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 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:

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

storybook_anime_lora.safetensors

SHA256:

0304bb42819790cf63f4125ac70cee60fda682cc5aa4bfb512bb9e3b1746e9b0

License

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

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