đ Strangerzonehf/Flux-C4C-Design-LoRA
This is a LoRA model for C4C design, enabling text-to-image generation with specific styles.
đ Quick Start
Installation
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/Flux-C4C-Design-LoRA"
trigger_word = "Smiley C4C"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Usage
You should use Smiley C4C
to trigger the image generation.
⨠Features
Model Widget
- Example 1:
- Input Text: Smiley C4C, a close-up of a persons head is visible. The person is wearing a gray sweater, adorned with a silver chain around their neck, and a silver helmet on their head. The helmet is adorned with two cork-like objects, each with a light shining on it, adding a touch of warmth to the scene. The background is a dark blue, creating a stark contrast to the silver helmet.
- Output Image: View
- Example 2:
- Input Text: Smiley C4C, a cartoon character is seen wearing a black t-shirt with an orange and yellow graphic on the front. The character is wearing a helmet that is shaped like a face, with two small round objects sticking out of the helmet. The helmet is adorned with two circular objects on top of it, one of which is a light brown color and the other is a darker brown color. The background is a dark brown.
- Output Image: View
- Example 3:
- Input Text: Smiley C4C, Captured from a low-angle perspective on a vibrant blue backdrop, a man dressed in a white Adidas t-shirt, adorned with a bright yellow helmet and goggles. The helmet is adorned with two white knobs on the top of the helmet, adding a pop of color to the scene. The mans shirt is adorned in a blue collar with a blue adidas logo and a green tennis racket hanging from the bottom right corner of the frame.
- Output Image: View
- Example 4:
- Input Text: Smiley C4C, Captured from a low-angle perspective on a vibrant blue backdrop, a vibrant yellow helmet adorned with a smiley face and a gold chain around the eyes. The helmet is adorned with two handles on either side of the helmet, adorned with gold chains, adding a pop of color to the otherwise monochromatic scene. The shirt below the helmet is a plain yellow t-shirt adorned with the word "Smile" in bold white letters.
- Output Image: View
Model Details
Property |
Details |
Base Model |
black-forest-labs/FLUX.1-dev |
Instance Prompt |
Smiley C4C |
Model Type |
LoRA |
Labeling |
florence2-en(natural language & English) |
Total Images Used for Training |
14 |
Image Processing Parameters
Parameter |
Value |
LR Scheduler |
constant |
Noise Offset |
0.03 |
Optimizer |
AdamW |
Multires Noise Discount |
0.1 |
Network Dim |
64 |
Network Alpha |
32 |
Epoch |
15 |
Multires Noise Iterations |
10 |
Repeat & Steps |
25 & 3100 |
Save Every N Epochs |
1 |
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 released under the CreativeML Open RAIL-M license.
đģ Download model
Weights for this model are available in Safetensors format. Download them in the Files & versions tab.