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config (4).yaml

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+job: extension
+config:
+  name: FluxKlein9B_LineworkStyle_V6
+  process:
+  - type: diffusion_trainer
+    training_folder: /workspace/ai-toolkit/output
+    sqlite_db_path: /workspace/ai-toolkit/aitk_db.db
+    device: cuda
+    trigger_word: madeupword_style
+    performance_log_every: 10
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+      lokr_full_rank: true
+      lokr_factor: -1
+      network_kwargs:
+        ignore_if_contains: []
+    save:
+      dtype: bf16
+      save_every: 250
+      max_step_saves_to_keep: 10
+      save_format: safetensors
+      push_to_hub: false
+    datasets:
+    - folder_path: /workspace/ai-toolkit/datasets/fluxkleinds
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: ''
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: true
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 512
+      - 768
+      - 1024
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      flip_x: false
+      flip_y: false
+      num_repeats: 1
+      control_path_1: null
+      control_path_2: null
+      control_path_3: null
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 4000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: weighted
+      content_or_style: style
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      cache_text_embeddings: false
+      lr: 8.0e-05
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      skip_first_sample: false
+      force_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
+      loss_type: mse
+    logging:
+      log_every: 1
+      use_ui_logger: true
+    model:
+      name_or_path: black-forest-labs/FLUX.2-klein-base-9B
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: flux2_klein_9b
+      low_vram: true
+      model_kwargs:
+        match_target_res: false
+      layer_offloading: false
+      layer_offloading_text_encoder_percent: 1
+      layer_offloading_transformer_percent: 1
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      samples:
+      - prompt: madeupword_style, expressive ink linework, confident contour lines,
+          thin-to-medium variable line weight, broad flat color planes, cel-shaded
+          coloring, extreme close-up portrait of a tearful woman, green eyes, glossy
+          red lips
+      - prompt: madeupword_style, expressive ink linework, confident contour lines,
+          thin-to-medium variable line weight, graphic facial construction, broad
+          flat color planes, cel-shaded coloring, warm highlights and cool shadows,
+          selective glossy highlights, preserve composition and lighting
+        ctrl_img_1: /workspace/ai-toolkit/data/images/5d35751e-5fcc-44b4-8dc5-e28ff892b119.jpeg
+      - prompt: madeupword_style, expressive ink linework, confident contour lines,
+          thin-to-medium variable line weight, graphic facial construction, broad
+          flat color planes, cel-shaded coloring, warm highlights and cool shadows,
+          selective glossy highlights, preserve composition and lighting
+        ctrl_img_1: /workspace/ai-toolkit/data/images/7cd9e513-b333-4cf1-b7c7-f557feca4b5e.png
+      - prompt: madeupword_style, expressive ink linework, confident contour lines,
+          thin-to-medium variable line weight, graphic facial construction, broad
+          flat color planes, cel-shaded coloring, warm highlights and cool shadows,
+          selective glossy highlights, preserve composition and lighting
+        ctrl_img_1: /workspace/ai-toolkit/data/images/1e38918a-4531-4fb8-9de2-93ba7628c775.jpeg
+      neg: ''
+      seed: 42
+      walk_seed: false
+      guidance_scale: 4
+      sample_steps: 25
+      num_frames: 1
+      fps: 1
+meta:
+  name: FluxKlein9B_LineworkStyle_V6
+  version: '1.0'