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

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Weights for this model are available in Safetensors format.

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