metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - Polaroid
widget:
  - text: >-
      Polaroid Collage, a collage of photographs of the New York City is
      displayed on a white surface. The photographs are arranged in a grid-like
      pattern, with a variety of buildings and skyscrapers visible. The
      buildings are lit up, creating a stark contrast against the blue sky. The
      photograph is taken from a low angle, adding a touch of depth to the
      composition.
    output:
      url: images/P1.png
  - text: >-
      Polaroid Collage, a collage of black and white photographs is displayed on
      a white surface. The photographs are arranged in a grid-like pattern, with
      a variety of shapes and sizes. Some of the photographs feature mountains,
      trees, and a body of water. The mountains are covered in snow, and the sky
      is filled with clouds, adding a touch of warmth to the scene.
    output:
      url: images/P3.png
  - text: >-
      Polaroid Collage, Captured in a black and white collage, a cats face is
      featured prominently in the center of the frame. The cats eyes are a
      piercing blue, and its whiskers are long and white, adding a pop of color
      to the otherwise monochromatic image. The background is a stark white,
      creating a stark contrast to the cats fur.
    output:
      url: images/P4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Polaroid Collage
license: creativeml-openrail-m

Flux-Polaroid-Plus

Prompt
Polaroid Collage, a collage of photographs of the New York City is displayed on a white surface. The photographs are arranged in a grid-like pattern, with a variety of buildings and skyscrapers visible. The buildings are lit up, creating a stark contrast against the blue sky. The photograph is taken from a low angle, adding a touch of depth to the composition.

Prompt
Polaroid Collage, a collage of black and white photographs is displayed on a white surface. The photographs are arranged in a grid-like pattern, with a variety of shapes and sizes. Some of the photographs feature mountains, trees, and a body of water. The mountains are covered in snow, and the sky is filled with clouds, adding a touch of warmth to the scene.

Prompt
Polaroid Collage, Captured in a black and white collage, a cats face is featured prominently in the center of the frame. The cats eyes are a piercing blue, and its whiskers are long and white, adding a pop of color to the otherwise monochromatic image. The background is a stark white, creating a stark contrast to the cats fur.

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/Flux-Polaroid-Plus

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	23 & 3300
Epoch	17	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 24

Best Dimensions

768 x 1024 (Best)
1024 x 1024 (Default)

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 = "prithivMLmods/Flux-Polaroid-Plus"
trigger_word = "Polaroid Collage"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Polaroid Collage to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.