Instructions to use k3b4bb/strong-contrast with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use k3b4bb/strong-contrast with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("k3b4bb/strong-contrast") prompt = "Summary of prompts: It describes a series of high-quality, minimalist modern interior photography works, covering various space scenes such as living rooms, bedrooms, dining rooms, and stairwells. The following is a summary of these descriptions: Photography quality and composition: All photos are of high quality, most of them are composed according to the rule of thirds, using guiding lines or symmetrical elements, some use shallow depth of field to highlight the subject, and the background is focused or blurred to enhance the sense of space. Interior elements: The scene includes modern furniture, such as sofas, coffee tables, dining tables, chairs, beds, cupboards, etc., along with decorative items (such as vases, books, paintings, plants), emphasizing simplicity and functionality. Material characteristics: a large number of wood (light or dark, showing natural texture), concrete, metal (such as stainless steel appliances, metal lamps), glass (such as partitions, windows) and other materials, combined with weaving, leather and other elements, to create a rich texture space. Color combination: mainly neutral colors (white, beige, gray, brown), often decorated with bright colors (such as red, blue, yellow), enhance the visual effect through color contrast, the overall tone is simple and fresh. Lighting: Pay attention to the introduction of natural light, often through large windows, glass partitions, blinds, and other designs to let light in, and adjust the atmosphere with artificial light sources (such as chandeliers, wall lamps, table lamps) in some scenes. Overall atmosphere: convey a modern aesthetic of tranquility, peace, cleanliness, and warmth, integrate natural elements (such as green plants and natural lighting) to enhance comfort, and showcase a simple yet stylish living or working space." image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
strong contrast

- Prompt
- Summary of prompts: It describes a series of high-quality, minimalist modern interior photography works, covering various space scenes such as living rooms, bedrooms, dining rooms, and stairwells. The following is a summary of these descriptions: Photography quality and composition: All photos are of high quality, most of them are composed according to the rule of thirds, using guiding lines or symmetrical elements, some use shallow depth of field to highlight the subject, and the background is focused or blurred to enhance the sense of space. Interior elements: The scene includes modern furniture, such as sofas, coffee tables, dining tables, chairs, beds, cupboards, etc., along with decorative items (such as vases, books, paintings, plants), emphasizing simplicity and functionality. Material characteristics: a large number of wood (light or dark, showing natural texture), concrete, metal (such as stainless steel appliances, metal lamps), glass (such as partitions, windows) and other materials, combined with weaving, leather and other elements, to create a rich texture space. Color combination: mainly neutral colors (white, beige, gray, brown), often decorated with bright colors (such as red, blue, yellow), enhance the visual effect through color contrast, the overall tone is simple and fresh. Lighting: Pay attention to the introduction of natural light, often through large windows, glass partitions, blinds, and other designs to let light in, and adjust the atmosphere with artificial light sources (such as chandeliers, wall lamps, table lamps) in some scenes. Overall atmosphere: convey a modern aesthetic of tranquility, peace, cleanliness, and warmth, integrate natural elements (such as green plants and natural lighting) to enhance comfort, and showcase a simple yet stylish living or working space.

- Prompt
- -
Model description
It describes a series of high-quality, minimalist modern interior photography works, covering various space scenes such as living rooms, bedrooms, dining rooms, and stairwells. The following is a summary of these descriptions: Photography quality and composition: All photos are of high quality, most of them are composed according to the rule of thirds, using guiding lines or symmetrical elements, some use shallow depth of field to highlight the subject, and the background is focused or blurred to enhance the sense of space. Interior elements: The scene includes modern furniture, such as sofas, coffee tables, dining tables, chairs, beds, cupboards, etc., along with decorative items (such as vases, books, paintings, plants), emphasizing simplicity and functionality. Material characteristics: a large number of wood (light or dark, showing natural texture), concrete, metal (such as stainless steel appliances, metal lamps), glass (such as partitions, windows) and other materials, combined with weaving, leather and other elements, to create a rich texture space. Color combination: mainly neutral colors (white, beige, gray, brown), often decorated with bright colors (such as red, blue, yellow), enhance the visual effect through color contrast, the overall tone is simple and fresh. Lighting: Pay attention to the introduction of natural light, often through large windows, glass partitions, blinds, and other designs to let light in, and adjust the atmosphere with artificial light sources (such as chandeliers, wall lamps, table lamps) in some scenes. Overall atmosphere: convey a modern aesthetic of tranquility, peace, cleanliness, and warmth, integrate natural elements (such as green plants and natural lighting) to enhance comfort, and showcase a simple yet stylish living or working space.
Trigger words
You should use WD to trigger the image generation.
Download model
Download them in the Files & versions tab.
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Model tree for k3b4bb/strong-contrast
Base model
black-forest-labs/FLUX.1-dev