Unify controlnet parameters name and change scripts name. (#1821)

* Update sd3_train.py

* add freeze block lr

* Update train_util.py

* update

* Revert "add freeze block lr"

This reverts commit 8b1653548f.

# Conflicts:
#	library/train_util.py
#	sd3_train.py

* use same control net model path

* use controlnet_model_name_or_path

flux_train_control_net.py

@@ -265,7 +265,7 @@ def train(args):
     # load controlnet
     controlnet_dtype = torch.float32 if args.deepspeed else weight_dtype
     controlnet = flux_utils.load_controlnet(
-        args.controlnet, is_schnell, controlnet_dtype, accelerator.device, args.disable_mmap_load_safetensors
+        args.controlnet_model_name_or_path, is_schnell, controlnet_dtype, accelerator.device, args.disable_mmap_load_safetensors
     )
     controlnet.train()
 

library/flux_train_utils.py

@@ -564,7 +564,7 @@ def add_flux_train_arguments(parser: argparse.ArgumentParser):
     )
     parser.add_argument("--ae", type=str, help="path to ae (*.sft or *.safetensors) / aeのパス（*.sftまたは*.safetensors）")
     parser.add_argument(
-        "--controlnet",
+        "--controlnet_model_name_or_path",
         type=str,
         default=None,
         help="path to controlnet (*.sft or *.safetensors) / controlnetのパス（*.sftまたは*.safetensors）"

sdxl_train_control_net.py

@@ -184,12 +184,12 @@ def train(args):
 
     # make control net
     logger.info("make ControlNet")
-    if args.controlnet_model_path:
+    if args.controlnet_model_name_or_path:
         with init_empty_weights():
             control_net = SdxlControlNet()
 
-        logger.info(f"load ControlNet from {args.controlnet_model_path}")
-        filename = args.controlnet_model_path
+        logger.info(f"load ControlNet from {args.controlnet_model_name_or_path}")
+        filename = args.controlnet_model_name_or_path
         if os.path.splitext(filename)[1] == ".safetensors":
             state_dict = load_file(filename)
         else:
@@ -675,7 +675,7 @@ def setup_parser() -> argparse.ArgumentParser:
     sdxl_train_util.add_sdxl_training_arguments(parser)
 
     parser.add_argument(
-        "--controlnet_model_path",
+        "--controlnet_model_name_or_path",
         type=str,
         default=None,
         help="controlnet model name or path / controlnetのモデル名またはパス",