transformation_lora

transformation_lora是一个MiniMax H3的视觉变换LoRA。它可以在两张图片、两种场景之间生成顺滑无缝的视觉形变过渡。模型会拆解初始画面里的主体、轮廓、纹理，再重新组合，自然过渡到目标画面。

触发词与提示词写法

主触发词：Tr@nsf0rmation_style

动作关键词：Tr@nsf0rmation into

该LoRA最适合描述从图1向图2的转变，清晰写明画面主体、材质、视觉元素如何互相转化。

基础提示词模板

integrated_multimodal_description: [Shot 1] Tr@nsf0rmation_style, Picture 1 Tr@nsf0rmation into Picture 2 with individual elements and subjects Tr@nsf0rmation into one another. [Subject A from <Picture 1>] Tr@nsf0rmation into [Subject B from <Picture 2>].

示例提示词

多元素对应变换

integrated_multimodal_description: [Shot 1] Tr@nsf0rmation_style, Picture 1 Tr@nsf0rmation into Picture 2 with individual elements and subjects Tr@nsf0rmation into one another. The bald person in grey T-shirt and blue jeans from <Picture 1> Tr@nsf0rmation into the Girl in <Picture 2>. The person in the Yellow shirt from <Picture 1> Tr@nsf0rmation into the yellow grass from <Picture 2>.

铅笔线稿变换

integrated_multimodal_description: [Shot 1] Tr@nsf0rmation_style, black pencil outlines from Picture 1 Tr@nsf0rmation into Picture 2 with individual pencil strokes undergoing Tr@nsf0rmation into one another.

物体直接变形

Tr@nsf0rmation_style, a ripe red tomato with green leaves Tr@nsf0rmation into a cartoon boy with brown hair in a cap and vest holding a rake over his shoulder.

推荐推理参数

提供的两个权重检查点

• Transformation_style_c1-st2500_comfyui.safetensors：2500步，元素变形衔接最强，过渡完整稳定。
• Transformation_style_c1-st1600_comfyui.safetensors：1600步，中间版本，适合轻微画面融合，或者和别的风格LoRA叠加使用。

ComfyUI部署步骤

1. 将LoRA文件放入目录 ComfyUI/models/loras/
2. 在加载MiniMax H3 UNet模型节点之后，接入LoraLoaderModelOnly节点
3. 模型强度设置1.0~1.2
4. 将起始图<Picture 1>、目标图<Picture 2>分别接入首帧、末帧条件节点
5. 在提示词节点填入带Tr@nsf0rmation_style和Tr@nsf0rmation into的描述文本，即可生成元素变形过渡视频。