metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      LD Art, A black and white drawing of a man sitting on a chair. The man is
      wearing a short sleeve button down shirt with a black collar. His pants
      are gray with black stripes on them. He has a black hat on his head. His
      eyes are closed and his mouth is slightly open. His right hand is resting
      on his hip. His left hand is raised in the air. The wall behind the man is
      white.
    output:
      url: images/1.png
  - text: >-
      LD Art, A cartoon drawing of a woman in a gray shirt and black shorts. The
      woman has long black hair and is standing in front of a red background.
      There are black mountains behind the woman. The background is a light
      beige color.
    output:
      url: images/2.png
  - text: >-
      LD Art, A cartoon drawing of a woman in a black and white shirt and gray
      pants. The woman has a black hat on her head and a black belt on her
      waist. The background is a light beige color.
    output:
      url: images/3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: LD Art
license: creativeml-openrail-m

Prompt
LD Art, A black and white drawing of a man sitting on a chair. The man is wearing a short sleeve button down shirt with a black collar. His pants are gray with black stripes on them. He has a black hat on his head. His eyes are closed and his mouth is slightly open. His right hand is resting on his hip. His left hand is raised in the air. The wall behind the man is white.

Prompt
LD Art, A cartoon drawing of a woman in a gray shirt and black shorts. The woman has long black hair and is standing in front of a red background. There are black mountains behind the woman. The background is a light beige color.

Prompt
LD Art, A cartoon drawing of a woman in a black and white shirt and gray pants. The woman has a black hat on her head and a black belt on her waist. The background is a light beige color.

Model description for Ld-Art

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	29 & 2970
Epoch	17	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 28

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/Ld-Art"
trigger_word = "LD Art"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use LD Art to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.