config layer 7/20

---
job: "extension"
config:
  name: "CHANGE THE NAME"
  process:
    - type: "ui_trainer"
      training_folder: "CHANGE PATH TO output FOLDER Example: /???/???/???/???/ai-toolkit/output"
      sqlite_db_path: "./aitk_db.db"
      device: "cuda"
      trigger_word: null
      performance_log_every: 10
      network:
        type: "lora"
        linear: 128
        linear_alpha: 128
        conv: 16
        conv_alpha: 16
        lokr_full_rank: true
        lokr_factor: -1
        network_kwargs:
          only_if_contains:
            - "transformer.single_transformer_blocks.7.proj_out"
            - "transformer.single_transformer_blocks.20.proj_out"
      save:
        dtype: "bf16"
        save_every: 100
        max_step_saves_to_keep: 25
        save_format: "diffusers"
        push_to_hub: false
      datasets: []
      train:
        batch_size: 1
        bypass_guidance_embedding: false
        steps: 2500
        gradient_accumulation: 1
        train_unet: true
        train_text_encoder: false
        gradient_checkpointing: true
        noise_scheduler: "flowmatch"
        optimizer: "adamw8bit"
        timestep_type: "sigmoid"
        content_or_style: "balanced"
        optimizer_params:
          weight_decay: 0.0001
        unload_text_encoder: false
        lr: 0.0005
        ema_config:
          use_ema: true
          ema_decay: 0.99
        dtype: "bf16"
        diff_output_preservation: false
        diff_output_preservation_multiplier: 1
        diff_output_preservation_class: "person"
      model:
        name_or_path: "black-forest-labs/FLUX.1-dev"
        quantize: true
        quantize_te: true
        arch: "flux"
        low_vram: true
        model_kwargs: {}
      sample:
        sampler: "flowmatch"
        sample_every: 100
        width: 1024
        height: 1024
        prompts:
          - " woman wearing glasses playing chess at the park,"
          - " woman holding a coffee cup, in a beanie, sitting at a cafe"
        neg: ""
        seed: 57857
        walk_seed: true
        guidance_scale: 4
        sample_steps: 20
        num_frames: 1
        fps: 1
meta:
  name: "[name]"
  version: "1.0"