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Dark_Industrial.safetensors

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Dark_Industrial_000002000.safetensors

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Dark_Industrial_000002500.safetensors

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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/1737660044486__000003000_0.jpg
+    text: IndustrialC0re. A giant dark underground industrial spacious rounded location
+        composed of concrete and rusted steel, filled with water with a smooth reflective
+        surface and a slight haze.
+-   output:
+        url: samples/1737660068773__000003000_1.jpg
+    text: IndustrialC0re. In this dark location, corridors, walls, openings, floor
+        and ceiling are built only of thick rusty expanded metal mesh and rusty steel
+        angles. Behind expanded metal meshes a multilayer structure of the location
+        is visible. Through the openings, rusty columns and the meshes of another
+        floor are visible. Rare dim industrial lamps could be seen on the walls.
+-   output:
+        url: samples/1737660093136__000003000_2.jpg
+    text: IndustrialC0re. Living room with sofa and TV, but is underground and has
+        a industrial feel. Bent rusty steel iron, peeling crumbling concrete walls,
+        industrial trash, darkness, very dim industrial lamp, bent rebar is embedded
+        in the walls. Photo.
+-   output:
+        url: samples/1737660117492__000003000_3.jpg
+    text: 'IndustrialC0re, IMG_1025.HEIC RAW photograph: sewer tunnel with water,
+        rebar sticking out of the walls.'
+-   output:
+        url: samples/1737660141784__000003000_4.jpg
+    text: IndustrialC0re. Photo of a statue of a man made only of bent rusty steel
+        rebar. It's dark.
+-   output:
+        url: samples/1737660166015__000003000_5.jpg
+    text: New Year's tree in an empty apartment, garlands, photo.
+base_model: black-forest-labs/FLUX.1-dev
+trigger: "IndustrialC0re"
+instance_prompt: "IndustrialC0re"
+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
+---
+# Dark_Industrial
+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 `001`.
+<Gallery />
+## Trigger words
+You should use `IndustrialC0re` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/001_Dark_Industrial/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: Dark_Industrial
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/Dark_Industrial/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: 64
+      linear_alpha: 64
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      guidance_scale: 3.5
+      height: 896
+      neg: ''
+      prompts:
+      - '[trigger]. A giant dark underground industrial spacious rounded location
+        composed of concrete and rusted steel, filled with water with a smooth reflective
+        surface and a slight haze.'
+      - '[trigger]. In this dark location, corridors, walls, openings, floor and ceiling
+        are built only of thick rusty expanded metal mesh and rusty steel angles.
+        Behind expanded metal meshes a multilayer structure of the location is visible.
+        Through the openings, rusty columns and the meshes of another floor are visible.
+        Rare dim industrial lamps could be seen on the walls.'
+      - '[trigger]. Living room with sofa and TV, but is underground and has a industrial
+        feel. Bent rusty steel iron, peeling crumbling concrete walls, industrial
+        trash, darkness, very dim industrial lamp, bent rebar is embedded in the walls.
+        Photo.'
+      - '[trigger], IMG_1025.HEIC RAW photograph: sewer tunnel with water, rebar sticking
+        out of the walls.'
+      - '[trigger]. Photo of a statue of a man made only of bent rusty steel rebar.
+        It''s dark.'
+      - New Year's tree in an empty apartment, garlands, photo.
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 1000
+      walk_seed: true
+      width: 1152
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 3
+      save_every: 500
+      save_format: diffusers
+    train:
+      batch_size: 2
+      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: 0.0003
+      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: IndustrialC0re
+    type: sd_trainer
+job: extension
+meta:
+  description: v1