Open-Sora Plan v1.2

Advanced model architecture for text-to-video generation.

CommonProductVideoVideo GenerationText to Video

Open-Sora Plan v1.2 is an open-source video generation model focused on converting text to video. It employs a 3D full attention architecture, optimizing the visual representation of videos and improving inference efficiency. This model introduces innovation in video generation, better capturing joint spatial-temporal features and providing new technological pathways for the automatic generation of video content.

Utilizes a 2+1D model architecture for rapid text-to-video generation tasks.
Optimizes the CausalVideoVAE structure to deliver better compressed visual representation and inference efficiency.
Employs a 3D full attention architecture to enhance understanding of the world.
Open-source release
including code
data
and models
to foster community development.
Trained on the Kinetic400 video dataset with fine-tuning using EMA weights.
Utilizes metrics such as PSNR

\The target audience includes researchers and developers in the field of video generation who require advanced technology to enhance the automatic generation capabilities of video content. Open-Sora Plan offers a powerful tool to help them explore and achieve higher quality video generation.\

Researchers use Open-Sora Plan v1.2 to generate high-quality instructional videos.
Content creators leverage this model to automatically generate video content
improving production efficiency.
Businesses use Open-Sora Plan for the automatic generation of product demonstration videos.

1. Visit the GitHub page for Open-Sora Plan v1.2 to learn about the model's basic information and usage conditions.
2. Download and install the required dependencies and tools to ensure environment compatibility.
3. Set up the training environment and prepare the dataset based on the provided code and documentation.
4. Run the training script to initiate the model training process.
5. Use the trained model for text-to-video generation tasks.

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515580771

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37.20%

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