<h3 id="introduction">Introduction</h3>This LoRA is trained on Akemi Homura (暁美ほむら), a character from Mahou Shoujo Madoka Magic (魔法少女まどか☆マギカ).This LoRA was created at a friend's request, as they couldn't find a particularly good Homura model for Anima.<h3 id="usage">Usage</h3>Recommended LoRA strength: <code>0.9-1.0</code> Trigger word: <code>akemi homura</code>Magical girl outfit:<pre><code>capelet, white shirt, frilled skirt, frills, pleated skirt, miniskirt, neck ribbon, purple ribbon, purple bow, black pantyhose, thigh boots</code></pre>School outfit:<pre><code>school uniform, juliet sleeves, puffy sleeves, white collar, red bowtie, red bow, plaid clothes, plaid skirt, pleated skirt, black skirt, miniskirt, black pantyhose, loafers, brown footwear</code></pre>School outfit (with glasses / Moemura):<pre><code>(➕ TIP: Just append these tags to School outfit.)
glasses, semi-rimless eyewear, under-rim eyewear, twin braids, braid, hair bobbles, hair ornament</code></pre>Akuma Homura:<pre><code>(⚠️ NOTE: may not work very well. I'm going to train on more akuma homura images if having time)
akuma homura, mahou shoujo madoka magica, black dress, black wings, feathered wings, feathers, black gloves, elbow gloves, choker, bare shoulders, thighhighs, red ribbon, red bow</code></pre><h3 id="training-details">Training Details</h3><ul><li>Training tool: <code>sorryhyun/anima_lora v1.17.1</code></li><li>Dataset: 21 manually captioned files</li><li>LoRA rank / alpha: 32 / 128</li><li>Learning rate: <code>2e-5</code></li><li>Optimizer: AdamW</li><li>Learning rate schedule: Cosine decay with 5% warmup</li><li>Training duration: 600 steps</li><li>Precision: BF16</li><li>Resolution: Aspect-ratio buckets, approximately 1 megapixel</li><li>GPU: NVIDIA GeForce RTX 3090</li></ul><h3>简介</h3>这个 LoRA 使用《魔法少女小圆》（魔法少女まどか☆マギカ）中的角色晓美焰（暁美ほむら）进行训练。一位朋友一直找不到特别好用的 Anima 晓美焰模型，因此我应其请求制作了这个 LoRA。<h3>使用方法</h3>推荐 LoRA 强度： <code>0.9-1.0</code> 触发词： <code>akemi homura</code>魔法少女服装：<pre><code>capelet, white shirt, frilled skirt, frills, pleated skirt, miniskirt, neck ribbon, purple ribbon, purple bow, black pantyhose, thigh boots</code></pre>校服：<pre><code>school uniform, juliet sleeves, puffy sleeves, white collar, red bowtie, red bow, plaid clothes, plaid skirt, pleated skirt, black skirt, miniskirt, black pantyhose, loafers, brown footwear</code></pre>校服（戴眼镜）：<pre><code>(➕ 提示：在校服提示词后追加以下标签即可。)
glasses, semi-rimless eyewear, under-rim eyewear, twin braids, braid, hair bobbles, hair ornament</code></pre>恶魔焰：<pre><code>(⚠️ 注意：效果可能不太理想。如果有时间，我会用更多恶魔焰的图片继续训练。)
akuma homura, mahou shoujo madoka magica, black dress, black wings, feathered wings, feathers, black gloves, elbow gloves, choker, bare shoulders, thighhighs, red ribbon, red bow</code></pre><h3>训练详情</h3><ul><li>训练工具： <code>sorryhyun/anima_lora v1.17.1</code></li><li>数据集： 21 个手工标注的文件</li><li>LoRA rank / alpha： 32 / 128</li><li>学习率： <code>2e-5</code></li><li>优化器： AdamW</li><li>学习率调度： 余弦衰减，预热阶段占 5%</li><li>训练时长： 600 步</li><li>精度： BF16</li><li>分辨率： 按宽高比分桶，约 100 万像素</li><li>显卡： NVIDIA GeForce RTX 3090</li></ul>

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