Update README.md

README.md

@@ -1,54 +1,62 @@
-# Exposure Control LoRAs for FLUX.1 Kontext (dev)
-
-These are LoRAs trained to control the exposure of images generated with **FLUX.1 Kontext (dev)**, a state-of-the-art image editing model from Black Forest Labs. These LoRAs allow you to increase or decrease the exposure value (EV) of the output image.
-
-## How to Use
-
-- To decrease exposure, use the LoRAs with negative EV values and their corresponding trigger words (e.g., `ev-2` for `ev-2.safetensors`, `ev-4` for `ev-4.safetensors`).
-- To increase exposure, use the LoRAs with positive EV values and their corresponding trigger words (e.g., `ev+2` for `ev+2.safetensors`, `ev+4` for `ev+4.safetensors`).
-- Adjust the LoRA weight to control the intensity of the effect. A weight of 1 is a good starting point.
-- Trigger words are the same as the LoRA name without the extension (e.g., `ev+2`, `ev-2`).
-
-## ComfyUI Workflow for HDR Image Generation
-
-These LoRAs work perfectly with ComfyUI to generate multiple exposure images that can be combined into HDR (High Dynamic Range) images.
-
-### HDR Processing with ComfyUI
-For creating professional HDR images using these exposure LoRAs, use the **Luminance Stack Processor** custom nodes:
-
-**🔗 GitHub Repository**: [Luminance Stack Processor](https://github.com/sumitchatterjee13/Luminance-Stack-Processor)
-
-This custom ComfyUI node allows you to:
-- Merge different exposure level images (generated with these LoRAs)
-- Create high dynamic range images using advanced algorithms
-- Export professional 32-bit EXR files with preserved HDR values
-- Use the **Radiance Fusion Algorithm** for enhanced HDR processing
-
-### Workflow Process:
-1. Generate images with different LoRAs (`ev-4`, `ev-2`, `ev+2`, `ev+4`)
-2. Use the **Luminance Stack Processor** nodes to combine exposures
-3. Export as HDR EXR files with full dynamic range preservation
-
-Complete ComfyUI workflow examples are available in the repository's `/workflow` directory.
-
-## Examples and Visual Guide
-
-### ComfyUI Workflow Setup
-![ComfyUI Workflow](images/Comfyui%20workflow.jpg)
-*Complete workflow setup showing how to use the exposure LoRAs in ComfyUI*
-
-### Exposure Comparison Examples
-
-**Indoor Scene - Light Bulb**
-![Bulb Exposure Comparison](images/Bulb.jpg)
-*Comparison showing the same bulb scene with different EV settings: Original, EV+4, EV+2, EV-2, EV-4*
-
-**Outdoor Scene - Landscape**
-![Outdoor Exposure Comparison](images/outdoor1.jpg)
-*Comparison showing the same landscape with different EV settings: Original, EV+4, EV+2, EV-2, EV-4*
-
-### Advanced Feature: Highlight Clamping Reduction
-![Reduce Highlight Clamping](images/Reduce%20highlight%20clamping.jpg)
-*Example showing reduced highlight clamping for better dynamic range preservation*
-
+---
+license: other
+base_model:
+- black-forest-labs/FLUX.1-Kontext-dev
+pipeline_tag: image-to-image
+tags:
+- art
+---
+# Exposure Control LoRAs for FLUX.1 Kontext (dev)
+
+These are LoRAs trained to control the exposure of images generated with **FLUX.1 Kontext (dev)**, a state-of-the-art image editing model from Black Forest Labs. These LoRAs allow you to increase or decrease the exposure value (EV) of the output image.
+
+## How to Use
+
+- To decrease exposure, use the LoRAs with negative EV values and their corresponding trigger words (e.g., `ev-2` for `ev-2.safetensors`, `ev-4` for `ev-4.safetensors`).
+- To increase exposure, use the LoRAs with positive EV values and their corresponding trigger words (e.g., `ev+2` for `ev+2.safetensors`, `ev+4` for `ev+4.safetensors`).
+- Adjust the LoRA weight to control the intensity of the effect. A weight of 1 is a good starting point.
+- Trigger words are the same as the LoRA name without the extension (e.g., `ev+2`, `ev-2`).
+
+## ComfyUI Workflow for HDR Image Generation
+
+These LoRAs work perfectly with ComfyUI to generate multiple exposure images that can be combined into HDR (High Dynamic Range) images.
+
+### HDR Processing with ComfyUI
+For creating professional HDR images using these exposure LoRAs, use the **Luminance Stack Processor** custom nodes:
+
+**🔗 GitHub Repository**: [Luminance Stack Processor](https://github.com/sumitchatterjee13/Luminance-Stack-Processor)
+
+This custom ComfyUI node allows you to:
+- Merge different exposure level images (generated with these LoRAs)
+- Create high dynamic range images using advanced algorithms
+- Export professional 32-bit EXR files with preserved HDR values
+- Use the **Radiance Fusion Algorithm** for enhanced HDR processing
+
+### Workflow Process:
+1. Generate images with different LoRAs (`ev-4`, `ev-2`, `ev+2`, `ev+4`)
+2. Use the **Luminance Stack Processor** nodes to combine exposures
+3. Export as HDR EXR files with full dynamic range preservation
+
+Complete ComfyUI workflow examples are available in the repository's `/workflow` directory.
+
+## Examples and Visual Guide
+
+### ComfyUI Workflow Setup
+![ComfyUI Workflow](images/Comfyui%20workflow.jpg)
+*Complete workflow setup showing how to use the exposure LoRAs in ComfyUI*
+
+### Exposure Comparison Examples
+
+**Indoor Scene - Light Bulb**
+![Bulb Exposure Comparison](images/Bulb.jpg)
+*Comparison showing the same bulb scene with different EV settings: Original, EV+4, EV+2, EV-2, EV-4*
+
+**Outdoor Scene - Landscape**
+![Outdoor Exposure Comparison](images/outdoor1.jpg)
+*Comparison showing the same landscape with different EV settings: Original, EV+4, EV+2, EV-2, EV-4*
+
+### Advanced Feature: Highlight Clamping Reduction
+![Reduce Highlight Clamping](images/Reduce%20highlight%20clamping.jpg)
+*Example showing reduced highlight clamping for better dynamic range preservation*
+
 > **Note**: These comparison strips demonstrate how each LoRA affects the same scene with different exposure values, from underexposed (EV-4) to overexposed (EV+4).