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run-a/config.yaml

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+# Style LoRA on FLUX.2 klein 9B Base — mirrors the official BFL reference config
+# (network 128/64/64/32, lr 9.5e-5, adamw8bit wd 1.5e-4, 3000 steps, save_every 150,
+#  timestep_type shift, content_or_style balanced, multi-resolution 256..1536).
+job: extension
+config:
+  name: klein9b_style
+  process:
+    - type: sd_trainer
+      training_folder: /workspace/out
+      device: cuda:0
+      trigger_word: MGBK_STYLE
+      network:
+        type: lora
+        linear: 128
+        linear_alpha: 64
+        conv: 64
+        conv_alpha: 32
+      save:
+        dtype: bf16
+        save_every: 150
+        max_step_saves_to_keep: 25
+        push_to_hub: false
+      datasets:
+        - folder_path: /workspace/dataset
+          caption_ext: txt
+          caption_dropout_rate: 0.0
+          shuffle_tokens: false
+          cache_latents_to_disk: true
+          resolution: [256, 512, 768, 1024, 1280, 1536]
+      train:
+        batch_size: 1
+        steps: 3000
+        gradient_accumulation: 1
+        train_unet: true
+        train_text_encoder: false
+        gradient_checkpointing: true
+        noise_scheduler: flowmatch
+        timestep_type: shift
+        content_or_style: balanced
+        optimizer: adamw8bit
+        optimizer_params:
+          weight_decay: 0.00015
+        lr: 0.000095
+        dtype: bf16
+      model:
+        name_or_path: /workspace/models/klein9b
+        arch: flux2_klein_9b
+        quantize: false
+        quantize_te: false
+      sample:
+        sampler: flowmatch
+        sample_every: 150
+        width: 1024
+        height: 1024
+        guidance_scale: 4
+        sample_steps: 8
+        walk_seed: false
+        seed: 42
+        prompts:
+          # held-out prompts: none of these subjects appear in the training set
+          - "MGBK_STYLE a boy and a turtle sharing an umbrella on a rainy pier"
+          - "MGBK_STYLE a girl baking cookies with a clumsy bear in a sunny kitchen"
+          - "MGBK_STYLE a lighthouse on a cliff at dusk, seagulls circling, no people"
+          - "MGBK_STYLE a boy riding a scooter through a market street full of balloons"
+meta:
+  name: "[name]"
+  version: '1.0'

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