Prompt

Automotive X1, Captured at eye-level on a dark night, a yellow jeep is parked on a dirt road. The jeeps front bumper is adorned with a black grille, and a yellow headlight. A green inflatable raft is on top of the jeep, with the word "Tropor" written in white on the side. The front of the vehicle is covered in dirt, and there are rocks and grass on the ground.

Prompt

Automotive X1: A bright yellow jeep with oversized tires is parked in a vast sand dune. The vehicles sides are decorated with black tribal patterns, and its spare tire is mounted on the rear. A surfboard is strapped to the roof rack, and the suns golden rays cast long shadows across the desert landscape. The sky is cloudless, and the scene radiates warmth and adventure.

Prompt

Automotive X1, a sleek matte black SUV with chrome accents is parked on a snowy mountain pass. The vehicles roof rack is loaded with camping gear, including a red tent and a green duffle bag. The tires are thick and rugged, perfect for icy conditions. Behind the SUV, tall pine trees dusted with snow frame the scene. The overcast sky is heavy with gray clouds, casting a serene, wintry mood over the image.

Prompt

Automotive X1, a vibrant orange jeep is parked against a gray backdrop. The jeeps body is adorned with the words "Drive the Globe" in bold white lettering, and a graphic of an X in a white cross on the side of the jeep. A bicycle is balanced on top of it, adding a pop of color to the otherwise monochromatic image.

Prompt

Automotive X1, a blue jeep is parked in a desert-like area. The jeeps body is a vibrant shade of blue, with a black bumper and black tires. The front grill is adorned with three yellow lights, and the headlights of the jeep are turned on. The tires are thick and black, and are mounted on the side of the truck. The truck is parked on a dirt-covered ground, and in the background, a mountain range can be seen. The sky is a light blue, and a few wispy clouds are visible.

Prompt

Automotive X1, Captured at eye-level on a low-angle shot, a detailed model of a military vehicle, painted in shades of blue and black. The vehicle is adorned with a yellow emblem, adding a touch of rustic charm to its appearance. The background is a stark black, creating a stark contrast to the vehicles vibrant colors. The scene is set in a desert-like setting, with a dark sky in the background.

Model description for Flux-Automotive-X1-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	25 & 2900
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 20

Best Dimensions & Inference

Dimensions	Aspect Ratio	Recommendation
1280 x 832	3:2	Best
1024 x 1024	1:1	Default

Inference Range

Recommended Inference Steps: 30–35

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 = "strangerzonehf/Flux-Automotive-X1-LoRA"
trigger_word = "Automotive X1"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)