tutu's HiSilk (Half-leg small mesh fishnet stockings thighhighs)/图图的嗨丝（半腿小网眼渔网袜）

Created with Tutu AI Workflow

Tagged with Tutu Annotator. Trained with Tutu Trainer.

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 fishnet thighhighs, clean captions matter a lot. The model needs to learn the small mesh texture and the half-leg stocking shape, without spreading the fishnet pattern into shoes, clothing, background, or full pantyhose.

• Official website: https://zhaotutu.xyz/
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• GitHub: https://github.com/zhaotututu
• Email: [email protected]
• QQ: 331506796

Tutu HiSilk: Half-Leg Small Mesh Fishnet Thighhighs

This is a HiSilk LoRA for half-leg small mesh fishnet thighhigh stockings. It focuses on fine fishnet texture on thighhighs, not full pantyhose and not ordinary black stockings.

The important point is the relationship between two things: the small mesh fishnet pattern and the thighhigh stocking shape. If either side is weak, the result can become ordinary black stockings, full pantyhose, or a fishnet pattern that spreads into the wrong areas.

• Type: small mesh fishnet thighhighs / half-leg stockings
• Color direction: black fishnet stockings
• Base model: SD 1.5
• Trigger words: tutuhh, thighhighs
• Recommended start: (tutuhh:1.3), (thighhighs)
• Example LoRA weight: start around 0.65, then adjust between 0.5 and 1.0
• Recommended CLIP skip: 2

What this model is good at

• Creating small mesh fishnet texture on thighhigh stockings.
• Keeping the result closer to half-leg thighhighs instead of full pantyhose.
• Improving the fine fishnet pattern while keeping the character, clothing, and scene more controllable.
• Giving the HiSilk series a dedicated fine-mesh thighhigh direction.
• Working well across many SD 1.5 realistic or semi-realistic base models after weight tuning.

Training notes

This model was made with real high-definition photo material and a difference extraction workflow. The training target was the hosiery detail itself: the small mesh, the stocking coverage, and the edge between thigh skin and stocking.

I made it because fishnet LoRAs often mix several things together. Small mesh thighhighs, full fishnet pantyhose, large fishnet stockings, glossy stockings, and ordinary black stockings should be different choices. This LoRA is for the small-mesh thighhigh choice.

Recommended settings

• Make sure the LoRA is loaded correctly.
• Use both tutuhh and thighhighs.
• Recommended start: (tutuhh:1.3), (thighhighs).
• Start LoRA weight around 0.65. The useful range is usually 0.5-1.0.
• Recommended CLIP skip / CLIP stop layers: 2.
• If the mesh pattern is weak, strengthen fishnet words in the prompt.
• If the pattern spreads to clothing, shoes, or background, lower the LoRA weight and describe those areas clearly.
• If you stack multiple LoRAs, reduce weights gradually instead of pushing this one too high.

Prompt keywords

Main trigger group:

tutuhh, thighhighs

• small mesh fishnet thighhighs
• black fishnet thighhighs
• half-leg fishnet stockings
• fine mesh stockings
• visible fishnet pattern
• stocking tops
• thighhigh stockings

If the result becomes full pantyhose, add thighhighs, stocking tops, and half-leg fishnet stockings. If it becomes ordinary stockings, add small mesh fishnet thighhighs and visible fishnet pattern.

FAQ

Why does it become ordinary black thighhighs?

Add fishnet words such as small mesh fishnet thighhighs, fine mesh stockings, and visible fishnet pattern.

Why does it become full pantyhose?

Strengthen thighhighs, stocking tops, and half-leg fishnet stockings. Also avoid prompts that strongly imply full pantyhose.

What should I do if the image shows mosaic or broken texture after increasing weight?

Lower this LoRA weight first. If several LoRAs are active, lower the other LoRA weights too, or try LoRA Block Weight for local control.

Responsible use

• 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 or need custom LoRA cooperation, please contact me first. Thank you.

中文说明

这是图图嗨丝系列里的 半腿小网眼渔网袜 / 小网眼渔网大腿袜 LoRA。它的重点是大腿袜上的细网眼渔网质感，不是完整连裤袜，也不是普通黑色长筒袜。

这个模型最重要的是两件事同时成立：一是 小网眼渔网纹理，二是 thighhighs 半腿袜形态。如果其中一个不够明确，画面就容易变成普通黑袜、完整连裤袜，或者网纹扩散到错误区域。

• 类型：小网眼渔网大腿袜 / 半腿袜
• 颜色方向：黑色渔网袜
• 基础模型：SD 1.5
• 触发词：tutuhh, thighhighs
• 推荐起手：(tutuhh:1.3), (thighhighs)
• LoRA 权重示例：从 0.65 左右开始，再在 0.5-1.0 之间微调
• CLIP 终止层：2

这个模型适合什么

• 生成小网眼渔网大腿袜质感。
• 让结果更偏半腿大腿袜，而不是完整连裤袜。
• 改善细网纹，同时尽量保持人物、服装和场景可控。
• 作为嗨丝系列里的细网眼大腿袜方向。
• 在很多 SD 1.5 写实或半写实底模上，调好权重后都有不错表现。

