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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/1734403794368__000001500_0.jpg
+    text: wounded centaur, mythical creature soft shingles roof, grainy, wide view,
+        sunset
+-   output:
+        url: samples/1734403819271__000001500_1.jpg
+    text: ruins of athens, snake soft shingles roof, grainy, wide view, sunset
+-   output:
+        url: samples/1734403844211__000001500_2.jpg
+    text: silver vampire sword soft shingles roof, grainy, wide view, sunset
+base_model: black-forest-labs/FLUX.1-dev
+trigger: "soft shingles roof, grainy, wide view, sunset"
+instance_prompt: "soft shingles roof, grainy, wide view, sunset"
+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
+---
+# Roofing
+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 `mylife048`.
+<Gallery />
+## Trigger words
+You should use `soft shingles roof, grainy, wide view, sunset` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/mylife048_Roofing/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).
+

Roofing.safetensors

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+oid sha256:ad22bdfdad7d6112eefd6b68b14a94af35ca06180ef24fe987407f17a3c712a0
+size 451202776

Roofing_000000500.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e181b6eaec13c56b6de9035257b3851fbeb25b1ce43616eb6fbca71dbb2e4c08
+size 451202776

Roofing_000001000.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:60768b3a5b1832e177bab8019870c4806d73cd5d0b234bfd485c431bb213003d
+size 451202776

config.yaml

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+config:
+  name: Roofing
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/Roofing/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:
+      guidance_scale: 3.5
+      height: 1024
+      neg: ''
+      prompts:
+      - wounded centaur, mythical creature [trigger]
+      - ruins of athens, snake [trigger]
+      - silver vampire sword [trigger]
+      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: 1500
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: soft shingles roof, grainy, wide view, sunset
+    type: sd_trainer
+job: extension
+meta:
+  description: ''