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README.md

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+---
+license: apache-2.0
+---
+# Glass Sculpture - Kontext Image Editing LoRA
+
+## Model Introduction
+
+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 `Transform into a glass sculpture.` to transform the main subject in an image into a sparkling glass sculpture.
+
+## Model Results
+
+||Example 1|Example 2|Example 3|
+|-|-|-|-|
+|Original|![](./assets/9.jpg)|![](./assets/6.jpg)|![](./assets/12.jpg)|
+|Generated|![](./assets/9_blingbling.jpg)|![](./assets/6_blingbling.jpg)|![](./assets/12_blingbling.jpg)|
+
+||Example 4|Example 5|Example 6|
+|-|-|-|-|
+|Original|![](./assets/15.jpg)|![](./assets/5.jpg)|![](./assets/11.jpg)|
+|Generated|![](./assets/15_blingbling.jpg)|![](./assets/5_blingbling.jpg)|![](./assets/11_blingbling.jpg)|
+
+## Usage Instructions
+
+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  
+cd DiffSynth-Studio
+pip install -e .
+```
+
+```python
+import torch
+from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
+from PIL import Image
+from modelscope import snapshot_download
+
+snapshot_download("DiffSynth-Studio/FLUX.1-Kontext-dev-lora-blingbling", cache_dir="./models")
+pipe = FluxImagePipeline.from_pretrained(
+    torch_dtype=torch.bfloat16,
+    device="cuda",
+    model_configs=[
+        ModelConfig(model_id="black-forest-labs/FLUX.1-Kontext-dev", origin_file_pattern="flux1-kontext-dev.safetensors"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
+    ],
+)
+pipe.load_lora(pipe.dit, "models/DiffSynth-Studio/FLUX.1-Kontext-dev-lora-blingbling/model.safetensors", alpha=1)
+```
+
+image = Image.open("your_image.jpg")
+image = pipe(
+    prompt="Transform into a glass sculpture.",
+    kontext_images=image,
+    embedded_guidance=2.5,
+    seed=0,
+)
+image.save("output.jpg")
+```

README_from_modelscope.md

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+---
+base_model: MusePublic/FLUX.1-Kontext-Dev@v1
+cover_images:
+- _cover_images_/26_blingbling.jpg
+- _cover_images_/9_blingbling.jpg
+- _cover_images_/6_blingbling.jpg
+- _cover_images_/12_blingbling.jpg
+- _cover_images_/15_blingbling.jpg
+- _cover_images_/5_blingbling.jpg
+- _cover_images_/11_blingbling.jpg
+frameworks:
+- Pytorch
+license: Apache License 2.0
+tags:
+- LoRA
+- text-to-image
+tasks:
+- text-to-image-synthesis
+vision_foundation: FLUX_1
+
+#model-type:
+##如 gpt、phi、llama、chatglm、baichuan 等
+#- gpt
+
+#domain:
+##如 nlp、cv、audio、multi-modal
+#- nlp
+
+#language:
+##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
+#- cn 
+
+#metrics:
+##如 CIDEr、Blue、ROUGE 等
+#- CIDEr
+
+#tags:
+##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
+#- pretrained
+
+#tools:
+##如 vllm、fastchat、llamacpp、AdaSeq 等
+#- vllm
+---
+
+# 玻璃雕像 - Kontext 图像编辑 LoRA
+
+## 模型介绍
+
+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 `Transform into a glass sculpture.` 将画面中的主体内容转换为晶莹的玻璃雕像。
+
+## 模型效果
+
+||样例 1|样例 2|样例 3|
+|-|-|-|-|
+|原图|![](./assets/9.jpg)|![](./assets/6.jpg)|![](./assets/12.jpg)|
+|生成图|![](./assets/9_blingbling.jpg)|![](./assets/6_blingbling.jpg)|![](./assets/12_blingbling.jpg)|
+
+||样例 4|样例 5|样例 6|
+|-|-|-|-|
+|原图|![](./assets/15.jpg)|![](./assets/5.jpg)|![](./assets/11.jpg)|
+|生成图|![](./assets/15_blingbling.jpg)|![](./assets/5_blingbling.jpg)|![](./assets/11_blingbling.jpg)|
+
+## 使用说明
+
+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
+
+```
+git clone https://github.com/modelscope/DiffSynth-Studio.git  
+cd DiffSynth-Studio
+pip install -e .
+```
+
+```python
+import torch
+from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
+from PIL import Image
+from modelscope import snapshot_download
+
+snapshot_download("DiffSynth-Studio/FLUX.1-Kontext-dev-lora-blingbling", cache_dir="./models")
+pipe = FluxImagePipeline.from_pretrained(
+    torch_dtype=torch.bfloat16,
+    device="cuda",
+    model_configs=[
+        ModelConfig(model_id="black-forest-labs/FLUX.1-Kontext-dev", origin_file_pattern="flux1-kontext-dev.safetensors"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/"),
+        ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
+    ],
+)
+pipe.load_lora(pipe.dit, "models/DiffSynth-Studio/FLUX.1-Kontext-dev-lora-blingbling/model.safetensors", alpha=1)
+
+image = Image.open("your_image.jpg")
+image = pipe(
+    prompt="Transform into a glass sculpture.",
+    kontext_images=image,
+    embedded_guidance=2.5,
+    seed=0,
+)
+image.save("output.jpg")
+```

configuration.json

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+{
+    "aigc_model": true,
+    "model_file_location": "model.safetensors",
+    "framework": "Pytorch",
+    "task": "other"
+}

model.safetensors

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