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| Model | Description | Huggingface |
|---|---|---|
| CogVideoX-I2V-5B V1.0 (Stage 1 - Motion Control) | Paper Weight v1.0 | Download |
| CogVideoX-I2V-5B (Stage 2 - Motion + In-N-Out Control) | Paper Weight v1.0 | Download |
| Wan2.2-TI2V-5B (Stage 1 - Motion Control) | New Weight v1.5 on 704P | Download |
| Wan2.2-TI2V-5B (Stage 2 - Motion + In-N-Out Control) | New Weight v1.5 on 704P | Download |
| Wan2.2-TI2V-5B (Stage 2 - Motion + In-N-Out Control) | New Weight v1.6 on Arbitrary Resolution | Download |
1@article{wang2025frame,
2 title={Frame In-N-Out: Unbounded Controllable Image-to-Video Generation},
3 author={Wang, Boyang and Chen, Xuweiyi and Gadelha, Matheus and Cheng, Zezhou},
4 journal={arXiv preprint arXiv:2505.21491},
5 year={2025}
6}