Jan 2, 2025

The Magic Behind GPT: How Does It Work?

Have you ever wondered how ChatGPT, or any large language model (LLM), understands your input and crafts a coherent response? 

From the moment you type your query to the instant you receive a detailed reply, there's a complex journey happening behind the scenes. 

While I’ve included a flowchart link to break down this cycle visually, let’s briefly explore the main steps that drive this incredible technology. 

Understanding the cycle can demystify how these LLM operates and highlight just how powerful they truly are. 

Overview of sequence of LLM

User Input > Tokenization > Context Management > Self-Attention > Contextual Analysis > Token Prediction > Response Generation > Return Output to User

 


LLM workflow overview

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