---
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
---
![sdfvsdfv.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/JwjUshAYuR-EmpsLazlbB.png)

<Gallery />

# 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
```python
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](/strangerzonehf/Flux-Automotive-X2-LoRA/tree/main) them in the Files & versions tab.