| job: extension | |
| config: | |
| name: Lauma_wan_2_2_14B_lora | |
| process: | |
| - type: ui_trainer | |
| training_folder: /home/featurize/ai-toolkit/output | |
| sqlite_db_path: /home/featurize/ai-toolkit/aitk_db.db | |
| device: cuda | |
| trigger_word: null | |
| 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: 250 | |
| max_step_saves_to_keep: 4000 | |
| save_format: diffusers | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: /home/featurize/ai-toolkit/datasets/Lauma_images_captioned | |
| control_path: null | |
| 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: | |
| - 512 | |
| controls: [] | |
| shrink_video_to_frames: true | |
| num_frames: 1 | |
| do_i2v: true | |
| flip_x: false | |
| flip_y: false | |
| - folder_path: /home/featurize/ai-toolkit/datasets/Lauma_videos_captioned | |
| control_path: null | |
| 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: | |
| - 512 | |
| controls: [] | |
| shrink_video_to_frames: true | |
| num_frames: 16 | |
| do_i2v: true | |
| flip_x: false | |
| flip_y: false | |
| train: | |
| batch_size: 1 | |
| bypass_guidance_embedding: false | |
| steps: 30000 | |
| gradient_accumulation: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| timestep_type: linear | |
| content_or_style: balanced | |
| optimizer_params: | |
| weight_decay: 0.0001 | |
| unload_text_encoder: false | |
| cache_text_embeddings: true | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: false | |
| ema_decay: 0.99 | |
| skip_first_sample: true | |
| disable_sampling: true | |
| dtype: bf16 | |
| diff_output_preservation: false | |
| diff_output_preservation_multiplier: 1 | |
| diff_output_preservation_class: person | |
| switch_boundary_every: 1 | |
| model: | |
| name_or_path: /home/featurize/download/Wan2.2-T2V-A14B-Diffusers-bf16 | |
| quantize: true | |
| qtype: uint4|ostris/accuracy_recovery_adapters/wan22_14b_t2i_torchao_uint4.safetensors | |
| quantize_te: true | |
| qtype_te: qfloat8 | |
| arch: wan22_14b:t2v | |
| low_vram: true | |
| model_kwargs: | |
| train_high_noise: true | |
| train_low_noise: true | |
| 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: 25 | |
| num_frames: 41 | |
| fps: 16 | |
| meta: | |
| name: Lauma_wan_2_2_14B_lora | |
| version: '1.0' | |