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README.md
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license:
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---
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# KALEIDO: OPEN-SOURCED MULTI-SUBJECT REFERENCE VIDEO GENERATION MODEL
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This repository contains the official implementation of **Kaleido**, proposed in our paper:
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<a href="https://arxiv.org/abs/2510.18573#">
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<img src="https://img.shields.io/badge/arXiv-2510.18573-B31B1B.svg" style="vertical-align: middle;">
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</a>
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## Update and News
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* 2025.10.28: 🔥 We release the checkpoints of Kaleido-14B-S2V.
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* 2025.10.22: 🔥 We propose **Kaleido**, a novel multi-subject reference video generation model.
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### Checkpoints Download
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<!-- **Note:** Due to double-blind review requirements, we do not provide the checkpoint download link here. -->
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| ckpts | Download Link | Notes |
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|--------------|---------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------|
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| Kaleido-14B | 🤗 [Huggingface](https://huggingface.co/Crilias/Kaleido-14B-S2V/tree/main) | Supports 512P
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Use the following commands to download the model weights
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(We have integrated both Wan VAE and T5 modules into this checkpoint for convenience).
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archivePrefix={arXiv},
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2510.18573},
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}
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license: mit
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language:
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- en
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base_model:
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- Wan-AI/Wan2.1-T2V-14B
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---
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# KALEIDO: OPEN-SOURCED MULTI-SUBJECT REFERENCE VIDEO GENERATION MODEL
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This repository contains the official implementation of **Kaleido**, proposed in our paper:
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<a href="https://arxiv.org/abs/2510.18573#">
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<img src="https://img.shields.io/badge/arXiv-2510.18573-B31B1B.svg" style="vertical-align: middle;">
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</a>
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## Update and News
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* 2025.10.28: 🔥 We release the checkpoints of Kaleido-14B-S2V.
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* 2025.10.22: 🔥 We propose **Kaleido**, a novel multi-subject reference video generation model.
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*
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### Checkpoints Download
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Use the following commands to download the model weights
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(We have integrated both Wan VAE and T5 modules into this checkpoint for convenience).
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archivePrefix={arXiv},
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2510.18573},
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}
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