---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: lehenga
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
language:
- en
widget:
- text: >-
    A flat-lay image of A lehenga with a traditional style and a fitted
    waistline is elegantly crafted from stretchy silk material, ensuring a
    comfortable and flattering fit. The long hemline adds a touch of grace and
    sophistication to the ensemble. Adorned in a solid blue color, it features a
    sleeveless design that complements its sweetheart neckline. The solid
    pattern and the luxurious silk fabric together create a timeless and chic
    look that is perfect for special occasions.
  output:
    url: images/example_w40syzp04.png
- text: >-
    A lehenga with a vibrant yellow color and an embroidered pattern showcases a
    traditional style. It features a fitted silhouette that gracefully flows
    with its long hemline. Crafted from a luxurious silk material, this lehenga
    offers a stretchable fabric elasticity for comfort and movement. The full
    sleeve length adds elegance, while the flared waistline accentuates the
    wearer's figure. The V-neck design further complements the overall
    aesthetic, making it a stunning choice for special occasions.
  output:
    url: images/example_bjilw3a2b.png
- text: >-
    A lehenga with a traditional style and a fitted fit features a long hemline
    that elegantly drapes. The fabric is a comfortable cotton blend that
    includes stretchable properties, ensuring a flattering fit. Adorned with a
    full sleeve length, it adds a touch of grace to the ensemble. The lehenga
    boasts a beautiful floral pattern, with white as the dominant color, and a
    V-neckline that adds a subtle yet sophisticated detail. The high waistline
    accentuates the figure, making it a chic choice for any occasion.
  output:
    url: images/example_infawkf33.png

---
# FLUX.1-dev LoRA Lehenga Generator

<Gallery />

## Model description 

FLUX.1-dev LoRA Lehenga Generator can create an image of Lehenga by detailing the color, pattern, fit, style, material, and type.

## Repository used

AI Toolkit by Ostris
https://github.com/ostris/ai-toolkit


## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
import random
from diffusers import FluxPipeline
import torch

MAX_SEED=42
PRE_TRAINED_MODEL = "black-forest-labs/FLUX.1-dev"
FINE_TUNED_MODEL = "tryonlabs/FLUX.1-dev-LoRA-Lehenga-Generator"

# Load Flux.1-dev
pipe = FluxPipeline.from_pretrained(PRE_TRAINED_MODEL, torch_dtype=torch.float16).to("cuda")

# Load fine-tuned model
pipe.load_lora_weights(FINE_TUNED_MODEL, adapter_name="default", weight_name="lehenga-generator.safetensors")

seed = random.randint(0, MAX_SEED)
generator = torch.Generator().manual_seed(seed)
prompt = "A flat lay image of a lehenga with a pink solid pattern and traditional style is elegantly fitted, showcasing a floor-length hemline that flows beautifully. Crafted from luxurious silk, this garment features a stretchy fabric that ensures comfort and a flattering fit. The lehenga is sleeveless, allowing for unrestricted movement, and it is adorned with a sweetheart neckline that adds a touch of femininity. The fitted waistline accentuates the wearer's silhouette, making it a stunning choice for special occasions."
image = pipe(prompt, height=1024, width=1024, num_images_per_prompt=1, generator=generator, guidance_scale=4.5, num_inference_steps=40).images[0]

image.save("gen_image.jpg")
```

## Download model

Weights for this model are available in Safetensors format.

[Download](/tryonlabs/FLUX.1-dev-LoRA-Outfit-Generator/tree/main) them in the Files & versions tab.