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Parameter descriptions:

Base Model Data
Are datasources for training the base model comprehensively documented and made available? In case a distinction between base (foundation) and end (user) model is not applicable, this mirrors the end model data entries.
End User Model Data
Are datasources for training the model that the end user interacts with comprehensively documented and made available?
Base Model Weights
Are the weights of the base models made freely available? In case a distinction between base (foundation) and end (user) model is not applicable, this mirrors the end model data entries.
End User Model Weights
Are the weights of the model that the end user interacts with made freely available?
Training Code
Is the source code of dataset processing, model training and tuning comprehensively made available?
Code Documentation
Is the source code of datasource processing, model training and tuning comprehensively documented?
Hardware Architecture
Is the hardware architecture used for datasource processing and model training comprehensively documented?
Preprint
Are archived preprint(s) are available that detail all major parts of the system including datasource processing, model training and tuning steps?
Paper
Are peer-reviewed scientific publications available that detail all major parts of the system including datasource processing, model training and tuning steps?
Modelcard
Is a model card available in standardized format that provides comprehensive insight on model architecture, training, fine-tuning, and evaluation?
Datasheet
Is a datasheet as defined in "Datasheets for Datasets" (Gebru et al. 2021) available?
Package
Is a packaged release of the model available on a software repository (e.g. a Python Package Index, Homebrew)?
API and Meta Prompts
Is an API available that provides unrestricted access to the model (other than security and CDN restrictions)? If applicable, this entry also collects information on the use and availability of meta prompts.
Licenses
Is the project fully covered by Open Source Initiative (OSI)-approved licenses, including all data sources and training pipeline code?

DreamVideo

by Tongyi Lab

Video-generation model with customized subject and motion.
Video
Limited
https://dreamvideo-t2v.github.io/
ModelScopeT2V-V1.5
DreamVideo
Unknown
Tonyi Lab, a lab under Alibaba.
https://careers-tongyi.alibaba.com/home
April 2024
Availability
Base Model Data
ModelScopeT2V's data sources are not traceable for V1.5, its underlying model Stable Diffusion is also slightly problematic.
https://arxiv.org/abs/2210.08402https://arxiv.org/pdf/2308.06571
End User Model Data
For subject customization, we select subjects from image customization papers for a total of 20 customized subjects, including 9 pets and 11 objects. For motion customization, we collect a dataset of 30 motion patterns from the Internet, the UCF101 dataset, the UCF Sports Action dataset, and the DAVIS dataset. We also provide 42 text prompts used for extensive experimental validation, where the prompts are designed to generate new motions of subjects, new contexts of subjects and motions, and etc.
https://arxiv.org/pdf/2312.04433
Base Model Weights
Model made available through ModelScope.
https://modelscope.cn/models/iic/text-to-video-synthesis/summary
End User Model Weights
Model made available through ModelScope.
https://modelscope.cn/models/iic/dreamvideo-t2v/summary
Training Code
Code made available on GitHub.
https://github.com/ali-vilab/VGen
Documentation
Code Documentation
Repo thoroughly documented.
https://github.com/ali-vilab/VGen
Hardware Architecture
Training setup disclosed in paper, config published on GitHub.
https://arxiv.org/pdf/2312.04433https://github.com/ali-vilab/VGen/blob/main/configs/t2v_train.yaml
Preprint
Preprint published on arXiv.
https://arxiv.org/pdf/2312.04433
Paper
No peer-reviewed paper found.
Modelcard
Model card gives limited information.
https://modelscope.cn/models/iic/dreamvideo-t2v/summary
Datasheet
No datasheet found.
Access
Package
No package found.
API and Meta Prompts
No API found.
Licenses
No license found.
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