Image Model

• Number of models: 21

Non-instruction Model

facebook/dinov2-base

License: apache-2.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	768	86.6M	330.0 MB	2023-07-18	eng-Latn

Citation

@misc{oquab2023dinov2,
      title={DINOv2: Learning Robust Visual Features without Supervision},
      author={Maxime Oquab and Timothée Darcet and Théo Moutakanni and Huy Vo and Marc Szafraniec and Vasil Khalidov and Pierre Fernandez and Daniel Haziza and Francisco Massa and Alaaeldin El-Nouby and Mahmoud Assran and Nicolas Ballas and Wojciech Galuba and Russell Howes and Po-Yao Huang and Shang-Wen Li and Ishan Misra and Michael Rabbat and Vasu Sharma and Gabriel Synnaeve and Hu Xu and Hervé Jegou and Julien Mairal and Patrick Labatut and Armand Joulin and Piotr Bojanowski},
      year={2023},
      eprint={2304.07193},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

facebook/dinov2-giant

License: apache-2.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1536	1.1B	4.2 GB	2023-07-18	eng-Latn

Citation

@misc{oquab2023dinov2,
      title={DINOv2: Learning Robust Visual Features without Supervision},
      author={Maxime Oquab and Timothée Darcet and Théo Moutakanni and Huy Vo and Marc Szafraniec and Vasil Khalidov and Pierre Fernandez and Daniel Haziza and Francisco Massa and Alaaeldin El-Nouby and Mahmoud Assran and Nicolas Ballas and Wojciech Galuba and Russell Howes and Po-Yao Huang and Shang-Wen Li and Ishan Misra and Michael Rabbat and Vasu Sharma and Gabriel Synnaeve and Hu Xu and Hervé Jegou and Julien Mairal and Patrick Labatut and Armand Joulin and Piotr Bojanowski},
      year={2023},
      eprint={2304.07193},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

facebook/dinov2-large

License: apache-2.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1024	304.0M	1.1 GB	2023-07-18	eng-Latn

Citation

@misc{oquab2023dinov2,
      title={DINOv2: Learning Robust Visual Features without Supervision},
      author={Maxime Oquab and Timothée Darcet and Théo Moutakanni and Huy Vo and Marc Szafraniec and Vasil Khalidov and Pierre Fernandez and Daniel Haziza and Francisco Massa and Alaaeldin El-Nouby and Mahmoud Assran and Nicolas Ballas and Wojciech Galuba and Russell Howes and Po-Yao Huang and Shang-Wen Li and Ishan Misra and Michael Rabbat and Vasu Sharma and Gabriel Synnaeve and Hu Xu and Hervé Jegou and Julien Mairal and Patrick Labatut and Armand Joulin and Piotr Bojanowski},
      year={2023},
      eprint={2304.07193},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

facebook/dinov2-small

License: apache-2.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	384	22.1M	84.0 MB	2023-07-18	eng-Latn

Citation

@misc{oquab2023dinov2,
      title={DINOv2: Learning Robust Visual Features without Supervision},
      author={Maxime Oquab and Timothée Darcet and Théo Moutakanni and Huy Vo and Marc Szafraniec and Vasil Khalidov and Pierre Fernandez and Daniel Haziza and Francisco Massa and Alaaeldin El-Nouby and Mahmoud Assran and Nicolas Ballas and Wojciech Galuba and Russell Howes and Po-Yao Huang and Shang-Wen Li and Ishan Misra and Michael Rabbat and Vasu Sharma and Gabriel Synnaeve and Hu Xu and Hervé Jegou and Julien Mairal and Patrick Labatut and Armand Joulin and Piotr Bojanowski},
      year={2023},
      eprint={2304.07193},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

facebook/webssl-dino1b-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1536	1.1B	4.2 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino2b-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	2688	2.1B	7.8 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino2b-heavy2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	2688	2.0B	7.8 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino2b-light2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	2688	2.0B	7.8 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino300m-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1024	304.0M	1.1 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino3b-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	3072	3.0B	11.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino3b-heavy2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	3072	3.0B	11.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino3b-light2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	3072	3.0B	11.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino5b-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	3584	5.0B	18.4 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino7b-full8b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	4096	7.0B	24.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino7b-full8b-378

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	4096	7.0B	24.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-dino7b-full8b-518

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	4096	7.0B	24.0 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-mae1b-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1536	1.0B	4.2 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-mae300m-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1024	304.0M	1.1 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

facebook/webssl-mae700m-full2b-224

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1280	700.0M	2.4 GB	2025-04-24	eng-Latn

Citation

@article{fan2025scaling,
  title={Scaling Language-Free Visual Representation Learning},
  author={David Fan and Shengbang Tong and Jiachen Zhu and Koustuv Sinha and Zhuang Liu and Xinlei Chen and Michael Rabbat and Nicolas Ballas and Yann LeCun and Amir Bar and Saining Xie},
  year={2025},
  eprint={2504.01017},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

nyu-visionx/moco-v3-vit-b

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	768	86.6M	330.0 MB	2024-06-03	eng-Latn

Citation

@Article{chen2021mocov3,
    author  = {Xinlei Chen* and Saining Xie* and Kaiming He},
    title   = {An Empirical Study of Training Self-Supervised Vision Transformers},
    journal = {arXiv preprint arXiv:2104.02057},
    year    = {2021},
}

nyu-visionx/moco-v3-vit-l

License: cc-by-nc-4.0

Max Tokens	Embedding dimension	Parameters	Required Memory (Mb)	Release date	Languages
not specified	1024	304.0M	1.1 GB	2024-06-03	eng-Latn

Citation

@Article{chen2021mocov3,
    author  = {Xinlei Chen* and Saining Xie* and Kaiming He},
    title   = {An Empirical Study of Training Self-Supervised Vision Transformers},
    journal = {arXiv preprint arXiv:2104.02057},
    year    = {2021},
}