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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- ai-toolkit
+widget:
+-   text: This is a detailed CGI rendering of a cozy, warm, and inviting library room,
+        likely situated in a rustic log cabin. The room is illuminated by warm, amber-toned
+        lighting from various sources, including a fireplace and wall-mounted lamps.
+        The walls are lined with wooden bookshelves, filled with a diverse collection
+        of books, and the floor is covered in a rich, dark wooden planks. In the foreground,
+        there is a small wooden bar with three bar stools, equipped with a few bottles
+        and glasses. In the center of the room, a cozy armchair is positioned near
+        a small wooden table, adorned with a few books and a lit candle. To the right,
+        a wooden staircase with a wrought-iron railing ascends to a lofted area, adding
+        to the room's cozy, cabin-like feel. The background features large floor-to-ceiling
+        windows, which offer a view of a serene night sky filled with stars, enhancing
+        the room's peaceful atmosphere. The windows are framed by wooden shutters.
+        Scattered around the room are various items, including a small rug, a couple
+        of cushions, and a few scattered books, adding to the lived-in, comfortable
+        ambiance. The overall scene exudes warmth, comfort, and a sense of peaceful
+        solitude.
+    output:
+        url: samples/1728713527336__000005000_0.jpg
+-   text: This is a digitally created, hyper-realistic image of a cozy, warmly lit
+        indoor space with a view of an autumnal night landscape through floor-to-ceiling
+        glass windows. The interior features a rustic, wooden aesthetic with a fireplace
+        on the left side, adorned with a stone mantel and a cozy, crackling fire.
+        Above the mantel, there are several framed photographs and a decorative clock.
+        To the right of the fireplace is a built-in wooden bookshelf filled with books
+        and decorative items, including a large, colorful poster of a cityscape. In
+        the foreground, a wooden coffee table holds a lit white candle, a small glass
+        of wine, and a book. A comfortable, cushioned sofa with a colorful, zigzag-patterned
+        throw pillow is positioned in front of the table. Two wicker chairs with cushions
+        and throws are placed in front of the glass windows, providing a serene view
+        of a cityscape with twinkling lights and distant mountains. The room is filled
+        with warm, golden light from the fireplace and the hanging chandelier, which
+        has five yellow-shaded bulbs. Autumnal trees with vibrant orange and yellow
+        leaves frame the windows, enhancing the cozy, autumnal ambiance.
+    output:
+        url: samples/1728713538565__000005000_1.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
+---
+
+# cozy_house
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
+<Gallery />
+
+## 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](/None/tree/main) them in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+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('None', weight_name='cozy_house.safetensors')
+image = pipeline('This is a detailed CGI rendering of a cozy, warm, and inviting library room, likely situated in a rustic log cabin. The room is illuminated by warm, amber-toned lighting from various sources, including a fireplace and wall-mounted lamps. The walls are lined with wooden bookshelves, filled with a diverse collection of books, and the floor is covered in a rich, dark wooden planks. In the foreground, there is a small wooden bar with three bar stools, equipped with a few bottles and glasses. In the center of the room, a cozy armchair is positioned near a small wooden table, adorned with a few books and a lit candle. To the right, a wooden staircase with a wrought-iron railing ascends to a lofted area, adding to the room's cozy, cabin-like feel. The background features large floor-to-ceiling windows, which offer a view of a serene night sky filled with stars, enhancing the room's peaceful atmosphere. The windows are framed by wooden shutters. Scattered around the room are various items, including a small rug, a couple of cushions, and a few scattered books, adding to the lived-in, comfortable ambiance. The overall scene exudes warmth, comfort, and a sense of peaceful solitude.').images[0]
+image.save("my_image.png")
+```
+
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
+

config.yaml

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+job: extension
+config:
+  name: cozy_house
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+    save:
+      dtype: float16
+      save_every: 1000
+      max_step_saves_to_keep: 5
+      push_to_hub: true
+    hf_repo_id: linhqyy/cozy-house
+    hf_private: false
+    datasets:
+    - folder_path: /workspace/cozy_house
+      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: 5000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0004
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: black-forest-labs/FLUX.1-dev
+      is_flux: true
+      quantize: false
+    sample:
+      sampler: flowmatch
+      sample_every: 500
+      width: 1344
+      height: 768
+      prompts:
+      - This is a detailed CGI rendering of a cozy, warm, and inviting library room,
+        likely situated in a rustic log cabin. The room is illuminated by warm, amber-toned
+        lighting from various sources, including a fireplace and wall-mounted lamps.
+        The walls are lined with wooden bookshelves, filled with a diverse collection
+        of books, and the floor is covered in a rich, dark wooden planks. In the foreground,
+        there is a small wooden bar with three bar stools, equipped with a few bottles
+        and glasses. In the center of the room, a cozy armchair is positioned near
+        a small wooden table, adorned with a few books and a lit candle. To the right,
+        a wooden staircase with a wrought-iron railing ascends to a lofted area, adding
+        to the room's cozy, cabin-like feel. The background features large floor-to-ceiling
+        windows, which offer a view of a serene night sky filled with stars, enhancing
+        the room's peaceful atmosphere. The windows are framed by wooden shutters.
+        Scattered around the room are various items, including a small rug, a couple
+        of cushions, and a few scattered books, adding to the lived-in, comfortable
+        ambiance. The overall scene exudes warmth, comfort, and a sense of peaceful
+        solitude.
+      - This is a digitally created, hyper-realistic image of a cozy, warmly lit indoor
+        space with a view of an autumnal night landscape through floor-to-ceiling
+        glass windows. The interior features a rustic, wooden aesthetic with a fireplace
+        on the left side, adorned with a stone mantel and a cozy, crackling fire.
+        Above the mantel, there are several framed photographs and a decorative clock.
+        To the right of the fireplace is a built-in wooden bookshelf filled with books
+        and decorative items, including a large, colorful poster of a cityscape. In
+        the foreground, a wooden coffee table holds a lit white candle, a small glass
+        of wine, and a book. A comfortable, cushioned sofa with a colorful, zigzag-patterned
+        throw pillow is positioned in front of the table. Two wicker chairs with cushions
+        and throws are placed in front of the glass windows, providing a serene view
+        of a cityscape with twinkling lights and distant mountains. The room is filled
+        with warm, golden light from the fireplace and the hanging chandelier, which
+        has five yellow-shaded bulbs. Autumnal trees with vibrant orange and yellow
+        leaves frame the windows, enhancing the cozy, autumnal ambiance.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: human_training
+  version: '1.0'

cozy_house.safetensors

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+size 343805392

cozy_house_000001000.safetensors

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+size 343805392

cozy_house_000002000.safetensors

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cozy_house_000003000.safetensors

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+size 343805392

cozy_house_000004000.safetensors

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+oid sha256:22ee1c057c3cbae4b543c0635b5db4a834edec578cdc2f9ec60ded82ee950680
+size 343805392

optimizer.pt

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+oid sha256:708613660961c7e8aa2eb455b9f1cf73b516114f555364d5be1b9f04e2e2b923
+size 350203012