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# 多模型对比实验报告
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## 1.
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- **LDM 256**:轻量级快速生成模型
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1. 性能差异明显
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2. 支持相同prompt输入格式
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3. 可在CPU环境运行
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## 2. 系统实现细节
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### 架构设计
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```mermaid
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graph
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A[
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B -->
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B -->
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B -->
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# 多模型对比实验报告
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## 1. 模型配置
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```python
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model_configs = [
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{
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"name": "Stable Diffusion v1.5",
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"repo": "runwayml/stable-diffusion-v1-5",
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"type": "General Purpose"
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},
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# 其他模型配置...
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]
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```
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## 2. 性能对比
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| 模型 | 加载时间 | 生成速度 (512x512) |
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|--------------------|----------|--------------------|
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| Stable Diffusion | 45s | 12s/image |
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| Openjourney | 38s | 9s/image |
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| LDM | 28s | 5s/image |
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## 3. 典型输出
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## 4. 系统架构
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```mermaid
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graph LR
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A[用户输入] --> B(负载均衡)
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B --> C[SD模型]
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B --> D[Openjourney]
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B --> E[LDM]
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C --> F[结果聚合]
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D --> F
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E --> F
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F --> G[可视化输出]
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```
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