prithivMLmods/Qwen-Image-2.1-Natural-Exposure-LoRA

Qwen-Image-2.1-Natural-Exposure-LoRA

Qwen-Image-2.1-Natural-Exposure-LoRA is a LoRA adapter for Qwen-Image-2.1, designed to transform images with balanced, neutral exposure while preserving natural colors, details, lighting, and overall image consistency.

This is an experimental preview model. Results may vary depending on the input image, lighting conditions, and overall image composition.

Model Details

• Base Model: Qwen/Qwen-Image-2.1
• Adapter: Qwen-Image-2.1-Natural-Exposure-LoRA
• Model Type: LoRA / Adapter
• Model Status: Preview / Experimental
• Created by: prithivMLmods

Training Specifications

Parameter	Configuration
Dataset	38 pairs of high-quality images with manually adjusted exposure
Save Precision	BF16
Learning Rate	1e-4
Optimizer	AdamW
Network Dimension (Rank)	16
Total Steps	4000
Trigger Prompt	Transform the image with balanced neutral exposure

Download

Download the model files from the Files & versions tab:

Download Qwen-Image-2.1-Natural-Exposure-LoRA

Usage

Load the LoRA adapter with Qwen-Image-2.1 and provide an input image.

Use the trigger prompt:

Transform the image with balanced neutral exposure

For best results, use images with noticeable exposure variations or uneven lighting.

Limitations

This is an early preview release and may produce artifacts or inconsistencies in challenging cases, including:

• Extremely underexposed or overexposed images
• Complex lighting conditions
• High-contrast scenes
• Strong color casts
• Fine details and textures
• Images with unusual exposure or lighting conditions

Results can vary depending on the input image and its original lighting conditions.

License

Please refer to the license terms of the base model, Qwen-Image-2.1, and ensure compliance with its terms when using or redistributing this adapter.

Acknowledgements

This adapter was created by prithivMLmods and is built for use with Qwen-Image-2.1.