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README.md
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license: apache-2.0
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---
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license: apache-2.0
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tags:
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- pytorch
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- diffusers
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- text-to-image
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---
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# LoRA of Chinese Diffusion Model (2.5D)
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## 简介 Brief Introduction
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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。
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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.
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* Github: [EasyNLP](https://github.com/alibaba/EasyNLP)
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## 使用 Usage
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```python
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from diffusers import StableDiffusionPipeline
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model_id = "alibaba-pai/pai-diffusion-artist-large-zh"
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pipe = StableDiffusionPipeline.from_pretrained(model_id)
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pipe.unet.load_attn_procs("alibaba-pai/pai-diffusion-artist-large-zh-lora-25D")
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pipe = pipe.to("cuda")
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prompt = "蓝天，白云，大草原"
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image = pipe(prompt, cross_attention_kwargs={"scale": 0.4}).images[0]
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image.save("result.png")
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```
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## 作品展示 Gallery
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### 样例1 Example1
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日系风景风格 -> 2.5D 风格
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Japanese landscape style -> 2.5D style
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prompt: 蓝天，白云，大草原
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| scale: 0.0 | scale: 0.4 |
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| - | - |
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|  |  |
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### 样例2 Example2
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写实人像风格 -> 2.5D 风格
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Realistic portrait style -> 2.5D style
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prompt: 抱着猫的少女
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| scale: 0.0 | scale: 0.4 |
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| - | - |
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|  |  |
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### 样例3 Example3
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写实动物风格 -> 2.5D 风格
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Realistic animal style -> 2.5D style
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prompt: 柴犬，狗
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| scale: 0.0 | scale: 0.4 |
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| - | - |
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|  |  |
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### 样例4 Example4
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漫画风格 -> 2.5D 风格
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Comic style -> 2.5D style
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prompt: 赛博朋克，霓虹灯，兜帽，黑衣人
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| scale: 0.0 | scale: 0.4 |
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| - | - |
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|  |  |
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### 样例5 Example5
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中国画风格 -> 2.5D 风格
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Chinese painting style -> 2.5D style
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prompt: 山川，河海，大雁
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| scale: 0.0 | scale: 0.4 |
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| - | - |
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## 使用须知 Notice for Use
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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)。
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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.
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