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.gitattributes

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+result/result1.png filter=lfs diff=lfs merge=lfs -text
+result/result2.png filter=lfs diff=lfs merge=lfs -text
+result/result3.png filter=lfs diff=lfs merge=lfs -text
+result/test.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,97 @@
+---
+license: apache-2.0
+language:
+- en
+base_model:
+- Qwen/Qwen-Image-Edit-2509
+tags:
+- image-generation
+- lora
+- Qwen-Image
+pipeline_tag: image-to-image
+library_name: diffusers
+widget:
+- text: >-
+    Upscale this picture to 4K resolution. 
+  output:
+    url: result/result1.png
+- text: >-
+    Upscale this picture to 4K resolution.
+  output:
+    url: result/result2.png
+- text: >-
+    Upscale this picture to 4K resolution.  
+  output:
+    url: result/result3.png
+
+---
+# valiantcat Qwen-Image-Edit-2509 LoRA
+
+<Gallery />
+
+## Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This is a model for High-definition magnification of the picture, trained on ```Qwen/Qwen-Image-Edit-2509```, and it is mainly used for losslessly enlarging images to approximately 2K size.For use in ```ComfyUI```.
+
+<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+  <h2 style="color: #24292e; margin-top: 0;">ComfyUI Workflow</h2>
+  <p>This LoRA works with a modified version of <a href="https://huggingface.co/valiantcat/Qwen-Image-Edit-2509-Upscale2K/blob/main/Upscale.json" style="color: #0366d6; text-decoration: none;">Comfy's Qwen/Qwen-Image-Edit-2509 workflow</a>. The main modification is adding a Qwen/Qwen-Image-Edit-2509 LoRA node connected to the base model.</p>
+  <p>See the Downloads section above for the modified workflow.</p>
+</div>
+
+### Direct Use
+
+```
+from diffusers import QwenImageEditPipeline
+import torch
+from PIL import Image
+
+# Load the pipeline
+pipeline = QwenImageEditPipeline.from_pretrained("Qwen/Qwen-Image-Edit-2509")
+pipeline.to(torch.bfloat16)
+pipeline.to("cuda")
+
+# Load trained LoRA weights for in-scene editing
+pipeline.load_lora_weights("valiantcat/Qwen-Image-Edit-2509-Upscale2K", weight_name="qwen_image_edit_2509_upscale.safetensors")
+
+# Load input image
+image = Image.open("./result/test.jpg").convert("RGB")
+
+# Define in-scene editing prompt
+prompt = "Upscale this picture to 4K resolution."
+
+# Generate edited image with enhanced scene understanding
+inputs = {
+    "image": image,
+    "prompt": prompt,
+    "generator": torch.manual_seed(12345),
+    "true_cfg_scale": 4.0,
+    "negative_prompt": " ",
+    "num_inference_steps": 50,
+}
+
+with torch.inference_mode():
+    output = pipeline(**inputs)
+    output_image = output.images[0]
+    output_image.save("edited_image.png")
+
+
+```
+
+## Trigger phrase
+
+```Upscale this picture to 4K resolution.```
+
+There is no fixed trigger word. The specific removal prompt needs to be tested more
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](https://huggingface.co/valiantcat/Qwen-Image-Edit-2509-Upscale2K)
+
+## Training at Chongqing Valiant Cat
+
+This model was trained by the AI Laboratory of Chongqing Valiant Cat Technology Co., LTD(```https://vvicat.com/```).Business cooperation is welcome

Upscale.json

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