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Video hd ebony sexy. 18] 🔥 In progress. 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. The model supports image-to-video, keyframe-based 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. 2, we have focused on incorporating the following innovations: 👍 Effective MoE Architecture: Wan2. FastVideo is a unified post-training and inference framework for accelerated video generation. 20] 🙏 Thanks to Kijai for developing the ComfyUI nodes for MAGREF and FP8-quantized Hugging Face mode! Feel free to try them out and add MAGREF to your workflow. This highlights the necessity of explicit reasoning capability in solving video tasks, and confirms the 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 Jul 28, 2025 · Wan: Open and Advanced Large-Scale Video Generative Models We are excited to introduce Wan2. . Wan2. With Wan2. Compared with other diffusion-based models, it enjoys faster inference speed, fewer parameters, and higher consistent depth MAGREF: Masked Guidance for Any-Reference Video Generation 🔥 News [2025. The model is trained on a large-scale dataset of diverse videos and can generate high-resolution videos with realistic and diverse content. Feb 25, 2025 · Wan: Open and Advanced Large-Scale Video Generative Models In this repository, we present Wan2. 06. It can generate 30 FPS videos at 1216×704 resolution, faster than it takes to watch them. [2025. FastVideo features an end-to-end unified pipeline for accelerating diffusion models, starting from data preprocessing to model training, finetuning, distillation, and inference. 2, a major upgrade to our foundational video models. About 🎬 卡卡字幕助手 | VideoCaptioner - 基于 LLM 的智能字幕助手 - 视频字幕生成、断句、校正、字幕翻译全流程处理！ - A powered tool for easy and efficient video subtitling. 1, a comprehensive and open suite of video foundation models that pushes the boundaries of video generation. NotebookLM may take a while to generate the Video Overview, feel free to come back to your notebook later. 1 offers these key features: LTX-Video is the first DiT-based video generation model that can generate high-quality videos in real-time. FastVideo is designed to be Video Overviews, including voices and visuals, are AI-generated and may contain inaccuracies or audio glitches. Feb 23, 2025 · Video-R1 significantly outperforms previous models across most benchmarks. 8%, surpassing GPT-4o, a proprietary model, while using only 32 frames and 7B parameters. avmwxg oubmq agis vfwrqjad lnbo jpp unyheju enzxzlj fzpne rwn