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FLUX.1-dev-LoRA-Lehenga-Generator

Text-to-Image
Diffusers
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lora
template:diffusion-lora
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FLUX.1-dev-LoRA-Lehenga-Generator / README.md
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metadata
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
  - text: >-
      A traditional silk lehenga with a fitted waistline features a long,
      flowing hemline and solid pattern. It has long sleeves for sophistication
      and stretchy fabric for comfort. A V-neck adds modern flair, balancing
      tradition and contemporary fashion.
    output:
      url: images/example_3h6g4bd1i.png

FLUX.1-dev LoRA Lehenga Generator

Prompt
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.
Prompt
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.
Prompt
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.
Prompt
A traditional silk lehenga with a fitted waistline features a long, flowing hemline and solid pattern. It has long sleeves for sophistication and stretchy fabric for comfort. A V-neck adds modern flair, balancing tradition and contemporary fashion.
Prompt
A flat-lay image of A traditional silk lehenga with a fitted waistline features a long, flowing hemline and solid pattern. It has long sleeves for sophistication and stretchy fabric for comfort. A V-neck adds modern flair, balancing tradition and contemporary fashion.
Prompt
Blue & Beige Solid Ready to Wear Lehenga with Blouse

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 

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 them in the Files & versions tab.