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  ---
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- license: apache-2.0
 
 
 
 
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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).
@@ -56,4 +60,4 @@ If you find our work helpful, please cite our paper:
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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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  ---
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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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+
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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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+
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  ## Update and News
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+
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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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+ }