什么是文生视频
文生视频（Text-to-Video）是利用人工智能技术，通过文本描述生成视频内容的一种创新技术。类似于图像生成技术，文生视频允许用户通过输入简单的文本描述，AI 模型会自动将其转化为动态视频。这种技术广泛应用于创作、广告、教育等领域，为内容创作者提供了新的创作方式和灵感。
通义万相 2.1 文生视频
阿里旗下通义万相宣布推出 2.1 版本模型升级，视频生成、图像生成两大能力均有显著提升。
在视频生成方面，通义万相 2.1 通过自研的高效 VAE 和 DiT 架构增强了时空上下文建模能力，支持无限长 1080P 视频的高效编解码，首次实现了中文文字视频生成功能，登上 VBench 榜单第一。
开源仓库代码
开发者可通过 GitHub（https://github.com/Wan-Video/Wan2.1）、HuggingFace（https://huggingface.co/Wan-AI ）平台直接下载并进行体验测试。
对于没有特殊手段或者懒得下载不会使用的用户，可以选择使用云服务平台进行一键部署。
部署与性能测试
部署完成后，分别使用 RTX3090 和 RTX4090 进行测试。
RTX3090 测试
Prompt：Create a short video of a peaceful park scene during the golden hour. The sun is setting behind large, lush trees. The camera slowly pans through the park, capturing people walking, jogging, and sitting on benches. Birds are chirping, and there's a gentle breeze rustling through the leaves. The atmosphere is calm, serene, and warm, with soft golden light filtering through the branches.
Negative Prompt: Avoid any dark or eerie elements, such as stormy weather, gloomy skies, or ominous shadows. Do not include any loud or chaotic activities, like running or aggressive movements. The scene should remain calm and pleasant without any distractions, such as animals or people involved in unsettling behavior.
参数默认。
RTX4090 测试
Prompt: Create a lively street market scene during the daytime. The market is busy with people walking around, vendors selling fresh produce, flowers, and handmade goods. There's colorful signage, and the air is filled with the sounds of lively chatter, distant music, and the rustle of fabric. The sunlight is bright and warm, creating a vibrant atmosphere. People are smiling, interacting, and enjoying the lively energy of the market.
Negative Prompt: Do not include any empty spaces or desolate areas. Avoid gloomy or rainy weather, and keep the environment full of life and color. There should be no dark or deserted streets, and no aggressive or unsettling behavior. The scene should remain friendly and welcoming, with no negative or chaotic energy.
参数默认。
虽然上面没有具体的时间显示，但是从开机时长来看，4090 要比 3090 至少快 5-10min，这里推荐使用 4090 进行创作。
总结
阿里旗下的通义万相 2.1 文生视频，视频生成效果十分优质。若想要测试部署的可以选择云服务平台，显卡选择 4090 最佳。文生视频在自媒体创作中往往起到了一个不可忽视的作用，适当的应用获取可以提高短视频流量。
