Camel.datagen.evol instruct.templates

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BaseEvolInstructTemplates

class BaseEvolInstructTemplates(ABC):

Abstract base class for evolution instruction templates.

This class defines a required structure for prompt transformation templates

• EVOL_METHODS: A dictionary mapping method keys to their descriptions.
• STRATEGY: A dictionary defining strategies and associated methods.

Subclasses should define concrete templates for specific domains.

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EVOL_METHODS

def EVOL_METHODS(self):

A dictionary mapping evolution method keys to their descriptions.

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STRATEGY

def STRATEGY(self):

A dictionary defining strategies and their corresponding methods.

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EvolInstructTemplates

class EvolInstructTemplates(BaseEvolInstructTemplates):

Contains templates for EvolInstruct prompt transformations.

References:

• WizardLM: Empowering Large Language Models to Follow Complex Instructions https://arxiv.org/pdf/2304.12244
• eva: Evolving Alignment via Asymmetric Self-Play https://arxiv.org/abs/2411.00062

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MathEvolInstructTemplates

class MathEvolInstructTemplates(BaseEvolInstructTemplates):

Contains templates for MathEvolInstruct prompt transformations.