import abc class BaseModel(): @abc.abstractmethod def fetch_vit(self): pass @abc.abstractmethod def fetch_llm(self): pass @abc.abstractmethod def fetch_proj(self): pass @abc.abstractmethod def vision_preprocess(self, image): pass @abc.abstractmethod def language_preprocess(self, text): pass @abc.abstractmethod def forward(self, *args, **kwargs): pass def __call__(self, *args, **kwargs): return self.forward(*args, **kwargs)