tutu’s HiSilk (8D white oil shiny one-piece white silk pantyhose seamless bodystocking white bodysuit)/图图的嗨丝(8D白色马油油亮连体白丝袜)

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Model description

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 white bodystocking LoRA, clean tagging is especially important. The model must separate white nylon texture from ordinary white clothing, skin highlights, exposure, and background light while still understanding the one-piece bodysuit structure.

Tutu AI Workflow - Tutu Trainer and Tutu Annotator

Tutu's HiSilk 8D White Oil-Shiny Bodystocking LoRA

This is a HiSilk LoRA for 8D white oil-shiny one-piece white silk bodystocking / white pantyhose bodysuit. It is different from ordinary white pantyhose or white thighhighs. The target is a full one-piece white nylon layer with bodysuit structure, pantyhose connection, and a glossy white silk surface.

White bodystocking is tricky because the model can easily confuse it with ordinary white clothing, overexposed skin, cotton fabric, or a plain bodysuit. This LoRA tries to focus on the white silk material and one-piece hosiery structure while keeping other image elements as stable as possible.

  • Type: white oil-shiny bodystocking / one-piece pantyhose bodysuit
  • Thickness: 8D
  • Color: white
  • Base model: SD 1.5
  • Trigger words: tutultb, white bodysuit, pantyhose
  • Recommended CFG Scale: start around 7
  • CLIP skip: 2 is recommended; 1 can also be tested

What this model is good at

  • Creating a white one-piece bodystocking / pantyhose bodysuit look.
  • Adding glossy white nylon texture rather than ordinary flat white fabric.
  • Keeping the bodysuit and pantyhose structure connected.
  • Working on mainstream SD 1.5 models with prompt and weight adjustment.
  • Serving as the white counterpart to the black oil-shiny bodystocking LoRA.

Why I made this LoRA

There are many white silk or white stocking LoRAs, but many of them do not separate thickness, style, and garment structure. A white thighhigh, white pantyhose, white bodysuit, and white bodystocking should not behave the same way. If these concepts are mixed, the model may pollute clothing, shoes, body shape, or lighting.

This model was made with real-shot material and a difference-extraction workflow. The goal is to improve the texture of white silk bodystocking without strongly affecting unrelated image content.

Recommended settings

  • Make sure the LoRA is loaded correctly.
  • Recommended CLIP skip / CLIP stop layers: 2. CLIP skip 1 can also be tested.
  • Use tutultb, white bodysuit, pantyhose as the main trigger group.
  • Set the LoRA weight according to your base model and desired strength.
  • Start CFG Scale around 7.
  • Do not add too many negative prompts, or the LoRA effect may be weakened.
  • LoRA Block Weight can be turned on or off. Try both if you need more control.
  • The effect is good on mainstream models, but different models may need different weights.

Prompt keywords

Main trigger:

tutultb, white bodysuit, pantyhose

Useful prompt phrases:

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

If the result becomes ordinary white clothing, strengthen pantyhose, bodystocking, and white pantyhose bodysuit. If the image becomes too bright or loses texture, lower the LoRA weight and reduce extra brightening words.

Training and production notes

This LoRA uses real high-definition photographic material and a difference-extraction method. The target is the white bodystocking material and one-piece structure, not a fixed pose, fixed body shape, or fixed outfit.

The white version is different from the black version because white material is easier to confuse with light, overexposure, and ordinary clothing. That is why the trigger includes both white bodysuit and pantyhose. The model needs both structure words to understand the one-piece hosiery direction.

Usage tips

  • Use tutultb as the identity trigger.
  • Use white bodysuit and pantyhose together for the one-piece structure.
  • If it becomes ordinary white clothing, add white bodystocking and white pantyhose bodysuit.
  • If it becomes too bright, lower LoRA weight or use softer lighting words.
  • If the structure breaks, try a different base model or adjust CLIP skip between 1 and 2.

FAQ

Why does the result become ordinary white clothing?

White fabric and white hosiery are easily confused by many base models. Add pantyhose, bodystocking, white pantyhose bodysuit, and clean white hosiery texture.

Why is the image too bright?

