flux-ic-render / README.md
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metadata
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      and outdated atmosphere.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      appliances are outdated and mismatched.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

Prompt
[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.
Prompt
[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.
Prompt
[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.
Prompt
[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.
Prompt
[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.
Prompt
[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.

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 them in the Files & versions tab.

Use it with the 🧨 diffusers library

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