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prithivMLmods/Canopus-Pencil-Art-LoRA
Canopus-Pencil-Art-LoRA is a text-to-image model from prithivMLmods. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as apache-2.0.
Downloads · 30 days
141
5% of all-time downloads
All-time downloads
3.1K
Public
Repo size
466 MB
Likes
5
Public
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.safetensors456 MB · 99%
From the Hugging Face model README
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Pencil 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 | 23 |
| Epoch | 14 | Save Every N Epochs | 1 |
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/Canopus-Pencil-Art-LoRA", weight_name="Canopus-Pencil-Art-LoRA.safetensors", adapter_name="Pencil Art")
pipe.set_adapters("Pencil Art")
pipe.to("cuda")
horse, black lines white background, clean simple line art, no background, clean coloring book page, coloring book page, well composed, black and white, line art, concept art, a coloring book page, extremely detailed, line art, comics drawing, pencil sketch, coloring page for beginners, professional color sharp focus, fair quality, intricate, elegant, highly contrasted, serious, simple background, white background, monochrome, lineart
hot wheels, black lines white background, clean simple line art, no background, clean coloring book page, coloring book page, well composed, black and white, line art, concept art, a coloring book page, extremely detailed, line art, comics drawing, pencil sketch, coloring page for beginners, professional color sharp focus, fair quality, intricate, elegant, highly contrasted, serious, simple background, white background, monochrome, lineart
portrait of man, close-up, 8k, hdr, rgb, pen and ink, pencil sketch, intricate details, precisely drawn, Jeremy mann style, fine-line sketch, pen and ink sketch, black and white, traditional Art, perfect composition, beautiful detailed intricate, insanely detailed, chiaroscuro, masterpiece
| Parameter | Value |
|---|---|
| Prompt | portrait of man, close-up, 8k, hdr, rgb, pen and ink, pencil sketch, intricate details, precisely drawn, Jeremy mann style, fine-line sketch, pen and ink sketch, black and white, traditional Art, perfect composition, beautiful detailed intricate, insanely detailed, chiaroscuro, masterpiece |
| Sampler | euler |
You should use Pencil Art to trigger the image generation.
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.