Instructions to use SAkizuki/Anima-Aniart with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SAkizuki/Anima-Aniart with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("circlestone-labs/Anima", torch_dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SAkizuki/Anima-Aniart") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
Update README.md
Browse files
README.md
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---
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language:
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- zh
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- en
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tags:
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- lora
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- anima
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- art-style
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- handpaint
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- watercolor
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- anime
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- illustration
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library_name: diffusers
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base_model:
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- circlestone-labs/Anima
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---
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# Anima-Aniart - 手绘水彩风格 LoKR
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一款为Anima模型设计的手绘水彩风格LoKR,旨在复现"Ani-Art"独特的手绘、水彩和颜色漂移美学效果。
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## 关于本LoKR
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这是我发布的第一个LoKR模型,专门用于捕捉Ani-Art作品中常见的手绘水彩风格。本LoKR能够生成具有以下特点的图像:
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- **手绘美学**:有机、不完美的线条,呈现传统手绘质感
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- **水彩效果**:柔和的色彩混合、自然的颜色渗透和半透明渲染
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- **颜色漂移**:微妙的色彩偏移,增加深度和艺术感
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- **绘画质感**:可见的笔触和纸张般的纹理
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**注意**:作为我的第一个LoKR发布版本,可能存在一些不完善之处。我会根据社区反馈持续学习和改进未来的版本。
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## 模型详情
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| 属性 | 值 |
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|------|-----|
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| 模型名称 | Anima-Aniart |
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| 类型 | LoKR(低秩Kronecker乘积) |
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| 格式 | .safetensors(兼容LoRA) |
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| Rank/Alpha | 64/32 |
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| 基础模型 | Anima |
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| 触发词 | `@aniart` |
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| 推荐权重 | 0.8 - 1.2 |
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## 快速开始
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### 安装方法
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1. 下载 `anima-aniart.safetensors` 文件
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2. 将其放置在你的comfyUI模型目录中(通常为 `models/loras/`)
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3. 使用LoRA加载器(仅模型)加载,使用触发词 `@aniart` 触发
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### 基本用法
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```
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@aniart, 1girl, portrait, watercolor style, soft lighting, detailed face
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```
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### 推荐参数
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- **权重/强度**:从 `0.8` 开始,最高可增加到 `1.2` 以获得更强效果
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## 最佳使用场景
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本LoKR最适合用于:
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- **肖像和特写** - 以水彩效果美丽地捕捉面部细节
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- **半身像** - 风格与构图的最佳平衡
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### 示例提示词
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**肖像:**
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```
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@aniart,masterpiece, best quality, very aesthetic, 1girl, close-up portrait, flowing hair, watercolor splash background, soft light, masterpiece, best quality
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```
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**半身像:**
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```
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@aniart,masterpiece, best quality, very aesthetic,1girl, half body, sitting, holding flowers, watercolor style, dreamy atmosphere, detailed eyes
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```
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**复杂提示词:**
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```
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@aniart, masterpiece, best quality, very aesthetic,
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best quality, score_7, sensitive, 1girl, solo, komiya kaho, idolmaster shiny colors, red hair, ahoge, side ponytail, hair flaps, crossed bangs, red eyes, small breasts, magical girl, armored dress, (fingerless gloves:2), cloak, floating cape, bracer, breastplate, determined, raised fist, clenched hand, looking at viewer, magic circle, magic circle background, glowing, feathers, gleam, upper body
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A young magical girl with red hair in a side ponytail and an ahoge stands heroically, her cloak billowing behind her as she raises a clenched fist toward the viewer with a determined expression. Her armored dress and breastplate gleam under the glow of a magic circle background, while feathers drift through the air around her. The upper-body composition frames her confident pose and sharp gaze, capturing the essence of a great hero.
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```
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## 局限性与建议
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请注意以下几点:
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- **全身构图**:本LoKR会降低模型渲染全身图像时的细节表现
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- **复杂背景**:本LoKR会降低模型渲染复杂背景时的细节表现
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- **高权重时的强风格**:权重超过1.2可能会过度扭曲原始构图
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### 获得最佳效果的技巧
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1. **从较低权重开始**(0.6-0.8),逐渐增加以找到最佳平衡点
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2. **使用质量提示词**:包含"masterpiece, best quality, detailed"等词语以保持图像质量
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