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config/Flux2shift_config.yaml

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+job: "extension"
+config:
+  name: "Flux2Def"
+  process:
+    - type: "diffusion_trainer"
+      training_folder: "/app/ai-toolkit/output"
+      sqlite_db_path: "./aitk_db.db"
+      device: "cuda"
+      trigger_word: null
+      performance_log_every: 10
+      network:
+        type: "lora"
+        linear: 128
+        linear_alpha: 64
+        conv: 64
+        conv_alpha: 32
+        lokr_full_rank: true
+        lokr_factor: -1
+        network_kwargs:
+          ignore_if_contains: []
+      save:
+        dtype: "bf16"
+        save_every: 250
+        max_step_saves_to_keep: 25
+        save_format: "diffusers"
+        push_to_hub: false
+      datasets:
+        - folder_path: "/app/ai-toolkit/datasets/fluxy"
+          mask_path: null
+          mask_min_value: 0.1
+          default_caption: ""
+          caption_ext: "txt"
+          caption_dropout_rate: 0.05
+          cache_latents_to_disk: false
+          is_reg: false
+          network_weight: 1
+          resolution:
+            - 768
+            - 1024
+            - 512
+            - 1280
+            - 1328
+            - 1536
+          controls: []
+          shrink_video_to_frames: true
+          num_frames: 1
+          flip_x: false
+          flip_y: false
+          num_repeats: 1
+          control_path_1: null
+          control_path_2: null
+          control_path_3: null
+      train:
+        batch_size: 1
+        bypass_guidance_embedding: false
+        steps: 5000
+        gradient_accumulation: 1
+        train_unet: true
+        train_text_encoder: false
+        gradient_checkpointing: true
+        noise_scheduler: "flowmatch"
+        optimizer: "adamw8bit"
+        timestep_type: "shift"
+        content_or_style: "balanced"
+        optimizer_params:
+          weight_decay: 0.00015
+        unload_text_encoder: false
+        cache_text_embeddings: false
+        lr: 0.000095
+        ema_config:
+          use_ema: false
+          ema_decay: 0.99
+        skip_first_sample: false
+        force_first_sample: false
+        disable_sampling: true
+        dtype: "bf16"
+        diff_output_preservation: false
+        diff_output_preservation_multiplier: 1
+        diff_output_preservation_class: "person"
+        switch_boundary_every: 1
+        loss_type: "mse"
+      logging:
+        log_every: 1
+        use_ui_logger: true
+      model:
+        name_or_path: "black-forest-labs/FLUX.2-klein-base-9B"
+        quantize: false
+        qtype: "qfloat8"
+        quantize_te: false
+        qtype_te: "qfloat8"
+        arch: "flux2_klein_9b"
+        low_vram: false
+        model_kwargs:
+          match_target_res: false
+          layer_offloading: false
+          layer_offloading_text_encoder_percent: 1
+          layer_offloading_transformer_percent: 1
+      sample:
+        sampler: "flowmatch"
+        sample_every: 250
+        width: 1024
+        height: 1024
+        samples:
+          - prompt: "woman with red hair, playing chess at the park, bomb going off in the background"
+          - prompt: "a woman holding a coffee cup, in a beanie, sitting at a cafe"
+          - prompt: "a horse is a DJ at a night club, fish eye lens, smoke machine, lazer lights, holding a martini"
+          - prompt: "a man showing off his cool new t shirt at the beach, a shark is jumping out of the water in the background"
+          - prompt: "a bear building a log cabin in the snow covered mountains"
+          - prompt: "woman playing the guitar, on stage, singing a song, laser lights, punk rocker"
+          - prompt: "hipster man with a beard, building a chair, in a wood shop"
+          - prompt: "photo of a man, white background, medium shot, modeling clothing, studio lighting, white backdrop"
+          - prompt: "a man holding a sign that says, 'this is a sign'"
+          - prompt: "a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket, in a desert, with a motorcycle"
+        neg: ""
+        seed: 42
+        walk_seed: true
+        guidance_scale: 4
+        sample_steps: 30
+        num_frames: 1
+        fps: 1
+meta:
+  name: "[name]"
+  version: "1.0"