---
title: Qwen-Image-Edit-2511-Ultra-Realistic-Portrait
canonical_url: "https://www.modelscope.cn/models/prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait"
md_url: "https://www.modelscope.cn/models/prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait.md"
repository: prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait
last_updated: 2026-06-20
license: apache-2.0
pipeline_tag: image-to-image
tasks:
  - image-to-image
base_model:
  - Qwen/Qwen-Image-Edit-2511
base_model_relation: adapter
parameters: 471.9M
tensor_type:
  - BF16
library_name:
  - pytorch
  - lora
  - safetensors
frameworks:
  - pytorch
language:
  - en
supports_inference: img2img
downloads: 404
stars: 5
tags:
  - lora
  - art
---

# Qwen-Image-Edit-2511-Ultra-Realistic-Portrait

> Qwen-Image-Edit-2511-Ultra-Realistic-Portrait - prithivMLmods 在 ModelScope 开源的模型。Qwen-Image-Edit-2511-Ultra-Realistic-Portrait

prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait 是 ModelScope 魔搭社区上的 471.9M 参数image-to-image模型，采用 apache-2.0 许可，基于 Qwen/Qwen-Image-Edit-2511 构建，并支持在线推理（img2img）。

- **Repository**: prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait
- **License**: apache-2.0
- **Tasks**: image-to-image
- **Parameters**: 471.9M
- **Base model**: Qwen/Qwen-Image-Edit-2511
- **Online inference**: img2img
- **Tags**: lora, art
- **Downloads**: 404
- **Stars**: 5
- **Last updated**: 2026-06-20

Source: https://www.modelscope.cn/models/prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait

---

![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/gRzQ78c7k-1lb_c2EEkSz.png)
![2](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/C2tytLjOam3rqiFipev4Z.png)

# **Qwen-Image-Edit-2511-Ultra-Realistic-Portrait**

> Qwen-Image-Edit-2511-Ultra-Realistic-Portrait is an adapter LoRA developed for Qwen’s Qwen-Image-Edit-2511 image-to-image model, designed to generate ultra-realistic glamour-style portraits with strict identity preservation. The model focuses on high-end fashion realism by combining cinematic directional lighting, refined makeup aesthetics, and detailed epidermal textures. It enhances micropores, microhairs, subtle oil sheen, soft wrinkles, and subsurface scattering while preserving the subject’s natural facial structure and original details. Visual consistency is maintained across lighting, shadows, skin tones, and composition, delivering a luxury fashion-magazine look without artificial smoothing or excessive retouching. This makes the model well suited for premium portrait generation where realism, identity fidelity, and cinematic polish are essential. Above are example outputs demonstrating the model’s ability to produce high-quality, visually cohesive ultra-realistic portrait results.


## **Quick Start with Diffusers**

> Compatible with versions 2509 and 2511.

```bash
pip install -U diffusers transformers accelerate
```

```python
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image

# Switch to "mps" for Apple devices
pipe = DiffusionPipeline.from_pretrained(
    "Qwen/Qwen-Image-Edit-2511",
    dtype=torch.bfloat16,
    device_map="cuda"
)

pipe.load_lora_weights("prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait")

prompt = "ultra-realistic portrait"

input_image = load_image(
    "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png"
)

image = pipe(image=input_image, prompt=prompt).images[0]
```

## **Core Prompt**

```
Transform the image into an ultra-realistic glamour portrait while strictly preserving the subject’s identity. Apply a close-up composition with a slight head tilt and a hand near the face, enhance cinematic directional lighting with dramatic fashion-style highlights, and refine makeup details including glowing skin, glossy lips, luminous highlighter, and defined eyes. Increase skin realism with detailed epidermal textures such as micropores, microhairs, subtle oil sheen, natural highlights, soft wrinkles, and subsurface scattering. Maintain a luxury fashion-magazine look in a 9:16 aspect ratio, preserving realism, facial structure, and original details without over-smoothing or retouching.
```

## **Trigger Prompt**

Use the following prompt to activate the ultra-realistic portrait effect:

```
ultra-realistic portrait
```

## **Download Model**

You can download the model files from the **Files & versions** tab:
[Download](https://huggingface.co/prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait/tree/main)