训练思路

这个模型使用真人高清实拍素材，并使用差异提取流程制作。训练目标不是泛泛地学“黑袜子”，而是学丝袜本身的细节：小网眼、半腿袜覆盖范围，以及大腿皮肤和袜口之间的边界。

我做它的原因是很多渔网袜 LoRA 会把几类东西混在一起。小网眼大腿袜、完整渔网连裤袜、大网眼渔网袜、油亮丝袜、普通黑袜，本来就应该是不同的选择。这个 LoRA 就是专门给小网眼大腿袜准备的。

推荐参数

• 确保正确加载 LoRA。
• 同时使用 tutuhh 和 thighhighs。
• 推荐起手：(tutuhh:1.3), (thighhighs)。
• LoRA 权重从 0.65 左右开始，常用范围一般是 0.5-1.0。
• CLIP 终止层数建议设置为 2。
• 如果网眼不明显，请在提示词里加强渔网相关描述。
• 如果网纹扩散到衣服、鞋子或背景，先降低 LoRA 权重，并把这些区域描述清楚。
• 如果叠加多个 LoRA，不要硬拉高本 LoRA 权重，而是逐步降低其他 LoRA 的干扰。

出图关键词

主触发词组：

tutuhh, thighhighs

• small mesh fishnet thighhighs
• black fishnet thighhighs
• half-leg fishnet stockings
• fine mesh stockings
• visible fishnet pattern
• stocking tops
• thighhigh stockings

如果结果变成完整连裤袜，请加强 thighhighs、stocking tops、half-leg fishnet stockings。如果结果只是普通黑袜，请加强 small mesh fishnet thighhighs 和 visible fishnet pattern。

常见问题

为什么变成普通黑色大腿袜？

请补充 small mesh fishnet thighhighs、fine mesh stockings、visible fishnet pattern 等渔网词。

为什么变成了完整连裤袜？

请加强 thighhighs、stocking tops、half-leg fishnet stockings，并避免使用强烈指向完整连裤袜的词。

权重调高后出现马赛克或纹理破碎怎么办？

先降低本 LoRA 权重。如果同时使用多个 LoRA，也降低其他 LoRA 权重，或者尝试 LoRA Block Weight 做局部控制。

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，或需要定制 LoRA 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 half-leg small mesh fishnet thighhighs LoRA です。細かい網目の fishnet thighhigh stockings を出すためのモデルで、full pantyhose でも普通の黒 stockings でもありません。

重要なのは、small mesh fishnet pattern と thighhighs shape の両方です。どちらかが弱いと、普通の黒 stockings、full pantyhose、または服や背景に広がる fishnet pattern になりやすいです。

• Type: small mesh fishnet thighhighs / half-leg stockings
• Color direction: black fishnet stockings
• Base model: SD 1.5
• Trigger words: tutuhh, thighhighs
• Recommended start: (tutuhh:1.3), (thighhighs)
• Example LoRA weight: around 0.65, then adjust between 0.5 and 1.0
• CLIP skip: 2

得意なこと

• 小さい網目の fishnet thighhighs を生成すること。
• full pantyhose ではなく half-leg thighhighs に寄せること。
• 細かい fishnet pattern を出しながら、人物、服、背景への影響を抑えること。
• HiSilk シリーズの fine mesh thighhighs 方向として使えること。
• SD 1.5 の realistic / semi-realistic base model で weight 調整しながら使えること。

制作意図

このモデルは実写高解像度素材と差分抽出ワークフローで作りました。学習対象は「黒い靴下」ではなく、小さい網目、thighhighs の範囲、太ももと stocking top の境界です。

fishnet LoRA は、small mesh thighhighs、full fishnet pantyhose、大きい fishnet stockings、glossy stockings、普通の黒 stockings を混ぜてしまうことがあります。この LoRA は small mesh thighhighs に絞ったモデルです。

推奨設定

• LoRA が正しく読み込まれていることを確認してください。
• tutuhh と thighhighs を一緒に使ってください。
• Recommended start: (tutuhh:1.3), (thighhighs)。
• LoRA weight は 0.65 前後から始め、0.5-1.0 の範囲で調整してください。
• CLIP skip: 2 を推奨します。
• 網目が弱い場合は fishnet 関連の prompt を強めてください。
• 模様が服、靴、背景に広がる場合は LoRA weight を下げ、周辺要素を明確に書いてください。

プロンプト例

Main trigger group:

tutuhh, thighhighs

• small mesh fishnet thighhighs
• black fishnet thighhighs
• half-leg fishnet stockings
• fine mesh stockings
• visible fishnet pattern
• stocking tops
• thighhigh stockings

full pantyhose になりやすい場合は thighhighs, stocking tops, half-leg fishnet stockings を強めてください。普通の黒 stockings になる場合は small mesh fishnet thighhighs と visible fishnet pattern を追加してください。

FAQ

なぜ普通の黒 thighhighs になりますか？

small mesh fishnet thighhighs, fine mesh stockings, visible fishnet pattern などを追加してください。

なぜ full pantyhose になりますか？

thighhighs, stocking tops, half-leg fishnet stockings を強め、full pantyhose を強く示す prompt を避けてください。

weight を上げて texture が崩れる場合は？

まずこの LoRA の weight を下げてください。複数 LoRA を使う場合は他の LoRA weight も下げるか、LoRA Block Weight を試してください。