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from typing import Optional | ||
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from helm.clients.openai_client import OpenAIClient | ||
from helm.common.cache import CacheConfig | ||
from helm.common.optional_dependencies import handle_module_not_found_error | ||
from helm.proxy.retry import NonRetriableException | ||
from helm.tokenizers.tokenizer import Tokenizer | ||
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try: | ||
from openai import OpenAI | ||
except ModuleNotFoundError as e: | ||
handle_module_not_found_error(e, ["openai"]) | ||
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class StanfordHealthCareLlamaClient(OpenAIClient): | ||
""" | ||
Client for accessing Llama models hosted on Stanford Health Care's model API. | ||
Configure by setting the following in prod_env/credentials.conf: | ||
``` | ||
stanfordhealthcareEndpoint: https://your-domain-name/ | ||
stanfordhealthcareApiKey: your-private-key | ||
``` | ||
""" | ||
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CREDENTIAL_HEADER_NAME = "Ocp-Apim-Subscription-Key" | ||
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def __init__( | ||
self, | ||
tokenizer: Tokenizer, | ||
tokenizer_name: str, | ||
cache_config: CacheConfig, | ||
model_name: str, | ||
api_key: Optional[str] = None, | ||
endpoint: Optional[str] = None, | ||
): | ||
super().__init__( | ||
tokenizer=tokenizer, tokenizer_name=tokenizer_name, cache_config=cache_config, api_key="unused" | ||
) | ||
if not endpoint: | ||
raise NonRetriableException("Must provide endpoint through credentials.conf") | ||
if not api_key: | ||
raise NonRetriableException("Must provide API key through credentials.conf") | ||
# Guess the base URL part based on the model name | ||
# Maybe make this configurable instead? | ||
base_url_part = model_name.split("/")[1].lower().removesuffix("-instruct").replace("-", "").replace(".", "") | ||
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base_url = f"{endpoint.strip('/')}/{base_url_part}/v1" | ||
self.client = OpenAI( | ||
api_key="dummy", | ||
base_url=base_url, | ||
default_headers={StanfordHealthCareLlamaClient.CREDENTIAL_HEADER_NAME: api_key}, | ||
) |