metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      quoter, A white background with a brown cross-shaped sticker that reads
      "Shes an old soul with young eyes, a vintage heart, and a beautiful mind."
    output:
      url: images/QQ1.png
  - text: >-
      quoter, Captured from a low-angle perspective on a white backdrop, a
      square-shaped sticker is adorned with text that reads "Books, not guns.
      Culture, not violence." The text is written in a bold, black font. The
      stickers border is a light brown color, adding a pop of color to the
      image. The background is a stark white, creating a stark contrast to the
      text.
    output:
      url: images/QQ2.png
  - text: >-
      quoter, a light brown rectangular sticker with black text reads "Music is
      medicine for the soul." The sticker is set against a stark white backdrop.
      The text is written in a bold, black font, adding a pop of color to the
      image.
    output:
      url: images/QQ4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: quoter
license: creativeml-openrail-m

Flux.1-Dev-Quote-LoRA

Prompt
quoter, A white background with a brown cross-shaped sticker that reads "Shes an old soul with young eyes, a vintage heart, and a beautiful mind."

Prompt
quoter, Captured from a low-angle perspective on a white backdrop, a square-shaped sticker is adorned with text that reads "Books, not guns. Culture, not violence." The text is written in a bold, black font. The stickers border is a light brown color, adding a pop of color to the image. The background is a stark white, creating a stark contrast to the text.

Prompt
quoter, a light brown rectangular sticker with black text reads "Music is medicine for the soul." The sticker is set against a stark white backdrop. The text is written in a bold, black font, adding a pop of color to the image.

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.1-Dev-Quote-LoRA

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	17 & 1750
Epoch	10	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 18

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.1-Dev-Quote-LoRA"
trigger_word = "quoter"  
pipe.load_lora_weights(lora_repo)

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

Data source

- https://canva.com/

Other Demo Prompt

quoter, a brown rectangular sticker is placed against a stark white backdrop. The sticker reads "Art is Therapy." In black text, the word "art" is written in a bold font. The text is centered in the middle of the sticker, with a white border around the edges.

Trigger words

You should use quoter to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.