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README.md

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+---
+tags:
+- diffusers
+- text-to-image
+- template:sd-lora
+- base_model:black-forest-labs/FLUX.1-dev
+- base_model:finetune:black-forest-labs/FLUX.1-dev
+- license:other
+- region:us
+- flux
+- lora
+widget:
+-   output:
+        url: samples/1730182957712__000003000_0.jpg
+    text: intricate sand art masterpiece, high contrast, detailed patterns in fine
+        sand, [trigger_word]
+-   output:
+        url: samples/1730182981486__000003000_1.jpg
+    text: majestic sand mandala with high detail, rich contrast, fine grains and texture,
+        [trigger_word]
+-   output:
+        url: samples/1730183005591__000003000_2.jpg
+    text: sand painting of an animal, high quality, detailed textures and shadows,
+        [trigger_word]
+-   output:
+        url: samples/1730183029616__000003000_3.jpg
+    text: abstract sand art design, flowing patterns, high contrast, 3D texture, [trigger_word]
+-   output:
+        url: samples/1730183053399__000003000_4.jpg
+    text: sculptural sand masterpiece, fine details, sharp contrast between highlights
+        and shadows, [trigger_word]
+-   output:
+        url: samples/1730183077597__000003000_5.jpg
+    text: geometric sand art, perfectly symmetrical, intricate patterns, high contrast,
+        [trigger_word]
+base_model: black-forest-labs/FLUX.1-dev
+trigger: sandscape_reality
+instance_prompt: sandscape_reality
+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
+---
+# flux_dev_masterpiece_sandart_v1
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) under the [Glif Loradex program](https://huggingface.co/glif-loradex-trainer) by [Glif](https://glif.app) user `swapagrawal14`.
+<Gallery />
+## Trigger words
+You should use `sandscape_reality` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/swapagrawal14_flux_dev_masterpiece_sandart_v1/tree/main) them in the Files & versions tab.
+
+## License
+This model is licensed under the [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+

config.yaml

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+config:
+  name: flux_dev_masterpiece_sandart_v1
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/flux_dev_masterpiece_sandart_v1/dataset
+      resolution:
+      - 512
+      - 768
+      - 1024
+      shuffle_tokens: false
+      token_dropout_rate: 0.01
+    device: cuda:0
+    model:
+      is_flux: true
+      name_or_path: black-forest-labs/FLUX.1-dev
+      quantize: true
+      text_encoder_bits: 8
+    network:
+      linear: 42
+      linear_alpha: 42
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      height: 1024
+      neg: ''
+      prompts:
+      - intricate sand art masterpiece, high contrast, detailed patterns in fine sand,
+        [trigger_word]
+      - majestic sand mandala with high detail, rich contrast, fine grains and texture,
+        [trigger_word]
+      - sand painting of an animal, high quality, detailed textures and shadows, [trigger_word]
+      - abstract sand art design, flowing patterns, high contrast, 3D texture, [trigger_word]
+      - sculptural sand masterpiece, fine details, sharp contrast between highlights
+        and shadows, [trigger_word]
+      - geometric sand art, perfectly symmetrical, intricate patterns, high contrast,
+        [trigger_word]
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 42
+      walk_seed: true
+      width: 1024
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 3
+      save_every: 500
+      save_format: diffusers
+    train:
+      batch_size: 1
+      dtype: bf16
+      ema_config:
+        ema_decay: 0.99
+        use_ema: true
+      gradient_accumulation_steps: 1
+      gradient_checkpointing: true
+      linear_timesteps: true
+      loss_type: mse
+      lr: 0.0002
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      reg_weight: 1.0
+      steps: 3000
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: sandscape_reality
+    type: sd_trainer
+job: extension
+meta:
+  description: This LoRa model is tailored to create intricate, high-contrast sand
+    art with a focus on fine details and texture quality. Designed for generating
+    masterpiece-level sand art with high definition, the model captures the nuances
+    of sand grains, shadows, and the tactile effect of sand textures. Ideal for high-quality
+    visuals, symmetrical patterns, and detailed sand compositions that evoke the look
+    of finely crafted sand mandalas or sculptures.

flux_dev_masterpiece_sandart_v1.safetensors

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+size 451203184

flux_dev_masterpiece_sandart_v1_000001500.safetensors

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+size 451203184

flux_dev_masterpiece_sandart_v1_000002000.safetensors

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+oid sha256:ee11c310cfa90d49f4ff3e564b3137b5cf9061b1372da68af79ef8111e99e4d7
+size 451203184

flux_dev_masterpiece_sandart_v1_000002500.safetensors

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+oid sha256:851d1885ae2c1ad032842a6206a53b50bf8c31ac832ab6daf5fb49a5359b5e27
+size 451203184