Tutu’s sexy uniform (see-through black sailor serafuku school uniform)/图图的情趣制服（透视黑色水手服）

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 clothing LoRA, especially a semi-transparent costume, clean training and tagging are important. The model must learn the garment structure, fabric transparency, collar shape, sleeves, and skirt, while avoiding unnecessary pollution to the character, body shape, shoes, or the rest of the image.

• Official website: https://zhaotutu.xyz/
• Tutu Trainer: https://zhaotutu.xyz/downloads/tututrainer/
• Tutu Annotator: https://zhaotutu.xyz/downloads/tutuannotator/
• Bilibili: https://space.bilibili.com/431046154
• YouTube: https://www.youtube.com/@zhaotutu/videos
• Telegram: https://t.me/zhaotutu
• TikTok: https://www.tiktok.com/@zhaotututu
• Reddit: https://www.reddit.com/user/zhaotututu/
• GitHub: https://github.com/zhaotututu
• Email: [email protected]
• QQ: 331506796

Tutu's Adult Costume LoRA: See-Through Black Sailor Serafuku

This is a clothing LoRA for a see-through black sailor-style serafuku costume. It is intended for adult cosplay / fashion-style character generation. Please use it only with adult characters and avoid any underage context.

This model has a very practical origin: I happened to have this outfit on hand, so I photographed it, retouched the material, and processed it at 1024 x 1024 + bf16 for detail. Because the fabric is very transparent, preparing example images was troublesome and took about two days. The result, however, is a high-restoration clothing LoRA with very low pollution.

• Type: see-through black sailor-style serafuku costume
• Base model: SD 1.5
• Main trigger group: tutututu, black school uniform, black serafuku, sailor collar, black miniskirt, long sleeves
• Recommended weight: 0.4 to 0.9
• Recommended CLIP skip: 2
• CFG Scale: start around 7

What this model is good at

• Restoring the black sailor-style costume structure with high accuracy.
• Keeping the sailor collar, long sleeves, black miniskirt, and semi-transparent fabric direction.
• Maintaining low pollution to unrelated image elements.
• Working at relatively strong weights, including around 0.9 in many examples.
• Producing a more realistic clothing look than many generic uniform LoRAs.

Why I made this LoRA

There are many similar uniform LoRAs, but many of them are not close enough to real clothing. Some popular costume styles are missing, and many models affect the character or the whole image too much. I wanted a clothing LoRA that focuses on the garment itself: the black serafuku structure, the collar, skirt, sleeves, and transparent fabric.

The differential extraction method helps remove unrelated source-image content. In this model, the quality is mainly reflected in high restoration and very low pollution. If the trigger words are complete and there is no strong interference from other LoRAs, the outfit can be restored very closely.

Recommended settings

• Make sure the LoRA is loaded correctly.
• Recommended CLIP skip / CLIP stop layers: 2.
• Recommended weight: 0.4 to 0.9.
• Start CFG Scale around 7.
• Do not add too many negative prompts, or the LoRA effect may be weakened.
• I did not use LoRA Block Weight in the original examples, but you can try it if you need more local control.

Prompt keywords

Main trigger group:

tutututu, black school uniform, black serafuku, sailor collar, black miniskirt, long sleeves

When all of these are written and your parameters are correct, with no strong interference from other LoRAs, the outfit has a high chance of restoring the original clothing design very closely.

Useful prompt phrases:

• black serafuku
• sailor collar
• black miniskirt
• long sleeves
• see-through black fabric
• transparent black fabric
• adult cosplay outfit
• fashion portrait
• studio lighting

If the outfit is incomplete, include the full trigger group. If the clothing affects unrelated parts of the image, lower the LoRA weight or reduce interference from other LoRAs.

Training and production notes

The source outfit was photographed directly, then processed and retouched for training. The material was prepared at 1024 x 1024 with bf16 to keep more detail. Because this outfit is highly transparent, example preparation required extra care and took much longer than usual.

The model is designed to be a clothing LoRA, not a character LoRA. Its job is to restore the garment while keeping the rest of the image flexible. This is also why low pollution matters more than simply forcing a strong costume at any cost.

Responsible use

• Use this LoRA only for adult characters and adult fashion/cosplay contexts.
• Do not use this model for underage, school-age, or ambiguous-age sexualized content.
• 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.

FAQ

Why can I not restore the outfit accurately?

