description: <h2>Update information</h2><p></p><p>V3.0 updated. Fine-tuned LoRA to improve the effects of generating characters with complex body limbs and backgrounds. The overall styling is more toward manga style rather than simple lineart. A lower CFG scale can make lines thinner.</p><p></p><p>V3.0更新。对LoRA进行了微调，改善生成人物肢体和复杂背景的效果。整体更趋向漫画风而非纯线稿。低CFG scale可以让线条变细。</p><p></p><h2>Recommend settings</h2><p>Model: Anything V4.5</p><p>VAE: Orangemix (the same with NAI)</p><p>LoRA Strength: 1</p><p>Sampler: DPM++ 2M Karras</p><p>Sampling steps: 20</p><p>CFG: 7</p><p>Negative embedding: <a target="_blank" rel="ugc" href="https://civitai.com/models/7808/easynegative">EasyNegative</a>、<a target="_blank" rel="ugc" href="https://civitai.com/models/16993/badhandv4-animeillustdiffusion">badhandv4</a></p><p>Highres fix is also recommended.</p><p>Note: all the LoRA names used in sample images are my local name, you need to change them to your saved LoRA filename!</p><p>基模：Anything V4.5</p><p>VAE：Orangemix（同NAI）</p><p>LoRA强度：1</p><p>采样器：DPM++ 2M Karras</p><p>采样步数：20</p><p>CFG：7</p><p>负面embedding：<a target="_blank" rel="ugc" href="https://civitai.com/models/7808/easynegative">EasyNegative</a>、<a target="_blank" rel="ugc" href="https://civitai.com/models/16993/badhandv4-animeillustdiffusion">badhandv4</a></p><p>推荐使用高清修复。</p><p>注意：样图中的LoRA名称是我本地文件名，要改成你保存的文件名！</p><p></p><h2>Difference</h2><p></p><p>Here's a comparision of V2.0 and V3.0 (locally called V3 and V4 on my machine - V2 on my machine is not published):</p><p>V2.0和V3.0的对比（在我的本地机器上命名为V3和V4——本地的V2我并未发布）：</p><p></p><img src="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/38354d83-7523-4334-c3de-1a3a493e5a00/width=525/38354d83-7523-4334-c3de-1a3a493e5a00" /><img src="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/cc03ae1f-4391-4ff5-4850-d9478d78c600/width=525/cc03ae1f-4391-4ff5-4850-d9478d78c600" /><img src="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4c7eaa16-9f4d-4545-dc36-c2d3f43b9d00/width=525/4c7eaa16-9f4d-4545-dc36-c2d3f43b9d00" /><p></p><p>Comparision of different CFG scale:</p><p>不同CFG scale对比：</p><p></p><img src="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/845cf24a-c5c6-4ee0-a999-d7130ecb7e00/width=525/845cf24a-c5c6-4ee0-a999-d7130ecb7e00" />
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modelVersions.description: <p>V2.0 is updated! Trained with offset noise, and all demos are generated with Anything V4.5 base model and orange mix VAE.</p><p>What this model does: to generate true linearts! (not that manga-like monochrome illustrations)</p><p>You can use it without trigger words, but sometimes there will be some unwanted colors, you can use <code>monochrome</code> and <code>lineart</code> to avoid that! (also, remove all colors from your prompt if you don't bother)</p><p>And, with the help of ControlNet, you can convert any image into lineart. I made a <a target="_blank" rel="ugc" href="https://www.bilibili.com/video/av568016537/">video</a> to describe the process. <em>If the line is too thin, try lowering the low threshold for the canny preprocessor. Also, you can use multi-ControlNet to assist.</em></p><p>Try applying prompts like <code>sketch</code> or <code>doodles</code> , and you can get a cleaned sketch; by applying <a target="_blank" rel="ugc" href="https://civitai.com/models/7252">chartuner LoRA</a> and <a target="_blank" rel="ugc" href="https://twitter.com/DiffusionPics/status/1627990713546813443">openpose helper image</a>, you can get a decent character reference sheet ... this LoRA is full of possibilities!</p><p>But sometimes it doesn't go well with character LoRAs, you can either lower the strength of the character LoRA or this LoRA. This LoRA should work fine with a strength of 0.8~1.</p><p><em>Note: since this LoRA is trained based on Anything V4.5, using other base models may have some deteriorations, and you may need to adjust the strength for different base models. Check this reference sheet for different models:</em></p><p><a target="_blank" rel="ugc" href="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6a8a7f93-32ff-4c9d-9689-197ca1ae7600/width=3968/203078">https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6a8a7f93-32ff-4c9d-9689-197ca1ae7600/width=3968/203078</a></p><p></p><p>V2.0已更新，基于offset noise训练，所有展示图片均使用Anything V4.5作为基模，并使用orange mix的VAE。</p><p>本模型目的：生成干净的线稿图，而非漫画风黑板图。</p><p>正常时无需使用触发词，但有时会出现不想要的颜色，可以使用 <code>monochrome</code> 或 <code>lineart</code> 来加以辅助。</p><p>辅以ControlNet，即可将任何图片均转化为线稿风格，我做了一个<a target="_blank" rel="ugc" href="https://www.bilibili.com/video/av568016537/">视频</a>来简单讲解。<em>如果生成的线太细，可以尝试降低canny预处理器的low threshold，也可使用multi-ControlNet来辅助。</em></p><p>使用诸如 <code>sketch</code> 或 <code>doodles</code> 之类的prompt可以生成更干净的草稿风格图片；使用<a target="_blank" rel="ugc" href="https://civitai.com/models/7252">chartuner LoRA</a>和<a target="_blank" rel="ugc" href="https://twitter.com/DiffusionPics/status/1627990713546813443">openpose helper image</a>则可以生成人物三视图。本LoRA可玩度很高！</p><p>有时使用人物LoRA可能会出现问题，可以通过降低人物LoRA的权重或者降低本LoRA权重来调整效果。本LoRA强度推荐0.8~1。</p><p><em>注：因本模型是基于Anything V4.5进行训练的，故使用其他基模时可能性能会有所下降，可能需要对强度进行调整。下图为不同模型的强度参考：<br /></em><a target="_blank" rel="ugc" href="https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6a8a7f93-32ff-4c9d-9689-197ca1ae7600/width=3968/203078">https://imagecache.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6a8a7f93-32ff-4c9d-9689-197ca1ae7600/width=3968/203078</a></p>
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modelVersions.description: <p>Lineart style LoRA trained with offset noise, use <code>monochrome</code> or <code>lineart</code> to trigger, I highly recommend removing any color words from your prompt, like:</p><ul><li><p><s>purple eyes</s></p></li><li><p><s>blue</s> flower</p></li><li><p><s>red</s> dress</p></li></ul><p>线稿风LoRA，使用时请添加<code>monochrome</code> 或<code>lineart</code> 开启。推荐将prompt中与颜色相关的单词去掉。</p><p>The demo images are generated w/ Anything V4.5 (orangemix VAE).</p><p>如何利用ControlNet提取线稿（using ContorlNet to extract linearts from illustrations）：<a target="_blank" rel="ugc" href="https://www.bilibili.com/video/BV1Nv4y1a7ts">https://www.bilibili.com/video/BV1Nv4y1a7ts</a></p>
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modelVersions.name: v1.0 offset
modelVersions.publishedAt: 2023-03-05T12:54:20.645Z
modelVersions.trainedWords: monochrome lineart
name: Anime Lineart / Manga-like (线稿/線画/マンガ風/漫画风) Style
tags: anime girl lineart female manga monochrome style art style woman illustration digital illustration girls