---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Minimal Futuristic, a black bird with a black beak and red eyes stands in front of an orange square-shaped object. The birds head is positioned in a way that is positioned to the right of the frame, its beak is pointed towards the right. Its eyes are a bright red, adding a pop of color to the otherwise monochromatic image. The background is a muted gray, creating a stark contrast to the black bird and the orange square object.'
  output:
    url: images/MF1.png
- text: 'Minimal Futuristic, A digital art painting of a womans face. The woman has short dark brown hair that is pulled back into a bun. Her eyes are dark and her lips are a lighter shade of pink. Her eyebrows are a darker shade of brown. Her lips are slightly parted and her mouth is slightly open. She is wearing a black t-shirt with a collar. The background is a dark gray and orange striped wall.'
  output:
    url: images/MF2.png
- text: 'Minimal Futuristic, Captured in a digital art style, a womans face is visible in the foreground. The womans head is positioned in front of a mirror, which is mounted on a wall. The mirrors reflection is visible on the right side of the frame, depicting a wave in the water. The background is a combination of black, orange, and yellow, creating a vibrant contrast to the womans outfit. The outline of the mirror is encircled by a red circle, adding a pop of color to the scene.'
  output:
    url: images/MF3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Minimal Futuristic
license: creativeml-openrail-m
---
# Minimal-Futuristic-Flux-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/Minimal-Futuristic-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           | 25 & 2.7K|
| Epoch                     | 14   | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 20 [ 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/Minimal-Futuristic-Flux-LoRA"
trigger_word = "Minimal Futuristic"  
pipe.load_lora_weights(lora_repo)

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

## Data source
    
    - https://playground.com/
    
## Trigger words

You should use `Minimal Futuristic` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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