ComfyUI Workflow
This LoRA works with a modified version of Comfy's Qwen/Qwen-Image-Edit-2511 workflow. The main modification is adding a Qwen-Image-Edit-2511 LoRA node connected to the base model.
Put qwen_image_edit_2511_trendy_figurines.safetensors into ComfyUI/models/loras/, import the linked workflow in ComfyUI, then select this LoRA weight in the workflow.
See the Downloads section below for the model weights and workflow file.
### Direct Use
```python
from diffusers import QwenImageEditPipeline
import torch
from PIL import Image
# Load the Qwen-Image-Edit-2511 pipeline.
pipeline = QwenImageEditPipeline.from_pretrained(
"Qwen/Qwen-Image-Edit-2511",
torch_dtype=torch.bfloat16,
)
pipeline.to("cuda")
# Load trained LoRA weights for trendy figurine image editing.
pipeline.load_lora_weights(
"starsfriday/Qwen-Image-Edit-2511-Trendy_figurines",
weight_name="qwen_image_edit_2511_trendy_figurines.safetensors",
)
# Load input image.
image = Image.open("./input.png").convert("RGB")
# Define the editing prompt.
prompt = "把整个图片的内容变成潮玩手办风格，风格： 盲盒玩具风，泡泡玛特审美，Q版风格，材质： 光滑PVC材质，细腻光泽，细节： 精致细节，柔和配色，渲染： 3D渲染，Octane渲染，高细节，8k超高清。"
# Generate edited image.
inputs = {
"image": image,
"prompt": prompt,
"generator": torch.manual_seed(12345),
"true_cfg_scale": 3.0,
"negative_prompt": " ",
"num_inference_steps": 25,
}
with torch.inference_mode():
output = pipeline(**inputs)
output_image = output.images[0]
output_image.save("edited_image.png")
```
## Trigger phrase
```text
把整个图片的内容变成潮玩手办风格，风格： 盲盒玩具风，泡泡玛特审美，Q版风格，材质： 光滑PVC材质，细腻光泽，细节： 精致细节，柔和配色，渲染： 3D渲染，Octane渲染，高细节，8k超高清。
```
There is no fixed trigger word. The prompt can be adjusted according to the input image, subject, pose, clothing, scene, lighting, and background.
## Suggested settings
- Resolution: `1024 x 1024`
- Sampler: `flowmatch`
- Sampling steps: `25`
- Guidance scale: `3`
- LoRA strength: start from `0.8` to `1.0`
## Download model
Weights for this model are available in Safetensors format.
[Download model](https://huggingface.co/starsfriday/Qwen-Image-Edit-2511-Trendy_figurines)
[Download LoRA weights](https://huggingface.co/starsfriday/Qwen-Image-Edit-2511-Trendy_figurines/blob/main/qwen_image_edit_2511_trendy_figurines.safetensors)
[Download ComfyUI workflow](https://huggingface.co/starsfriday/Qwen-Image-Edit-2511-Trendy_figurines/blob/main/Qwen-Edit-2511-Trendy_figurines.json)
## Contact
Email: z@vvicat.com
## Training at JoyFox Lab
This model family was trained and optimized by JoyFox Lab (Chengdu Xuanhu Technology Co., Ltd.).