---
license: other
license_name: flux-1-dev-non-commercial-license
license_link: >-
  https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-dev
base_model:
- black-forest-labs/FLUX.1-dev
tags:
  - flux
  - flux-diffusers
  - text-to-image
  - image-generation
  - diffusers
  - lora
pipeline_tag: text-to-image
library_name: diffusers
widget:
- text: 'A modern bedroom features a low platform bed with a grey upholstered headboard in the center, light oak flooring, two white nightstands with silver lamps, a large window with sheer white curtains on the left, a built-in wooden wardrobe on the right, and a textured beige rug beneath the bed.'
  output:
    url: assets/bedroom.png
- text: 'A bright living room features a beige sectional sofa, light wood flooring, a glass coffee table, a TV unit with open shelving, a large window with roller blinds, and a woven basket holding blankets near the sofa.'
  output:
    url: assets/livingroom.png
- text: 'A formal dining room has a long mahogany table with eight upholstered chairs, a crystal chandelier overhead, a Persian-style rug beneath, a mirrored wall on one side, and a built-in wine cabinet with ambient lighting.'
  output:
    url: assets/diningroom.png
- text: 'A modern kitchen features white high-gloss cabinets, a large central island with a marble countertop and bar stools, stainless steel appliances, a tiled backsplash, recessed ceiling lighting, and a window above the sink overlooking the garden.'
  output:
    url: assets/kitchen.png
- text: 'A contemporary study showcases a dark wood desk with built-in storage, a leather office chair, a floor-to-ceiling bookshelf on the left, a wall-mounted monitor, a notepad and pen on the desk, and recessed ceiling lighting.'
  output:
    url: assets/office.png
- text: 'A stylish study features a walnut desk with brass accents, a mid-century modern chair, a built-in bookshelf with ladder access, a globe on a stand, a floor lamp with a black shade, and a textured area rug.'
  output:
    url: assets/study.png
---

`FLUX.1 Panorama [dev] LoRA` is a LoRA model for [FLUX.1 [dev]](https://huggingface.co/black-forest-labs/FLUX.1-dev), designed to generate high-quality panoramic images from textual description, with a focus on realistic interior design scenes.

<Gallery />

## Diffusers

```python
import torch
from diffusers.pipelines.flux.pipeline_flux import FluxPipeline

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

prompt = "A modern bedroom features a low platform bed with a grey upholstered headboard in the center, light oak flooring, two white nightstands with silver lamps, a large window with sheer white curtains on the left, a built-in wooden wardrobe on the right, and a textured beige rug beneath the bed."

image = pipe(
    prompt=prompt,
    height=1920,
    width=960,
    guidance_scale=4.0,
    num_inference_steps=20,
    generator=torch.Generator(device="cpu").manual_seed(42),
).images[0]

image.save("output.png")
```

## LICENSE

The model falls under the [FLUX.1-dev Non-Commercial License](https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-dev).