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luba_l16_a16_bs1_grad-accum2_lr0005_adamw8bit_1250steps/config.yaml

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+job: extension
+config:
+  name: luba_aitk_16l_16a_2bs_0005lr_adamw8bit_1250steps
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    trigger_word: TOK
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 1000
+      push_to_hub: false
+    datasets:
+    - folder_path: /workspace/ai-toolkit/datasets/luba
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+    train:
+      batch_size: 1
+      steps: 1250
+      gradient_accumulation_steps: 2
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0005
+      lr_scheduler: cosine_with_restarts
+      skip_first_sample: true
+      disable_sampling: true
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: black-forest-labs/FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 200
+      width: 1024
+      height: 1024
+      prompts:
+      - Portrait of a TOK woman, front-facing, head perfectly centered, solid white
+        background
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 35
+meta:
+  name: luba_aitk_16l_16a_2bs_0005lr_adamw8bit_1250steps
+  version: '1.0'

luba_l16_a16_bs1_grad-accum2_lr0005_adamw8bit_1250steps/luba_l16_a16_bs1_grad-accum2_lr0005_adamw8bit_1250steps.safetensors

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