Desi-Bhabhis: Cultural Concept LoRA

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Model description

DesiBhabhis - Cultural Concept LoRA

Unlock the vibrant and rich aesthetic of South Asian culture with DesiBhabhis, a unique Concept LoRA designed to infuse your Stable Diffusion 1.5 generations with a distinctive cultural style and atmosphere. This model focuses on capturing the essence and "aura" associated with traditional and contemporary "Desi" (South Asian) contexts, rather than generating a specific character.

Whether you're aiming for the elegance of traditional wear, the lively energy of a cultural setting, or the subtle nuances of South Asian beauty in a broader scene, DesiBhabhis acts as a powerful stylistic brush. It helps you craft images that resonate with authenticity, cultural depth, and a generalized "Desi" appeal, making your creative projects truly stand out.


⚙️ Recommended Settings

To best leverage the "DesiBhabhis" influence in your images, use these settings:

  • Trigger Word: Use dezibhi in your positive prompt to activate the LoRA's effect.

  • Base Model: This LoRA was trained exclusively on SD 1.5 and will only work with SD 1.5-based checkpoints. It is not compatible with SDXL models.

  • Recommended Checkpoints: Best results are achieved with realistic models, particularly SD 1.5 hyper-realistic or photo-realistic checkpoints.

  • LoRA Weight: Begin with 0.6 to 0.8. You can fine-tune this value to either strengthen or subtly blend the cultural style into your generations.

  • Samplers: DPM++ SDE Karras, DPM++ 2M Karras, or Euler a.

  • CFG Scale: 5 to 8.


Pro-Tips for Best Results

Combine this LoRA with detailed prompts focusing on clothing, environment, and desired atmosphere to bring your visions to life.

Example Prompt (for a rich, traditional setting):

dezibhi, (best quality, masterpiece:1.2), a beautiful woman in a richly embroidered salwar kameez, vibrant colors, festive decorations, traditional Indian architecture in background, golden hour lighting, joyful expression

Example Prompt (for a modern, stylish portrait):

dezibhi, (high quality, realistic:1.2), a confident woman in chic fusion attire, bustling city street at night, neon lights reflecting, elegant pose, detailed features

Recommended Negative Prompt:

(worst quality, low quality:1.4), deformed, blurry, ugly, duplicate, mutilated, out of frame, extra limbs, bad anatomy, bad proportions, poorly drawn, monochrome, grayscale, cartoon, anime, 3d, cg


📊 Training Overview

This LoRA was trained with a focus on capturing broad cultural concepts and style elements.

  • Base Training Model: Stable Diffusion 1.5

  • Resolution: Trained at 768x768

  • Epochs: 5

  • Specialized Augmentations: Employed flip augmentation and caption shuffling for robust concept learning.


❤️ Share & Review!

I'm excited to see the diverse and culturally inspired creations you make with DesiBhabhis! Please share your images and consider leaving a review if you enjoy using this model. Your feedback and support are greatly appreciated!

Happy generating! 😊

Images made by this model

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