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README.md
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---
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pipeline_tag: any-to-any
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library_name: transformers
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tags:
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- text-to-image
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- image-editing
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- image-understanding
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- vision-language
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- multimodal
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- unified-model
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license: mit
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---
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# UniPic3-Consistency-Model
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<p align="center">
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<a href="https://github.com/SkyworkAI/UniPic">GitHub</a> ·
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<a href="https://github.com/SkyworkAI/UniPic/stargazers">Stars</a> ·
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<a href="https://github.com/SkyworkAI/UniPic/network/members">Forks</a>
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</p>
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---
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## Introduction
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**UniPic3-Consistency-Model** is a few-step image editing and multi-image composition model based on **Consistency Flow Matching (CM)**.
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The model learns a *trajectory-consistent* mapping from noisy latent states to clean images, enabling **stable generation with strong structural consistency**.
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It is distilled from **UniPic-3** to support **fast inference (≤8 steps)** while preserving composition correctness.
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The model is especially suitable for scenarios requiring **geometric alignment** and **semantic coherence**, such as multi-image composition and human–object interaction (HOI).
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---
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