(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_classes=[])
| 33 | |
| 34 | |
| 35 | def fetch_models(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_classes=[]): |
| 36 | # Main models |
| 37 | self.text_encoder = model_manager.fetch_model("sd_text_encoder") |
| 38 | self.unet = model_manager.fetch_model("sd_unet") |
| 39 | self.vae_decoder = model_manager.fetch_model("sd_vae_decoder") |
| 40 | self.vae_encoder = model_manager.fetch_model("sd_vae_encoder") |
| 41 | self.prompter.fetch_models(self.text_encoder) |
| 42 | self.prompter.load_prompt_refiners(model_manager, prompt_refiner_classes) |
| 43 | |
| 44 | # ControlNets |
| 45 | controlnet_units = [] |
| 46 | for config in controlnet_config_units: |
| 47 | controlnet_unit = ControlNetUnit( |
| 48 | Annotator(config.processor_id, device=self.device), |
| 49 | model_manager.fetch_model("sd_controlnet", config.model_path), |
| 50 | config.scale |
| 51 | ) |
| 52 | controlnet_units.append(controlnet_unit) |
| 53 | self.controlnet = MultiControlNetManager(controlnet_units) |
| 54 | |
| 55 | # IP-Adapters |
| 56 | self.ipadapter = model_manager.fetch_model("sd_ipadapter") |
| 57 | self.ipadapter_image_encoder = model_manager.fetch_model("sd_ipadapter_clip_image_encoder") |
| 58 | |
| 59 | |
| 60 | @staticmethod |
no test coverage detected