How to use from the
Use from the
Diffusers library
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", 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]

Anima-Aniart - 手绘水彩风格 LoKR

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。

关于本LoKR

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:

  • 手绘美学:有机、不完美的线条,呈现传统手绘质感
  • 水彩效果:柔和的色彩混合、自然的颜色渗透和半透明渲染
  • 颜色漂移:微妙的色彩偏移,增加深度和艺术感
  • 绘画质感:可见的笔触和纸张般的纹理

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。

模型详情

属性
模型名称 Anima-Aniart
类型 LoKR(低秩Kronecker乘积)
格式 .safetensors(兼容LoRA)
Rank/Alpha 64/32
基础模型 Anima
触发词 @aniart
推荐权重 0.8 - 1.2

快速开始

安装方法

  1. 下载 anima-aniart.safetensors 文件
  2. 将其放置在你的comfyUI模型目录中(通常为 models/loras/
  3. 使用LoRA加载器(仅模型)加载,使用触发词 @aniart 触发

基本用法

@aniart, 1girl, portrait, watercolor style, soft lighting, detailed face

推荐参数

  • 权重/强度:从 0.8 开始,最高可增加到 1.2 以获得更强效果

最佳使用场景

本LoKR最适合用于:

  • 肖像和特写 - 以水彩效果美丽地捕捉面部细节
  • 半身像 - 风格与构图的最佳平衡

示例提示词

肖像:

@aniart,masterpiece, best quality, very aesthetic, 1girl, close-up portrait, flowing hair, watercolor splash background, soft light, masterpiece, best quality

半身像:

@aniart,masterpiece, best quality, very aesthetic,1girl, half body, sitting, holding flowers, watercolor style, dreamy atmosphere, detailed eyes

复杂提示词:

@aniart, masterpiece, best quality, very aesthetic,
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

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.

局限性与建议

请注意以下几点:

  • 全身构图:本LoKR会降低模型渲染全身图像时的细节表现
  • 复杂背景:本LoKR会降低模型渲染复杂背景时的细节表现
  • 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

获得最佳效果的技巧

  1. 从较低权重开始(0.6-0.8),逐渐增加以找到最佳平衡点
  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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