---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- HDR
widget:
- text: >-
    HDR, Captured at eye-level, a close-up shot of a young woman with dark brown
    hair and blue eyes. Her hair is styled in a braided bun, and shes wearing a
    black strapless dress with a black lace trim. She is wearing a gold necklace
    with a silver charm on it. The backdrop is blurred, and there are several
    lights hanging from the ceiling, adding a touch of color to the scene.
  output:
    url: images/HDR1.png
- text: >-
    HDR, Captured in a low-angle shot, a medium-sized man with dark brown hair
    and a goatee is seated on a chair. His eyes are a piercing blue, and his
    eyebrows are a darker shade of brown. His lips are a lighter shade of pink,
    and he has a serious expression on his face. He is wearing a gray sweater
    with a textured pattern on the left side of his chest. His sweater is a
    light gray, with a black stripe running down the center of the sweater. The
    backdrop is blurred, and a wooden chair is visible behind the man.
  output:
    url: images/HDR2.png
- text: >-
    HDR, a close-up shot of a womans face is adorned with a layer of snow,
    adding a touch of warmth to the scene. The womans eyes are closed, her lips
    are pursed in a deep pink shade, while her hair cascades over her shoulders.
    Her eyebrows are adorned with small, white snowflakes, adding depth to the
    composition. The background is blurred, creating a soft, blurred effect.
  output:
    url: images/HDR3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: HDR
license: creativeml-openrail-m
---
# Flux.1-Dev-LoRA-HDR-Realism [ Experimental Version ]

<span style="color:red">The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.</span>


<Gallery />

- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

## Model description 

**prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism**

Image Processing Parameters 

| Parameter                 | Value  | Parameter                 | Value  |
|---------------------------|--------|---------------------------|--------|
| LR Scheduler              | constant | Noise Offset              | 0.03   |
| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
| Network Dim               | 64     | Multires Noise Iterations | 10     |
| Network Alpha             | 32     | Repeat & Steps           | 19 & 2000|
| Epoch                     | 17  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 14
    
## Best Dimensions

- 1024 x 1024 (Default)
  
## Setting Up
```
import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism"
trigger_word = "HDR"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `HDR` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism/tree/main) them in the Files & versions tab.