---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- stable-diffusion
- stable-diffusion-1-5
- sd15
- storybook-anime
widget:
- output:
    url: images/preview_01.png
  text: storybook anime illustration, a cat playing with a ball of yarn in a cozy sunlit room, warm hand-painted background, soft cel-shaded character design, whimsical children's book anime style
- output:
    url: images/preview_02.png
  text: storybook anime illustration, a glass jar of fresh lemonade on a kitchen table with lemon slices and soft golden light, warm hand-painted background, whimsical children's book anime style
- output:
    url: images/preview_03.png
  text: storybook anime illustration, strawberry jam spread on toast beside a small jam jar, cozy breakfast table, warm hand-painted background, soft cel-shaded style
- output:
    url: images/preview_04.png
  text: storybook anime illustration, a bowl of tomato soup on a rustic kitchen table with fresh herbs and warm window light, cozy hand-painted background, whimsical children's book anime style
- output:
    url: images/preview_05.png
  text: storybook anime illustration, multicolored lotus flowers blooming on a quiet pond, soft morning light, warm hand-painted background, whimsical children's book anime style
- output:
    url: images/preview_06.png
  text: storybook anime illustration, bunnies eating celery in a small garden patch, soft green grass, warm hand-painted background, soft cel-shaded characters, whimsical children's book anime style
base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
instance_prompt: storybook anime illustration
license: creativeml-openrail-m
---

# Storybook Anime LoRA for Stable Diffusion 1.5

<Gallery />

## Model description

This is a LoRA adapter for `stable-diffusion-v1-5/stable-diffusion-v1-5` tuned toward soft storybook anime illustrations, warm hand-painted backgrounds, gentle cel-shaded characters, cozy interiors, gardens, fields, cottages, bakeries, and simple children's-book style scenes.

The repository contains the LoRA adapter only. It does not include or redistribute the base model.

## Trigger words

Use:

```text
storybook anime illustration
```

## Recommended settings

- LoRA weight: `0.75-0.95`
- Starting weight: `0.85`
- Steps: `25-35`
- CFG scale: `6.5-7.5`
- Sampler: `DPM++ 2M Karras` or `Euler a`
- Resolution: `512 x 512` for native SD 1.5, or up to `768` on one side with hires/upscale if your workflow supports it

## Prompting guidance

This LoRA tends to respond best when prompts keep the style phrase near the front and end with a few consistent style anchors:

```text
storybook anime illustration of [subject and action], [simple setting clue], warm hand-painted background, soft cel-shaded characters, whimsical children's book anime style
```

Useful anchors include `warm hand-painted background`, `soft cel-shaded characters`, `cozy scene design`, `gentle atmosphere`, `storybook anime illustration`, and `whimsical children's book anime style`.

## Training data

Trained on 70 GPT-generated storybook anime style images with matching text captions.

## Training settings

- Base model: `stable-diffusion-v1-5/stable-diffusion-v1-5`
- Training platform: Modal
- GPU: L4
- Steps: `2400`
- Resolution: `512 x 512` with buckets
- Batch size: `4`
- Network rank: `32`
- Network alpha: `16`
- Network dropout: `0.05`
- Optimizer: `AdamW8bit`
- U-Net LR: `1e-4`
- Text encoder LR: `5e-5`
- LR scheduler: `cosine`

## File

```text
storybook_anime_lora.safetensors
```

SHA256:

```text
0304bb42819790cf63f4125ac70cee60fda682cc5aa4bfb512bb9e3b1746e9b0
```

## License

This LoRA follows the base model license: CreativeML Open RAIL-M.