---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- GArt
- Outdoor-Art
widget:
- text: >-
    GArt, a man in a blue jacket and blue jeans is riding a brown horse down a
    dirt road in the middle of a desert. The man is wearing a black cowboy hat,
    a blue long sleeved shirt, and black boots. The horse is facing the left
    side of the road, and the sun is setting in the background, casting a shadow
    on the road. The road is divided into two sections, each section having a
    yellow line painted on it. To the left and right of the image, there are
    cactus plants with yellow flowers growing on the ground. In the distance,
    there is a mountain range. The sky is a deep orange, with a few wispy clouds
    in the sky.
  output:
    url: images/G1.png
- text: >-
    GArt, Captured at night, a vibrant orange van is parked on a sandy beach.
    The van is facing the viewer, with its door open, revealing the interior of
    the van. A fire is burning on the beach, creating a warm glow. Two folding
    chairs are positioned in front of the fire, adding a pop of color to the
    scene. The sky is a deep blue, dotted with white stars, and a mountain range
    can be seen in the background.
  output:
    url: images/G2.png
- text: >-
    GArt, Captured from a high-angle perspective on a sunny day, a view of a
    baseball stadium is seen. The stadium is surrounded by lush green grass and
    trees, with a winding track running along the center of the field. The field
    is adorned with a few people playing a game of tennis, and there are a few
    empty stands on either side of the track. In the distance, a city can be
    seen, with tall buildings and a mountain range in the background. The sky is
    a deep blue, dotted with white clouds.
  output:
    url: images/G3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: GArt
license: creativeml-openrail-m
---
# Flux-GArt-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-GArt-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           | 15 & 2500 |
| Epoch                     | 10    | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 14

## 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-GArt-LoRA"
trigger_word = "GArt"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `GArt` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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