job: extension
config:
  name: or3g0n_eclipse_flux_lora_v1
  process:
  - type: sd_trainer
    training_folder: output
    performance_log_every: 1000
    device: cuda:0
    trigger_word: or3g0n
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
      push_to_hub: true
    datasets:
    - folder_path: /workspace/DATASET/or4g0n
      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: 4000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      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: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - '[trigger] holding a sign that says ''I LOVE RAVES!'
      - On the dance floor, [trigger] covered in neon body paint, dancing under black
        lights
      - '[trigger] wearing LED glasses, jumping to the beat at the main stage.'
      - At a glow stick workshop, [trigger] crafting bright accessories.
      - In the crowd, [trigger] waving a giant totem with a flashing LED display.
      - '[trigger] wearing a colorful fur coat and holding a sign that says ''RAVE
        ON!'''
      - Near the DJ booth, [trigger] with headphones on, pretending to DJ.
      - '[trigger] spinning poi with neon lights in a circle of ravers.'
      - '[trigger] at the front of the stage, holding a sign that says ''DROP THE
        BASS!'''
      - '[trigger] wearing a hydration backpack, dancing with friends in a sea of
        neon lights.'
      - '[trigger] wearing a holographic outfit, holding a sign that says ''PLUR VIBES
        ONLY!'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: or3g0n
  version: '1.0'