(self, model, state_dict_lora)
| 97 | |
| 98 | |
| 99 | def match(self, model, state_dict_lora): |
| 100 | for lora_prefix, model_class in zip(self.lora_prefix, self.supported_model_classes): |
| 101 | if not isinstance(model, model_class): |
| 102 | continue |
| 103 | state_dict_model = model.state_dict() |
| 104 | for model_resource in ["diffusers", "civitai"]: |
| 105 | try: |
| 106 | state_dict_lora_ = self.convert_state_dict(state_dict_lora, lora_prefix=lora_prefix, alpha=1.0) |
| 107 | converter_fn = model.__class__.state_dict_converter().from_diffusers if model_resource == "diffusers" \ |
| 108 | else model.__class__.state_dict_converter().from_civitai |
| 109 | state_dict_lora_ = converter_fn(state_dict_lora_) |
| 110 | if isinstance(state_dict_lora_, tuple): |
| 111 | state_dict_lora_ = state_dict_lora_[0] |
| 112 | if len(state_dict_lora_) == 0: |
| 113 | continue |
| 114 | for name in state_dict_lora_: |
| 115 | if name not in state_dict_model: |
| 116 | break |
| 117 | else: |
| 118 | return lora_prefix, model_resource |
| 119 | except: |
| 120 | pass |
| 121 | return None |
| 122 | |
| 123 | |
| 124 |
nothing calls this directly
no test coverage detected