Wednesday, August 21, 2024

Basic Concepts & Terminology of Generative AI

 What is Prompt - In Generative AI (GenAI), a Prompt is the input you provide to the AI model to generate a response. This input can be in the form of text, images, audio, or other data types, depending on the capabilities of the model.

What is Completion - In Generative AI (GenAI), Completion refers to the output generated by the AI model in response to a given prompt. This term is commonly used in the context of language models like GPT-4, where the model “completes” the input text provided by the user

What is Inference - In Generative AI (GenAI), Inference is the process where a trained AI model applies the knowledge it has learned during training to new, unseen data to generate predictions, make decisions, or produce outputs.

Please note:-  the Model is usually referred to as the Foundation Model in GEN AI

The below diagram shows the flow of above all 


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