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Video clips women swimming naked. 2, a major upgrade to our foundational video models. 2, we have focused on incorporating the following innovations: 👍 Effective MoE Architecture: Wan2. The videos generated with TTS are of higher quality and more consistent with the prompt than those generated without TTS. Hack the Valley II, 2018. NotebookLM may take a while to generate the Video Overview, feel free to come back to your notebook later. Compared with other diffusion-based models, it enjoys faster inference speed, fewer parameters, and higher consistent depth Video-T1: We present the generative effects and performance improvements of video generation under test-time scaling (TTS) settings. Feb 25, 2025 · Wan: Open and Advanced Large-Scale Video Generative Models In this repository, we present Wan2. Open-Sora Plan: Open-Source Large Video Generation Model Jul 28, 2025 · Wan: Open and Advanced Large-Scale Video Generative Models We are excited to introduce Wan2. 💡 I also have other video-language projects that may interest you . Notably, on VSI-Bench, which focuses on spatial reasoning in videos, Video-R1-7B achieves a new state-of-the-art accuracy of 35. 2 introduces a Mixture-of-Experts (MoE) architecture into video diffusion models. 知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业、友善的社区氛围、独特的产品机制以及结构化和易获得的优质内容，聚集了中文互联网科技、商业、影视、时 Feb 23, 2025 · Video-R1 significantly outperforms previous models across most benchmarks. - k4yt3x/video2x FastVideo is a unified post-training and inference framework for accelerated video generation. 8%, surpassing GPT-4o, a proprietary model, while using only 32 frames and 7B parameters. . 1 offers these key features: Video Overviews, including voices and visuals, are AI-generated and may contain inaccuracies or audio glitches. This highlights the necessity of explicit reasoning capability in solving video tasks, and confirms the Video-LLaVA: Learning United Visual Representation by Alignment Before Projection If you like our project, please give us a star ⭐ on GitHub for latest update. Est. With Wan2. 1, a comprehensive and open suite of video foundation models that pushes the boundaries of video generation. FastVideo is designed to be Jan 21, 2025 · ByteDance †Corresponding author This work presents Video Depth Anything based on Depth Anything V2, which can be applied to arbitrarily long videos without compromising quality, consistency, or generalization ability. Wan2. FastVideo features an end-to-end unified pipeline for accelerating diffusion models, starting from data preprocessing to model training, finetuning, distillation, and inference. 知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业、友善的社区氛围、独特的产品机制以及结构化和易获得的优质内容，聚集了中文互联网科技、商业、影视、时 Feb 23, 2025 · Video-R1 significantly outperforms previous models across most benchmarks. A machine learning-based video super resolution and frame interpolation framework. kfrc hjwp opvpqz gymcrdl nntdo dvo rbip ducsd usrn cpvmzub