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직업: 확장

구성:

이름: game_res_itemsnone

프로세스:

• 유형: diffusion_trainer 훈련 폴더: N:\ai-toolkit\output sqlite_db_path: N:\ai-toolkit\aitk_db.db 장치: cuda 트리거 단어: items 성능 로그 간격: 10

네트워크:

유형: lora linear: 32 linear_alpha: 32 conv: 16 conv_alpha: 16 lokr_full_rank: true lokr_factor: -1

network_kwargs:

ignore_if_contains: []

저장:

dtype: bf16 save_every: 300 max_step_saves_to_keep: 10 save_format: diffusers push_to_hub: false

데이터셋:

• 폴더 경로: N:\ai-toolkit\datasets/data02 마스크 경로: null 마스크 최소 값: 0.1 기본 캡션: '' 캡션 확장자: txt 캡션 드롭아웃 비율: 0.05 캐시 레이턴트를 디스크에 저장: false is_reg: false 네트워크 가중치: 1 해상도:
  • 512
  • 768
  • 1024 컨트롤: [] 비디오를 프레임으로 축소: true 프레임 수: 1 do_i2v: true flip_x: false flip_y: false

훈련:

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: sigmoid content_or_style: balanced optimizer_params: weight_decay: 0.0001 unload_text_encoder: false cache_text_embeddings: true lr: 0.0003

ema_config:

use_ema: true ema_decay: 0.99 skip_first_sample: true 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

모델:

name_or_path: N:\ai-toolkit\models\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: N:\ai-toolkit\models\LoRA\zimage_turbo_training_adapter_v2.safetensors

샘플:

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: 1 sample_steps: 8 num_frames: 1 fps: 1

메타:

name: game_res_itemsnone version: '1.0'