| 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 | |