---
title: "Frequency Penalty"
description: "Frequency Penalty is a parameter used in Generative AI models,
particularly in language models, to control
the repetition of generated content. It penalizes the model for repeatedly generating the same words or phrases,
thereby encouraging diversity and novelty in the output. This parameter is adjustable, allowing users to
balance between repetitiveness and creativity according to their specific needs."
canonical_url: "https://promptmetheus.com/resources/llm-knowledge-base/frequency-penalty"
---

> Index of every page on this site: [llms.txt](https://promptmetheus.com/llms.txt)

Frequency Penalty is a parameter used in [Generative AI](https://promptmetheus.com/resources/llm-knowledge-base/generative-ai) models,
particularly in language models, to control
the repetition of generated content. It penalizes the model for repeatedly generating the same words or phrases,
thereby encouraging diversity and novelty in the output. This parameter is adjustable, allowing users to
balance between repetitiveness and creativity according to their specific needs.

For some models the frequency penalty can also be negative, which encourages repetition.

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