metadata

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

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

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 them in the Files & versions tab.