| --- | |
| job: "extension" | |
| config: | |
| name: "wan_style_impressionism_v1" | |
| process: | |
| - type: "diffusion_trainer" | |
| training_folder: "c:\\Development\\ai-toolkit\\output" | |
| sqlite_db_path: "./aitk_db.db" | |
| device: "cuda" | |
| trigger_word: "impressionism painting" | |
| performance_log_every: 10 | |
| network: | |
| type: "lora" | |
| linear: 32 | |
| linear_alpha: 32 | |
| conv: 16 | |
| conv_alpha: 16 | |
| lokr_full_rank: true | |
| lokr_factor: -1 | |
| network_kwargs: | |
| ignore_if_contains: [] | |
| save: | |
| dtype: "bf16" | |
| save_every: 500 | |
| max_step_saves_to_keep: 8 | |
| save_format: "diffusers" | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: "c:\\Development\\ai-toolkit\\datasets/impressionism" | |
| control_path: null | |
| mask_path: null | |
| mask_min_value: 0.1 | |
| default_caption: "impressionism painting" | |
| caption_ext: "txt" | |
| caption_dropout_rate: 0.05 | |
| cache_latents_to_disk: false | |
| is_reg: false | |
| network_weight: 1 | |
| resolution: | |
| - 512 | |
| controls: [] | |
| shrink_video_to_frames: true | |
| num_frames: 1 | |
| do_i2v: true | |
| flip_x: false | |
| flip_y: false | |
| train: | |
| batch_size: 1 | |
| bypass_guidance_embedding: false | |
| steps: 3500 | |
| gradient_accumulation: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: "flowmatch" | |
| optimizer: "adamw8bit" | |
| timestep_type: "sigmoid" | |
| content_or_style: "balanced" | |
| optimizer_params: | |
| weight_decay: 0.0001 | |
| unload_text_encoder: false | |
| cache_text_embeddings: false | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: false | |
| ema_decay: 0.99 | |
| skip_first_sample: true | |
| disable_sampling: false | |
| dtype: "bf16" | |
| diff_output_preservation: false | |
| diff_output_preservation_multiplier: 1 | |
| diff_output_preservation_class: "person" | |
| switch_boundary_every: 1 | |
| model: | |
| name_or_path: "Wan-AI/Wan2.1-T2V-14B-Diffusers" | |
| quantize: true | |
| qtype: "qfloat8" | |
| quantize_te: true | |
| qtype_te: "qfloat8" | |
| arch: "wan21:14b" | |
| low_vram: true | |
| model_kwargs: {} | |
| sample: | |
| sampler: "flowmatch" | |
| sample_every: 500 | |
| width: 512 | |
| height: 512 | |
| samples: | |
| - prompt: "impressionism painting, woman with red hair, playing chess at the park" | |
| - prompt: "impressionism painting, a woman holding a coffee cup, in a beanie, sitting at a cafe and showing her pussy lips" | |
| - prompt: "impressionism painting, a woman showing off her pussy at the beach, a shark is jumping out of the water in the background" | |
| - prompt: "impressionism painting, woman playing on stage, laser lights, punk rocker" | |
| - prompt: "impressionism painting photo of a woman , white background, medium shot, modeling clothing, studio lighting, white backdrop" | |
| - prompt: "impressionism painting, a lamborghini on the street" | |
| neg: "" | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 25 | |
| num_frames: 1 | |
| fps: 1 | |
| meta: | |
| name: "[name]" | |
| version: "1.0" | |