accelerate launch --num_cpu_threads_per_process 1 anima_train.py `
  --pretrained_model_name_or_path="D:\Models\diffusion_models\anima-preview.safetensors" `
  --qwen3="D:\Models\text_encoders\qwen_3_06b_base.safetensors" `
  --vae="D:\Models\vae\qwen_image_vae.safetensors" `
  --dataset_config="E:\Train\dataset.toml" `
  --output_dir="E:\Train\Output" `
  --output_name="anima_ft" `
  --save_model_as=safetensors `
  --max_train_epochs=3 `
  --save_every_n_epochs=1 `
  --mixed_precision="bf16" `
  --optimizer_type="AdamW8bit" `
  --learning_rate=5e-6 `
  --lr_scheduler="cosine_with_restarts" `
  --lr_warmup_steps=100 `
  --max_grad_norm=1.0 `
  --timestep_sampling="sigmoid" `
  --discrete_flow_shift=1.0 `
  --gradient_checkpointing `
  --cache_latents `
  --cache_text_encoder_outputs `
  --vae_chunk_size=64 `
  --vae_disable_cache `
  --attn_mode="sdpa" `
  --persistent_data_loader_workers `
  --max_data_loader_n_workers=2 `
  --logging_dir="E:\Train\Logs" `
  --unsloth_offload_checkpointing `
  --llm_adapter_lr 0  `
  --full_bf16