README.md

---
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
base_model: black-forest-labs/FLUX.1-dev
tags:
  - flux
  - lora
  - style
  - text-to-image
  - diffusers
  - replicate
instance_prompt: flfwrld
pipeline_tag: text-to-image
---

# flfwrld – Fluffy World Style LoRA

A style LoRA for **FLUX.1-dev**, trained to capture a soft, fluffy visual aesthetic.

## Trigger word

Use **`flfwrld`** in your prompt to activate the style.

Example:
```
flfwrld, a cozy cabin in a snowy forest at dusk
```

## Training details

- **Base model:** FLUX.1-dev
- **LoRA type:** Style
- **Training steps:** 1000
- **Seed:** 42
- **Trained with:** [fast-flux-trainer](https://replicate.com/replicate/fast-flux-trainer) on Replicate (8x H100)

A version of this LoRA was also trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) for comparison.

## Usage

### Diffusers

```python
from diffusers import FluxPipeline
import torch

pipe = FluxPipeline.from_pretrained(
    "black-forest-labs/FLUX.1-dev",
    torch_dtype=torch.bfloat16
).to("cuda")

pipe.load_lora_weights("YOUR_USERNAME/flfwrld-fluffy-lora")

image = pipe(
    "flfwrld, a cozy cabin in a snowy forest at dusk",
    num_inference_steps=28,
    guidance_scale=3.5,
).images[0]
image.save("output.png")
```

### Replicate

```javascript
import Replicate from "replicate";

const replicate = new Replicate();

const output = await replicate.run(
  "annina-walker/flfwrld-fluffy-lora:df6d510f",
  { input: { prompt: "flfwrld, a cozy cabin in a snowy forest at dusk" } }
);
```

## License

This LoRA is a derivative of FLUX.1-dev and is subject to the [FLUX.1-dev Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).