manycore-research/FLUX.1-Panorama-dev-lora

FLUX.1 Panorama [dev] LoRA is a LoRA model for FLUX.1 [dev], designed to generate high-quality panoramic images from textual description, with a focus on realistic interior design scenes.

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.

Prompt

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.

Prompt

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.

Prompt

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.

Prompt

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.

Prompt

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.

Diffusers

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.