Update README.md

README.md

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----
-license: apache-2.0
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+## LORA Qwen-Image example
+
+World first lora for [Qwen-Image](https://huggingface.co/Qwen/Qwen-Image)
+Trigger word: **Valentin**
+
+## 🧪 Usage
+---
+### 🔧 Initialization
+
+```python
+from diffusers import DiffusionPipeline
+import torch
+
+model_name = "Qwen/Qwen-Image"
+
+# Load the pipeline
+if torch.cuda.is_available():
+    torch_dtype = torch.bfloat16
+    device = "cuda"
+else:
+    torch_dtype = torch.float32
+    device = "cpu"
+
+pipe = DiffusionPipeline.from_pretrained(model_name, torch_dtype=torch_dtype)
+pipe = pipe.to(device)
+```
+
+### 🔌 Load LoRA Weights
+
+```python
+# Load LoRA weights
+pipe.load_lora_weights('pytorch_lora_weights.safetensors', adapter_name="lora")
+```
+
+### 🎨 Generate Image with lora trained on person
+
+```python
+prompt = '''Valentin in a natural daylight selfie at a cafe entrance. He looks seriously into the camera, wearing a black coat or jacket and wireless earbud. Background includes wooden frames, warm pendant lights, and urban cafe details. With text "FLYMY AI"'''
+negative_prompt =  " "
+image = pipe(
+    prompt=prompt,
+    negative_prompt=negative_prompt,
+    width=1024,
+    height=1024,
+    num_inference_steps=50,
+    true_cfg_scale=5,
+    generator=torch.Generator(device="cuda").manual_seed(346346)
+)
+
+# Display the image (in Jupyter or save to file)
+image.show()
+# or
+image.save("output.png")
+```
+
+### 🖼️ Sample Output
+
+![Sample Output](./assets/Valentin.jpg)
+
+
+## 🤝 Support
+
+If you have questions or suggestions, join our community:
+- 🌐 [FlyMy.AI](https://flymy.ai)
+- 💬 [Discord Community](https://discord.com/invite/t6hPBpSebw)
+- 🐦 [Follow us on X](https://x.com/flymyai)
+- 💼 [Connect on LinkedIn](https://linkedin.com/company/flymyai)
+- 📧 [Support](mailto:[email protected])
+
+**⭐ Don't forget to star the repository if you like it!**
+
+
+---
+license: apache-2.0
+---