---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- flux.1-dev
- quote
- motivational
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

<Gallery />

**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
```python
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.

## Sample Images [ Motivational Quotes ]

| Image 1       | Image 2       |
| ------------- | ------------- |
| ![Image 1](images/1.png) | ![Image 2](images/2.png) |

| Image 3       | Image 4       |
| ------------- | ------------- |
| ![Image 3](images/3.png) | ![Image 4](images/4.png) |

| Image 5       |
| ------------- |
| ![Image 5](images/5.png) |


## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Flux.1-Dev-Quote-LoRA/tree/main) them in the Files & versions tab.