---
license: apache-2.0
tags:
- pytorch
- diffusers
- text-to-image
---

# LoRA of Chinese Diffusion Model (2.5D)

## 简介 Brief Introduction

我们开源了适配中文 Diffusion 模型 `alibaba-pai/pai-diffusion-artist-large-zh` 的 LoRA，这个 LoRA 可以将模型生成的图像转换成 2.5D 风格。

We release a LoRA for our Chinese diffusion model `alibaba-pai/pai-diffusion-artist-large-zh`. This LoRA can synthesize images in 2.5D style.

* Github: [EasyNLP](https://github.com/alibaba/EasyNLP)

## 使用 Usage

```python
from diffusers import StableDiffusionPipeline

model_id = "alibaba-pai/pai-diffusion-artist-large-zh"
pipe = StableDiffusionPipeline.from_pretrained(model_id)
pipe.unet.load_attn_procs("alibaba-pai/pai-diffusion-artist-large-zh-lora-25D")
pipe = pipe.to("cuda")

prompt = "蓝天，白云，大草原"
image = pipe(prompt, cross_attention_kwargs={"scale": 0.4}).images[0]
image.save("result.png")
```

## 作品展示 Gallery

### 样例1 Example1

日系风景风格 -> 2.5D 风格

Japanese landscape style -> 2.5D style

prompt: 蓝天，白云，大草原

| scale: 0.0 | scale: 0.4 |
| - | - |
| ![](example1.png) | ![](example1_lora.png) |

### 样例2 Example2

写实人像风格 -> 2.5D 风格

Realistic portrait style -> 2.5D style

prompt: 抱着猫的少女

| scale: 0.0 | scale: 0.4 |
| - | - |
| ![](example2.png) | ![](example2_lora.png) |

### 样例3 Example3

写实动物风格 -> 2.5D 风格

Realistic animal style -> 2.5D style

prompt: 柴犬，狗

| scale: 0.0 | scale: 0.4 |
| - | - |
| ![](example3.png) | ![](example3_lora.png) |

### 样例4 Example4

漫画风格 -> 2.5D 风格

Comic style -> 2.5D style

prompt: 赛博朋克，霓虹灯，兜帽，黑衣人

| scale: 0.0 | scale: 0.4 |
| - | - |
| ![](example4.png) | ![](example4_lora.png) |

### 样例5 Example5

中国画风格 -> 2.5D 风格

Chinese painting style -> 2.5D style

prompt: 山川，河海，大雁

| scale: 0.0 | scale: 0.4 |
| - | - |
| ![](example5.png) | ![](example5_lora.png) |

## 使用须知 Notice for Use

使用上述模型需遵守[AIGC模型开源特别条款](https://terms.alicdn.com/legal-agreement/terms/common_platform_service/20230505180457947/20230505180457947.html)。

If you want to use this model, please read this [document](https://terms.alicdn.com/legal-agreement/terms/common_platform_service/20230505180457947/20230505180457947.html) carefully and abide by the terms.