metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Multi-perspective Art , A cartoon drawing of a man in a red shirt, black
      pants, and brown shoes is standing on a yellow surface. The man is holding
      a brown object in his right hand. He is reaching out towards the sky
      towards the right side of the image. The sky is a light blue with two
      white clouds in the distance. There are two white sail boats in the water
      in the background.
    output:
      url: images/1.png
  - text: >-
      Multi-perspective Art, a man in a gray suit is running on a white
      crosswalk. The mans suit is adorned with a gray stripe down the side of
      his jacket. His shoes are black with a red stripe on the side. His arms
      are outstretched, as if he is crossing the crosswalk, while his legs are
      bent at the knees. The background is a teal-green color, and there is a
      white sign on the left side of the image.
    output:
      url: images/2.png
  - text: >-
      Multi-perspective Art , Captured from a low-angle perspective on a vibrant
      orange-brown surface, a silhouette of a man in a white shirt, black pants,
      and black shoes, is throwing a ball into the air. The mans arm is bent at
      the top of the hill, and the ball is suspended in mid-air. The background,
      a vibrant shade of pink, is the focal point of the image.
    output:
      url: images/3.png
  - text: >-
      Multi-perspective Art , a man in a red jacket and black pants is seen
      climbing a ramp, holding a black rope. The ramp is elevated, creating a
      stark contrast with the vibrant orange background. The mans shadow is cast
      on the ramp, adding a touch of depth to the scene.
    output:
      url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Multi-perspective Art
license: creativeml-openrail-m

Prompt
Multi-perspective Art , A cartoon drawing of a man in a red shirt, black pants, and brown shoes is standing on a yellow surface. The man is holding a brown object in his right hand. He is reaching out towards the sky towards the right side of the image. The sky is a light blue with two white clouds in the distance. There are two white sail boats in the water in the background.

Prompt
Multi-perspective Art, a man in a gray suit is running on a white crosswalk. The mans suit is adorned with a gray stripe down the side of his jacket. His shoes are black with a red stripe on the side. His arms are outstretched, as if he is crossing the crosswalk, while his legs are bent at the knees. The background is a teal-green color, and there is a white sign on the left side of the image.

Prompt
Multi-perspective Art , Captured from a low-angle perspective on a vibrant orange-brown surface, a silhouette of a man in a white shirt, black pants, and black shoes, is throwing a ball into the air. The mans arm is bent at the top of the hill, and the ball is suspended in mid-air. The background, a vibrant shade of pink, is the focal point of the image.

Prompt
Multi-perspective Art , a man in a red jacket and black pants is seen climbing a ramp, holding a black rope. The ramp is elevated, creating a stark contrast with the vibrant orange background. The mans shadow is cast on the ramp, adding a touch of depth to the scene.

Model description for Multi-perspective-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	19 & 2500
Epoch	23	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 36

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

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

Trigger words

You should use Multi-perspective Art to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.