README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- B&W
- Bold
- Shadows
- Color
widget:
- text: >-
    Bold Shadows, Captured in a black and white monochromatic shot, a woman
    stands in front of a backdrop of leaves and shadows. She is wearing a black
    bra, her hair cascades over her shoulders. Her eyes are squinted and her
    lips are pursed. Her hair is long and cascades in a ponytail, adding a touch
    of movement to her face. The wall behind her is made up of white tiles,
    creating a stark contrast to the womans body.
  output:
    url: images/BS1.png
- text: >-
    Bold Shadows, Captured in a black and white monochromatic shot, a woman
    stands in a short black dress, her long, wavy hair cascades over her
    shoulders. The womans left leg is bent at the knee, while her right leg is
    straight at the elbow. She is leaning against a wall, her left arm is
    resting on the wall, adding a touch of balance to the scene. The sun is
    shining down, creating a shadow on the right side of the image. To the left
    of the woman, there are tall buildings, their windows reflecting off of
    them.
  output:
    url: images/BS2.png
- text: >-
    Bold Shadows, A black and white photograph of Candlelight, in the style of
    street photography, with light projections casting bold shadows. The
    contrast between her dark attire and the stark background creates a striking
    visual impact. Her pose is dynamic yet confident, embodying strength amid
    simplicity, buildings, wide angle 
  output:
    url: images/BS3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Bold Shadows
license: creativeml-openrail-m
---
# Bold-Shadows-Flux-LoRA

<Gallery />

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

**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**

## Model description 

**prithivMLmods/Bold-Shadows-Flux-LoRA**

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           | 22 & 2440|
| Epoch                     | 10  | 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/Bold-Shadows-Flux-LoRA"
trigger_word = "Bold Shadows"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```

## Trigger words

You should use `Bold Shadows` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Bold-Shadows-Flux-LoRA/tree/main) them in the Files & versions tab.