---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Purple Dreamy, a medium-angle shot of a young woman with long brown hair, wearing a pair of eye-level glasses, stands in front of a backdrop of purple and white lights. The womans eyes are closed, her lips are slightly parted, as if she is looking up at the sky. Her hair is cascading over her shoulders, framing her face. She is wearing a sleeveless bra, adorned with tiny white dots, and a gold chain necklace around her neck. Her left earrings are dangling from her ears, adding a pop of color to the scene.'
  output:
    url: images/PD1.png
- text: 'Purple Dreamy, a sparrow is perched on a branch, facing the left side of the frame. The sparrows head is turned slightly to the right, with its beak pointed towards the left. Its eyes are a piercing blue, and its wings are a light brown, while its tail is a darker shade of brown. The birds beak is pointed to the left, and its eyes are slightly open. The background is blurred, but it is a soft, pinkish hue. There are twigs and branches behind the sparrow, adding a pop of color to the scene.'
  output:
    url: images/PD2.png
- text: 'Purple Dreamy, a medium-sized woman with long dark brown hair, wearing a pink sleeveless dress adorned with white dots. Her eyes are closed, and her lips are slightly parted, as if she is sleeping. Her left arm is raised in the air, while her right arm is stretched out to the side. She is wearing a gold necklace with a pendant, adding a touch of charm to her outfit. The backdrop is a vibrant pink, with a starburst effect.'
  output:
    url: images/PD3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Purple Dreamy
license: creativeml-openrail-m
---
# Purple-Dreamy-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/Purple-Dreamy-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           | 22 & 2.2K|
| Epoch                     | 15  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 17 [ Hi-RES ]

## Other Sample Images

![prithivMLmods/Purple-Dreamy-Flux-LoRA](images/PD4.png)
![prithivMLmods/Purple-Dreamy-Flux-LoRA](images/PD5.png)

## 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/Purple-Dreamy-Flux-LoRA"
trigger_word = "Purple Dreamy"  
pipe.load_lora_weights(lora_repo)

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

## Trigger words

You should use `Purple Dreamy` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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