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config.yaml

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+job: extension
+config:
+  name: vkp1024pic
+  process:
+  - type: sd_trainer
+    training_folder: output
+    performance_log_every: 1000
+    device: cuda:0
+    trigger_word: vkp1024pic
+    network:
+      type: lora
+      linear: 64
+      linear_alpha: 32
+    save:
+      dtype: float16
+      save_every: 1000
+      max_step_saves_to_keep: 500
+      push_to_hub: false
+    datasets:
+    - folder_path: ai-toolkit/config/Handpicked_1024
+      caption_ext: txt
+      caption_dropout_rate: 0.0
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      resolution:
+      - 1024
+    - folder_path: ai-toolkit/config/reg_weight_1024
+      caption_ext: txt
+      is_reg: true
+      caption_dropout_rate: 0.0
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      resolution:
+      - 1024
+    train:
+      reg_weight: 0.2
+      batch_size: 1
+      steps: 40000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      content_or_style: content
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw
+      lr: 0.0001
+      skip_first_sample: 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
+      low_vram: false
+    sample:
+      sampler: flowmatch
+      sample_every: 1000
+      width: 1024
+      height: 1024
+      prompts:
+      - In the style of vkp1024pic. A young man is sitting on a low wall outdoors.
+        He is wearing a light yellow T-shirt and dark pants, with white sneakers that
+        have small red details. He is sitting with one leg up on the wall and the
+        other foot on the ground, with his hands resting on his knee. His head is
+        slightly tilted to the side, and he is looking directly at the camera with
+        a calm face, as if he is relaxed. The sun is setting behind him, creating
+        a soft golden light that makes everything look warm. You can see the bright
+        sky and some green trees in the background. The road beside him has streetlights,
+        and a few cars are parked far away. It looks like he is in a peaceful park
+        with lots of grass and trees around. The sunlight makes a little lens flare
+        in the photo, adding a nice glowing effect.
+      - In the style of vkp1024pic. A full-body studio photo of a young man standing
+        confidently, looking directly at the camera. He is wearing a plain white shirt
+        and dark blue pants, with a brown belt around his waist. His hands are in
+        his pockets, and he stands confidently. The lighting is soft and even, highlighting
+        his face and the details of his outfit without creating any harsh shadows.
+        The background is simple and gray, with no other objects or decorations, making
+        the young man the clear focus of the photo. The overall mood is calm and focused,
+        with the young man appearing ready and composed.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 3.0
+      sample_steps: 30
+meta:
+  name: vkp1024pic
+  version: '1.0'

optimizer.pt

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