<h1 id="about-ver-3.0">About Ver 3.0</h1><p>Version 3.0 includes significant changes compared to the previous two beta versions. This version was retrained using a smaller LoRA network, along with a larger batch size and more training epochs.</p><p>As with the beta versions, specific clothing requires prompt guidance; examples can be found in the beta version descriptions below.</p><p>Compared to the beta versions, Version 3.0 shows improved performance when rendering multiple characters. The model exhibits slight overfitting; if you intend to depict two characters in one image without assistance from tools such as ControlNet, it is <span style="color:rgb(250, 82, 82)">recommended to set the LoRA weight between 0.85 and 0.9</span>.</p><p>Below is a simple example showing the prompt for drawing two different characters in a single image without using additional tools:</p><pre><code>2girls, Two girls back to back,&lt;lora:gcg_AllinOne_v3:0.85&gt;,  look at viewer,  open mouth, smile,  outdoors, flower,
Cornelia \(Girl Cafe Gun\), Rokoko \(Girl Cafe Gun\),</code></pre><p>Negative Prompt:</p><pre><code>easynegative, badhandv4, 3girls,</code></pre><hr /><h1 id="about-beta-ver-0.1-and-0.2">About Beta Ver 0.1 &amp; 0.2</h1><p>This is an All-in-One model featuring the 16 main characters from the game Girl Cafe Gun. Trained over 3 epochs using nearly 60,000 in-game screenshots, this model enables generating all main characters with just a single LoRA. Almost all Live2D assets are included in the training set, so characters do not have fixed outfits and require prompt guidance to specify clothing. Below are example prompts showing the default outfit for each of the 16 characters:</p><h1 id="01-rococo"><strong>01 洛可可\ロココ\Rococo</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Rokoko (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Rokoko \(Girl Cafe Gun\), white pleated miniskirt, dress, white collared shirt, blue cropped open jacket, vest, long sleeves, school uniform, argyle clothes, striped clothes, buttons, yellow bow, green bow, striped bow, two-tone bow, yellow bowtie, striped bowtie, scrunchie,
&lt;lora:gcg_AllinOne:1&gt;
</code></pre><h1 id="02-cornelia"><strong>02 高奈利亚\コーネリア\Cornelia</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Cornelia (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt:"><strong>Default Prompt:</strong></h2><pre><code>Cornelia \(Girl Cafe Gun\), white pleated skirt, open jacket, blue striped shirt, long black sleeves, orange choker, star print, thigh strap, thigh pouch, holster,
&lt;lora:gcg_AllinOne:1&gt;
</code></pre><h1 id="03-juno"><strong>03 朱诺\ジュノ\ Juno</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Juno (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt:"><strong>Default Prompt:</strong></h2><pre><code>Juno \(Girl Cafe Gun\),black thighhighs, black short shorts, blue belt, buckle, blue bow, garter straps, black long-sleeved crop top, clothing cutout, choker, shiny clothes,
&lt;lora:gcg_AllinOne:1&gt;
</code></pre><h1 id="04-nolamoon"><strong>04 沐恩\ノーラ·ムーン\Nola·Moon</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Nola·Moon (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt:"><strong>Default Prompt:</strong></h2><pre><code>Nola·Moon \(Girl Cafe Gun\), pink collared buttoned dress with cleavage cutout, black pantyhose, black hairband, black ribbon, shrug (clothing), rimless eyewear,
&lt;lora:gcg_AllinOne:1&gt;
</code></pre><h1 id="05-suxiaozhen"><strong>05 苏小真\蘇小真\SuXiaozhen</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>SuXiaozhen (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt:"><strong>Default Prompt:</strong></h2><pre><code>SuXiaozhen \(Girl Cafe Gun\), white gloves, yellow frilled dress, puffy short sleeves, epaulettes, frills, yellow bow, white ascot,
&lt;lora:gcg_AllinOne:1&gt;</code></pre><h1 id="06-kikuriyuki"><strong>06 菊理千姬\きくり ゆき\KikuriYuki</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Yuki (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Yuki \(Girl Cafe Gun\), miko, japanese clothes, red hakama skirt, kimono, long wide sleeves, sleeves past wrists, white ribbon, red ribbon, hair ribbon, bow, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="07-irene"><strong>07 艾琳\アイリーン\Irene</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Irene (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Irene \(Girl Cafe Gun\), yellow dress, orange dress, short dress, sleeveless, frills, bare shoulders, off shoulder, white open long-sleeved jacket, jewelry, necklace, choker, bow, belt, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="08-grainne"><strong>08 格兰妮\グルニエ\Grainne</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Grainne (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Grainne \(Girl Cafe Gun\), white garrison cap, military hat, mini hat, white gloves, black thighhighs, zettai ryouiki, bodystocking, white dress, sleeveless, short dress, collared, see-through clothes, buttons, detached sleeves, bare shoulders, cape, cloak, blue necktie, aqua necktie, white collar, black ribbon, hair ribbon, black bow, two-sided fabric, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="09-shiwuxia"><strong>09 时无瑕\ジムカ\ShiWuxia</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>ShiWuxia (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>ShiWuxia \(Girl Cafe Gun\),black thighhighs, grey thighhighs, zettai ryouiki, red cropped blazer, red open jacket, white collared long-sleeved dress shirt, grey pleated miniskirt, school uniform, armband, underbust, wing collar, belt, pink ribbon, red ribbon, neck ribbon, pink bow, center frills,
&lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="10-shiwuyou"><strong>10 时无忧\ジムユウ\ShiWuyou</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>ShiWuyou (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>ShiWuyou \(Girl Cafe Gun\),headphones around neck, white collared long-sleeve shirt, sweater vest, school uniform, jacket tied around waist, pleated miniskirt, pink neck bow,&lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="11-lida"><strong>11 丽达\リタ\Lida</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Lida (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Lida \(Girl Cafe Gun\), red baseball cap, short denim cutoff shorts, cropped tank top, tied long sleeve shirt, green jacket, bare shoulders, belt, earrings, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="12-eksistere"><strong>12 伊珂丝\イーコス\Eksistere</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Eksistere (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Eksistere \(Girl Cafe Gun\), JOKER \(Girl Cafe Gun\), pink dress, frills, detached sleeves, wide long sleeves, sleeveless, bow, purple bow, bowtie, flower, maid headdress, &lt;lora:gcg_AllinOne:1&gt;</code></pre><hr /><h1 id="13-kaanal"><strong>13 卡萝\キャロ\Kaanal</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Kaanal (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Kaanal \(Girl Cafe Gun\), blue open jacket, red striped pantyhose, white ribbed turtleneck sweater, long sleeves, white dress, black hairband, beanie, pom pom \(clothes\), thigh strap, ribbon, coat, sleeves past wrists, pants, striped clothes, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="14-nie-shirou"><strong>14 聂诗柔\ジョウ シジュウ\Nie Shirou</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Shirou (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Shirou \(Girl Cafe Gun\), brown open jacket, black ribbed turtleneck sweater, white thighhighs, asymmetrical legwear, skirt, belt, thigh holster, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="15-aniya"><strong>15 阿尼娅\アニヤ\Aniya</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Aniya (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Aniya \(Girl Cafe Gun\), black elbow gloves, thighhighs, zettai ryouiki, dress, bare shoulders, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><h1 id="16-yui"><strong>16 唯\唯\Yui</strong></h1><h3 id="tag-word:"><strong>Tag word:</strong></h3><ul><li><p>Yui (Girl Cafe Gun)</p></li></ul><h2 id="default-prompt"><strong>Default Prompt</strong></h2><pre><code>Yui \(Girl Cafe Gun\), black thighhighs, red hakama pleated skirt, japanese clothes, bare shoulders, detached long sleeves, sleeves past wrists, black sleeveless shirt, kimono, obi, hakama, garter straps, pom pom \(clothes\), bell, ribbon, bow, &lt;lora:gcg_AllinOne:1&gt;
</code></pre><hr /><p>You can also try drawing two characters in a single image, but the current version of this LoRA is still an experimental beta release. Achieving ideal results using only text prompts is difficult, and you may need additional tools such as ControlNet to assist with processing. Please note that when two people appear in the image, hand details will very likely have issues—such as six fingers or disorganized hand structures—possibly due to the model rendering more than three pairs of hands. I've tried including three or more people in one image, but the results were generally poor. I'll attempt to optimize this in the future. For now, it's recommended to include only one person per image.</p><p></p><hr /><p>这是一个All in One 模型，包含游戏Girl Cafe Gun中的16位主要角色。本模型使用近6万张游戏截图训练了3个epoch，实现只需要1个Lora就能绘制出全部主角。几乎全部的Live2D都包含在训练集中，因此角色没有固定的衣着，需要使用提示词引导。以下展示了16个角色默认衣着的提示词示例可参考上方的内容。</p><p>你也可以尝试在一幅图中画两个角色，但是目前版本的Lora还是实验性质的Beta版本，单单依靠提示词很难达到理想效果，你可能需要诸如ControlNet等工具辅助处理。注意，两个人出镜时，手指大概率会有问题，比如六个手指头或者凌乱的手部结构，可能是画面中出现了三双以上的手导致的。我尝试过把三个以上的人物画在一幅画中，效果也比较糟糕，后续我尝试做下优化。目前还是建议一张图中只画一个人。</p><hr /><p>これはオールインワンモデルであり、ゲーム『Girl Cafe Gun』に登場する16人の主要キャラクターを含んでいます。本モデルは約6万枚のゲームスクリーンショットを使用して3エポック学習させたもので、1つのLoRAだけで全主人公を描画できるように実現しました。ほぼすべてのLive2Dモードがトレーニングデータセットに含まれているため、キャラクターには固定の衣装がなく、プロンプトによって衣装を指定する必要があります。以下に、16人のキャラクターそれぞれのデフォルト衣装に関するプロンプト例を示しますので、参考にしてください。</p><p>また、一枚の画像に二人のキャラクターを描くことも可能ですが、現時点でのLoRAはまだ実験的なベータ版であるため、単にプロンプトだけでは理想の結果を得るのが難しい場合があります。ControlNetなどの補助ツールを活用することをおすすめします。なお、二人同時に登場させる場合、手指に問題が生じやすいです（例えば6本の指や手の形が乱れるなど）。これは画面内に3組以上の手が存在していることが原因と考えられます。3人以上を同じ絵に描いてみたこともありますが、その結果もあまり良好ではなく、今後最適化を試みる予定です。現時点では、一枚の画像につき一人のキャラクターのみを描くことを推奨します。</p>

Girl Cafe Gun All in one （双生视界/ガール・カフェ・ガン）

<p>This model uses a larger batch size and more epochs, demonstrating better performance in multi-character scenarios.</p>

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