Intro to Gen AI

Turn

A single exchange between a user and the model, typically consisting of a prompt from the user and a response from the model.

What are some of the major tasks types?

Rating, Response Writing, Response Writing Required Research, Response Editing, Prompt Writing, and Multi-Turn Conversations

Response

The output produced by a large language model in reaction to a given prompt

Model Training

The process of teaching a model by feeding it large amounts of data to learn from so that it can make accurate predictions or perform tasks more effectively

Reinforcing learning from Human Feedback (RLHF)

a learning approach where a model improves its performance by receiving feedback on its outputs from humans and using that feedback to produce better output in the future.

Prompt

some input text given to a large language model to guide its response or action.

Generative AI

type of AI that creates new data by learning patterns from existing data and generating similar, but original content; AI models that produce text as large language models; chatsbots are a particular form of language models that typically use RLHF to better adhere to instructions.

Hallucination

when a large language model generates false or unverifiable information.

What are some examples of Response Writing?

Generalization, Summarization, Open Q&A, Brainstorming, Classification, and Extraction

Task

In our context, the action of developing or curating training data for a large language model to learn from.