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95bd3fe | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | accelerate launch --num_cpu_threads_per_process 1 anima_train_network.py \
--pretrained_model_name_or_path="/workspace/model.safetensors" \
--qwen3="/workspace/qwen.safetensors" \
--vae="/workspace/qwen-vae.safetensors" \
--dataset_config="/workspace/dataset.toml" \
--output_dir="/workspace/kohya_ss/dataset/result-4000" \
--output_name="<replace>" \
--save_model_as=safetensors \
--network_module=networks.lora_anima \
--network_dim=32 \
--network_alpha=16 \
--learning_rate=2e-5 \
--optimizer_type="AdamW8bit" \
--lr_scheduler="constant" \
--timestep_sampling="sigmoid" \
--discrete_flow_shift=1.0 \
--max_train_steps="2500" \
--save_every_n_epochs=1 \
--mixed_precision="bf16" \
--gradient_checkpointing \
--cache_latents \
--vae_chunk_size=64 \
--vae_disable_cache \
--optimizer_args="decouple=True" \
--optimizer_args="betas=0.9,0.99" \
--optimizer_args="weight_decay=0.05" \
--llm_adapter_lr=0 \
--xformers \
--network_args="rank_dropout=0.1" \
--network_args="module_dropout=0.1" \
--sigmoid_scale=1.3 |