README.md

---
tags:
- text-to-image
- flux
- lora
- diffusers
- template:sd-lora
- ai-toolkit
widget:
-   text: '[VIRTUALSTAGING] A before and after image of a kitchen. The same kitchen
        is shown before and after a complete makeover. [IMAGE1] The image showcases
        a dated kitchen with worn-out cabinets and appliances. The room has a small
        window above the sink, allowing limited natural light. The walls are covered
        in faded, floral wallpaper that gives the space a vintage feel. The kitchen
        features old-fashioned linoleum flooring in a yellow and green checkered pattern.
        A small table in the corner with two mismatched chairs, and a calendar hangs
        on one of the walls. The overall color scheme is dominated by muted earth
        tones, creating a somewhat dull and outdated atmosphere. [IMAGE2] The image
        presents a sleek, modern kitchen with state-of-the-art appliances and custom
        cabinetry. The once-small window has been expanded into a large bay window,
        flooding the space with natural light. The walls are painted in a crisp white,
        accented by a bold, geometric-patterned backsplash in shades of blue and gray.The
        kitchen now features a large center island with bar seating, perfect for casual
        dining or food preparation. Pendant lights hang above the island, adding both
        style and functionality. A smart refrigerator can be seen, along with other
        high-tech appliances. The overall atmosphere of the kitchen is bright, spacious,
        and inviting, with a modern color palette of white, gray, and blue.'
    output:
        url: samples/1736096630648__000005000_0.jpg
-   text: '[VIRTUALSTAGING] A before and after image of a kitchen. The same kitchen
        is shown before and after remodeling. [IMAGE1] The image shows a dated kitchen
        with old laminate countertops and worn-out cabinets. The appliances are outdated
        and mismatched. The floor is covered in faded linoleum, and the lighting fixtures
        are old-fashioned. There are no people visible in the kitchen. [IMAGE2] The
        image displays a modern, sleek kitchen with granite countertops and newly
        painted white cabinets. Stainless steel appliances have replaced the old ones,
        creating a cohesive look. The floor now features elegant tile, and pendant
        lights hang over a new kitchen island. A fruit bowl and a few decorative items
        add a touch of personality to the space.'
    output:
        url: samples/1736096645766__000005000_1.jpg
-   text: '[VIRTUALSTAGING] A before and after image of a bedroom. The same bedroom
        is shown before and after makeover. [IMAGE1] The image presents a small, cluttered
        bedroom with plain white walls and a basic carpet floor. There''s a single
        bed pushed against one wall, a simple dresser, and a small desk. The room
        lacks personality and appears cramped. No people are visible in the room.
        [IMAGE2] The image showcases a transformed bedroom with a calming blue accent
        wall. A queen-sized bed with a tufted headboard is the centerpiece, flanked
        by modern nightstands. Floating shelves display books and plants, while a
        plush area rug adds warmth to the hardwood floors. A cozy reading nook with
        a comfortable chair has been created near the window.'
    output:
        url: samples/1736096660730__000005000_2.jpg
-   text: '[VIRTUALSTAGING] A before and after image of a bathroom. The same bathroom
        is shown before and after renovation. [IMAGE1] The image depicts an outdated
        bathroom with a pink bathtub and matching sink. The tiles are chipped, and
        the mirror is clouded with age. The lighting is dim, and the overall appearance
        is dull and uninviting. The bathroom is empty of people. [IMAGE2] The image
        reveals a luxurious spa-like bathroom. A freestanding soaking tub replaces
        the old bathtub, and a sleek vanity with a vessel sink has been installed.
        Large format tiles cover the floor and walls, creating a seamless look. A
        rainfall showerhead and glass enclosure have been added, and soft lighting
        creates a relaxing ambiance. '
    output:
        url: samples/1736096675900__000005000_3.jpg
-   text: '[VIRTUALSTAGING] A before and after image of a home office. The same home
        office is shown before and after redesign. [IMAGE1] The image shows a basic
        spare room with beige walls and carpeted flooring. There''s a simple desk
        and chair, with a few boxes scattered around, indicating a lack of organization.
        The room appears underutilized and uninspiring. No people are present in the
        image. [IMAGE2] The image displays a stylish and functional home office. One
        wall features floor-to-ceiling built-in bookshelves, while another has a large
        whiteboard for brainstorming. A ergonomic chair sits at a spacious desk with
        integrated cable management. A small seating area with a comfortable armchair
        and side table has been added for reading or casual meetings. Plants and artwork
        add life to the space.'
    output:
        url: samples/1736096690897__000005000_4.jpg
-   text: '[VIRTUALSTAGING] A before and after image of a backyard. The same backyard
        is shown before and after landscaping. [IMAGE1] The image presents an unkempt
        backyard with overgrown grass, a few weeds, and a dilapidated wooden fence.
        There''s no defined outdoor living space, and the overall appearance is neglected.
        The yard is devoid of people. [IMAGE2] The image showcases a beautifully landscaped
        backyard oasis. A stone patio now features a comfortable outdoor seating area
        and a fire pit. Raised garden beds are filled with colorful flowers and vegetables.
        A new wooden pergola provides shade for an outdoor dining area, and string
        lights add a magical touch for evening gatherings. The lawn is neatly trimmed,
        and a variety of trees and shrubs create privacy and visual interest.'
    output:
        url: samples/1736096706084__000005000_5.jpg
base_model: black-forest-labs/FLUX.1-dev

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
---

# vitualstaging
Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
<Gallery />

## Trigger words

No trigger words defined.

## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.

Weights for this model are available in Safetensors format.

[Download](/jschoormans/flux-ic-render/tree/main) them in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('jschoormans/flux-ic-render', weight_name='vitualstaging.safetensors')
image = pipeline('[VIRTUALSTAGING] A before and after image of a kitchen. The same kitchen is shown before and after a complete makeover. [IMAGE1] The image showcases a dated kitchen with worn-out cabinets and appliances. The room has a small window above the sink, allowing limited natural light. The walls are covered in faded, floral wallpaper that gives the space a vintage feel. The kitchen features old-fashioned linoleum flooring in a yellow and green checkered pattern. A small table in the corner with two mismatched chairs, and a calendar hangs on one of the walls. The overall color scheme is dominated by muted earth tones, creating a somewhat dull and outdated atmosphere. [IMAGE2] The image presents a sleek, modern kitchen with state-of-the-art appliances and custom cabinetry. The once-small window has been expanded into a large bay window, flooding the space with natural light. The walls are painted in a crisp white, accented by a bold, geometric-patterned backsplash in shades of blue and gray.The kitchen now features a large center island with bar seating, perfect for casual dining or food preparation. Pendant lights hang above the island, adding both style and functionality. A smart refrigerator can be seen, along with other high-tech appliances. The overall atmosphere of the kitchen is bright, spacious, and inviting, with a modern color palette of white, gray, and blue.').images[0]
image.save("my_image.png")
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)