---
language:
- en
base_model:
- black-forest-labs/FLUX.1-dev
tags:
- art
---
# Flux.1Fill-dev-nf4

This is a custom **Flux.1 Fill pipeline** that combines:

- Base pipeline: [`black-forest-labs/FLUX.1-dev`](https://huggingface.co/black-forest-labs/FLUX.1-dev)  
- Transformer: [`sayakpaul/FLUX.1-Fill-dev-nf4`](https://huggingface.co/sayakpaul/FLUX.1-Fill-dev-nf4)  
- Text Encoder 2: [`sayakpaul/FLUX.1-Fill-dev-nf4`](https://huggingface.co/sayakpaul/FLUX.1-Fill-dev-nf4)  

## Usage

```python
from diffusers import DiffusionPipeline
import torch

pipe = DiffusionPipeline.from_pretrained(
    "CutePickle/FLUX.1-Fill-dev-nf4",
    torch_dtype=torch.bfloat16
)
pipe.enable_model_cpu_offload()

image = pipe(
    prompt="A cyberpunk cityscape at night",
    image=init_image,
    mask_image=mask
).images[0]

image.save("output.png")