Unit: Large Language Models
Lesson: LLMs
Understanding LLMs
Key Components of LLMs
Applications and Responsible Use of LLMs
Code Your Own LLM Application (Optional)
LLM Quiz
Additional Resources (Optional)
The physical size of the computers they run on
The number of languages they know
The billions of parameters they contain
The amount of storage space they use
A timer that limits response time
The input or instruction given to the LLM
A scoring system for accuracy
A type of computer processor
A device that controls electricity
An advanced type of deep neural network
A program that translates between languages
A data storage system
To save processing power
To understand relationships between words in context
To correct spelling mistakes
To make the model run faster
By downloading information directly from the internet
Through pre-training on vast texts followed by fine-tuning
By copying human brain patterns
Through trial and error only
By translating words into multiple languages
By storing definitions of words
By counting word frequencies
By creating a numerical space where semantic relationships are preserved
They are stored in separate databases
They are translated into different languages
They cluster together in the number space
They are assigned random numbers