This DoRA LoRA is trained on SD 1.5 with studio-shot solo realistic animal photos against plain light gray backdrops, covering household pets and gentle wild animals. Strengths: It reproduces lifelike fur texture and realistic studio portrait lighting perfectly, applicable for wallpaper design, short-video visuals and commercial still-image creation. Trigger word: <code>single_realistic_animal_studio</code>, recommended weight: 0.5 ~ 0.75 paired with SD1.5 base checkpoint. Limitations: Unsuitable for cartoon/fantasy creature generation. Avoid setting weight above 0.9 to prevent overfitting and stiff fur artifacts. Do not deploy this LoRA to make violent or prohibited animal-themed artwork.

SD1.5 基底训练的写实动物 DoRA

v1.0 首发版本，DoRA 结构写实动物棚拍 LoRA；训练素材包含家养宠物、温顺野生动物，统一浅灰色纯色棚拍背景，擅长还原细腻皮毛光影质感；推荐加载权重 0.50~0.75，请勿把权重拉到 0.9 以上避免过拟合失真。

sd15Dora_v10.safetensors

sd15Dora_v10.json

sd15Dora_v10.pt

v1.0

适配 SD1.5 的居家静物 DORA 模型，专属触发词：dora_household_stilllife_v1，专门生成各类居家日用单品静物图，覆盖陶瓷杯、塑料沥水篮、密封自封袋、木质置物架、玻璃油壶、衣架、隔热垫等餐厨、收纳、家居小件。可精准还原陶瓷、塑料、实木、玻璃、硅胶多种材质的反光与肌理，统一输出浅灰色纯色极简棚拍背景，搭配柔和均匀的柔光，画面干净通透，适配电商产品主图、家居好物种草、静物设计素材使用。

居家日用静物 DORA

训练数据集覆盖多类居家日用单品：陶瓷杯、塑料沥水篮、透明自封袋、木质置物架、玻璃油壶、塑料衣架、硅胶隔热垫等餐厨、收纳、家居小件。统一拟合极简浅灰纯色棚拍光影，柔和漫射柔光，物体阴影过渡自然，适配电商产品主图、家居静物种草图需求。精准训练多材质还原逻辑：陶瓷釉面反光、塑料哑光 / 褶皱、实木木纹、玻璃通透质感、硅胶蜂窝肌理，器物结构完整不易扭曲。基于 DoRA 权重分解微调方案，相比普通 LoRA，材质细节清晰度更高，低权重下也不会出现纹理糊化。

Files with SHA256: 6b66ec91c744723ca5c374f3000ac3c694827edfb3741113c87903439a5aeb5c