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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 digital drawing with a warm, cozy, and slightly vintage aesthetic.
+        The scene depicts a cozy living room setting with a light beige wall adorned
+        with framed art and a small, black-and-white abstract print. In the foreground,
+        a fluffy, cream-colored cat with a slightly darker face and ears sits attentively
+        on a wooden shelf. To the left, a potted plant with small, colorful flowers
+        and a lit candle in a brown vase provide a soft, inviting ambiance. The shelf
+        holds a variety of items: a stack of colorful books, a vintage camera, and
+        a green record player with a yellow record on it. The record player has a
+        black needle and a small speaker. To the right of the cat, a green, retro-style
+        radio is visible. The background features a small, round rug with a textured
+        pattern, adding to the homely feel. The overall style is charming and nostalgic,
+        with a focus on warm, earthy tones and a sense of comfort.'
+    output:
+        url: samples/1731149236727__000005000_0.jpg
+-   text: This is a digital drawing in a warm, pastel color palette, featuring a close-up
+        view of a vintage-style coffee machine. The coffee machine is cream-colored
+        with a golden trim and has a classic, retro design. It includes a large, circular
+        dial on the right side, which is blue with a red pointer, indicating settings
+        or temperature control. The coffee machine's steam wand is positioned in the
+        center, with a dark green handle and a white steam nozzle. The steam wand
+        is currently in use, evidenced by a small amount of coffee being extracted
+        into a white ceramic cup placed directly below. The coffee machine's drip
+        tray is visible beneath the cup, with a rectangular opening for the coffee
+        to collect. The background is soft and muted, with warm tones that blend into
+        the image, giving it a cozy and inviting atmosphere. The overall style of
+        the drawing is reminiscent of mid-century modern design, with smooth, clean
+        lines and a focus on warm, comforting colors.
+    output:
+        url: samples/1731149244905__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
+---
+
+# jazzy-0911
+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='jazzy-0911.safetensors')
+image = pipeline('This is a digital drawing with a warm, cozy, and slightly vintage aesthetic. The scene depicts a cozy living room setting with a light beige wall adorned with framed art and a small, black-and-white abstract print. In the foreground, a fluffy, cream-colored cat with a slightly darker face and ears sits attentively on a wooden shelf. To the left, a potted plant with small, colorful flowers and a lit candle in a brown vase provide a soft, inviting ambiance. The shelf holds a variety of items: a stack of colorful books, a vintage camera, and a green record player with a yellow record on it. The record player has a black needle and a small speaker. To the right of the cat, a green, retro-style radio is visible. The background features a small, round rug with a textured pattern, adding to the homely feel. The overall style is charming and nostalgic, with a focus on warm, earthy tones and a sense of comfort.').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: jazzy-0911
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+    save:
+      dtype: float16
+      save_every: 500
+      max_step_saves_to_keep: 10
+      push_to_hub: true
+    hf_repo_id: jazzy-updated
+    hf_private: false
+    datasets:
+    - folder_path: /workspace/Jazzy-with-cap-0911
+      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: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - 'This is a digital drawing with a warm, cozy, and slightly vintage aesthetic.
+        The scene depicts a cozy living room setting with a light beige wall adorned
+        with framed art and a small, black-and-white abstract print. In the foreground,
+        a fluffy, cream-colored cat with a slightly darker face and ears sits attentively
+        on a wooden shelf. To the left, a potted plant with small, colorful flowers
+        and a lit candle in a brown vase provide a soft, inviting ambiance. The shelf
+        holds a variety of items: a stack of colorful books, a vintage camera, and
+        a green record player with a yellow record on it. The record player has a
+        black needle and a small speaker. To the right of the cat, a green, retro-style
+        radio is visible. The background features a small, round rug with a textured
+        pattern, adding to the homely feel. The overall style is charming and nostalgic,
+        with a focus on warm, earthy tones and a sense of comfort.'
+      - This is a digital drawing in a warm, pastel color palette, featuring a close-up
+        view of a vintage-style coffee machine. The coffee machine is cream-colored
+        with a golden trim and has a classic, retro design. It includes a large, circular
+        dial on the right side, which is blue with a red pointer, indicating settings
+        or temperature control. The coffee machine's steam wand is positioned in the
+        center, with a dark green handle and a white steam nozzle. The steam wand
+        is currently in use, evidenced by a small amount of coffee being extracted
+        into a white ceramic cup placed directly below. The coffee machine's drip
+        tray is visible beneath the cup, with a rectangular opening for the coffee
+        to collect. The background is soft and muted, with warm tones that blend into
+        the image, giving it a cozy and inviting atmosphere. The overall style of
+        the drawing is reminiscent of mid-century modern design, with smooth, clean
+        lines and a focus on warm, comforting colors.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: human_training
+  version: '1.0'

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optimizer.pt

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