[Concept] Opacity Slider for Hosiery / Thigh-highs / Pantyhose / Tights

Introduction

If you can only see the cover image, you may need to enable at least R-rated content in your Civitai content settings. Or check out the comparison image here

This is a Visual Concept Slider LoRA for Anima that controls the apparent opacity and thickness of hosiery. It works with pantyhose, tights, stockings, thigh-highs, and similar garments. Negative weights make the hosiery progressively thinner and more transparent, while positive weights make it denser and more opaque.

• ✅ Works well with both SFW and NSFW subjects

• ✅ Supports different hosiery colors, such as red and yellow

• ✅ Plug and play; tested successfully on Anima Base and fine-tuned models such as WAI-Anima

• ⚠️ Preview version: Very high weights may slightly alter the composition (although no significant changes occurred in my testing) or shift the visual emphasis

Usage

Recommended weight: -1.0 to 1.0 (positive values make the hosiery thicker and more opaque; negative values make it thinner and more transparent)

This LoRA does not require a trigger word.

Training Details

• Base model: Anima Base 1.0

• Training tool: sorryhyun/anima_lora v1.17.1 (with a custom Paired Visual Concept Slider loss function!)

• Training dataset: 11 manually paired image sets

• LoRA rank / alpha: 4 / 1

• Learning rate: 2e-4

• Optimizer: AdamW

• Learning rate schedule: Constant learning rate with no warmup

• Training duration: Approximately 22 epochs / 240 paired updates

• Locality preservation weight: 0.5

• Released checkpoint: Step 240

• Training precision: BF16

• Training resolution: Aspect-ratio buckets, with a target resolution of approximately 1024 × 896

• GPU: NVIDIA GeForce RTX 3090

简介

如果只能看到标题图，你可能需要在 Civitai 内容设置中打开至少 R 等级。或者在这里查看对比图

这是一个适用于 Anima 的 Visual Concept Slider LoRA，用于控制袜类的视觉透明度和厚度表现。它适用于裤袜、连裤袜、丝袜和长筒袜等，可以让袜子在负权重下逐渐变得轻薄、透肤，在正权重下逐渐变得更加致密和不透明。

• ✅在 SFW 和 NSFW 主题下均工作良好

• ✅支持不同颜色的袜类（例如红色、黄色等）

• ✅即插即用，在 Anima Base 和 WAI-Anima 等微调上均测试有效

• ⚠️预览版：过高的权重可能会略微改变构图（在我的测试中，没有明显影响）或影响视觉重心

使用

推荐权重：-1.0 - 1.0（正权重为变厚/不透明，负权重为变薄/透明）

本 LoRA 没有任何激活词。

训练参数

• 基础模型：Anima Base 1.0

• 训练工具：sorryhyun/anima_lora v1.17.1（自己编写了 Paired Visual Concept Slider Loss 函数！）

• 训练数据：11 组人工配对图片

• LoRA rank / alpha：4 / 1

• 学习率：2e-4

• 优化器：AdamW

• 学习率调度：恒定学习率，无预热

• 训练量：约 22 epochs / 240 paired updates

• 局部保持权重：0.5

• 发布版本：240-step

• 训练精度：BF16

• 训练分辨率：按长宽比分桶，目标分辨率约 1024 × 896

• 训练显卡：NVIDIA GeForce RTX 3090