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config.yaml

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+job: extension
+config:
+  name: sambitv2_wan21_14b_lora_v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    trigger_word: ''
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+      push_to_hub: false
+    datasets:
+    - folder_path: /root/.cache/huggingface/hub/datasets--sam2ai--sam_ai_sd/snapshots/bf7aa55bc939007e4fb74058fa3603d680f1c338
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 632
+    train:
+      batch_size: 1
+      steps: 3000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      timestep_type: sigmoid
+      optimizer: adamw8bit
+      lr: 0.0001
+      optimizer_params:
+        weight_decay: 0.0001
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+      unload_text_encoder: true
+    model:
+      name_or_path: Wan-AI/Wan2.1-T2V-14B-Diffusers
+      arch: wan21
+      quantize: true
+      quantize_te: true
+      low_vram: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 832
+      height: 480
+      num_frames: 40
+      fps: 15
+      prompts:
+      - '[trigger] in a red robe and a red hat, on stage, singing a song, laser lights,
+        punk rocker'
+      - '[trigger] playing the guitar, on stage, singing a song, laser lights, punk
+        rocker'
+      - '[trigger] in neon face paint, surrounded by fog, jumping off an amp, chaotic
+        punk rock energy, crowd surfing'
+      - '[trigger] on an underground club stage, graffiti-covered walls, performing
+        a fast punk rock song, flashing lights'
+      - '[trigger] on a rooftop stage at night, city skyline in the background, performing
+        a rebellious punk anthem'
+      - '[trigger] inside a packed venue with mohawks and piercings in the crowd,
+        energetic punk rock performance'
+      - '[trigger] in a medieval punk mashup, armored guitar, fiery torches around
+        the stage, fusion of old and new'
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 5
+      sample_steps: 30
+meta:
+  name: sambitv2_wan21_14b_lora_v1
+  version: '1.0'

optimizer.pt

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