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---
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
---
<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.
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