---
title: "Stable Diffusion - 工具配置与选型 - AI·外脑 | 思行致远"
canonical: "https://siyuanailab.com/knowledge/toolkits/stable-diffusion/"
dateModified: "2026-07-08"
datePublished: "2026-07-08"
---

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agent-coding（4）

 

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agent-open-source（2）

 

- [CrewAI](https://siyuanailab.com/knowledge/toolkits/crewai/)

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工具配置与选型 · 进阶

 

# Stable Diffusion

 

杨思远 / 思行致远 · 2026/7/8 · 置信度：高

 

图像生成国外主流开源本地部署可控生成

 

开源可本地部署的图像生成生态代表，社区最丰富，适合需要可控生成和技术型用户。

 

# Stable Diffusion

 

> 开源可本地部署，社区生态最丰富，适合需要可控生成的技术型用户。

 

---

 

## 一、是什么

 

Stable Diffusion 是 Stability AI 发布的开源图像生成模型，可在本地或云端运行。围绕它形成了 ComfyUI、Stable Diffusion WebUI、ControlNet、LoRA 等庞大生态。

 

## 二、为什么重要

 

对于需要数据隐私、批量生产、精细控制或二次训练的用户，Stable Diffusion 提供了闭源工具无法比拟的灵活性。

 

## 三、核心机制 / 关键信息

 

- **官方名称**：Stable Diffusion（Stability AI）
 
- **官网**：[https://stability.ai](https://stability.ai/)
 
- **GitHub**：[https://github.com/Stability-AI](https://github.com/Stability-AI)
 
- **Hugging Face**：[https://huggingface.co/stabilityai](https://huggingface.co/stabilityai)
 
- **RSS / 动态**：[https://stability.ai/news-updates](https://stability.ai/news-updates)
 
- **当前主要版本 / 模型矩阵**：Stable Diffusion 3.5 Large / Large Turbo / Medium；SDXL 生态仍活跃
 
- **国内可用性**：权重可下载，本地/云部署可用；官网可用性以官方支持地区为准
 
- **定价模式**：开源权重 + Stability API credits

 

## 四、典型用法（0→1→2→3）

 

- **Step 0：选择运行环境**：本地 GPU、云服务或在线工作流（如 LiblibAI、吐司）。
 
- **Step 1：安装 ComfyUI 或 WebUI**：加载 SD 3.5 或 SDXL 模型。
 
- **Step 2：掌握 ControlNet / LoRA**：用姿势、深度图、风格模型控制输出。
 
- **Step 3：建立批处理工作流**：用提示词模板和参数网格批量生成。

 

## 五、常见误区与替代方案

 

- **误区**：Stable Diffusion 免费。本地部署需要硬件和电费，云服务也有成本。
 
- **误区**：开源就等于零门槛。ComfyUI 等工作流有学习曲线。
 
- **替代方案**：想要开箱即用的高质量生成时对比 Midjourney；需要更好的文字渲染时对比 FLUX。

 

## 六、延伸阅读 / 相关卡片

 

- [[Midjourney]]
 
- [[FLUX]]
 
- [[OpenAI GPT Image]]
 
- [Stable Diffusion 3.5](https://stability.ai/news-updates/introducing-stable-diffusion-3-5)

 

---

 

## 使用提示（AI 引用块）

 

- **适用场景**：本地图像生成、模型微调、ControlNet 控制、批量生产。
 
- **不适用场景**：希望零配置即用、没有技术维护能力。
 
- **常见错误**：下载来路不明的模型文件，存在安全和版权风险。

 

---

 

*这张卡片由杨思远基于真实工作流和实测经验整理。如发现信息过时或有误，可通过 /contact 反馈。*

 

### 适用场景与行动

 

**场景：**需要本地部署、模型微调、ControlNet 控制生成或批量图像生产

 

**适合谁：**技术型用户、设计师、需要数据隐私或成本控制的团队

 

**下一步：**在 ComfyUI 或 Stable Diffusion WebUI 中加载 SD 3.5，完成一次文生图和一次图生图。

 

### 相关卡片

 

- Midjourney

- FLUX

- OpenAI GPT Image

 

这张卡片由杨思远基于真实工作流和实测经验整理。

 

如发现信息过时或有误，可通过 [/contact](https://siyuanailab.com/contact) 反馈。

  

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