job: extension
config:
  name: andie_lora_flux_1_dev
  process:
  - type: sd_trainer
    training_folder: output
    performance_log_every: 1000
    device: cuda:0
    trigger_word: andie
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
      push_to_hub: false
    hf_repo_id: steveant/andie-lora
    hf_private: true
    datasets:
    - folder_path: ..\images\andie-lora
      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: 3000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      linear_timesteps: true
      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 PROMPTS!'''
      - '[trigger], a woman with red hair, playing chess at the park, bomb going off
        in the background'
      - '[trigger], a woman holding a coffee cup, in a beanie, sitting at a cafe'
      - '[trigger], a woman, is a DJ at a night club, fish eye lens, smoke machine,
        lazer lights, holding a martini'
      - '[trigger], a woman is showing off her cool new t shirt at the beach, a shark
        is jumping out of the water in the background'
      - '[trigger], a woman watching a bear building a log cabin in the snow covered
        mountains'
      - '[trigger], a woman  playing the guitar, on stage, singing a song, laser lights,
        punk rocker'
      - hipster [trigger], a woman wearing overall, building a chair, in a wood shop
      - photo of a [trigger], a woman, white background, medium shot, modeling clothing,
        studio lighting, white backdrop
      - '[trigger], a woman holding a sign that says, ''this is a sign'''
      - '[trigger], a woman, walking a bulldog, in a post apocalyptic world, with
        a shotgun, in a leather jacket, in a desert, with a motorcycle'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: andie_lora_flux_1_dev
  version: '1.0'