From f741e6b2185d8f33790aeeca468e5443df0ae506 Mon Sep 17 00:00:00 2001 From: Collin Dutter Date: Thu, 18 Jul 2024 18:31:24 -0700 Subject: [PATCH] Add RouteLLM --- griptapecli/core/skatepark.py | 34 +- poetry.lock | 723 ++++++++++++++++++++++++++++++---- pyproject.toml | 1 + 3 files changed, 682 insertions(+), 76 deletions(-) diff --git a/griptapecli/core/skatepark.py b/griptapecli/core/skatepark.py index 4e92bec..fff24a8 100644 --- a/griptapecli/core/skatepark.py +++ b/griptapecli/core/skatepark.py @@ -38,6 +38,8 @@ ) from .state import RunProcess, State +from routellm.controller import Controller + app = FastAPI() logging.basicConfig(level=logging.INFO) logger = logging.getLogger(__name__) @@ -45,6 +47,12 @@ state = State() +controller = Controller( + routers=["mf"], + strong_model="gpt-4o", + weak_model="llama3-8b-instruct", +) + DEFAULT_QUEUE_DELAY = "2" model_to_internal_model_map: dict[str, str] = { @@ -66,7 +74,8 @@ "command-text": "cohere.command-text-v14", "command-light-text": "cohere.command-light-text-v14", "llama3-8b-instruct": "meta.llama3-8b-instruct-v1:0", - "meta.llama2-13b-chat-v1": "meta.llama2-13b-chat-v1", + "llama3-70b-instruct": "meta.llama3-70b-instruct-v1:0", + "llama2-13b-chat": "meta.llama2-13b-chat-v1", "llama2-70b-chat": "meta.llama2-70b-chat-v1", "mistral-7b-instruct": "mistral.mistral-7b-instruct-v0:2", "mixtral-8x7b-instruct": "mistral.mixtral-8x7b-instruct-v0:1", @@ -314,7 +323,7 @@ def list_run_logs(structure_run_id: str): @app.post("/api/drivers/prompt", response_model=None, status_code=status.HTTP_200_OK) def prompt_driver(value: PromptDriverRequestModel) -> dict: - driver = _get_prompt_driver_from_model(value.params) + driver = _get_prompt_driver_from_model(value.messages, value.params) prompt_stack = PromptStack( messages=[Message.from_dict(message) for message in value.messages] @@ -332,7 +341,7 @@ def prompt_driver(value: PromptDriverRequestModel) -> dict: "/api/drivers/prompt-stream", response_model=None, status_code=status.HTTP_200_OK ) async def prompt_driver_stream(value: PromptDriverRequestModel) -> StreamingResponse: - driver = _get_prompt_driver_from_model(value.params) + driver = _get_prompt_driver_from_model(value.messages, value.params) prompt_stack = PromptStack( messages=[Message.from_dict(message) for message in value.messages] @@ -410,9 +419,24 @@ def _set_structure_run_to_running(structure_run: StructureRun) -> StructureRun: return structure_run -def _get_prompt_driver_from_model(params: dict) -> BasePromptDriver: +def _get_prompt_driver_from_model( + messages: list[dict], params: dict +) -> BasePromptDriver: model = params["model"] - logger.info("Model %s", model) + + if model == "auto": + if messages: + logger.info(messages[-1]["content"][0]["artifact"]["value"]) + prompt = messages[-1]["content"][0]["artifact"]["value"] + else: + raise HTTPException(status_code=400, detail="No messages provided") + + model = controller.route( + prompt=prompt, + router="mf", + threshold=0.11593, + ) + logger.info("Routed model %s", model) internal_model = model_to_internal_model_map.get(model) diff --git a/poetry.lock b/poetry.lock index 1f1f627..8374864 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,18 +2,18 @@ [[package]] name = "accelerate" -version = "0.31.0" +version = "0.32.1" description = "Accelerate" optional = false python-versions = ">=3.8.0" files = [ - {file = "accelerate-0.31.0-py3-none-any.whl", hash = "sha256:0fc608dc49584f64d04711a39711d73cb0ad4ef3d21cddee7ef2216e29471144"}, - {file = "accelerate-0.31.0.tar.gz", hash = "sha256:b5199865b26106ccf9205acacbe8e4b3b428ad585e7c472d6a46f6fb75b6c176"}, + {file = "accelerate-0.32.1-py3-none-any.whl", hash = "sha256:71fcf4be00872194071de561634268b71417d7f5b16b178e2fa76b6f117c52b0"}, + {file = "accelerate-0.32.1.tar.gz", hash = "sha256:3999acff0237cd0d4f9fd98b42d5a3163544777b53fc4f1eec886b77e992d177"}, ] [package.dependencies] huggingface-hub = "*" -numpy = ">=1.17" +numpy = ">=1.17,<2.0.0" packaging 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