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ampp/How2Draw-V3/How2Draw-V3.safetensors

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ampp/How2Draw-V3/config.yaml

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+config:
+  name: How2Draw-V3
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/How2Draw-V3/dataset
+      resolution:
+      - 512
+      - 768
+      - 1024
+      shuffle_tokens: false
+      token_dropout_rate: 0.01
+    device: cuda:0
+    model:
+      is_flux: true
+      name_or_path: black-forest-labs/FLUX.1-dev
+      quantize: true
+      text_encoder_bits: 8
+    network:
+      linear: 42
+      linear_alpha: 42
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      height: 1024
+      neg: ''
+      prompts:
+      - Step-by-step Instructions on how to draw a centaur, mythical creature [trigger]
+      - Step-by-step Instructions on how to draw a ruins of athens, snake [trigger]
+      - Step-by-step Instructions on how to draw a silver vampire sword [trigger]
+      - Step-by-step Instructions on how to draw a [trigger] a woman riding a dragon
+      - Step-by-step Instructions on how to draw a [trigger] an epic battle between
+        men and beasts
+      - Step-by-step Instructions on how to draw a [trigger] chaotic cinemtic scene
+        with objects floating in space
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 42
+      walk_seed: true
+      width: 1024
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 3
+      save_every: 500
+      save_format: diffusers
+    train:
+      batch_size: 1
+      dtype: bf16
+      ema_config:
+        ema_decay: 0.99
+        use_ema: true
+      gradient_accumulation_steps: 1
+      gradient_checkpointing: true
+      linear_timesteps: true
+      loss_type: mse
+      lr: 1.0
+      noise_scheduler: flowmatch
+      optimizer: prodigy
+      reg_weight: 1.0
+      steps: 3000
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: How2Draw
+    type: sd_trainer
+job: extension
+meta:
+  description: <3 you