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.