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Add LiteLLM - support for Vertex AI, Gemini, Anthropic, Bedrock (100+LLMs) #13

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Add LiteLLM - support for Vertex AI, Gemini, Anthropic, Bedrock (100+LLMs) #13

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21 changes: 20 additions & 1 deletion cik_benchmark/baselines/direct_prompt.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@
from lmformatenforcer.integrations.transformers import (
build_transformers_prefix_allowed_tokens_fn,
)

import litellm
from .base import Baseline
from ..config import (
LLAMA31_405B_URL,
Expand Down Expand Up @@ -179,6 +179,19 @@ def openrouter_client(model, messages, n=1, max_tokens=10000, temperature=1.0):
return completion


def litellm_client(model, messages, n=1, max_tokens=10000, temperature=1.0):
"""
Client for litellm chat models
"""
completion = litellm.completion(
model=model,
messages=messages,
n=n,
max_tokens=max_tokens,
temperature=temperature,
)
return completion

def llama_3_1_405b_instruct_client(
model, messages, n=1, max_tokens=10000, temperature=1.0
):
Expand Down Expand Up @@ -328,6 +341,12 @@ def get_client(self):
temperature=self.temperature,
)

elif self.model.startswith("litellm-"):
return partial(
litellm_client,
temperature=self.temperature,
)

elif self.model in LLM_MAP.keys():
return partial(
huggingface_instruct_model_client,
Expand Down