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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
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
| **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.
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