job: extension
config:
  name: amul_mascot_girl_flux_lora_v1_fp16
  process:
  - type: sd_trainer
    training_folder: output/amul_mascot_girl
    performance_log_every: 1000
    device: cuda:0
    log_dir: ../logs
    trigger_word: amul girl
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
      push_to_hub: true
    hf_repo_id: sanjay7178/amul_mascot_girl_flux_lora_v1_fp16
    datasets:
    - folder_path: /home/ubuntu/amul/dataset2/amul_data
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: false
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
      - 2048
    train:
      batch_size: 30
      steps: 500
      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:
      - amul girl - M. Karunanidhi eminant DMK leader, writer and Amul Butter.
      - amul girl - When helmets were made compulsory in Bombay
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
    logging:
      log_every: 10
      use_wandb: true
      verbose: false
meta:
  name: '[amul_mascot_girl_flux_lora_v1_fp16]'
  version: '1.0'