Instructions to use neonforestmist/sd15-storybook-anime-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use neonforestmist/sd15-storybook-anime-lora with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stable-diffusion-v1-5/stable-diffusion-v1-5", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("neonforestmist/sd15-storybook-anime-lora") prompt = "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" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Storybook Anime LoRA for Stable Diffusion 1.5

- Prompt
- 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

- Prompt
- 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

- Prompt
- storybook anime illustration, strawberry jam spread on toast beside a small jam jar, cozy breakfast table, warm hand-painted background, soft cel-shaded style

- Prompt
- 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

- Prompt
- storybook anime illustration, multicolored lotus flowers blooming on a quiet pond, soft morning light, warm hand-painted background, whimsical children's book anime style

- Prompt
- 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
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:
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 KarrasorEuler a - Resolution:
512 x 512for native SD 1.5, or up to768on 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:
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 512with 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
storybook_anime_lora.safetensors
SHA256:
0304bb42819790cf63f4125ac70cee60fda682cc5aa4bfb512bb9e3b1746e9b0
License
This LoRA follows the base model license: CreativeML Open RAIL-M.
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Model tree for neonforestmist/sd15-storybook-anime-lora
Base model
stable-diffusion-v1-5/stable-diffusion-v1-5