| job: extension |
| config: |
| name: Geometric_Abstract_Animation |
| process: |
| - type: diffusion_trainer |
| training_folder: /app/ai-toolkit/output |
| sqlite_db_path: ./aitk_db.db |
| device: cuda |
| trigger_word: Geometric_Abstract_Animation_Style |
| 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: 4 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /app/ai-toolkit/datasets/geometric_abstract_animation |
| 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 |
| - 768 |
| - 1024 |
| controls: [] |
| shrink_video_to_frames: true |
| num_frames: 1 |
| flip_x: false |
| flip_y: false |
| num_repeats: 1 |
| train: |
| batch_size: 1 |
| bypass_guidance_embedding: false |
| steps: 3000 |
| 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: false |
| force_first_sample: false |
| disable_sampling: false |
| dtype: bf16 |
| diff_output_preservation: true |
| diff_output_preservation_multiplier: 1 |
| diff_output_preservation_class: image |
| switch_boundary_every: 1 |
| loss_type: mse |
| logging: |
| log_every: 1 |
| use_ui_logger: true |
| model: |
| name_or_path: black-forest-labs/FLUX.2-dev |
| quantize: true |
| qtype: qfloat8 |
| quantize_te: true |
| qtype_te: qfloat8 |
| arch: flux2 |
| low_vram: true |
| model_kwargs: |
| match_target_res: true |
| layer_offloading: false |
| layer_offloading_text_encoder_percent: 1 |
| layer_offloading_transformer_percent: 1 |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| samples: |
| - prompt: Geometric_Abstract_Animation_Style woman with red hair, playing chess |
| at the park, bomb going off in the background |
| - prompt: Geometric_Abstract_Animation_Style woman holding a coffee cup, in |
| a beanie, sitting at a cafe |
| - prompt: Geometric_Abstract_Animation_Style horse is a DJ at a night club, |
| fish eye lens, smoke machine, lazer lights, holding a martini |
| - prompt: Geometric_Abstract_Animation_Style man showing off his cool new t |
| shirt at the beach, a shark is jumping out of the water in the background |
| - prompt: Geometric_Abstract_Animation_Style bear building a log cabin in the |
| snow covered mountains |
| - prompt: Geometric_Abstract_Animation_Style woman playing the guitar, on stage, |
| singing a song, laser lights, punk rocker |
| - prompt: Geometric_Abstract_Animation_Style hipster man with a beard, building |
| a chair, in a wood shop |
| - prompt: Geometric_Abstract_Animation_Style photo of a man, white background, |
| medium shot, modeling clothing, studio lighting, white backdrop |
| - prompt: Geometric_Abstract_Animation_Style a man holding a sign that says, |
| 'this is a sign' |
| - prompt: Geometric_Abstract_Animation_Style 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: 1 |
| fps: 1 |
| meta: |
| name: Geometric_Abstract_Animation |
| version: '1.0' |
|
|
