Gem-Touch-LoRA-Flux / README.md
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metadata
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Gem Touch, a close-up of a young Asian womans face, adorned with a pink
      shirt and a pair of silver earrings. The womans earrings are adorned with
      silver beads, adding a touch of sparkle to her outfit. The backdrop, a
      vibrant blue sky, is a stark contrast to the womans outfit.
    output:
      url: images/111.png
  - text: >-
      Gem Touch, a woman dressed in a silver shiny suit, adorned with white
      gloves, stands atop a red surfboard adorned with small white stars. The
      womans hair is styled in a ponytail, adding a touch of color to the scene.
      The backdrop, a rainbow-colored backdrop, casts a soft glow to the
      foreground.
    output:
      url: images/222.png
  - text: >-
      Gem Touch, Captured at eye-level, a close-up shot of a man in a superman
      costume stands in front of a backdrop of skyscrapers. The mans costume is
      adorned with a red cape, a gold belt, and a shiny, reflective uniform. The
      uniform is adorned in a red and yellow superman symbol, adding a pop of
      color to the scene. The sky is a deep blue, and the buildings in the
      background are blurred.
    output:
      url: images/333.png
  - text: >-
      Gem Touch, a close-up shot of a young man with blonde hair and blue eyes
      is seen against a backdrop of a clear blue sky. He is wearing a blue
      collared shirt, a light blue tie, and a colorful blazer adorned with
      silver and white pearls. His earrings are dangling from his left ear,
      adding a touch of sparkle to his outfit. The jacket is adorned with a
      variety of shapes and colors, including red, blue, green, and white. The
      mans jacket is draped over his left shoulder, adding contrast to the
      scene.
    output:
      url: images/444.png
  - text: >-
      Gem Touch, a close-up of a nonbinary individual with striking lavender
      hair, glossy lips, and a gold septum ring. They wear a metallic rose-gold
      jacket with feathered shoulder pads and a silk choker with a sapphire
      pendant. Neon graffiti walls pulse in the background, blending electric
      pink and green hues.
    output:
      url: images/555.png
  - text: >-
      Gem Touch, a close-up of a young man with curly brown hair, wearing a
      sunflower-yellow hoodie under a transparent plastic raincoat speckled with
      water droplets. He holds a small bouquet of wildflowers, while the
      backdrop, a soft pink sky after rain, adds a dreamy mood to the scene.
    output:
      url: images/666.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Gem Touch
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

Gem.png

Gem-Touch-LoRA-Flux

Prompt
Gem Touch, a close-up of a young Asian womans face, adorned with a pink shirt and a pair of silver earrings. The womans earrings are adorned with silver beads, adding a touch of sparkle to her outfit. The backdrop, a vibrant blue sky, is a stark contrast to the womans outfit.
Prompt
Gem Touch, a woman dressed in a silver shiny suit, adorned with white gloves, stands atop a red surfboard adorned with small white stars. The womans hair is styled in a ponytail, adding a touch of color to the scene. The backdrop, a rainbow-colored backdrop, casts a soft glow to the foreground.
Prompt
Gem Touch, Captured at eye-level, a close-up shot of a man in a superman costume stands in front of a backdrop of skyscrapers. The mans costume is adorned with a red cape, a gold belt, and a shiny, reflective uniform. The uniform is adorned in a red and yellow superman symbol, adding a pop of color to the scene. The sky is a deep blue, and the buildings in the background are blurred.
Prompt
Gem Touch, a close-up shot of a young man with blonde hair and blue eyes is seen against a backdrop of a clear blue sky. He is wearing a blue collared shirt, a light blue tie, and a colorful blazer adorned with silver and white pearls. His earrings are dangling from his left ear, adding a touch of sparkle to his outfit. The jacket is adorned with a variety of shapes and colors, including red, blue, green, and white. The mans jacket is draped over his left shoulder, adding contrast to the scene.
Prompt
Gem Touch, a close-up of a nonbinary individual with striking lavender hair, glossy lips, and a gold septum ring. They wear a metallic rose-gold jacket with feathered shoulder pads and a silk choker with a sapphire pendant. Neon graffiti walls pulse in the background, blending electric pink and green hues.
Prompt
Gem Touch, a close-up of a young man with curly brown hair, wearing a sunflower-yellow hoodie under a transparent plastic raincoat speckled with water droplets. He holds a small bouquet of wildflowers, while the backdrop, a soft pink sky after rain, adds a dreamy mood to the scene.

Model description for Gem-Touch-LoRA-Flux

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 20 & 3290
Epoch 28 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 37

Best Dimensions & Inference

Dimensions Aspect Ratio Recommendation
1280 x 832 3:2 Best
1024 x 1024 1:1 Default

Inference Range

  • Recommended Inference Steps: 30–35

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 = "strangerzonehf/Gem-Touch-LoRA-Flux"
trigger_word = "Gem Touch"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Gem Touch to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.