README.md

---
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
widget:
- text: '-'
  output:
    url: images/Cranial-Origami_00143_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00146_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00157_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00160_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00163_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00175_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00183_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00192_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00205_.png
- text: '-'
  output:
    url: images/Cranial-Origami_00215_.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: CO style, digital collage
license: artistic-2.0
---
# Cranial Origami Style

<Gallery />

## Model description 

&lt;h3&gt;CRANIAL ORIGAMI STYLE&lt;&#x2F;h3&gt;  

This LoRA was trained (with consent) on 36 images by the legendary master of prompts @CranialOrigami. It does not exactly duplicate his numerous styles, it is more of a creative tribute to his vision that you can play with. I selected 36 of his images that had a similar vibe. Using Gigapixel I upscaled them to max height of 2048px with noise reduction all the way up to 100. They were captioned using GPTV via API with a special prompt I worked out specifically for image captioning. Captions were then edited down to ~155 token length. They were trained for 40 epochs with a batch size of 4 and a gradient accumulation of 2 using the prodigy optimizer. After testing with various base modes i chose epoch 39 to share. Juggernaut and Tempest.artistic work very well with this model. I prefer the dpmpp_2m_sde_gpu and dpmpp_3m_sde_gpu with kerras scheduler but the classic euler_a works just fine as well.   

Make sure to follow @CranialOrigami on twitter!

## Trigger words

You should use `CO style` to trigger the image generation.

You should use `digital collage` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/BlaireSilver13/Cranial_Origami/tree/main) them in the Files & versions tab.