---
job: "extension"
config:
  name: "woman_masturbates_pussy61"
  process:
    - type: "ui_trainer"
      training_folder: "/workspace/ai-toolkit/output"
      sqlite_db_path: "./aitk_db.db"
      device: "cuda"
      trigger_word: null
      performance_log_every: 10
      network:
        type: "lora"
        linear: 32
        linear_alpha: 32
        conv: 16
        conv_alpha: 16
        lokr_full_rank: true
        lokr_factor: -1
        network_kwargs:
          ignore_if_contains: []
      save:
        dtype: "bf16"
        save_every: 1000
        max_step_saves_to_keep: 4
        save_format: "diffusers"
        push_to_hub: false
      datasets:
        - folder_path: "/workspace/ai-toolkit/datasets/mastrubate"
          control_path: null
          mask_path: null
          mask_min_value: 0.1
          default_caption: "woman masturbates pussy"
          caption_ext: "txt"
          caption_dropout_rate: 0.05
          cache_latents_to_disk: false
          is_reg: false
          network_weight: 1
          resolution:
            - 512
          controls: []
          shrink_video_to_frames: true
          num_frames: 61
          do_i2v: true
          flip_x: false
          flip_y: false
      train:
        batch_size: 1
        bypass_guidance_embedding: false
        steps: 6000
        gradient_accumulation: 1
        train_unet: true
        train_text_encoder: false
        gradient_checkpointing: true
        noise_scheduler: "flowmatch"
        optimizer: "adamw8bit"
        timestep_type: "weighted"
        content_or_style: "balanced"
        optimizer_params:
          weight_decay: 0.0001
        unload_text_encoder: false
        cache_text_embeddings: false
        lr: 0.0001
        ema_config:
          use_ema: false
          ema_decay: 0.99
        skip_first_sample: false
        disable_sampling: false
        dtype: "bf16"
        diff_output_preservation: false
        diff_output_preservation_multiplier: 1
        diff_output_preservation_class: "person"
        switch_boundary_every: 1
      model:
        name_or_path: "Wan-AI/Wan2.1-I2V-14B-480P-Diffusers"
        quantize: true
        qtype: "qfloat8"
        quantize_te: true
        qtype_te: "qfloat8"
        arch: "wan21_i2v:14b480p"
        low_vram: false
        model_kwargs: {}
      sample:
        sampler: "flowmatch"
        sample_every: 1000
        width: 480
        height: 832
        samples:
          - prompt: "woman masturbates pussy"
            ctrl_img: "/workspace/ai-toolkit/data/images/2299daa0-0169-4f5f-983e-ddabe6ce7e0d.jpg"
          - prompt: "woman masturbates pussy"
            ctrl_img: "/workspace/ai-toolkit/data/images/138493a2-8de1-48a8-b39d-04ca88400406.jpg"
          - prompt: "woman masturbates pussy"
            ctrl_img: "/workspace/ai-toolkit/data/images/1df01eb3-306c-4a45-9e23-09b9f5a8be2a.jpg"
        neg: ""
        seed: 42
        walk_seed: true
        guidance_scale: 4
        sample_steps: 25
        num_frames: 61
        fps: 15
meta:
  name: "[name]"
  version: "1.0"