---
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
widget:
- text: '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'
  output:
    url: images/1111.png
- text: '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'
  output:
    url: images/2222.png
- text: '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'
  output:
    url: images/3333.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: Pencil Art
license: apache-2.0
---
# Canopus-Pencil-Art-LoRA

<Gallery />

**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**

## Model description 

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      |

## SETTING-UP

```py
    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")
```

## Trigger prompts

    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             |                                       


## Trigger words

You should use `Pencil Art` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Canopus-Pencil-Art-LoRA/tree/main) them in the Files & versions tab.