๐ Super-Pencil-Flux-LoRA
This LoRA model specializes in generating black - and - white pencil - style images, offering a unique aesthetic for image synthesis.
๐ Tags
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Pencil
๐ผ๏ธ Widget Examples
- Example 1
- Input Text: 'Simple Pencil, A pencil drawing of a smiling boy is drawn on a white wall. The pencil is black with a yellow tip. The boys face is drawn with black lines. He has short brown hair that is pulled up in a ponytail. His eyes are open and he has a big smile on his face. His mouth is open and his teeth are visible. He is standing on a black pole that is attached to the pencil. The background is plain white.'
- Output Image: Link
- Example 2
- Input Text: 'Simple Pencil, A black and white pencil drawing of a womans face on a white paper. Her hair is long and cascades down to her shoulders. Her eyes are closed and her lips are slightly parted. Her eyebrows are squinted. Her lips are painted a dark shade of black. She is wearing a necklace around her neck. Her neck is draped over her chest. Her head is tilted slightly to the left. Her nose and mouth are also painted black.'
- Output Image: Link
- Example 3
- Input Text: 'Simple Pencil, A black and white pencil drawing of a small bird on a white surface. The bird is facing towards the left side of the image, with its head turned towards the right side. Its beak is black, and its eyes are black. Its wings are black, while its tail is black. There are two black pencils on the surface to the left of the bird. The background is a solid white.'
- Output Image: Link
๐ Quick Start
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Hosted Here๐งจ: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
โจ Features
This model can generate high - quality black - and - white pencil - style images based on text prompts.
๐ Documentation
Model Description
prithivMLmods/Super-Pencil-Flux-LoRA
Property |
Details |
Base Model |
black - forest - labs/FLUX.1 - dev |
Instance Prompt |
Simple Pencil |
License |
creativeml - openrail - m |
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 |
13 |
Save Every N Epochs |
1 |
Multires Noise Iterations |
10 |
Repeat & Steps |
22 & 2070 |
Labeling: florence2 - en(natural language & English)
Total Images Used for Training: 12
Best Dimensions
๐ฆ 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 = "prithivMLmods/Super-Pencil-Flux-LoRA"
trigger_word = "Simple Pencil"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
๐ป Usage Examples
Basic Usage
You should use Simple Pencil
to trigger the image generation.
๐ License
This model is licensed under the creativeml - openrail - m
license.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.