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---
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. |