| | --- |
| | job: "extension" |
| | config: |
| | name: "zimage_[dataset_name]_v1" |
| | process: |
| | - type: "diffusion_trainer" |
| | training_folder: "c:\\Development\\ai-toolkit\\output" |
| | sqlite_db_path: "./aitk_db.db" |
| | device: "cuda" |
| | trigger_word: "sks woman" |
| | 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: 2500 |
| | max_step_saves_to_keep: 8 |
| | save_format: "diffusers" |
| | push_to_hub: false |
| | datasets: |
| | - folder_path: "c:\\Development\\ai-toolkit\\datasets/[dataset_name]" |
| | mask_path: null |
| | mask_min_value: 0.1 |
| | default_caption: "photo of a woman" |
| | 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: 2500 |
| | gradient_accumulation: 1 |
| | train_unet: true |
| | train_text_encoder: false |
| | gradient_checkpointing: true |
| | noise_scheduler: "flowmatch" |
| | optimizer: "adamw8bit" |
| | timestep_type: "weighted" |
| | content_or_style: "balanced" |
| | optimizer_params: |
| | weight_decay: 0.0001 |
| | unload_text_encoder: true |
| | cache_text_embeddings: false |
| | lr: 0.0001 |
| | 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" |
| | do_differential_guidance: true |
| | differential_guidance_scale: 3 |
| | model: |
| | name_or_path: "Tongyi-MAI/Z-Image-Turbo" |
| | quantize: true |
| | qtype: "qfloat8" |
| | quantize_te: true |
| | qtype_te: "qfloat8" |
| | arch: "zimage:turbo" |
| | low_vram: true |
| | model_kwargs: {} |
| | layer_offloading: false |
| | layer_offloading_text_encoder_percent: 1 |
| | layer_offloading_transformer_percent: 1 |
| | assistant_lora_path: "ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v1.safetensors" |
| | sample: |
| | sampler: "flowmatch" |
| | sample_every: 2500 |
| | width: 512 |
| | height: 512 |
| | 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 woman showing off her cool new t shirt at the beach, a shark is jumping out of the water in the background" |
| | - prompt: "woman playing the guitar, on stage, singing a song, laser lights, punk rocker" |
| | - prompt: "photo of a woman, white background, medium shot, modeling clothing, studio lighting, white backdrop" |
| | neg: "" |
| | seed: 42 |
| | walk_seed: true |
| | guidance_scale: 1 |
| | sample_steps: 8 |
| | num_frames: 1 |
| | fps: 1 |
| | meta: |
| | name: "[name]" |
| | version: "1.0" |
| |
|
