Model reference · open weights

anime-pencil-diffusion

Available as managed deployment Image yehiaserag · community Text→image 1 variants 5k dl/mo

anime-pencil-diffusion is an open-weight image model from yehiaserag. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Released byyehiaserag
TypeImage models
TaskText→image
Runs withdiffusers
Released2022-12-03
Popularity5k downloads / month
LicenceOpen weights

About

What anime-pencil-diffusion is

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

Read the full model card

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

Usage

Include animepencilconcept style in prompt to invoke the finetuned style.

Prompet comparison for V5


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

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

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

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

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

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys anime-pencil-diffusion for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (anime-pencil-diffusion below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"anime-pencil-diffusion","prompt":"a red bicycle","size":"1024x1024"}'

Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.

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