README.md

metadata

tags:
  - text-to-image
  - stable-diffusion
  - lora
  - diffusers
  - template:sd-lora
  - StableDiffusionXLPipeline
  - Inference Endpoints
  - sdxl
widget:
  - text: >-
      A black Ford Mustang was photographed on the side of an abandoned road in
      British Columbia, Canada surrounded by trees and grass. The car is driving
      fast down the dirt road at sunset. Light beams shine from its headlights.
      Shot in the style of Peter Lindbergh for Aman Resorts --ar 85:128 --v 6.0
      --style raw
    output:
      url: images/c1.png
  - text: >-
      A cars headlights illuminate part of its body. This scene creates a
      tranquil atmosphere with soft lighting and warm tones, in the style of
      minimalism. --ar 85:128 --v 6.0 --style raw
    output:
      url: images/c2.png
  - text: >-
      An vector illustration of an old car on the road, in a retro poster style
      with orange and yellow colors, featuring vintage cars from past years, set
      against a backdrop of mountains, trees, clouds, and sunset. The scene
      captures a sense of adventure as if moving through time in a classic
      automotive journey. Its an appealing design that would be perfect for
      travel-themed projects or packaging materials related to vintage vehicles,
      in the style of retro posters. --ar 128:89 --v 6.0 --style raw
    output:
      url: images/c3.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: Cars, Concept Cars
license: creativeml-openrail-m

Car Model

Prompt

A black Ford Mustang was photographed on the side of an abandoned road in British Columbia, Canada surrounded by trees and grass. The car is driving fast down the dirt road at sunset. Light beams shine from its headlights. Shot in the style of Peter Lindbergh for Aman Resorts --ar 85:128 --v 6.0 --style raw

Prompt

A cars headlights illuminate part of its body. This scene creates a tranquil atmosphere with soft lighting and warm tones, in the style of minimalism. --ar 85:128 --v 6.0 --style raw

Prompt

An vector illustration of an old car on the road, in a retro poster style with orange and yellow colors, featuring vintage cars from past years, set against a backdrop of mountains, trees, clouds, and sunset. The scene captures a sense of adventure as if moving through time in a classic automotive journey. Its an appealing design that would be perfect for travel-themed projects or packaging materials related to vintage vehicles, in the style of retro posters. --ar 128:89 --v 6.0 --style raw

Model description

Cars-Model / Concept Cars

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	20
Epoch	20	Save Every N Epochs	1

SETTING-UP

    pipe = StableDiffusionXLPipeline.from_pretrained(
        "-------------xxxxxxxxx----------",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
                    (or)
-----------------------------------------------------------
    pipe = StableDiffusionXLPipeline.from_pretrained(
        "stabilityai/stable-diffusion-xl-base-1.0",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
    
    pipe.load_lora_weights("prithivMLmods/Canes-Cars-Model-LoRA", weight_name="Canes-Cars-Model-LoRA.safetensors", adapter_name="car")
    pipe.set_adapters("car")
    pipe.to("cuda")

Trigger prompts

A black Ford Mustang was photographed on the side of an abandoned road in British Columbia, Canada surrounded by trees and grass. The car is driving fast down the dirt road at sunset. Light beams shine from its headlights. Shot in the style of Peter Lindbergh for Aman Resorts --ar 85:128 --v 6.0 --style raw


A car's headlights illuminate part of its body. This scene creates a tranquil atmosphere with soft lighting and warm tones, in the style of minimalism. --ar 85:128 --v 6.0 --style raw


An vector illustration of an old car on the road, in a retro poster style with orange and yellow colors, featuring vintage cars from past years, set against a backdrop of mountains, trees, clouds, and sunset. The scene captures a sense of adventure as if moving through time in a classic automotive journey. It's an appealing design that would be perfect for travel-themed projects or packaging materials related to vintage vehicles, in the style of retro posters. --ar 128:89 --v 6.0 --style raw

Parameter	Value
Prompt	A car's headlights illuminate part of its body. This scene creates a tranquil atmosphere with soft lighting and warm tones, in the style of minimalism. --ar 85:128 --v 6.0 --style raw
Sampler	euler

Trigger words

You should use Cars to trigger the image generation.

You should use Concept Cars to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.