Large Language Model)?

A type of AI that generates coherent human like text

What is Machine Language a subset of?

AI

What is Deep Learning a subset of?

Machine Language

Why is the output of the LLM called - "Non - determenistic"?

The output for same prompt will change every time.

What is a input token?

When you give a sentence to foundation model. It breaks the sentence into tokens. The tokens can be word or word parts. Each token is converted into a numeric id so the model can recognize.

What type of data LLM is trained on?

text data

What is Gen AI a subset of?

Deep Learning

What is the model used to generate image from text?

Diffusion Model

What is Amazon Titan?

High performing foundation model provided by AWS. It is a multi-modal.

What is a Multimodal?

It can take varied types of inputs and outputs like - audio, image, text and video.

What does Gen AI do?

It generates new data that is similar to the data that it is trained on.