---
license: other
license_name: bria-fibo
license_link: https://creativecommons.org/licenses/by-nc/4.0/deed.en
base_model:
- briaai/Fibo-2.0-dev
language:
- en
- zh
pipeline_tag: image-to-image
library_name: diffusers
tags:
- lora
- natural-exposure
- image-editing
- I2I
---

![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/tGAEn7CvDvZGiaxPMdcEW.png)

## **Natural-Exposure-Fibo-2.0-dev**

Natural-Exposure-Fibo-2.0-dev is a LoRA adapter for [briaai/Fibo-2.0-dev](https://huggingface.co/briaai/Fibo-2.0-dev), designed to transform images with balanced, natural exposure while preserving natural colors, details, lighting, and overall image consistency.

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

## Model Details

- **Base Model:** [briaai/Fibo-2.0-dev](https://huggingface.co/briaai/Fibo-2.0-dev)
- **Adapter:** `Natural-Exposure-Fibo-2.0-dev`
- **Model Type:** LoRA / Adapter
- **Model Status:** Preview / Experimental
- **Created by:** [prithivMLmods](https://huggingface.co/prithivMLmods)

## Training Specifications

| Parameter | Configuration |
| --- | --- |
| Save Precision | BF16 |
| Learning Rate | `1e-4` |
| Optimizer | AdamW |
| Network Dimension (Rank) | 16 |
| Total Steps | 4000 |
| Trigger Prompt | `transform the image with balanced, natural exposure` |

## Download

Download the model files from the **Files & versions** tab:

[Download Natural-Exposure-Fibo-2.0-dev](https://huggingface.co/prithivMLmods/Natural-Exposure-Fibo-2.0-dev/tree/main)

## Usage

Load the LoRA adapter with **Fibo-2.0-dev** and provide an input image.

Use the trigger prompt:

```text
transform the image with balanced, natural 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, [briaai/Fibo-2.0-dev](https://huggingface.co/briaai/Fibo-2.0-dev), and ensure compliance with its terms when using or redistributing this adapter.

## Acknowledgements

This adapter was created by [prithivMLmods](https://huggingface.co/prithivMLmods) and is built for use with [briaai/Fibo-2.0-dev](https://huggingface.co/briaai/Fibo-2.0-dev).