# OpenAI — Improved Techniques for Training Consistency Models

- Company: OpenAI (openai.com)
- Announced: 2024-06-20T00:00:00+00:00
- Category: research-paper
- Subject: GPT / ChatGPT / API
- Source: https://openai.com/index/improved-techniques-for-training-consistency-models
- Record: https://forck.live/items/740-improved-techniques-for-training-consistency-models

OpenAI describes consistency models as a new family of generative models capable of one-step high-quality sampling without adversarial training.

## Evidence

Verbatim from https://openai.com/index/improved-techniques-for-training-consistency-models:

> Consistency models are a nascent family of generative models that can sample high quality data in one step without the need for adversarial training.

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