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Flat_Design_Motion_Graphics_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/flat_design_motion_graphics + 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: Flat_Design_Motion_Graphics_Style woman with red hair, playing chess + at the 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