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README.md

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+---
+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.