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本 LoRA 专注物体物理。
*.safetensors，放入 ComfyUI models/loras/several colored objects 多个彩色物体（CLEVRER 风格）rigid objects 刚体 / elastic objects 弹性物体metal objects 金属物体a ball / balls 球billiard balls 台球objects 通用物体on a table 桌面上（PhyCo 台球场景）in a synthetic scene 合成场景（CLEVRER 风格）collision / colliding 碰撞a single collision between objects 单次碰撞bouncing / rebound 弹跳/回弹with visible impact and bounce 可见撞击与反弹with minimal bounce 小幅度回弹rolling into a wall 滚向墙scattering 散射 / 四散momentum transfer 动量传递in motion 运动中的clear spatial layout 清晰的空间布局visible depth 可见的纵深consistent trajectories 一致的轨迹gravity-consistent / gravity-consistent movement 重力一致的运动gravity-consistent rebound trajectories 重力一致的回弹轨迹objects maintaining spatial relationships 物体保持空间关系realistic restitution 真实的恢复系数（回弹性）rigid collision with momentum transfer 带动量传递的刚性碰撞blurry, distorted, low quality, jittery motion, objects passing through each other, objects floating without gravity, morphing shapes, inconsistent lighting, flickeringseveral colored objects, a single collision between objects, metal objects with rigid, elastic collisions, clear spatial layout, visible depth, objects maintaining spatial relationships in a synthetic sceneseveral colored objects, objects colliding with visible impact and bounce, clear spatial layout, gravity-consistent trajectoriesobjects colliding with visible impact and bounce, clear spatial layout, gravity-consistent trajectoriesElastic objects bouncing with realistic restitution, clear spatial layout, gravity-consistent rebound trajectories
5. objects bouncing with realistic restitution, clear spatial layout, gravity-consistent rebound
6. a ball rolling into a wall and rebounding with minimal bounce, clear spatial layout, visible depth, rigid collision with momentum transferbilliard balls colliding and scattering on a table, momentum transfer between balls, clear spatial layout, visible depth
8. several balls on a table, a ball striking the group, momentum transfer, balls scattering with realistic collision, clear spatial layout, gravity-consistentRigid objects in motion with clear spatial layout, consistent trajectories, gravity-consistent movement and visible depth
10. several colored objects, objects moving with consistent trajectories, no collision, clear spatial layout, visible depth, objects maintaining spatial relationships in a synthetic scenea ball thrown across the scene, [parabolic arc / gravity-consistent trajectory], clear spatial layout, visible depth
12. two balls colliding in mid-air, clear spatial layout, consistent trajectories, gravity-consistent rebound, visible depth
## 加速适配
与 MiniMax-H3 Turbo 加速 LoRA 兼容，可叠加使用。
## 训练信息
- 框架：ai-toolkit · Rank 16 · 分辨率 512 · 90 帧 @ 24fps