Instructions to use neonforestmist/flux-storybook-anime-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use neonforestmist/flux-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("black-forest-labs/FLUX.2-klein-base-9B", torch_dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("neonforestmist/flux-storybook-anime-lora") prompt = "sbanm42 In storybook anime style, a rainbow reflecting on a pond as a header image, with text beneath it that says \"Scene 1: Rainbows\"." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Storybook Anime FLUX.2-klein LoRA

- Prompt
- sbanm42 In storybook anime style, a rainbow reflecting on a pond as a header image, with text beneath it that says "Scene 1: Rainbows".

- Prompt
- sbanm42 In storybook anime style, a white dog running with white and cream bunnies through a grassy field at sunset as a header image, with text that says "Scene 2: Animals".
Model Card for Model ID
This is a 1250-step LoRA for warm storybook-anime illustration on black-forest-labs/FLUX.2-klein-base-9B and compatible FLUX.2 Klein 9B checkpoints. It is intended for text-to-image generation with soft character shapes, cozy lighting, painterly linework, gentle interiors, rainy streets, and picture-book compositions.
The selected model file is:
loras/storybook_anime_flux2_sbanm42_1250_lora_f32.safetensors
Trigger phrase
sbanm42 In storybook anime style, ...
sbanm42 is the project-specific trigger token used during training. It is not a standard FLUX term or model version.
Generated examples
The left image in each row is the base model without the LoRA. The right image uses this LoRA at 0.80 strength. These are generated examples; no training images are shown here.
Prompt 1
In storybook anime style, a rainbow reflecting on a pond as a header image, with text beneath it that says "Scene 1: Rainbows".
Prompt 2
In storybook anime style, a white dog running with white and cream bunnies through a grassy field at sunset as a header image, with text that says "Scene 2: Animals".
Download model
Weights for this model are available in Safetensors format.
Download storybook_anime_flux2_sbanm42_1250_lora_f32.safetensors
License and attribution
This LoRA modifies black-forest-labs/FLUX.2-klein-base-9B and is not an official Black Forest Labs product.
This FLUX Model is licensed by Black Forest Labs Inc. under the FLUX Non-Commercial License. Copyright Black Forest Labs Inc. IN NO EVENT SHALL BLACK FOREST LABS INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
Recommended settings
- Base model:
black-forest-labs/FLUX.2-klein-base-9Bor a compatible FLUX.2 Klein 9B checkpoint - LoRA file:
loras/storybook_anime_flux2_sbanm42_1250_lora_f32.safetensors - LoRA strength:
0.80-0.95 - Prompt shape:
sbanm42 In storybook anime style, ... - Size:
1024x1024 - Steps:
21-30 - Text guidance:
4.0 - Sampler:
DDIM Trailing - Resolution dependent shift: on
- Shift:
1.00 - Negative prompt: leave empty, or rewrite negatives as positive visual instructions
The demo images above were generated at 1024x1024, 15 steps, text guidance 1.0, sampler DDIM Trailing, shift 3.00, and LoRA strength 0.80 for the enabled images.
Training notes
This model was trained from the selected 1250-step checkpoint.
Sources used for settings: FLUX.2 Klein base 9B model card, FLUX.2 Klein 9B model card, FLUX.2 dev model card, and Black Forest Labs prompting guide.
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Model tree for neonforestmist/flux-storybook-anime-lora
Base model
black-forest-labs/FLUX.2-klein-base-9B


