![]() Promptįathers brought forth on this continent, a new nation, conceived in Liberty, and dedicated to the proposition that all men are created equal. Given the first words of famous content, the model is able to accurately continue the text. The examples below demonstrate this behavior. It's as if we're saying What is the first thing that comes to your mind when I say ?”. As with all generative language models, GPT models attempt to produce the next series of words that are most likely to follow from the previous text. Text prompts are how users interact with GPT models. This section covers the basic concepts and elements of GPT prompts. However it's important to understand that each model behaves differently, so the learnings may not apply equally to all models. It attempts to capture general concepts and patterns that apply to all GPT models. The goal of this article is to help get you started with this learning process. In practice, the prompt acts to configure the model weights to complete the desired task, but it's more of an art than a science, often requiring experience and intuition to craft a successful prompt. This makes prompt construction an important skill to develop. ![]() ![]() While these models are extremely powerful, their behavior is also very sensitive to the prompt. This completion is the model’s continuation of the input text. With prompt-based models, the user interacts with the model by entering a text prompt, to which the model responds with a text completion. GPT-3, GPT-3.5, and GPT-4 models from OpenAI are prompt-based. ![]()
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