| --- |
| job: "extension" |
| config: |
| name: "fk9r_[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: "lokr" |
| linear: 32 |
| linear_alpha: 32 |
| conv: 16 |
| conv_alpha: 16 |
| lokr_full_rank: true |
| lokr_factor: 4 |
| network_kwargs: |
| ignore_if_contains: [] |
| save: |
| dtype: "bf16" |
| save_every: 100 |
| max_step_saves_to_keep: 12 |
| 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 |
| 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: 1000 |
| 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: false |
| cache_text_embeddings: false |
| lr: 0.0001 |
| ema_config: |
| use_ema: false |
| ema_decay: 0.99 |
| skip_first_sample: true |
| force_first_sample: false |
| disable_sampling: false |
| 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 |
| logging: |
| log_every: 1 |
| use_ui_logger: true |
| model: |
| name_or_path: "black-forest-labs/FLUX.2-klein-base-9B" |
| quantize: true |
| qtype: "qfloat8" |
| quantize_te: true |
| qtype_te: "qfloat8" |
| arch: "flux2_klein_9b" |
| low_vram: true |
| 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: 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 womman 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: 4 |
| sample_steps: 25 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: "[name]" |
| version: "1.0" |
|
|
