README.md

metadata

tags:
  - text-to-image
  - stable-diffusion
  - lora
  - diffusers
  - template:sd-lora
  - StableDiffusionXLPipeline
  - Inference Endpoints
  - sdxl
widget:
  - text: >-
      A Dog, a simple vector illustration in the style of dark and sublime,
      against a light green background
    output:
      url: images/dw1.png
  - text: >-
      A small monkey standing on a womans shoulder, in the style of darkly
      romantic illustrations, muted tones, surrealism, bold shadows, flat,
      animals and people, mysterious jungle, editorial illustrations,
      caravaggesque chiaroscuro --ar 61:75 --v 5
    output:
      url: images/dw.png
  - text: >-
      Dog , colorful cartoon style, high resolution vector, in the style of
      simplified and stylized illustrations
    output:
      url: images/dw2.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: art, illustration
license: creativeml-openrail-m

Art-Medium

Prompt

A Dog, a simple vector illustration in the style of dark and sublime, against a light green background

Prompt

A small monkey standing on a womans shoulder, in the style of darkly romantic illustrations, muted tones, surrealism, bold shadows, flat, animals and people, mysterious jungle, editorial illustrations, caravaggesque chiaroscuro --ar 61:75 --v 5

Prompt

Dog , colorful cartoon style, high resolution vector, in the style of simplified and stylized illustrations

Model description

Canopus-Art 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	15	Save Every N Epochs	1

SETTING-UP

    pipe = StableDiffusionXLPipeline.from_pretrained(
        "------------------------------",
        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/Canopus-Art-Medium-LoRA", weight_name="prithivMLmods/Canopus-Art-Medium-LoRA.safetensors", adapter_name="mdm")
    pipe.set_adapters("mdm")
    pipe.to("cuda")

Trigger words

You should use art to trigger the image generation.

You should use illustration to trigger the image generation.

Parameter	Value
Prompt	An illustration of a deer with large antlers, in the style of 18th century, dark gray and light brown, realistic renderings of the human form, 1860–1969, bengal school of art, die brücke, angura kei --ar 258:197 --v 5.1 --style raw
Sampler	euler

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.