anime-pencil-diffusion

Anime-Pencil-Diffusion

A dreambooth finetune of stable diffusion 1.5 model that will output stuff in anime pencil concept drawing style.

Usage

Follow the directions under each version.

Anime-Pencil-Diffusion-V5

Trained for 400,000 steps, constant learning rate of 0.0000002 on 5000 images with 0 images for regularization.

Examples generated by the v5 model

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v5.jpg"/>

Usage

Include animepencilconcept style in prompt to invoke the finetuned style.

Prompet comparison for V5

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v5-prompt-comparison.jpg"/>

---

Anime-Pencil-Diffusion-V4

Trained for 160,000 steps, constant learning rate of 0.000001 on 526 images with 0 images for regularization and no text encoder training

Examples generated by the v4 model

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v4.jpg"/>

Usage

Add the words anime pencil concept style anywhere in your prompt.

---

Anime-Pencil-Diffusion-V3

Trained for 12,000 steps, constant learning rate of 0.0000005 on 80 images with 1000 images of illustration style for regularization

Examples generated by the v3 model

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v3.jpg"/>

Usage

Add the words anime pencil concept style anywhere in your prompt.

---

Anime-Pencil-Diffusion-V2

Trained for 4,000 steps, constant learning rate of 0.00000172 on 40 images with 1000 images of illustration style for regularization

Examples generated by the v2 model

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v2.jpg"/>

Usage

Add the words anime pencil concept style anywhere in your prompt.

---

Anime-Pencil-Diffusion-V1

Trained on 2,400 steps, constant learning rate of 0.00000172 on 16 images with 1000 images of illustration style for regularization

Examples generated by the v1 model

<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v1.jpg"/>

Usage

Add the words anime pencil concept style anywhere in your prompt.

---

Socials

• Use the #AnimePencilConceptStyle so i can see the cool stuff you make!
• If you enjoy the model i'd appreciate a follow on twitter
• If you are feeling especially generous, you can sponsor me on paypal
• Created by Yehia Serag

---

NOTE: usage of this model implies accpetance of stable diffusion's CreativeML Open RAIL-M license