svjack/

Qwen_Image_4_Grid_Display_Lora

LoRA Model Card: svjack/Qwen_Image_4_Grid_Display_Lora

Unified Multi-Grid Concept Synthesis

• Layout Consistency: Seamless alignment of color palettes, perspective, and visual motifs across all grid cells.
• Style Hybridization: Integrates diverse LoRA adapters for specialized effects (e.g., anime landscapes, cyberpunk textures).
• Concept Packaging: Transforms abstract ideas into 4-variant visual prototypes for design workflows.
• Efficiency Optimization: Parallel generation of 4 images with shared latent space constraints.

• Scalable Group Inference: Treat outputs as a set; formulate group inference as a Quadratic Integer Programming (QIP) problem; scale efficiently with progressive pruning.
• Link: https://github.com/GaParmar/group-inference

Adapter Configuration Guide

Optimized Example Prompts

Example 1: Japanese Doll Collection

• Four_qwen_image_lora (1.0)
• qwen-image-japanese-text-lora (1.0)
  Prompt:

"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."

1、神社外盛开地樱花下，神社鸟居前，展示传统日式娃娃：穿十二单衣的皇室风格女娃娃，服饰绣有平安时代传统纹样，娃娃手持桧扇。
2、神社外盛开地樱花下，神社鸟居前，展示传统日式娃娃：宫廷女官人偶，分别持酒器、乐器和文书，服饰为渐变樱色袿袴。
3、神社外盛开地樱花下，神社鸟居前，展示传统日式娃娃：女乐师人偶，持筝、琵琶、笛等雅乐乐器，着萌黄色狩衣。
4、神社外盛开地樱花下，神社鸟居前，展示传统日式娃娃：宫女人偶，迷你厨具和牛车模型，两侧立着金屏风与纸灯笼。

• Unified backdrop: Torii gate + cherry blossom saturation
• Consistent doll proportions and fabric texture
• Symmetric composition with radial focal points

Example 2: Cybernetic Vehicle Breakout

• Four_qwen_image_lora (1.0)
• qwen_image_infinite_future_lora (1.2)
  Prompt:

"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."

1、金属质感的IPad屏幕内部，一个立体四驱车正在从点亮的屏幕中跃出： 金属边框iPad屏幕亮起，黑色奥迪R8车体搭配橙黄条纹冲破屏幕：车头尖锐如匕首，尾部45°上翘露出碳纤维扩散器，轮胎带立体尖刺纹理；屏幕背景为蓝色电路板光效，裂痕处散发金色粒子；
2、金属质感的IPad屏幕内部，一个立体四驱车正在从点亮的屏幕中跃出： 金属边框iPad屏幕内红黄撞色宝马M4高速跃出：方正硬朗的车身棱角分明，车顶流线贴纸呈动态模糊，轮毂泛起银色金属反光；背景为霓虹赛道投影，屏幕裂纹泛紫光；
3、金属质感的IPad屏幕内部，一个立体四驱车正在从点亮的屏幕中跃出： iPad屏幕被白色保时捷911撞裂：流线型车身覆盖蓝色闪电浮雕纹路，可拆卸尾翼悬浮展开，大尺寸轮胎碾压处迸发冰晶特效；背景是深空粒子漩涡；
4、金属质感的IPad屏幕内部，一个立体四驱车正在从点亮的屏幕中跃出： 半透明红蓝车壳奔驰AMG GT撕裂屏幕跃出：内部V8引擎结构透出机械红光，火焰轮毂旋转残留轨迹，分体车灯射出激光；背景为全息齿轮hologram，边框裂缝溢出蓝电火花。

• Shared "shattered glass" fracture pattern
• Dynamic vehicle angles at 45° trajectory
• Synced particle effects (gold/blue sparks)

Example 3: Snow Globe LEGO Series

• Four_qwen_image_lora (1.0)
  Prompt:

"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."

1、下雪的水晶球，内部为乐高玩具：包含大象、长颈鹿等15种动物模型和可拼砌的游览车。通过大颗粒积木模拟喂食、清洁等互动场景。
2、下雪的水晶球，内部为乐高玩具：海盗船、幽灵岛或骷髅要塞。船体设计含可升降帆布、隐藏宝藏舱和可拆卸桅杆。
3、下雪的水晶球，内部为乐高玩具：伦敦地标建筑泰晤士河上的塔桥。套装包含4285块积木，细节高度还原，如可开合的桥面、哥特式塔楼及微型车辆。
4、下雪的水晶球，内部为乐高玩具：龙与地下城，包含6个人仔及大量奇幻场景元素，如红龙巢穴、宝箱与陷阱机关。

• Identical snow density and crystal ball refraction
• Minifigure scale consistency (1:87 ratio)
• Thematic color coding per globe (blue/green/red/gold)

Example 4: Anime Waterdrop Landscapes

• Four_qwen_image_lora (1.0)
• qwen_image_anime_landscape_lora (1.5)
  Prompt:

"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."

1、一个占据整个画面的巨大圆形水滴，水滴下是一个3D立体动漫画面，由水滴的弧度凸显出立体性：anime style, 晨光穿透薄雾洒落樱花山谷，粉白花瓣覆盖蜿蜒溪流，朱红拱桥横跨两岸，远处青山层叠如黛；卷轴边缘泛黄，金色云纹浮动
2、一个占据整个画面的巨大圆形水滴，水滴下是一个3D立体动漫画面，由水滴的弧度凸显出立体性：anime style, 暮色中的樱花湖畔，橙红晚霞浸染水面，青石小径延伸至红木舟停泊处，花瓣飘落涟漪；卷轴两侧题有银色诗句残影
3、一个占据整个画面的巨大圆形水滴，水滴下是一个3D立体动漫画面，由水滴的弧度凸显出立体性：anime style, 月下荧光樱花林，深蓝夜幕中花瓣如星闪烁，石灯笼沿苔藓小径排列，微光映照飘雪般的落英；卷轴裱布呈暗红织锦纹理
4、一个占据整个画面的巨大圆形水滴，水滴下是一个3D立体动漫画面，由水滴的弧度凸显出立体性：anime style, 晨雾缭绕的樱花台地，乳白雾气缠绕青松，悬崖观景台俯瞰云海，风卷起花瓣如粉色浪涛；卷轴轴头为青玉雕花，边缘水墨晕染

• Curvature lens effect across all droplets
• Shared scroll border design with variations
• Time-of-day progression (dawn → dusk → night → dawn)

Example 5: Monochrome Robot Narrative

• Four_qwen_image_lora (1.0)
• qwen_image_black_white_naoki (0.9)
  Prompt:

"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."

1、日式黑白漫画：一个机器人在月下躺在沙漠里。周围是仙人掌和月色。
2、日式黑白漫画：一个戴眼镜的男孩接近沙漠中躺着的机器人，在机器人身上进行修理。
3、日式黑白漫画：机器人醒来，头边有一个白色气泡，里面有文字“谢谢!”
4、日式黑白漫画：男孩和机器人手拉手走向远处的绿洲。

• Consistent Urasawa-style screentone patterns
• Progressive panel sequencing (isolated → interaction → resolution)
• Shadow density gradient matching time progression

Technical Parameters

Performance Profile

• VRAM Usage: ~18GB at 1024x1024 (RTX 4090)
• Generation Speed: 12-18 sec/grid (4 images)
• Troubleshooting:
  • Grid Misalignment: Add 4x4 uniform matrix, isometric perspective to prompt
  • Style Bleed: Reduce non-core LoRA weights by 0.3
  • Color Inconsistency: Enable --color_sync_node in inference pipeline

License