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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 vibrant digital illustration featuring a serene forest scene.
+        In the foreground, a tranquil pond reflects the surrounding lush greenery
+        and a clear, blue sky with a few fluffy clouds. The pond is dotted with various-sized
+        rocks and surrounded by vibrant flora, including orange and yellow flowers
+        with large, glossy leaves. The water is calm, with gentle ripples and a few
+        floating leaves. The central focus of the image is a cheerful, round, yellow
+        sunfish-like creature with a smiling face, small pink flowers on its head,
+        and closed eyes. It appears to be swimming contentedly in the pond, adding
+        a whimsical and playful element to the scene. The background is a dense forest
+        filled with tall, leafy trees with a mix of green and orange hues, suggesting
+        autumn. The sunlight filters through the leaves, creating a dappled effect
+        on the ground and the water. Small birds are seen flying or perched on the
+        branches, adding to the peaceful ambiance. The overall style of the illustration
+        is whimsical and cartoonish, with bright, bold colors and clean lines, emphasizing
+        the tranquility and beauty of nature. The artist's attention to detail and
+        the soft, almost dreamy lighting enhance the scene's charm.
+    output:
+        url: samples/1730347162944__000005000_0.jpg
+-   text: This is a digital illustration depicting a cozy, nighttime study scene.
+        At the center of the image is a young man with short, light blonde hair, wearing
+        a white shirt and sitting in a simple wooden chair. He is focused on a laptop
+        on a wooden desk, which is illuminated by a warm, yellow desk lamp. The room
+        is dimly lit, suggesting it is late at night.  To the left of the desk, there
+        is a potted plant with large, green leaves, adding a touch of nature to the
+        otherwise urban environment. On the right side of the desk, there is another
+        potted plant and a stack of books, indicating a love for reading.  Through
+        the large window behind the man, a cityscape is visible, with tall skyscrapers
+        illuminated by city lights, creating a contrast to the warm interior lighting.
+        The sky outside is dark, with scattered raindrops visible, suggesting a rainy
+        night. The overall ambiance of the image is serene and focused, with a blend
+        of warm, cozy indoor lighting and the cool, urban exterior. The art style
+        is detailed and realistic, with a focus on soft textures and subtle shading,
+        creating a calming, inviting atmosphere.
+    output:
+        url: samples/1730347168507__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
+---
+
+# relax-piano
+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='relax-piano.safetensors')
+image = pipeline('This is a vibrant digital illustration featuring a serene forest scene. In the foreground, a tranquil pond reflects the surrounding lush greenery and a clear, blue sky with a few fluffy clouds. The pond is dotted with various-sized rocks and surrounded by vibrant flora, including orange and yellow flowers with large, glossy leaves. The water is calm, with gentle ripples and a few floating leaves. The central focus of the image is a cheerful, round, yellow sunfish-like creature with a smiling face, small pink flowers on its head, and closed eyes. It appears to be swimming contentedly in the pond, adding a whimsical and playful element to the scene. The background is a dense forest filled with tall, leafy trees with a mix of green and orange hues, suggesting autumn. The sunlight filters through the leaves, creating a dappled effect on the ground and the water. Small birds are seen flying or perched on the branches, adding to the peaceful ambiance. The overall style of the illustration is whimsical and cartoonish, with bright, bold colors and clean lines, emphasizing the tranquility and beauty of nature. The artist's attention to detail and the soft, almost dreamy lighting enhance the scene's charm.').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: relax-piano
+  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/relax
+    hf_private: false
+    datasets:
+    - folder_path: /workspace/Relax
+      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: 1024
+      height: 1024
+      prompts:
+      - This is a vibrant digital illustration featuring a serene forest scene. In
+        the foreground, a tranquil pond reflects the surrounding lush greenery and
+        a clear, blue sky with a few fluffy clouds. The pond is dotted with various-sized
+        rocks and surrounded by vibrant flora, including orange and yellow flowers
+        with large, glossy leaves. The water is calm, with gentle ripples and a few
+        floating leaves. The central focus of the image is a cheerful, round, yellow
+        sunfish-like creature with a smiling face, small pink flowers on its head,
+        and closed eyes. It appears to be swimming contentedly in the pond, adding
+        a whimsical and playful element to the scene. The background is a dense forest
+        filled with tall, leafy trees with a mix of green and orange hues, suggesting
+        autumn. The sunlight filters through the leaves, creating a dappled effect
+        on the ground and the water. Small birds are seen flying or perched on the
+        branches, adding to the peaceful ambiance. The overall style of the illustration
+        is whimsical and cartoonish, with bright, bold colors and clean lines, emphasizing
+        the tranquility and beauty of nature. The artist's attention to detail and
+        the soft, almost dreamy lighting enhance the scene's charm.
+      - This is a digital illustration depicting a cozy, nighttime study scene. At
+        the center of the image is a young man with short, light blonde hair, wearing
+        a white shirt and sitting in a simple wooden chair. He is focused on a laptop
+        on a wooden desk, which is illuminated by a warm, yellow desk lamp. The room
+        is dimly lit, suggesting it is late at night.  To the left of the desk, there
+        is a potted plant with large, green leaves, adding a touch of nature to the
+        otherwise urban environment. On the right side of the desk, there is another
+        potted plant and a stack of books, indicating a love for reading.  Through
+        the large window behind the man, a cityscape is visible, with tall skyscrapers
+        illuminated by city lights, creating a contrast to the warm interior lighting.
+        The sky outside is dark, with scattered raindrops visible, suggesting a rainy
+        night. The overall ambiance of the image is serene and focused, with a blend
+        of warm, cozy indoor lighting and the cool, urban exterior. The art style
+        is detailed and realistic, with a focus on soft textures and subtle shading,
+        creating a calming, inviting atmosphere.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: human_training
+  version: '1.0'

optimizer.pt

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+size 350203012

relax-piano.safetensors

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+size 343805392

relax-piano_000001000.safetensors

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relax-piano_000002000.safetensors

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relax-piano_000003000.safetensors

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relax-piano_000004000.safetensors

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