forked from phoenix-oss/llama-stack-mirror
fixing safety inference and safety adapter for new API spec. Pinned t… (#105)
* fixing safety inference and safety adapter for new API spec. Pinned the llama_models version to 0.0.24 as the latest version 0.0.35 has the model descriptor name changed. I was getting the missing package error during runtime as well, hence added the dependency to requirements.txt * support Llama 3.2 models in Together inference adapter and cleanup Together safety adapter * fixing model names * adding vision guard to Together safety
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5 changed files with 68 additions and 40 deletions
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@ -3,12 +3,41 @@
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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 llama_models.sku_list import resolve_model
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from together import Together
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from llama_models.llama3.api.datatypes import * # noqa: F403
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from llama_stack.apis.safety import (
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RunShieldResponse,
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Safety,
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SafetyViolation,
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ViolationLevel,
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)
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from llama_stack.distribution.request_headers import get_request_provider_data
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from .config import TogetherProviderDataValidator, TogetherSafetyConfig
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from .config import TogetherSafetyConfig
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SAFETY_SHIELD_TYPES = {
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"Llama-Guard-3-8B": "meta-llama/Meta-Llama-Guard-3-8B",
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"Llama-Guard-3-11B-Vision": "meta-llama/Llama-Guard-3-11B-Vision-Turbo",
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}
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def shield_type_to_model_name(shield_type: str) -> str:
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if shield_type == "llama_guard":
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shield_type = "Llama-Guard-3-8B"
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model = resolve_model(shield_type)
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if (
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model is None
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or not model.descriptor(shorten_default_variant=True) in SAFETY_SHIELD_TYPES
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or model.model_family is not ModelFamily.safety
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):
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raise ValueError(
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f"{shield_type} is not supported, please use of {','.join(SAFETY_SHIELD_TYPES.keys())}"
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)
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return SAFETY_SHIELD_TYPES.get(model.descriptor(shorten_default_variant=True))
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class TogetherSafetyImpl(Safety):
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@ -21,24 +50,16 @@ class TogetherSafetyImpl(Safety):
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async def run_shield(
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self, shield_type: str, messages: List[Message], params: Dict[str, Any] = None
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) -> RunShieldResponse:
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if shield_type != "llama_guard":
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raise ValueError(f"shield type {shield_type} is not supported")
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provider_data = get_request_provider_data()
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together_api_key = None
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if provider_data is not None:
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if not isinstance(provider_data, TogetherProviderDataValidator):
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raise ValueError(
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'Pass Together API Key in the header X-LlamaStack-ProviderData as { "together_api_key": <your api key>}'
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)
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provider_data = get_request_provider_data()
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if provider_data is None or not provider_data.together_api_key:
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raise ValueError(
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'Pass Together API Key in the header X-LlamaStack-ProviderData as { "together_api_key": <your api key>}'
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)
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together_api_key = provider_data.together_api_key
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together_api_key = provider_data.together_api_key
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if not together_api_key:
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together_api_key = self.config.api_key
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if not together_api_key:
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raise ValueError("The API key must be provider in the header or config")
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model_name = shield_type_to_model_name(shield_type)
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# messages can have role assistant or user
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api_messages = []
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@ -46,23 +67,25 @@ class TogetherSafetyImpl(Safety):
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if message.role in (Role.user.value, Role.assistant.value):
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api_messages.append({"role": message.role, "content": message.content})
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violation = await get_safety_response(together_api_key, api_messages)
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violation = await get_safety_response(
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together_api_key, model_name, api_messages
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)
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return RunShieldResponse(violation=violation)
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async def get_safety_response(
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api_key: str, messages: List[Dict[str, str]]
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api_key: str, model_name: str, messages: List[Dict[str, str]]
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) -> Optional[SafetyViolation]:
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client = Together(api_key=api_key)
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response = client.chat.completions.create(
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messages=messages, model="meta-llama/Meta-Llama-Guard-3-8B"
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)
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response = client.chat.completions.create(messages=messages, model=model_name)
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if len(response.choices) == 0:
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return None
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response_text = response.choices[0].message.content
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if response_text == "safe":
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return None
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return SafetyViolation(
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violation_level=ViolationLevel.INFO, user_message="safe", metadata={}
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)
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parts = response_text.split("\n")
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if len(parts) != 2:
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