metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Automotive X2, a sleek black and silver motorcycle is parked against a
      gray backdrop. The motorcycle has a black seat, a black headlight, and a
      black handlebar. The front wheel of the motorcycle is adorned with a
      yellow emblem, adding a pop of color to the otherwise monochromatic scene.
      The bikes exhaust pipes are visible, adding texture to the composition.
      The backdrop is a solid gray, creating a stark contrast to the motorcycle.
    output:
      url: images/4.png
  - text: >-
      Automotive X2: A bold yellow Kawasaki motorcycle is parked on a gravel
      path. The motorcycle features a black leather seat, silver accents, and
      angular LED headlights. The front wheel has a red rim stripe, adding a
      sporty flair to the design. Behind the motorcycle is a scenic mountain
      landscape under a clear blue sky, enhancing the overall adventurous feel.
    output:
      url: images/5.png
  - text: >-
      Automotive X2: A futuristic silver electric motorcycle is parked on a
      polished black floor. The motorcycle has a white LED headlight strip, a
      sleek aerodynamic design, and thin blue accents on the rims. The backdrop
      is a modern architectural space with glass walls and ambient lighting,
      emphasizing the motorcycles cutting-edge aesthetics.
    output:
      url: images/6.png
  - text: >-
      Automotive X2, a motorcycle is parked on a dark gray concrete surface. The
      motorcycle is adorned with a brown leather seat, a white leather
      handlebar, and two white headlights. The front tire of the motorcycle is
      covered in red stripes, adding a pop of color to the scene. The backdrop
      is a stark black, creating a stark contrast to the motorcycle.
    output:
      url: images/1.png
  - text: >-
      Automotive X2, A close-up view of a vintage motorcycle, the front of the
      motorcycle is covered in rust, and the motorcycle has a blue body. The
      motorcycle is parked on a dirt road, and in the background is a pile of
      rocks.
    output:
      url: images/2.png
  - text: >-
      Automotive X2, a blue BMW motorcycle is parked on a gray tiled surface.
      The motorcycle has a brown leather seat, and a black exhaust pipe. The
      front of the motorcycle is adorned with the letters "BMW" in white
      lettering. The rear tire is adorned in a white circle with a black design,
      adding a pop of color to the scene. The backdrop is a gray wall with
      graffiti on it.
    output:
      url: images/3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Automotive X2
license: creativeml-openrail-m

Prompt
Automotive X2, a sleek black and silver motorcycle is parked against a gray backdrop. The motorcycle has a black seat, a black headlight, and a black handlebar. The front wheel of the motorcycle is adorned with a yellow emblem, adding a pop of color to the otherwise monochromatic scene. The bikes exhaust pipes are visible, adding texture to the composition. The backdrop is a solid gray, creating a stark contrast to the motorcycle.

Prompt
Automotive X2: A bold yellow Kawasaki motorcycle is parked on a gravel path. The motorcycle features a black leather seat, silver accents, and angular LED headlights. The front wheel has a red rim stripe, adding a sporty flair to the design. Behind the motorcycle is a scenic mountain landscape under a clear blue sky, enhancing the overall adventurous feel.

Prompt
Automotive X2: A futuristic silver electric motorcycle is parked on a polished black floor. The motorcycle has a white LED headlight strip, a sleek aerodynamic design, and thin blue accents on the rims. The backdrop is a modern architectural space with glass walls and ambient lighting, emphasizing the motorcycles cutting-edge aesthetics.

Prompt
Automotive X2, a motorcycle is parked on a dark gray concrete surface. The motorcycle is adorned with a brown leather seat, a white leather handlebar, and two white headlights. The front tire of the motorcycle is covered in red stripes, adding a pop of color to the scene. The backdrop is a stark black, creating a stark contrast to the motorcycle.

Prompt
Automotive X2, A close-up view of a vintage motorcycle, the front of the motorcycle is covered in rust, and the motorcycle has a blue body. The motorcycle is parked on a dirt road, and in the background is a pile of rocks.

Prompt
Automotive X2, a blue BMW motorcycle is parked on a gray tiled surface. The motorcycle has a brown leather seat, and a black exhaust pipe. The front of the motorcycle is adorned with the letters "BMW" in white lettering. The rear tire is adorned in a white circle with a black design, adding a pop of color to the scene. The backdrop is a gray wall with graffiti on it.

Model description for Flux-Automotive-X2-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	17 & 2100
Epoch	13	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 12

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-X2-LoRA"
trigger_word = "Automotive X2"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Automotive X2 to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.