基类: Teleprompter
常用的 reduce_fn 是 dspy.majority。
源代码位于 dspy/teleprompt/ensemble.py
| def __init__(self, *, reduce_fn=None, size=None, deterministic=False):
"""A common reduce_fn is dspy.majority."""
assert deterministic is False, "TODO: Implement example hashing for deterministic ensemble."
self.reduce_fn = reduce_fn
self.size = size
self.deterministic = deterministic
|
函数
compile(programs)
源代码位于 dspy/teleprompt/ensemble.py
| def compile(self, programs):
size = self.size
reduce_fn = self.reduce_fn
import dspy
class EnsembledProgram(dspy.Module):
def __init__(self):
super().__init__()
self.programs = programs
def forward(self, *args, **kwargs):
programs = random.sample(self.programs, size) if size else self.programs
outputs = [prog(*args, **kwargs) for prog in programs]
if reduce_fn:
return reduce_fn(outputs)
return outputs
return EnsembledProgram()
|
get_params() -> dict[str, Any]
获取 teleprompter 的参数。
返回值
源代码位于 dspy/teleprompt/teleprompt.py
| def get_params(self) -> dict[str, Any]:
"""
Get the parameters of the teleprompter.
Returns:
The parameters of the teleprompter.
"""
return self.__dict__
|