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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+widget:
+-   text: In a futuristic urban landscape, a stunning building emerges. This striking
+        edifice features sleek, flowing lines that mimic the curves of nature, with
+        its exterior composed of shimmering materials that catch the sunlight, reflecting
+        a spectrum of colors that shift throughout the day. The windows are oversized
+        and seamlessly integrated, offering panoramic views of the bustling city below
+        and inviting natural light to bathe the interior in a warm glow. Surrounding
+        the structure, a meticulously landscaped park showcases vibrant greenery,
+        with meticulously arranged plant beds boasting colorful flowers and native
+        shrubs that add a splash of life to the setting. The sound of water gently
+        bubbling from modern fountains creates a serene atmosphere, inviting passersby
+        to linger. As pedestrians wander along the adjacent pathways made of smooth,
+        polished stones, they admire the elegant design that blends art and functionality.
+        Inside, the open-plan layout amplifies the feeling of space, with high ceilings
+        adorned with artistic light fixtures that resemble organic forms. The air
+        is faintly scented with fresh flora from the indoor gardens, and the soft
+        hum of conversation mingles with the gentle whir of technology seamlessly
+        integrated into the environment. It's a harmonious blend of nature and innovation,
+        embodying a visionary future where architecture coexists beautifully with
+        its surroundings. In the architecture style of STRWRZ.
+    output:
+        url: samples/1728511374526__000008000_0.jpg
+-   text: In front of a huge mansion, a striking young woman stands with poise, captivating
+        in her beauty. Her long, flowing hair cascades in gentle waves, shimmering
+        with hues of deep chestnut and sun-kissed highlights. She wears a delicate,
+        fitted blouse adorned with intricate lace details that hug her graceful figure,
+        while a pastel skirt flares slightly at the waist, exuding a sense of femininity
+        and charm. Her expressive hazel eyes are framed by long, dark lashes and sparkle
+        with a hint of mischief, drawing the viewer into her enchanting gaze. A subtle
+        smile dances on her lips, hinting at warmth and charisma, as she reaches out
+        slightly, her fingers gently brushing against her cheek, accentuating her
+        flawless complexion. In the architecture style of STRWRZ.
+    output:
+        url: samples/1728511404319__000008000_1.jpg
+-   text: In a luxurious, elegantly designed cat room adorned with plush, oversized
+        furniture, two playful Maine Coon cats intertwine joyfully. The room is flooded
+        with soft, natural light streaming through expansive windows draped with delicate
+        sheer curtains, casting gentle patterns on the polished hardwood floor. One
+        cat, with a stunning tabby coat and striking green eyes, pounces energetically
+        on a whimsical feather toy, its long, tufted ears perked up in keen anticipation.
+        The other, a majestic cream-colored Maine Coon, lounges on a plush velvet
+        cushion, its bushy tail swishing curiously as it watches its companion's spirited
+        antics. Surrounding them, the room is tastefully decorated with colorful cat
+        trees that reach toward the ceiling, accented with dangling strings and sisal-covered
+        scratching posts. The air feels warm and inviting, with a faint scent of catnip
+        lingering playfully. As they frolic, their soft, melodious purring fills the
+        space, mingling with the subtle rustle of a nearby tuneful wind chime that
+        clinks gently in the breeze. In one corner, a cozy nook with a sunlit window
+        invites quiet moments, yet today, the joy of their playful chase transforms
+        the sophisticated space into a lively playground filled with love and laughter.
+        In the architecture style of STRWRZ.
+    output:
+        url: samples/1728511434321__000008000_2.jpg
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: In the architecture style of STRWRZ
+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
+---
+
+# strwrz
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
+<Gallery />
+
+## Trigger words
+
+You should use `In the architecture style of STRWRZ` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/None/tree/main) them in the Files & versions tab.

