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stabilityai / sv4d2.0
Model's Last Updated: April 04 2025
Introduction of sv4d2.0
Model Details of sv4d2.0
Stable Video 4D 2.0
Stable Video 4D 2.0 (SV4D 2.0)
is a generative model based on
Stable Video 4D (SV4D)
, which takes in a single-view video of an object and generates multiple novel-view videos (4D image matrix) of that object.
Please note: For individuals or organizations generating annual revenue of US $1,000,000 (or local currency equivalent) or more, regardless of the source of that revenue, you must obtain an enterprise commercial license directly from Stability AI before commercially using SV4D 2.0, or any derivative work of SV4D 2.0 or its outputs, such as “fine tune” or “low-rank adaption” models. You may submit a request for an Enterprise License at https://stability.ai/enterprise . Please refer to Stability AI’s Community License, available at https://stability.ai/license , for more information.
Model Description
- Developed by : Stability AI
- Model type : Generative video-to-video model
- Model details : This model is trained to generate 48 images (12 video frames x 4 camera views) at 576x576 resolution, given a reference video of 12 frames of the same size. The generated 12x4 image matrix can be viewed as 4 videos (12 frames each), showing how the dynamic object looks from 4 different camera angles specified by the user. We also release an 8-view model that generates 5 frames x 8 views at a time (same as SV4D). To generate longer novel-view videos, we use the first generated frames as reference, and then sample the remaining frames in an auto-regressive manner. Please check our arxiv paper and video summary for details.
License
- Community License: Free for research, non-commercial, and commercial use by organizations and individuals generating annual revenue of US $1,000,000 (or local currency equivalent) or less, regardless of the source of that revenue. If your annual revenue exceeds US $1M, any commercial use of this model or derivative works thereof requires obtaining an Enterprise License directly from Stability AI. You may submit a request for an Enterprise License at https://stability.ai/enterprise . Please refer to Stability AI’s Community License, available at https://stability.ai/license , for more information.
Model Sources
- Repository : https://github.com/Stability-AI/generative-models
- Project page : https://sv4d20.github.io
- arXiv paper : https://arxiv.org/pdf/2503.16396
- Video summary : https://youtu.be/dtqj-s50ynU?feature=shared
Training Dataset
We use renders from the Objaverse-XL dataset, available under the Open Data Commons Attribution License, utilizing our enhanced rendering method that more closely replicates the distribution of images found in the real world, significantly improving our model's ability to generalize. We filter objects based on the review of licenses and curated a subset suitable for our training needs.
Usage
For usage instructions, please refer to our generative models GitHub repository
Intended Uses
Intended uses include the following:
- Generation of artworks and use in design and other artistic processes.
- Applications in educational or creative tools.
- Research on generative models, including understanding the limitations of generative models.
All uses of the model should be in accordance with our Acceptable Use Policy .
Out-of-Scope Uses
The model was not trained to be factual or true representations of people or events. As such, using the model to generate such content is out-of-scope of the abilities of this model.
Safety
As part of our safety-by-design and responsible AI deployment approach, we implement safety measures throughout the development of our models, from the time we begin pre-training a model to the ongoing development, fine-tuning, and deployment of each model. We have implemented a number of safety mitigations that are intended to reduce the risk of severe harms. However, we recommend that developers conduct their own testing and apply additional mitigations based on their specific use cases.
For more about our approach to Safety, please visit our
Safety page
.
Contact
Please report any issues with the model or contact us:
- Safety issues: [email protected]
- Security issues: [email protected]
- Privacy issues: [email protected]
- License and general: https://stability.ai/license
- Enterprise license: https://stability.ai/enterprise
Runs of stabilityai sv4d2.0 on huggingface.co
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