HyperAI超神经

1. Tutorial Introduction

This tutorial uses a single RTX 4090 card as the resource, and the video generation takes about 10 minutes. It is recommended to use a GPU with 80GB of memory for better generation quality.

HunyuanCustom is a multimodal custom video generation framework released by the Tencent Hunyuan team on May 9, 2025. It is a multimodal, conditionally controllable generation model centered on subject consistency built on the Hunyuan Video generation framework. It supports the generation of subject-consistent videos conditioned on text, image, audio, and video inputs. With the multimodal capabilities of HunyuanCustom, numerous downstream tasks can be accomplished. For example, by taking multiple pictures as input, HunyuanCustom can facilitate virtual human advertising and virtual makeup trials. The relevant paper results are "HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation".

This workflow tutorial uses the following model files in total:

hunyuan_video_custom_720p_fp8_scaled.safetensors
llava_llama3_fp16.safetensors
hunyuan_video_vae_bf16.safetensors
clip_l.safetensors

2. Project Examples

Multimodal video customization

Various applications

3. Operation steps

1. After starting the container, click the API address to enter the Web interface

If "Bad Gateway" is displayed, it means the model is initializing. Since the model is large, please wait about 2-3 minutes and refresh the page.

2. Functional Demonstration

How to use

The first clone requires manual import of the workflow file for loading

Image Generation Video

Select image

Input Prompt

Result Output

4. Discussion

🖌️ If you see a high-quality project, please leave a message in the background to recommend it! In addition, we have also established a tutorial exchange group. Welcome friends to scan the QR code and remark [SD Tutorial] to join the group to discuss various technical issues and share application effects↓

Citation Information

The citation information for this project is as follows:

@misc{hu2025hunyuancustom,
      title={HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation}, 
      author={Teng Hu and Zhentao Yu and Zhengguang Zhou and Sen Liang and Yuan Zhou and Qin Lin and Qinglin Lu},
      year={2025},
      eprint={2505.04512},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2505.04512}, 
}