config.yaml

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+job: extension
+config:
+  name: strwrz
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 2000
+      max_step_saves_to_keep: 4
+      push_to_hub: true
+      hf_private: true
+    datasets:
+    - folder_path: datasets/6355e75f-9f7d-4379-851f-349f1fc4cdf6
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 8000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0002
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+      skip_first_sample: true
+      disable_sampling: false
+    model:
+      name_or_path: black-forest-labs/FLUX.1-dev
+      is_flux: true
+      quantize: true
+      low_vram: false
+    sample:
+      sampler: flowmatch
+      sample_every: 1000
+      width: 1024
+      height: 1024
+      prompts:
+      - In a futuristic urban landscape, a stunning building emerges. This striking
+        edifice features sleek, flowing lines that mimic the curves of nature, with
+        its exterior composed of shimmering materials that catch the sunlight, reflecting
+        a spectrum of colors that shift throughout the day. The windows are oversized
+        and seamlessly integrated, offering panoramic views of the bustling city below
+        and inviting natural light to bathe the interior in a warm glow. Surrounding
+        the structure, a meticulously landscaped park showcases vibrant greenery,
+        with meticulously arranged plant beds boasting colorful flowers and native
+        shrubs that add a splash of life to the setting. The sound of water gently
+        bubbling from modern fountains creates a serene atmosphere, inviting passersby
+        to linger. As pedestrians wander along the adjacent pathways made of smooth,
+        polished stones, they admire the elegant design that blends art and functionality.
+        Inside, the open-plan layout amplifies the feeling of space, with high ceilings
+        adorned with artistic light fixtures that resemble organic forms. The air
+        is faintly scented with fresh flora from the indoor gardens, and the soft
+        hum of conversation mingles with the gentle whir of technology seamlessly
+        integrated into the environment. It's a harmonious blend of nature and innovation,
+        embodying a visionary future where architecture coexists beautifully with
+        its surroundings. In the architecture style of STRWRZ.
+      - In front of a huge mansion, a striking young woman stands with poise, captivating
+        in her beauty. Her long, flowing hair cascades in gentle waves, shimmering
+        with hues of deep chestnut and sun-kissed highlights. She wears a delicate,
+        fitted blouse adorned with intricate lace details that hug her graceful figure,
+        while a pastel skirt flares slightly at the waist, exuding a sense of femininity
+        and charm. Her expressive hazel eyes are framed by long, dark lashes and sparkle
+        with a hint of mischief, drawing the viewer into her enchanting gaze. A subtle
+        smile dances on her lips, hinting at warmth and charisma, as she reaches out
+        slightly, her fingers gently brushing against her cheek, accentuating her
+        flawless complexion. In the architecture style of STRWRZ.
+      - In a luxurious, elegantly designed cat room adorned with plush, oversized
+        furniture, two playful Maine Coon cats intertwine joyfully. The room is flooded
+        with soft, natural light streaming through expansive windows draped with delicate
+        sheer curtains, casting gentle patterns on the polished hardwood floor. One
+        cat, with a stunning tabby coat and striking green eyes, pounces energetically
+        on a whimsical feather toy, its long, tufted ears perked up in keen anticipation.
+        The other, a majestic cream-colored Maine Coon, lounges on a plush velvet
+        cushion, its bushy tail swishing curiously as it watches its companion's spirited
+        antics. Surrounding them, the room is tastefully decorated with colorful cat
+        trees that reach toward the ceiling, accented with dangling strings and sisal-covered
+        scratching posts. The air feels warm and inviting, with a faint scent of catnip
+        lingering playfully. As they frolic, their soft, melodious purring fills the
+        space, mingling with the subtle rustle of a nearby tuneful wind chime that
+        clinks gently in the breeze. In one corner, a cozy nook with a sunlit window
+        invites quiet moments, yet today, the joy of their playful chase transforms
+        the sophisticated space into a lively playground filled with love and laughter.
+        In the architecture style of STRWRZ.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 3.5
+      sample_steps: 28
+    trigger_word: In the architecture style of STRWRZ
+meta:
+  name: strwrz
+  version: '1.0'

optimizer.pt

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+size 173272836

strwrz.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:07976849544ca792a136767d4ae6855cabbda1fc5344427855ada3a761b43755
+size 171969448

strwrz_000002000.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:af8e8709716e28c438fb2a4684fb18cbc1a827eb76d67b2afc107e70f949fb7e
+size 171969448

strwrz_000004000.safetensors

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+oid sha256:60100902042fd11aefbaed99bc5d6d9c059168a88864073259e1f068d9a12dbd
+size 171969448

strwrz_000006000.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b8d475a665a44d48f5f2133da444dfb7f74b033d506f025560c88b36858f51e3
+size 171969448