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            ---
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            license: other
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            license_name: flux-1-dev-non-commercial-license
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            license_link: >-
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              https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-dev
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            base_model:
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            - black-forest-labs/FLUX.1-dev
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            tags:
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              - flux
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              - flux-diffusers
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              - text-to-image
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              - image-generation
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              - diffusers
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              - lora
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            pipeline_tag: text-to-image
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            library_name: diffusers
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            widget:
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            - 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.'
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              output:
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                url: assets/bedroom.png
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            - 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.'
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              output:
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                url: assets/livingroom.png
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            - 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.'
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              output:
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                url: assets/diningroom.png
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            - 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.'
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              output:
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                url: assets/kitchen.png
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            - 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.'
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              output:
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                url: assets/office.png
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            - 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.'
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              output:
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                url: assets/study.png
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            ---
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            `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.
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            <Gallery />
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            ## Diffusers
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            ```python
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            import torch
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            from diffusers.pipelines.flux.pipeline_flux import FluxPipeline
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            pipe = FluxPipeline.from_pretrained(
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                "black-forest-labs/FLUX.1-dev",
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                torch_dtype=torch.bfloat16,
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            )
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            pipe.load_lora_weights("manycore-research/FLUX.1-Panorama-dev-lora")
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            pipe = pipe.to("cuda")
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            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."
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            image = pipe(
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                prompt=prompt,
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                height= | 
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                width= | 
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                guidance_scale=4.0,
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                num_inference_steps=20,
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                generator=torch.Generator(device="cpu").manual_seed(42),
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            ).images[0]
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            image.save("output.png")
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            ```
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            ## LICENSE
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            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).
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            ---
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            license: other
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            license_name: flux-1-dev-non-commercial-license
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            license_link: >-
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              https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-dev
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            base_model:
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            +
            - black-forest-labs/FLUX.1-dev
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            +
            tags:
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            +
              - flux
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            +
              - flux-diffusers
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            +
              - text-to-image
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            +
              - image-generation
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            +
              - diffusers
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            +
              - lora
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            +
            pipeline_tag: text-to-image
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            +
            library_name: diffusers
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            +
            widget:
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            +
            - 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.'
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              output:
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                url: assets/bedroom.png
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            +
            - 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.'
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            +
              output:
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                url: assets/livingroom.png
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            +
            - 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.'
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            +
              output:
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            +
                url: assets/diningroom.png
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            +
            - 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.'
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            +
              output:
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            +
                url: assets/kitchen.png
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            +
            - 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.'
         | 
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            +
              output:
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            +
                url: assets/office.png
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            +
            - 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.'
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              output:
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                url: assets/study.png
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            +
            ---
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            +
             | 
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            +
            `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.
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            <Gallery />
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             | 
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            ## Diffusers
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             | 
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            ```python
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            import torch
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            from diffusers.pipelines.flux.pipeline_flux import FluxPipeline
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            pipe = FluxPipeline.from_pretrained(
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                "black-forest-labs/FLUX.1-dev",
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                torch_dtype=torch.bfloat16,
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            )
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            pipe.load_lora_weights("manycore-research/FLUX.1-Panorama-dev-lora")
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            pipe = pipe.to("cuda")
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            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."
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            image = pipe(
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                prompt=prompt,
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                height=960,
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                width=1920,
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                guidance_scale=4.0,
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                num_inference_steps=20,
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                generator=torch.Generator(device="cpu").manual_seed(42),
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            ).images[0]
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            image.save("output.png")
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            ```
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            ## LICENSE
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            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).
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