đ 3DXL Partfile 0002
This is a text-to-image model based on LoRA and Diffusers, which can generate high - quality 3D - related images.
đ Quick Start
Model Information
The base model of this model is black-forest-labs/FLUX.1-dev
, and the instance prompt is 3DXLP2
. The license is creativeml-openrail-m
.
Model Widget
Here are some examples of text input and corresponding image output:
- Input: 3DXLP2, a man stands in front of a gray backdrop. He is dressed in a brown jacket, a black turtleneck, and a pair of black gloves. His hands are crossed over his chest, adding a touch of warmth to his outfit. His hair is short and receding, and his eyes are squinted. His mouth is slightly open, and he has a serious expression on his face.
Output: Image
- Input: 3DXLP2, A close - up shot of a womans face, taken from a low - angle perspective. The womans eyes are wide open, and her lips are pursed. She is wearing a black shirt, adorned with gold hoop earrings, and a gold necklace. Her hair is styled in a braided bun, and she is sporting a silver nose ring. The backdrop is a light gray, and the womans hair is pulled back in a ponytail.
Output: Image
- Input: 3DXLP2, a close - up shot of a mans face is featured prominently in the center of the frame. He is dressed in a red spiderman costume, adorned with a red and gold spiderman suit jacket. His hair is styled in a spiky manner, adding a touch of texture to his face. His eyes are a piercing blue, and his eyebrows are a darker shade of brown. His lips are a lighter shade of pink, and he has a slight smile on his lips. The backdrop is a light gray, and the mans shirt is adorned with golden spiderman webbing.
Output: Image
- Input: 3DXLP2, a close - up shot of a mans face features a goatee and a brown cowboy hat. His eyes are a piercing blue, and his eyebrows are a darker shade of brown. His lips are a lighter shade of pink, and he is wearing a blue collared button - down shirt with a white stripe down the collar. His hair is a light brown, and the hat is a dark brown. The background is blurred, but the sky is a soft gray.
Output: Image

⨠Features
Image Processing Parameters
Property |
Details |
Property |
Details |
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 |
23 & 3000 |
Epoch |
20 |
Save Every N Epochs |
1 |
- Labeling: florence2 - en(natural language & English)
- Total Images Used for Training: 19
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
đĻ Installation
No specific installation steps are provided in the original document.
đģ Usage Examples
Basic Usage
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-3DXL-Partfile-0002"
trigger_word = "3DXLP2"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use 3DXLP2
to trigger the image generation.
đ Documentation
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
đ License
The model is licensed under creativeml-openrail-m
.