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README.md

@@ -1,27 +1,28 @@
 ---
 license: apache-2.0
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-# 高分辨率修复 - Kontext 图像编辑 LoRA
 
-## 模型介绍
+# High-Resolution Fix - Kontext Image Editing LoRA
 
-本 LoRA 模型是基于 [Kontext](https://www.modelscope.cn/models/black-forest-labs/FLUX.1-Kontext-dev) 模型和 [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio) 训练的 LoRA 模型，使用本模型后，可输入指令 `Improve the clarity.` 提高图像的清晰度。
+## Model Introduction
 
-## 模型效果
+This LoRA model is trained based on the [Kontext](https://www.modelscope.cn/models/black-forest-labs/FLUX.1-Kontext-dev) model and [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio). After using this model, you can input the instruction `Improve the clarity.` to enhance the image clarity.
 
-||样例 1|样例 2|样例 3|
+## Model Results
+
+||Example 1|Example 2|Example 3|
 |-|-|-|-|
-|原图|![](./assets/image_0.jpg)|![](./assets/image_6.jpg)|![](./assets/image_14.jpg)|
-|生成图|![](./assets/image_0_fix.jpg)|![](./assets/image_6_fix.jpg)|![](./assets/image_14_fix.jpg)|
+|Original|![](./assets/image_0.jpg)|![](./assets/image_6.jpg)|![](./assets/image_14.jpg)|
+|Generated|![](./assets/image_0_fix.jpg)|![](./assets/image_6_fix.jpg)|![](./assets/image_14_fix.jpg)|
 
-||样例 4|样例 5|样例 6 (是的，可以处理正常图片)|
+||Example 4|Example 5|Example 6 (Yes, it can handle normal images)|
 |-|-|-|-|
-|原图|![](./assets/image_1.jpg)|![](./assets/image_3.jpg)|![](./assets/image_2.jpg)|
-|生成图|![](./assets/image_1_fix.jpg)|![](./assets/image_3_fix.jpg)|![](./assets/image_2_fix.jpg)|
+|Original|![](./assets/image_1.jpg)|![](./assets/image_3.jpg)|![](./assets/image_2.jpg)|
+|Generated|![](./assets/image_1_fix.jpg)|![](./assets/image_3_fix.jpg)|![](./assets/image_2_fix.jpg)|
 
-## 使用说明
+## Usage Instructions
 
-本模型基于框架 [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio/tree/main/examples/flux) 训练，请先安装
+This model is trained using the [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio/tree/main/examples/flux) framework. Please install it first:
 
 ```
 git clone https://github.com/modelscope/DiffSynth-Studio.git  
@@ -47,6 +48,7 @@ pipe = FluxImagePipeline.from_pretrained(
     ],
 )
 pipe.load_lora(pipe.dit, "models/DiffSynth-Studio/FLUX.1-Kontext-dev-lora-highresfix/model.safetensors", alpha=1)
+```
 
 image = Image.open("your_image.jpg")
 image = pipe(