from typing import Optional from transformers import AutoConfig, PretrainedConfig from aphrodite.transformers_utils.configs import YiConfig _CONFIG_REGISTRY = { "yi": YiConfig, } def get_config(model: str, trust_remote_code: bool, revision: Optional[str] = None) -> PretrainedConfig: try: config = AutoConfig.from_pretrained( model, trust_remote_code=trust_remote_code, revision=revision) except ValueError as e: if (not trust_remote_code and "requires you to execute the configuration file" in str(e)): err_msg = ( "Failed to load the model config. If the model is a custom " "model not yet available in the HuggingFace transformers " "library, consider setting `trust_remote_code=True` in LLM " "or using the `--trust-remote-code` flag in the CLI.") raise RuntimeError(err_msg) from e else: raise e if config.model_type in _CONFIG_REGISTRY: config_class = _CONFIG_REGISTRY[config.model_type] config = config_class.from_pretrained(model, revision=revision) return config