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config.yaml

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+job: extension
+config:
+  name: windy_storm
+  process:
+  - type: diffusion_trainer
+    training_folder: /data/app/output
+    sqlite_db_path: /data/app/aitk_db.db
+    device: cuda
+    trigger_word: windy_storm
+    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/windy_storm
+      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: 300
+      width: 512
+      height: 512
+      samples:
+      - prompt: windy storm, woman, dark wavy hair, voluminous texture, almond-shaped
+          eyes, olive skin, subtle freckles, upbeat expression, crisp white cotton
+          shirt, tailored grey blazer, golden hour lighting, blurred urban background,
+          shallow depth of field, 8k, photorealistic.
+      - prompt: windy storm, woman, long dark wavy hair, intense gaze, wearing a black
+          leather biker jacket over a black top, studio lighting, clean white background,
+          sharp focus, high detail, masterpiece, 85mm lens.
+      - prompt: windy storm, woman, agile build, dark curly hair, wearing a glossy
+          green bikini top with matching long gloves and thigh-high boots, black combat
+          boots, standing on an urban rooftop, sunset lighting, full body shot, cinematic
+          mood.
+      - prompt: windy storm, woman, eyes closed, calm expression, dark wavy hair,
+          wearing a metallic silver sleeveless top, minimalist grey background with
+          a circular backlight, soft rim lighting, high-end editorial photography.
+      - prompt: windy storm, woman, hair in two long dark braids, freckles visible,
+          wearing a black high-neck sleeveless latex bodysuit, matching arm sleeves,
+          neutral bright background, centered portrait, symmetrical composition.
+      - prompt: windy storm, woman, profile view looking over shoulder, voluminous
+          dark wavy hair, wearing a cream-colored silk camisole, soft studio lighting
+          with a circular halo effect, elegant mood, skin texture detail, 8k.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 1
+      sample_steps: 8
+      num_frames: 1
+      fps: 1
+meta:
+  name: windy_storm
+  version: '1.0'

pid.txt

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+6543

windy_storm.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9b5f79c012b2ab8690c9f7dc0925da0d7dac4cbc680648dd6ff777c0c023b127
+size 170128280