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.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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anima_command_nihiruma_anima-b1_v1.txt

@@ -0,0 +1,42 @@
+accelerate launch --num_cpu_threads_per_process 1 anima_train_network.py \
+  --pretrained_model_name_or_path="CHANGE" \
+  --qwen3="CHANGE" \
+  --vae="CHANGE" \
+  --dataset_config="CHANGE" \
+  --output_dir="CHANGE" \
+  --output_name="CHANGE" \
+  --save_precision=bf16 \
+  --save_model_as=safetensors \
+  --network_module=networks.lora_anima \
+  --network_dim=16 \
+  --network_alpha=16 \
+  --network_train_unet_only \
+  --learning_rate=5e-5 \
+  --optimizer_type="AdamW8bit" \
+  --optimizer_args "weight_decay=0.01" "betas=0.9,0.99" \
+  --lr_scheduler="cosine" \
+  --lr_warmup_steps=190 \
+  --timestep_sampling="shift" \
+  --weighting_scheme="logit_normal" \
+  --discrete_flow_shift=3.0 \
+  --qwen3_max_token_length=512 \
+  --gradient_accumulation_steps=1 \
+  --max_grad_norm=1.0 \
+  --max_train_epochs=10 \
+  --train_batch_size=4 \
+  --save_every_n_epochs=1 \
+  --mixed_precision="bf16" \
+  --gradient_checkpointing \
+  --cache_latents \
+  --cache_latents_to_disk \
+  --vae_chunk_size=64 \
+  --vae_disable_cache \
+  --logging_dir="CHANGE" \
+  --log_with="tensorboard" \
+  --seed=42 \
+  --llm_adapter_lr=0 \
+  --split_attn \
+  --attn_mode=xformers \
+  --network_args "verbose=True" "module_dropout=0.1" "conv_dim=16" "conv_alpha=16" \
+  --keep_tokens=1 --shuffle_caption \
+  --enable_bucket --min_bucket_reso=256 --max_bucket_reso=2048 --resolution=1024 --bucket_reso_steps=64 --bucket_no_upscale

dataset.toml

@@ -0,0 +1,19 @@
+[general]
+shuffle_caption = true
+caption_extension = '.txt'
+keep_tokens = 1
+resolution = [1024, 1024]
+
+
+[[datasets]]
+#batch_size = 1
+enable_bucket = true
+bucket_reso_steps = 64
+min_bucket_reso = 256
+max_bucket_reso = 2048
+#bucket_no_upscale = false
+
+
+  [[datasets.subsets]]
+  image_dir = 'CHANGE'
+  num_repeats = 5

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