---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- flux
- flux-dev
- gta
- theme
- visualdesign
widget:
- text: 'GTA 6 Theme, World of GTA 6, (Masterpiece, best quality:1.2), (Masterpiece, best quality:1.2), landscape, perspective aerial view, tropical mountains, landscape indigo accent, mythology, cinematic, detailed, atmospheric, backlit, epic, cinematic, understanding art, matte painting, beautiful scenery, Realistic lighting, Masterpiece, Good quality, Nice graphics, High level of detail, ultra detailed, cinematic lighting, HDR, Illustration, --v6'
  output:
    url: images/gta1.webp
- text: ' GTA 6 Theme, World of GTA 6, Crumbling City, unreal engine, greg rutkowski, loish, rhads, beeple, makoto shinkai and lois van baarle, ilya kuvshinov, rossdraws, tom bagshaw, alphonse mucha, global illumination, detailed and intricate environment'
  output:
    url: images/gta2.webp
- text: 'GTA 6 Theme, World of GTA 6, Post-apocalyptic jungle with bio-mechanical flora and fauna, cinematic, 4k, epic Steven Spielberg movie still, sharp focus, emitting diodes, smoke, artillery, sparks, racks, system unit, motherboard, by pascal blanche rutkowski repin artstation hyperrealism painting concept art of detailed character design matte painting, 4 k resolution blade runner '
  output:
    url: images/gta3.webp
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

<Gallery />

Demo 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/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)
```
# Sample

![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 |


## 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.