🚀 Wan2.1 14B I2V 480p的Electrify LoRA
这个LoRA模型基于Wan2.1 14B I2V 480p模型训练,能为任何对象添加电力效果。它也适用于文本到视频(T2V)任务,且提示词风格相似。
🚀 快速开始
本项目提供了一个用于图像到视频转换的LoRA模型,以下是快速开始的步骤:
- 下载模型文件和工作流文件。
- 按照推荐设置进行配置。
- 使用触发词和提示词模板进行推理。
✨ 主要特性
- 基于基础模型训练:基于Wan2.1 14B 480p I2V基础模型训练。
- 结果一致性:在不同对象类型上都能获得一致的结果。
- 提示词结构简单:提示词结构简单,易于调整。
📦 安装指南
📥 下载链接
💻 使用示例
示例提示词及输出
- 提示词:E13c7r1c electricity effect streaks through a swirling storm cloud, revealing the shadowy outline of a massive, winged beast. Each lightning strike illuminates its glowing blue eyes, and for a brief moment, its metal - plated wings shimmer before vanishing back into the storm.
输出视频:示例视频1
- 提示词:The video begins with a close - up shot of a young man's face. His eyes are glowing blue, and there is a bright blue e13c7r1c electricity effect emanating from his body. The e13c7r1c electricity effect grows more intense, covering his body, and the man starts to levitate. The background is dark and blurry.
输出视频:示例视频2
- 提示词:The video begins with a close - up shot of a man's face. His eyes are glowing blue and there is a blue e13c7r1c electricity effect emanating from his shoulders. He is in front of a dark, foggy background. The man has a determined look on his face.
输出视频:示例视频3
- 提示词:The video begins with a wide shot of Thor holding his hammer. He is surrounded by a bright blue e13c7r1c electricity effect that looks like lightning bolts emanating from the hammer. The electricity effect is so intense it seems to be crackling and pulsating. Thor looks determined. The background is a forest.
输出视频:示例视频4
推荐设置
属性 |
详情 |
LoRA强度 |
1.0 |
嵌入式引导比例 |
6.0 |
流偏移 |
5.0 |
触发词
关键触发短语是:e13c7r1c electricity effect
提示词模板
参考示例提示词进行提示,这种提示方式效果很好。
ComfyUI工作流
此LoRA模型与修改版的Kijai的Wan Video Wrapper工作流兼容。主要修改是添加了一个连接到基础模型的Wan LoRA节点。
修改后的工作流见上面的下载部分。
📚 详细文档
模型信息
模型权重以Safetensors格式提供,见上面的下载部分。
训练详情
属性 |
详情 |
基础模型 |
Wan2.1 14B I2V 480p |
训练数据 |
基于25秒的视频进行训练,该视频由13个不同的电力效果短剪辑组成(每个剪辑单独标注) |
训练轮数 |
50 |
额外信息
训练使用了Diffusion Pipe for Training。
致谢
特别感谢Kijai提供的ComfyUI Wan Video Wrapper和tdrussell提供的训练脚本!
📄 许可证
本项目采用Apache 2.0许可证。