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set temperature to 0.01 for better llm compatibility #939

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set temperature to 0.01 for better llm compatibility #939

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0d7c8fc
set temperature to 0.01 for better llm compatibility
May 7, 2024
ebc75b1
Merge remote-tracking branch 'Ragas/main'
Feb 13, 2025
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22 changes: 9 additions & 13 deletions src/ragas/llms/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,39 +61,35 @@ def set_run_config(self, run_config: RunConfig):

def get_temperature(self, n: int) -> float:
"""Return the temperature to use for completion based on n."""
return 0.3 if n > 1 else 1e-8

def is_finished(self, response: LLMResult) -> bool:
logger.warning(
f"is_finished not implemented for {self.__class__.__name__}. Will default to True."
)
return True
return 0.3 if n > 1 else 0.01

@abstractmethod
def generate_text(
self,
prompt: PromptValue,
n: int = 1,
temperature: float = 1e-8,
temperature: float = 0.01,
stop: t.Optional[t.List[str]] = None,
callbacks: Callbacks = None,
) -> LLMResult: ...
) -> LLMResult:
...

@abstractmethod
async def agenerate_text(
self,
prompt: PromptValue,
n: int = 1,
temperature: t.Optional[float] = None,
temperature: t.Optional[float] = 0.01,
stop: t.Optional[t.List[str]] = None,
callbacks: Callbacks = None,
) -> LLMResult: ...
) -> LLMResult:
...

async def generate(
self,
prompt: PromptValue,
n: int = 1,
temperature: t.Optional[float] = None,
temperature: t.Optional[float] = 0.01,
stop: t.Optional[t.List[str]] = None,
callbacks: Callbacks = None,
) -> LLMResult:
Expand Down Expand Up @@ -195,7 +191,7 @@ def generate_text(
self,
prompt: PromptValue,
n: int = 1,
temperature: t.Optional[float] = None,
temperature: t.Optional[float] = 0.01,
stop: t.Optional[t.List[str]] = None,
callbacks: Callbacks = None,
) -> LLMResult:
Expand Down