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config.yaml

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+job: extension
+config:
+  name: flux.1_lora_flyway_Epic-Characters_v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 500
+      max_step_saves_to_keep: 5
+    datasets:
+    - folder_path: /root/ai-toolkit/train-data/Epic-Characters
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 16000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: /root/autodl-tmp/FLUX.1-dev
+      is_flux: true
+      quantize: true
+      low_vram: true
+    sample:
+      sampler: flowmatch
+      sample_every: 500
+      width: 1024
+      height: 1024
+      prompts:
+      - A man standing on a cliff with a great sword raised high, and many people
+        are rushing up at the bottom of the hill.
+      - A woman with the face of an alien, wearing an elaborate helmet.
+      - A statue with a human-like face, hidden in a cliff wall.
+      - On the flat ground floats a huge stone statue of a man, surrounded by a circle
+        of men in red robes.
+      - A warrior is talking to a monster, the monster is huge, the warrior looks
+        tiny
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: flux.1_lora_flyway_Epic-Characters_v1
+  version: '1.0'

flux.1_lora_flyway_Epic-Characters_v1_000003000.safetensors

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+size 171969400

flux.1_lora_flyway_Epic-Characters_v1_000004000.safetensors

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+size 171969400

optimizer.pt

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+size 173272836