from .artifact import Artifact class Format(Artifact): pass class SizeLimitingFormat(Format): size_limiter: Artifact = None class ICLFormat(SizeLimitingFormat): prefix: str = "" input_prefix: str = "" output_prefix: str = "" target_prefix: str = " " instruction_prefix: str = "" input_output_separator: str = "\n" demo_separator: str = "\n\n" suffix: str = "" add_instruction_at_start: bool = True add_instruction_after_demos: bool = False def single_source_str(self, source): return ( self.input_prefix + source + self.input_output_separator + self.output_prefix ) def single_source_str_with_instruction(self, source, instruction): return ( self.input_prefix + instruction + self.demo_separator + source + self.input_output_separator + self.output_prefix ) def format(self, instance, demos_instances=None): if demos_instances is None: demos_instances = [] source = self.prefix instruction = "" if "instruction" in instance: instruction = instance.pop("instruction") assert ( "instruction" != None ), f"instruction field can not be none : {instance}" if self.add_instruction_at_start and instruction != "": source += self.instruction_prefix + instruction + self.demo_separator if self.add_instruction_after_demos and instruction != "": query_str = self.single_source_str_with_instruction( instance["source"], instruction ) else: query_str = self.single_source_str(instance["source"]) for demo_instance in demos_instances: demo_str = ( self.single_source_str(demo_instance["source"]) + self.target_prefix + demo_instance["target"] + self.demo_separator ) if self.size_limiter is not None: if not self.size_limiter.check( source + demo_str + query_str + instance["target"] ): continue source += demo_str source += query_str source += self.suffix return source