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support loading models from state dict

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Artiprocher
2026-01-30 13:47:36 +08:00
parent 22695e9be0
commit ee9a3b4405
5 changed files with 27 additions and 13 deletions
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7
diffsynth/models/model_loader.py
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@@ -29,7 +29,7 @@ class ModelPool:
module_map = None
return module_map
def load_model_file(self, config, path, vram_config, vram_limit=None):
def load_model_file(self, config, path, vram_config, vram_limit=None, state_dict=None):
model_class = self.import_model_class(config["model_class"])
model_config = config.get("extra_kwargs", {})
if "state_dict_converter" in config:
@@ -43,6 +43,7 @@ class ModelPool:
state_dict_converter,
use_disk_map=True,
vram_config=vram_config, module_map=module_map, vram_limit=vram_limit,
state_dict=state_dict,
)
return model
@@ -59,7 +60,7 @@ class ModelPool:
}
return vram_config
def auto_load_model(self, path, vram_config=None, vram_limit=None, clear_parameters=False):
def auto_load_model(self, path, vram_config=None, vram_limit=None, clear_parameters=False, state_dict=None):
print(f"Loading models from: {json.dumps(path, indent=4)}")
if vram_config is None:
vram_config = self.default_vram_config()
@@ -67,7 +68,7 @@ class ModelPool:
loaded = False
for config in MODEL_CONFIGS:
if config["model_hash"] == model_hash:
model = self.load_model_file(config, path, vram_config, vram_limit=vram_limit)
model = self.load_model_file(config, path, vram_config, vram_limit=vram_limit, state_dict=state_dict)
if clear_parameters: self.clear_parameters(model)
self.model.append(model)
model_name = config["model_name"]