---
tags:
- text-to-image
- stable-diffusion

language:
- en
library_name: diffusers
---

# IP-Adapter-FaceID Model Card


<div align="center">

[**Project Page**](https://ip-adapter.github.io) **|** [**Paper (ArXiv)**](https://arxiv.org/abs/2308.06721) **|** [**Code**](https://github.com/tencent-ailab/IP-Adapter)
</div>

---



## Introduction

An experimental version of IP-Adapter-FaceID: we use face ID embedding from a face recognition model instead of CLIP image embedding, additionally, we use LoRA to improve ID consistency. IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts. 

![results](./ip-adapter-faceid.jpg)


## Limitations and Bias
- The model does not achieve perfect photorealism and ID consistency.
- The generalization of the model is limited due to limitations of the training model, generative model and face recognition model.



## Non-commercial use
**This model is released exclusively for research purposes and is not intended for commercial use.**