...> The language model interface has a forward() call and a more() call. It stores the input_ids from the last call. How would I modify it to provide for examples it would infer from? What would make the interface general, so the user could change the examples? Be concise. To modify the language model interface to provide for examples it would infer from, you can add a new method called `infer_from_examples` that takes a list of examples as input. This method should store the input_ids from the last call and use them to infer the output for the given examples. Here's an example of how you could modify the interface: ``` class LanguageModel: def __init__(self, model_name): self.model_name = model_name self.input_ids = None def forward(self, input_ids): self.input_ids = input_ids # Perform forward pass def more(self, input_ids): self.input_ids = input_ids # Perform more pass def infer_from_examples(self, examples): self.input_ids = examples # Perform inference ``` This modified interface allows the user to provide a list of examples as input to the `infer_from_examples` method, which will then use the stored input_ids from the last call to perform inference on the given examples.