---
license: other
license_name: flux-non-commercial-license-v2.1
license_link: >-
  https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B/blob/main/LICENSE.md
language:
- en
base_model: black-forest-labs/FLUX.2-klein-base-9B
tags:
- image-generation
- text-to-image
- lora
- flux
- flux2
- storybook
- anime
- black-forest-labs/FLUX.2-klein-base-9B
pipeline_tag: text-to-image
library_name: diffusers
widget:
- text: >-
    sbanm42 In storybook anime style, a rainbow reflecting on a pond as a header image, with text beneath it that says "Scene 1: Rainbows".
  output:
    url: assets/lora-flux-rainbow-header-scene-1-01.png
- text: >-
    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".
  output:
    url: assets/lora-flux-animals-header-scene-2-01.png
---

# Storybook Anime FLUX.2-klein LoRA

<Gallery />

## 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

```text
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

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

| Without LoRA | With SBANM42 LoRA |
|---|---|
| ![Prompt 1 without LoRA](assets/base-flux-rainbow-header-scene-1-01.png) | ![Prompt 1 with SBANM42 LoRA](assets/lora-flux-rainbow-header-scene-1-01.png) |

### Prompt 2

```text
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".
```

| Without LoRA | With SBANM42 LoRA |
|---|---|
| ![Prompt 2 without LoRA](assets/base-flux-animals-header-scene-2-01.png) | ![Prompt 2 with SBANM42 LoRA](assets/lora-flux-animals-header-scene-2-01.png) |

## Download model

Weights for this model are available in Safetensors format.

[Download `storybook_anime_flux2_sbanm42_1250_lora_f32.safetensors`](loras/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-9B` or 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](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B), [FLUX.2 Klein 9B model card](https://huggingface.co/black-forest-labs/FLUX.2-klein-9B), [FLUX.2 dev model card](https://huggingface.co/black-forest-labs/FLUX.2-dev), and [Black Forest Labs prompting guide](https://docs.bfl.ai/guides).