Support more controlnet models.

comfy/controlnet.py

@@ -354,7 +354,7 @@ def load_controlnet(ckpt_path, model=None):
 
     if controlnet_config is None:
         use_fp16 = comfy.model_management.should_use_fp16()
-        controlnet_config = comfy.model_detection.model_config_from_unet(controlnet_data, prefix, use_fp16).unet_config
+        controlnet_config = comfy.model_detection.model_config_from_unet(controlnet_data, prefix, use_fp16, True).unet_config
     controlnet_config.pop("out_channels")
     controlnet_config["hint_channels"] = controlnet_data["{}input_hint_block.0.weight".format(prefix)].shape[1]
     control_model = comfy.cldm.cldm.ControlNet(**controlnet_config)

comfy/model_detection.py

-
-from . import supported_models
+import comfy.supported_models
+import comfy.supported_models_base
 
 def count_blocks(state_dict_keys, prefix_string):
     count = 0
@@ -109,17 +109,20 @@ def detect_unet_config(state_dict, key_prefix, use_fp16):
     return unet_config
 
 def model_config_from_unet_config(unet_config):
-    for model_config in supported_models.models:
+    for model_config in comfy.supported_models.models:
         if model_config.matches(unet_config):
             return model_config(unet_config)
 
     print("no match", unet_config)
     return None
 
-def model_config_from_unet(state_dict, unet_key_prefix, use_fp16):
+def model_config_from_unet(state_dict, unet_key_prefix, use_fp16, use_base_if_no_match=False):
     unet_config = detect_unet_config(state_dict, unet_key_prefix, use_fp16)
-    return model_config_from_unet_config(unet_config)
-
+    model_config = model_config_from_unet_config(unet_config)
+    if model_config is None and use_base_if_no_match:
+        return comfy.supported_models_base.BASE(unet_config)
+    else:
+        return model_config
 
 def unet_config_from_diffusers_unet(state_dict, use_fp16):
     match = {}