Use the full trigger group first. Check LoRA weight, CLIP skip, CFG, and whether other clothing LoRAs are interfering.

Why does the image become too explicit?

The source garment is transparent. Adjust styling, pose, camera angle, and prompt wording according to the content level you want. Use adult characters only.

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

Lower this LoRA weight first. If you use many LoRAs together, lower other LoRA weights too. You can also try LoRA Block Weight.

中文说明

这是图图情趣制服系列里的 透视黑色水手服 LoRA，适合成人 cosplay / 成人时装风格创作。请只用于成年角色，不要用于任何未成年人或年龄模糊的性化内容。

这个模型的来源很直接：这件衣服刚好我手头有一件，于是拍摄、修图，并用 1024 x 1024 + bf16 处理，尽量保留细节。因为这件衣服太透了，例图处理很麻烦，太容易出 R18，所以处理图花了两天时间。最终这个 LoRA 的质量很好，主要体现在还原度高、污染很少。

• 类型：透视黑色水手服 / 成人 cosplay 服装
• 基础模型：SD 1.5
• 主触发词组：tutututu, black school uniform, black serafuku, sailor collar, black miniskirt, long sleeves
• 推荐权重：0.4 到 0.9
• CLIP 终止层：2
• CFG Scale：从 7 左右开始

这个模型适合什么

• 高还原黑色水手服结构。
• 保留水手领、长袖、黑色短裙、透视黑色面料等服装特征。
• 减少对人物、鞋子、背景和整体画面的污染。
• 很多例图权重开到 0.9 也能保持较高还原度。
• 比泛用制服 LoRA 更贴近真实服装。

为什么要做这个 LoRA

类似制服 LoRA 很多，但很多不够贴近真实服装，或者会对人物和画面造成较大污染。我想做的是一个更专注于服装本身的 LoRA：黑色水手服结构、水手领、短裙、长袖和透视面料。

差异提取法几乎把不相关内容剪掉了，所以这个模型的重点是高还原和低污染。如果触发词写完整，参数正确，又没有其他 LoRA 干扰，大概率可以非常接近原版衣服。

推荐参数

• 确保正确加载 LoRA。
• CLIP 终止层数建议设置为 2。
• 推荐权重：0.4 到 0.9。
• 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。
• 原始例图中我没有使用 LoRA Block Weight，但如果需要更局部控制，可以尝试打开。

出图关键词

主触发词组：

tutututu, black school uniform, black serafuku, sailor collar, black miniskirt, long sleeves

这些都写上，如果能正确出图，参数设置无误，又没有其他 LoRA 干扰，大概率会高度还原原版衣服。

• black serafuku
• sailor collar
• black miniskirt
• long sleeves
• see-through black fabric
• transparent black fabric
• adult cosplay outfit
• fashion portrait
• studio lighting

制作说明

这件衣服是直接实拍后处理用于训练的。素材按 1024 x 1024 和 bf16 处理，尽量保留服装细节。因为衣服本身透明度很高，所以例图处理比一般服装 LoRA 更费时间。

这个模型是服装 LoRA，不是角色 LoRA。它的任务是还原衣服，同时尽量保持画面其他部分灵活可控。所以低污染比单纯强行出衣服更重要。

负责任使用

• 请只用于成年角色和成人时装/cosplay 场景。
• 不要用于未成年人、校园年龄、年龄模糊的性化内容。
• 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。

常见问题

为什么还原不准确？

先写完整触发词组，检查 LoRA 权重、CLIP skip、CFG，以及是否有其他服装 LoRA 干扰。

为什么画面太容易成人向？

衣服本身透明度高。根据你想要的内容级别调整造型、姿势、镜头角度和提示词，并且只用于成年角色。

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。

日本語説明

これは see-through black sailor-style serafuku costume LoRA です。成人 cosplay / 成人ファッション向けの衣装 LoRA として使ってください。未成年または年齢が曖昧な性的コンテンツには使用しないでください。

• Trigger: tutututu, black school uniform, black serafuku, sailor collar, black miniskirt, long sleeves
• Weight: 0.4 to 0.9
• CLIP skip: 2
• CFG Scale: start around 7

衣装の再現度を高めたい場合は、トリガー語を全部入れてください。透明な黒い生地のため、画像が強くなりすぎる場合は、ウェイト、ポーズ、カメラ角度、プロンプトを調整してください。