White glossy material is sensitive to lighting and weight. Lower the LoRA weight, remove extra brightening words, or try a base model with cleaner exposure.

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

Lower this LoRA weight first. If you use many LoRAs together, lower other LoRA weights 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 8D 白色马油油亮连体白丝袜 / 白色 pantyhose bodysuit LoRA。它和普通白色连裤袜、白色过膝袜都不同,目标是完整的一体式白色尼龙层:连体衣结构、连裤袜连接感、白色油亮丝袜表面。

白色连体丝袜比较难做,因为底模很容易把它理解成普通白衣服、过曝皮肤、棉质布料或普通白色 bodysuit。这个 LoRA 尽量把效果集中在白色丝袜材质和连体结构上,同时减少对其他画面元素的影响。

  • 类型:白色油亮连体丝袜 / one-piece pantyhose bodysuit
  • 厚度:8D
  • 颜色:white
  • 基础模型:SD 1.5
  • 触发词:tutultb, white bodysuit, pantyhose
  • CFG Scale:从 7 左右开始
  • CLIP 终止层:建议 2,1 也可以试

这个模型适合什么

  • 生成白色连体丝袜 / pantyhose bodysuit 效果。
  • 表现白色油亮尼龙质感,而不是普通白布料。
  • 保持 bodysuit 和 pantyhose 的一体结构。
  • 在主流 SD 1.5 模型中都可以尝试。
  • 可以作为黑色油亮连体丝袜 LoRA 的白色对应款。

为什么要做这个 LoRA

白丝 LoRA 很多,但很多不会细分厚度、样式和服装结构。白色过膝袜、白色连裤袜、白色 bodysuit、白色连体丝袜,不应该是同一个效果。如果混在一起,模型就容易污染衣服、鞋子、身材和光线。

这个模型使用真实实拍素材和差异提取工作流制作,目标是在尽量不影响其他画面内容的情况下,改善白色连体丝袜的质感。

推荐参数

  • 确保正确加载 LoRA。
  • CLIP 终止层数建议设置为 2,1 也可以尝试。
  • 主触发词使用 tutultb, white bodysuit, pantyhose
  • LoRA 权重根据底模和想要的强度设置。
  • CFG Scale 可以从 7 开始。
  • 负面提示词不要堆太多,否则会影响 LoRA 效果。
  • LoRA Block Weight 打开或不打开都可以,需要更细控制时可以都试。
  • 各个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:tutultb, white bodysuit, pantyhose

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

如果结果变成普通白衣服,加强 pantyhosebodystockingwhite pantyhose bodysuit。如果画面过亮或质感消失,降低 LoRA 权重,减少额外提亮词。

制作说明

这个 LoRA 使用真实高清照片素材和差异提取法制作。目标是白色连体丝袜材质和一体式结构,而不是固定姿势、固定身材或固定衣服。

白色版本和黑色版本不同,白色材质更容易被底模理解成光线、过曝或普通衣物。所以触发词里同时包含 white bodysuitpantyhose,它需要这两个结构词来稳定连体丝袜方向。

常见问题

为什么变成普通白衣服?

很多底模容易混淆白色布料和白色丝袜。加入 pantyhosebodystockingwhite pantyhose bodysuitclean white hosiery texture

为什么画面太亮?

白色油亮材质对光线和权重很敏感。降低 LoRA 权重,减少额外提亮词,或换一个曝光更干净的底模。

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 8D white oil-shiny bodystocking / white pantyhose bodysuit LoRA です。普通の白いパンストや白いオーバーニーではなく、一体型の白いナイロン bodystocking を表現するためのモデルです。

  • Trigger: tutultb, white bodysuit, pantyhose
  • CLIP skip: 2 recommended; 1 can also be tested
  • CFG Scale: start around 7
  • Useful words: white bodystocking, white pantyhose bodysuit, oil-shiny white nylon, clean white hosiery texture

普通の白い服になってしまう場合は、pantyhose, bodystocking, white pantyhose bodysuit を追加してください。明るすぎる場合は LoRA ウェイトを下げ、光の説明を調整してください。

Images made by this model