tutu’s HiSilk (8D black oil shiny one-piece black silk pantyhose seamless bodystocking black bodysuit)/图图的嗨丝（8D黑色马油油亮连体黑丝袜）

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Created with Tutu AI Workflow

Trained with Tutu Trainer. Tagged with Tutu Annotator.

This LoRA is part of my Tutu AI workflow. Tutu Trainer is used for LoRA training, model resource management, parameter presets, and training checks. Tutu Annotator is used for dataset annotation, prompt reverse engineering, English-friendly tags, and cleaner searchable captions.

For a bodystocking LoRA, clean tagging is especially important because the model has to understand both material and clothing structure: full-body nylon texture, pantyhose, bodysuit shape, and the difference between a one-piece layer and ordinary clothing.

Tutu AI Workflow - Tutu Trainer and Tutu Annotator

Tutu's HiSilk Oil-Shiny Black Bodystocking LoRA

This is a HiSilk LoRA for black oil-shiny one-piece bodystocking / pantyhose bodysuit. It is different from a normal pantyhose LoRA or an over-knee stocking LoRA. The target is a full one-piece black nylon layer: bodysuit structure, pantyhose connection, and glossy black silk texture.

The model is designed to improve the texture of black bodystocking material while reducing unnecessary pollution to the rest of the image. Existing black hosiery LoRAs may affect clothes, shoes, body shape, or the whole image style. This LoRA tries to focus more directly on the black silk bodystocking itself.

  • Type: black oil-shiny bodystocking / one-piece pantyhose bodysuit
  • Color: black
  • Texture direction: glossy, oil-shiny, nylon, black silk, seamless one-piece look
  • Base model: SD 1.5
  • Trigger words: tutult, bodysuit, pantyhose
  • Suggested start: (tutult:1.3), bodysuit, pantyhose with <lora:tutult:0.65>

What this model is good at

  • Creating a black one-piece bodystocking / pantyhose bodysuit look.
  • Adding oil-shiny black nylon texture to a full-body garment.
  • Keeping the material more focused instead of turning the entire image into black clothing noise.
  • Working on mainstream SD 1.5 models with prompt and weight adjustment.
  • Supporting both realistic, 2.5D, and stylized portrait workflows.

Why I made this LoRA

Many black hosiery LoRAs only handle legwear. A bodystocking is more difficult because it touches more areas of the image. If the model is not controlled well, it may pollute clothes, shoes, body shape, skin tone, or the overall composition. This is why a one-piece black silk bodystocking needs its own LoRA instead of being mixed with ordinary pantyhose models.

This model was made with real-shot material and a difference-extraction workflow. The purpose is to keep the useful material difference, while reducing unrelated contamination. It is not only a "black clothing" LoRA. It is a material-and-structure LoRA for one-piece black nylon bodystocking.

Recommended settings

  • Make sure the LoRA is loaded correctly.
  • Recommended CLIP skip / CLIP stop layers: 2.
  • Suggested starting prompt: (tutult:1.3), bodysuit, pantyhose.
  • Suggested LoRA weight: start around 0.65.
  • Start CFG Scale around 7.
  • Do not overload the negative prompt. Too many negatives can weaken the LoRA effect.
  • LoRA Block Weight was not used in my original test. You can try it if you need more local control.
  • The effect is good on mainstream models, but different base models may need different weights.

Prompt keywords

Main trigger:

tutult, bodysuit, pantyhose

Useful prompt phrases:

  • black bodystocking
  • black pantyhose bodysuit
  • one-piece pantyhose
  • seamless bodystocking
  • glossy black bodysuit
  • oil-shiny black nylon
  • black silk bodystocking
  • full body stocking
  • shiny nylon texture
  • realistic black hosiery texture

If the bodystocking becomes incomplete, strengthen bodysuit, one-piece, and pantyhose bodysuit. If it starts changing unrelated clothes or shoes, reduce the LoRA weight and describe the other clothing items more clearly.

Training and production notes

The original goal was to make a LoRA that improves black silk bodystocking texture without strongly affecting unrelated image content. This is difficult because a bodystocking covers more of the body than normal pantyhose, so the model can easily learn body shape, pose, outfit, and lighting by accident.

Using the difference-extraction method helps reduce this problem. The model is intended to focus on the black silk material and the one-piece structure, not to force a single body type or a fixed image composition.

In practice, prompt clarity matters. A normal pantyhose prompt may only affect the legs, while this model needs both bodysuit and pantyhose to guide the one-piece structure. The suggested starting prompt is written this way for a reason.

Usage tips

  • Use tutult as the model identity trigger.
  • Use bodysuit and pantyhose together to keep the one-piece structure.
  • If the model turns into ordinary clothing, add black bodystocking or pantyhose bodysuit.
  • If the image becomes too dark, lower LoRA weight or add clearer lighting words.
  • If body shape is affected, lower the LoRA weight and add pose/clothing constraints.
  • Try different base models. Some models understand bodystocking better than others.

FAQ

Why does the image become too dark?

The model is focused on black oil-shiny material. Lower the LoRA weight, add lighting words, or use a base model with cleaner lighting.

Why does it become normal pantyhose instead of a bodystocking?

Add structure words such as bodysuit, one-piece, black bodystocking, and pantyhose bodysuit.

What should I do if a mosaic or broken texture appears after increasing the weight?

Lower this LoRA weight first. If you are using many LoRAs together, lower the others too. You can also try LoRA Block Weight.

