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inference registry updates
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parent
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commit
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12 changed files with 570 additions and 535 deletions
51
llama_stack/providers/utils/inference/model_registry.py
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51
llama_stack/providers/utils/inference/model_registry.py
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from typing import Dict, List
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from llama_models.sku_list import resolve_model
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from llama_stack.apis.models import * # noqa: F403
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class ModelRegistryHelper:
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def __init__(self, stack_to_provider_models_map: Dict[str, str]):
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self.stack_to_provider_models_map = stack_to_provider_models_map
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self.registered_models = []
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def map_to_provider_model(self, identifier: str) -> str:
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model = resolve_model(identifier)
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if not model:
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raise ValueError(f"Unknown model: `{identifier}`")
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if identifier not in self.stack_to_provider_models_map:
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raise ValueError(
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f"Model {identifier} not found in map {self.stack_to_provider_models_map}"
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)
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return self.stack_to_provider_models_map[identifier]
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async def register_model(self, model: ModelDef) -> None:
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existing = await self.get_model(model.identifier)
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if existing is not None:
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return
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if model.identifier not in self.stack_to_provider_models_map:
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raise ValueError(
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f"Unsupported model {model.identifier}. Supported models: {self.stack_to_provider_models_map.keys()}"
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)
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self.registered_models.append(model)
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async def list_models(self) -> List[ModelDef]:
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return self.registered_models
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async def get_model(self, identifier: str) -> Optional[ModelDef]:
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for model in self.registered_models:
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if model.identifier == identifier:
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return model
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return None
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from typing import Dict, List
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from llama_models.sku_list import resolve_model
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from llama_stack.distribution.datatypes import RoutableProvider
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class RoutableProviderForModels(RoutableProvider):
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def __init__(self, stack_to_provider_models_map: Dict[str, str]):
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self.stack_to_provider_models_map = stack_to_provider_models_map
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async def validate_routing_keys(self, routing_keys: List[str]):
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for routing_key in routing_keys:
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if routing_key not in self.stack_to_provider_models_map:
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raise ValueError(
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f"Routing key {routing_key} not found in map {self.stack_to_provider_models_map}"
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)
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def map_to_provider_model(self, routing_key: str) -> str:
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model = resolve_model(routing_key)
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if not model:
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raise ValueError(f"Unknown model: `{routing_key}`")
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if routing_key not in self.stack_to_provider_models_map:
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raise ValueError(
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f"Model {routing_key} not found in map {self.stack_to_provider_models_map}"
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)
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return self.stack_to_provider_models_map[routing_key]
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