đ Gem-Touch-LoRA-Flux
A LoRA model based on the FLUX.1-dev base model for generating diverse and high - quality images.
đ Quick Start
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.
⨠Features
This model can generate various images according to different text prompts. Here are some examples:
- Prompt 1: '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 2: '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 3: '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 4: '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 5: '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 6: '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.'
đĻ Installation
No specific installation steps other than the code for setting up the model in the Quick Start section.
đ Documentation
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: 30â35
đ License
This model is under the flux - 1 - dev - non - commercial - license.