Can I use it commercially?

You are responsible for what you generate. If you use this model for commercial work or custom cooperation, please contact me first.

Statement

  • You are fully responsible for any creative work made with this model.
  • Do not use this model to create or share illegal, harmful, malicious, defamatory, fraudulent, or political content.
  • If you use this model commercially, please inform me. Thank you.

中文说明

这是图图嗨丝系列里的 黑色马油油亮连体黑丝 / 连体丝袜 bodystocking LoRA。它和普通连裤袜或长筒袜不同，目标是完整的一体式黑色尼龙层：连体衣结构、连裤袜连接感、油亮黑丝材质。

这个模型的重点，是改善黑色连体丝袜的材质，同时尽量减少对画面其他内容的污染。很多黑丝 LoRA 会影响衣服、鞋子、身材、构图或整体画风。这个模型更希望把效果集中在黑色连体丝袜本身。

  • 类型：黑色油亮连体丝袜 / one-piece pantyhose bodysuit
  • 颜色：black
  • 材质方向：油亮、黑色尼龙、黑丝、无缝连体效果
  • 基础模型：SD 1.5
  • 触发词：tutult, bodysuit, pantyhose
  • 起手建议：(tutult:1.3), bodysuit, pantyhose，配合 <lora:tutult:0.65>

这个模型适合什么

  • 生成黑色连体丝袜 / pantyhose bodysuit 效果。
  • 增强连体黑丝的油亮尼龙质感。
  • 让材质集中在目标服装上，减少整张图被黑色衣物污染。
  • 适配主流 SD 1.5 底模，但需要根据底模调整权重。
  • 适合写实、2.5D、风格化人像等工作流。

为什么要做这个 LoRA

很多黑丝 LoRA 只处理腿部丝袜，但连体丝袜更复杂，因为它覆盖的区域更多。如果控制不好，模型会学到身材、姿势、衣服、鞋子、光线甚至整个构图。所以连体黑丝不能完全用普通连裤袜模型替代。

这个模型使用真实实拍素材和差异提取工作流制作，目的是保留有用的材质差异，同时减少无关污染。它不是简单的黑色衣服 LoRA，而是针对一体式黑色尼龙 bodystocking 的材质和结构 LoRA。

推荐参数

  • 确保 LoRA 正确加载。
  • CLIP 终止层数建议设置为 2。
  • 起手提示词：(tutult:1.3), bodysuit, pantyhose。
  • LoRA 权重建议从 0.65 开始。
  • CFG Scale 可以从 7 开始尝试。
  • 负面提示词不要堆太多，否则会影响 LoRA 效果。
  • 我原始测试时没有开启 LoRA Block Weight。如果需要更局部的控制，可以自己尝试。
  • 在主流模型中效果都不错，但不同底模需要不同权重。

出图关键词

主触发：tutult, bodysuit, pantyhose

  • black bodystocking
  • black pantyhose bodysuit
  • one-piece pantyhose
  • seamless bodystocking
  • glossy black bodysuit
  • oil-shiny black nylon
  • black silk bodystocking
  • full body stocking
  • shiny nylon texture
  • realistic black hosiery texture

如果连体结构不完整，加强 bodysuit、one-piece、pantyhose bodysuit。如果影响到其他衣服或鞋子，降低 LoRA 权重，并把其他衣物写清楚。

制作说明

这个 LoRA 的原始目标，是改善黑色连身袜/连体丝袜的质感，同时尽量不影响画面其他内容。它比普通连裤袜更难，因为覆盖范围更大，模型很容易意外学到身材、姿势、衣服和光线。

差异提取法可以一定程度上降低这个问题，让模型更关注黑丝材质和一体式结构，而不是强行带出固定身材或固定构图。实际使用时，提示词清晰度很重要。只写 pantyhose 可能会偏向腿部连裤袜，同时写 bodysuit 和 pantyhose 才更容易稳定连体结构。

常见问题

为什么画面太黑？

这个模型目标就是黑色油亮材质。可以降低 LoRA 权重，增加光线描述，或者换一个光影更干净的底模。

为什么变成普通连裤袜，不像连体丝袜？

加入 bodysuit、one-piece、black bodystocking、pantyhose bodysuit 等结构词。

权重调高后出现马赛克或破碎纹理怎么办？

先降低本 LoRA 权重。如果同时用了很多 LoRA，也降低其他 LoRA 的权重，或者尝试 LoRA Block Weight。

声明

  • 你需要对使用本模型生成的任何作品承担全部责任。
  • 不要使用本模型制作或传播非法、有害、恶意、诽谤、诈骗或政治用途内容。
  • 如果将本模型用于商业用途或定制合作，请提前联系我，谢谢。

日本語説明

これは Tutu HiSilk シリーズの black oil-shiny bodystocking / one-piece pantyhose bodysuit LoRA です。普通のパンストやオーバーニーではなく、黒いナイロンの一体型ボディストッキングを表現するためのモデルです。

  • Trigger: tutult, bodysuit, pantyhose
  • Start prompt: (tutult:1.3), bodysuit, pantyhose
  • LoRA weight: start around 0.65
  • CLIP skip: 2
  • CFG Scale: start around 7

一体型の構造を安定させたい場合は、black bodystocking, one-piece pantyhose, pantyhose bodysuit, oil-shiny black nylon などを追加してください。画面が暗くなりすぎる場合は、LoRA ウェイトを下げるか、光の説明を追加してください。

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