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config.yaml

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+job: extension
+config:
+  name: luca-voss
+  process:
+  - type: diffusion_trainer
+    training_folder: /data/app/output
+    sqlite_db_path: /data/app/aitk_db.db
+    device: cuda
+    trigger_word: luca-voss
+    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: 250
+      max_step_saves_to_keep: 4
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /data/app/datasets/luca_voss
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: ''
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 512
+      - 768
+      - 1024
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      do_i2v: true
+      flip_x: false
+      flip_y: false
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 3000
+      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
+      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
+      do_differential_guidance: true
+      differential_guidance_scale: 3
+    model:
+      name_or_path: Tongyi-MAI/Z-Image-Turbo
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: zimage:turbo
+      low_vram: false
+      model_kwargs: {}
+      layer_offloading: false
+      layer_offloading_text_encoder_percent: 1
+      layer_offloading_transformer_percent: 1
+      assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors
+    sample:
+      sampler: flowmatch
+      sample_every: 500
+      width: 512
+      height: 512
+      samples:
+      - prompt: '[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,
+          dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible
+          skin pores, natural realistic skin texture, strong jawline, high cheekbones,
+          calm confident neutral expression, haute couture runway model, avant-garde
+          designer look, structured shoulder silhouette, tailored couture coat, high
+          fashion styling, runway walk, backstage-ready grooming, glossy-free matte
+          skin, fashion week catwalk, bright runway spotlights, audience bokeh, editorial
+          fashion photography, full-body runway shot, slight low angle, sharp focus,
+          photorealistic, high detail'
+      - prompt: "[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,\
+          \ dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible\
+          \ skin pores, natural realistic skin texture, strong jawline, high cheekbones,\
+          \ calm composed expression, white tie formalwear, black tailcoat (frack),\
+          \ white piqu\xE9 bow tie, crisp white shirt, waistcoat, formal polished\
+          \ fit, elegant evening portrait, classic ballroom ambience, soft warm chandeliers,\
+          \ luxury editorial mood, three-quarter portrait, eye level, sharp details,\
+          \ photorealistic, high detail"
+      - prompt: '[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,
+          dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible
+          skin pores, natural realistic skin texture, strong jawline, high cheekbones,
+          confident lifeguard vibe, red lifeguard shorts, lifeguard whistle, rescue
+          buoy (can), athletic torso, beach sand foreground, ocean background, sunny
+          coastal atmosphere, beachfront lifeguard tower, action-ready stance, lifestyle
+          editorial photography, medium full-body shot, eye level, crisp sharp details,
+          photorealistic, high detail'
+      - prompt: '[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,
+          dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible
+          skin pores, natural realistic skin texture, strong jawline, high cheekbones,
+          cool rebellious neutral expression, 1950s greaser style, white t-shirt,
+          black leather jacket, blue jeans, cigarette-free, vintage Americana street
+          mood, classic car background, urban night street, cinematic moody lighting,
+          film grain look, three-quarter portrait, slight low angle, sharp focus,
+          photorealistic, high detail'
+      - prompt: '[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,
+          dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible
+          skin pores, natural realistic skin texture, strong jawline, high cheekbones,
+          stoic noir expression, futuristic trench coat, high collar, cyberpunk styling,
+          neon city street, rainy ambience in environment (no wet face), holographic
+          signage, volumetric light, atmospheric haze, cinematic cyber-noir mood,
+          dramatic three-quarter lighting, medium shot, eye level, sharp details,
+          photorealistic, high detail'
+      - prompt: '[luca-voss], 20-23-year-old man, Caucasian, athletic lean build,
+          dark brown strictly slicked-back hair, hazel-brown eyes, subtle visible
+          skin pores, natural realistic skin texture, strong jawline, high cheekbones,
+          calm tough expression, cowboy hat, denim shirt, leather vest, belt buckle,
+          western boots, dusty frontier town background, wooden saloon facade, golden
+          sunset ambience, western cinematic portrait, medium full-body shot, slight
+          low angle, sharp details, photorealistic, high detail'
+      - prompt: hipster man with a beard, building a chair, in a wood shop
+      - prompt: a man holding a sign that says, 'this is a sign'
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 1
+      sample_steps: 8
+      num_frames: 1
+      fps: 1
+meta:
+  name: luca-voss
+  version: '1.0'

luca-voss.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:485f6399c91f8cc4064d5b7598afe9de776c675bbc6501f9633f0eda45ba3486
+size 170128272

pid.txt

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+5763