2021-Art-Flux

Prompt

2021 Art, Captured at eye-level, a cartoon illustration of a boy and his grandfather sitting on a wooden bench by a river. The boy is wearing a red sweater and beige pants, while the grandfather is dressed in a gray jacket and brown trousers. They are both feeding pigeons with small pieces of bread. In the background, a bridge stretches across the river, and people are walking along the path. The sun is setting, casting a golden glow over the scene.

Prompt

2021 Art, An animated image of a woman riding a green bicycle. The woman is wearing a white long-sleeved shirt and a black skirt. She is carrying a black bag on her shoulder. The bicycle has a basket on the back of it. Behind her is a metal fence with a sign on it that says "MEM ORIES" in yellow letters. Behind the fence are three cats. The cat on the left is black, white, and orange. The one on the right is white and has a black tail. There is a white bird flying in the sky above the airplane.

Prompt

2021 Art, Captured at eye-level, a cartoon illustration of a boy and a dog is standing on a sidewalk. The boy is dressed in a white shirt, blue pants, and brown shoes. He is waving his right hand towards the right side of the image. His left hand is raised in the air. His right hand is holding a black bag. To the left of the boy is a blue sign with an arrow pointing to the right. The sign is attached to a silver pole with a black basket attached to it. The bicycle is parked on the sidewalk next to the sign. The background of the scene is a yellow building with a window on the left side of it. There is also a white sign with a red triangle on it.

Prompt

2021 Art, Captured at eye-level, a cartoon character stands in front of a wall adorned with a red traffic light. The character, dressed in a white shirt, black pants, and a blue bag, is holding a camera in his left hand. His right hand is raised above his head, as if he is looking at the camera. To the right of the character, a black and white cat is sitting on the ground. To his left, a vending machine is visible.

Model description for 2021-Art-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 & 3070
Epoch	30	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 29

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/2021-Art-Flux"
trigger_word = "2021 Art"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use 2021 Art to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.