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---
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job: "extension"
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config:
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name: "wan_asmongold_v1"
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process:
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- type: "diffusion_trainer"
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training_folder: "c:\\Development\\ai-toolkit\\output"
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sqlite_db_path: "./aitk_db.db"
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device: "cuda"
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trigger_word: "sks man"
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performance_log_every: 10
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network:
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type: "lora"
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linear: 32
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linear_alpha: 32
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conv: 16
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conv_alpha: 16
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lokr_full_rank: true
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lokr_factor: -1
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network_kwargs:
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ignore_if_contains: []
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save:
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dtype: "bf16"
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save_every: 500
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max_step_saves_to_keep: 8
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save_format: "diffusers"
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push_to_hub: false
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datasets:
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- folder_path: "c:\\Development\\ai-toolkit\\datasets/asmongold"
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control_path: null
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mask_path: null
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mask_min_value: 0.1
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default_caption: "photo of a man"
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caption_ext: "txt"
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caption_dropout_rate: 0.05
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cache_latents_to_disk: false
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is_reg: false
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network_weight: 1
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resolution:
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- 512
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controls: []
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shrink_video_to_frames: true
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num_frames: 1
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do_i2v: true
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flip_x: false
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flip_y: false
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train:
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batch_size: 1
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bypass_guidance_embedding: false
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steps: 2500
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gradient_accumulation: 1
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train_unet: true
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train_text_encoder: false
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gradient_checkpointing: true
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noise_scheduler: "flowmatch"
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optimizer: "adamw8bit"
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timestep_type: "sigmoid"
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content_or_style: "balanced"
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optimizer_params:
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weight_decay: 0.0001
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unload_text_encoder: true
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cache_text_embeddings: false
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lr: 0.0001
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ema_config:
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use_ema: false
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ema_decay: 0.99
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skip_first_sample: true
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disable_sampling: true
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dtype: "bf16"
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diff_output_preservation: false
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diff_output_preservation_multiplier: 1
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diff_output_preservation_class: "person"
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switch_boundary_every: 1
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model:
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name_or_path: "Wan-AI/Wan2.1-T2V-14B-Diffusers"
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quantize: true
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qtype: "qfloat8"
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quantize_te: true
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qtype_te: "qfloat8"
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arch: "wan21:14b"
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low_vram: true
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model_kwargs: {}
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sample:
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sampler: "flowmatch"
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sample_every: 500
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width: 512
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height: 512
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samples:
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- prompt: "man with red hair, playing chess at the park, bomb going off in the background"
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- prompt: "a man holding a coffee cup, in a beanie, sitting at a cafe"
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- prompt: "a man showing off his cool new t shirt at the beach, a shark is jumping out of the water in the background"
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- prompt: "man playing the guitar, on stage, singing a song, laser lights, punk rocker"
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- prompt: "photo of a man , white background, medium shot, modeling clothing, studio lighting, white backdrop"
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neg: ""
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seed: 42
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walk_seed: true
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guidance_scale: 4
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sample_steps: 25
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num_frames: 1
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fps: 1
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