# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the terms described in the LICENSE file in # the root directory of this source tree. from collections import namedtuple from typing import List, Optional from llama_models.sku_list import all_registered_models from llama_stack.providers.datatypes import Model, ModelsProtocolPrivate ModelAlias = namedtuple("ModelAlias", ["provider_model_id", "aliases", "llama_model"]) def get_huggingface_repo(model_descriptor: str) -> Optional[str]: for model in all_registered_models(): if model.descriptor() == model_descriptor: return model.huggingface_repo return None def build_model_alias(provider_model_id: str, model_descriptor: str) -> ModelAlias: return ModelAlias( provider_model_id=provider_model_id, aliases=[ model_descriptor, get_huggingface_repo(model_descriptor), ], llama_model=model_descriptor, ) class ModelRegistryHelper(ModelsProtocolPrivate): def __init__(self, model_aliases: List[ModelAlias]): self.alias_to_provider_id_map = {} self.provider_id_to_llama_model_map = {} for alias_obj in model_aliases: for alias in alias_obj.aliases: self.alias_to_provider_id_map[alias] = alias_obj.provider_model_id # also add a mapping from provider model id to itself for easy lookup self.alias_to_provider_id_map[alias_obj.provider_model_id] = ( alias_obj.provider_model_id ) self.provider_id_to_llama_model_map[alias_obj.provider_model_id] = ( alias_obj.llama_model ) def get_provider_model_id(self, identifier: str) -> str: if identifier in self.alias_to_provider_id_map: return self.alias_to_provider_id_map[identifier] else: raise ValueError(f"Unknown model: `{identifier}`") def get_llama_model(self, provider_model_id: str) -> str: if provider_model_id in self.provider_id_to_llama_model_map: return self.provider_id_to_llama_model_map[provider_model_id] else: return None async def register_model(self, model: Model) -> Model: model.provider_resource_id = self.get_provider_model_id( model.provider_resource_id ) return model