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niram_z-image_lokr_v2/config.yaml

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+job: extension
+config:
+  name: niram_z-image_lokr_v2
+  process:
+  - type: diffusion_trainer
+    training_folder: /root/output_lora_z-image_ostris
+    performance_log_every: 500
+    device: cuda:0
+    trigger_word: ohwx woman
+    network:
+      type: lokr
+      lokr_full_rank: true
+      lokr_factor: 8
+    save:
+      dtype: bfloat16
+      save_every: 250
+      max_step_saves_to_keep: 30
+    datasets:
+    - folder_path: /root/dataset
+      caption_ext: txt
+      caption_dropout_rate: 0
+      shuffle_tokens: false
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      cache_text_embeddings: false
+      unload_text_encoder: true
+      steps: 6000
+      gradient_accumulation: 1
+      timestep_type: sigmoid
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: false
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      skip_first_sample: true
+      disable_sampling: false
+      dtype: bfloat16
+      do_differential_guidance: true
+      differential_guidance_scale: 3
+    model:
+      name_or_path: /root/Z-Image
+      arch: zimage:turbo
+      quantize: false
+      quantize_te: false
+      low_vram: false
+      assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1280
+      height: 1280
+      samples:
+      - prompt: amateur (photos taken in 2010s), medium-shot, wearing nothing on torso,
+          sweaty ohwx woman  dancing energetically at a concert in the noon. ,ohwx
+          woman wearing no makeup
+      - prompt: 'Subject: ohwx woman wearing nothing but a transparent clear plastic
+          apron stained with red (paint/blood mimicry). Action/Pose: Standing in a
+          tiled industrial kitchen / cold room. She is leaning forward over a metal
+          table, hands gripping the edge, looking aggressively into the lens. Aesthetics:
+          Clinical, cold lighting mixed with a harsh warm flash. The plastic apron
+          reflects the light blindingly. The tiles behind her are cracked and dirty.
+          Mood: Primal, visceral, slightly disturbing, aggressive sexuality, ''meat
+          market'' metaphor. Tech Specs: Disposable camera aesthetic, cool color temperature,
+          harsh highlights, high definition on textures.'
+      - prompt: an overhead close-up photo of a face of ohwx woman in a seedy toilet.
+          She is nude, covering her bare tits using her hands, looking at camera above
+          sultrily while sticking out tongue. 35mm film grain, Terry Richardson-style
+          photography, erotic vibes.
+      - prompt: a high-quality, medium-shot, maternity, wearing nothing on torso,
+          boudoir photoshoot of ohwx woman in nature. She is curvy. She is looking
+          at the camera.
+      seed: 5104323
+      walk_seed: true
+      guidance_scale: 1
+      sample_steps: 10
+meta:
+  name: niram_z-image_lokr_v2
+  version: '1.0'

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