README.md

---
license: apache-2.0
language:
- en
base_model:
- Qwen/Qwen-Image-Edit-2511
pipeline_tag: image-to-image
library_name: diffusers
tags:
- lora
- black-and-white
- true-color
---

![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/5DUXGR5nazQkYcNWgLGnj.png)

# **QIE-2511-BW2TrueColor**

> **QIE-2511-BW2TrueColor** is an adapter LoRA developed for Qwen’s **Qwen-Image-Edit-2511** image-to-image model, designed to transform black-and-white images into true, natural colors. The model reconstructs plausible color information while preserving the original identity, composition, textures, lighting, and geometry. It delivers clean, artifact-free results with balanced tones, controlled contrast, and consistent color realism.

## **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/QIE-2511-BW2TrueColor")

prompt = "Transform Black and White into True Colors"

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]
```

**Trained on [ModelScope.cn](https://modelscope.cn)**

## **Trigger Prompt**

Use the following prompt to activate the black-and-white to color behavior:

```
Transform Black and White into True Colors
```

## **Download Model**

You can download the model files from the **Files & versions** tab:
[Download](https://huggingface.co/prithivMLmods/QIE-2511-BW2TrueColor/tree/main)