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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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18 changes: 10 additions & 8 deletions src/ragas/llms/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,33 +51,35 @@ 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
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: float = 1e-8,
temperature: 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: float = 1e-8,
temperature: float = 0.01,
stop: t.Optional[t.List[str]] = None,
callbacks: Callbacks = None,
is_async: bool = True,
Expand Down Expand Up @@ -128,7 +130,7 @@ 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:
Expand Down Expand Up @@ -158,7 +160,7 @@ async def agenerate_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:
Expand Down