""" Directly loads the Phi-2 GGUF model, used for text generation tasks like commit message creation or answering semantice queries. """ from llama_cpp import Llama # Model Loader def load_phi2(model_path: str, context_window: int = 2048): """ Loads the Llama model with the specified model path and context window size. Args: model_path (str): The file path to the Llama model. context_window (int, optional): The size of the context window. Defaults to 2048. Returns: Llama: An instance of the Llama model. """ return Llama(model_path=model_path, n_ctx=context_window) # Generation Function def generate_commit_message(llm, prompt: str, max_tokens: int = 512): response = llm(prompt, max_tokens=max_tokens) return response["choices"][0]["text"].strip() # Fallback Logic def fallback_commit_message(file_list: list): return f"Update {len(file_list)} files: {', '.join(file_list)}"