---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- flux
- flux-dev
- gta
- theme
- visualdesign
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: GTA 6 Theme, World of GTA 6
license: creativeml-openrail-m
---
# Castor-Gta6-Theme-Flux-LoRA

![Castor-Gta6-Theme-Flux-LoRA](images/1.webp)

| **Prompt**                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| World of GTA 6, Captured at eye-level on a high-angle shot of a highway at sunset. The sky is a vibrant pink, with a few wispy clouds scattered across the sky. The sun is setting, casting a warm glow over the scene. In the foreground, a bridge stretches over a body of water, dotted with trees and a few cars. The bridge is adorned with a white truck with a red sign on the side, adding a pop of color to the scene to the image, GTA 6 Theme |

**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/Castor-Gta6-Theme-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           | 15 & 1K |
| Epoch                     | 10     | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 15+ [ Hi-RES ]

## 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/Castor-Gta6-Theme-Flux-LoRA"
trigger_word = "World of GTA 6, GTA 6 Theme"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## App File Structure

/project-root/

├── .gitattributes         
├── README.md      
├── app.py             
├── pythonproject.py    


## Trigger words

You should use `GTA 6 Theme` to trigger the image generation.

You should use `World of GTA 6` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Castor-Gta6-Theme-Flux-LoRA/tree/main) them in the Files & versions tab.