---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Lime Green, An abstract painting of a hamburger on a green background. The hamburger is composed of a large red bun, with a thick layer of cheese between the bun and two slices of tomatoes. The tomatoes are red, and the lettuce is a vibrant green. The bun has a layer of white crumbs on top of it. There is a black base on the bottom of the hamburger.'
  output:
    url: images/LM1.png
- text: 'Lime Green, An eye-level painting of a gray and white cat with green eyes. The cats ears are sticking up, and the cats nose is pointed towards the left side of the frame. Its whiskers are white, and there are splashes of black on the cat. The background of the painting is a vibrant lime green, with black splashes all around the cat, adding a pop of color to the scene.'
  output:
    url: images/LM2.png
- text: 'Lime Green, An eye-level painting of a womans face, painted in a vibrant shade of green and red. Her lips are painted a deep red, and her eyes are closed. Her eyebrows are a darker shade of black, while her lips are a lighter shade of red. She is wearing a black baseball cap, and she is holding a phone in her right hand. Her hair is pulled back in a ponytail, adding a pop of color to her face. The background is a lime green, and there are a few lines of paint splattered across the image, adding depth to the composition.'
  output:
    url: images/LG0.webp
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Lime Green
license: creativeml-openrail-m
---
# Lime-Green-Flux-LoRA

<Gallery />

- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

**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/Lime-Green-Flux-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           | 20 & 1800|
| Epoch                     | 10  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 13 [ Hi-RES ]
    
## Best Dimensions

- 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/Lime-Green-Flux-LoRA"
trigger_word = "Lime Green"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Data source
    
    - https://freeflo.ai/

## Trigger words

You should use `Lime Green` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

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