| --- |
| 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 |
| --- |
| |
|  |
|
|
| ## **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). |
