06f1fd69a6
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2.3 KiB
2.3 KiB
생성 generation
각 프레임워크에는 해당하는 GenerationMixin 클래스에서 구현된 텍스트 생성을 위한 generate 메소드가 있습니다:
- PyTorch에서는 [
~generation.GenerationMixin.generate]가 [~generation.GenerationMixin]에 구현되어 있습니다. - TensorFlow에서는 [
~generation.TFGenerationMixin.generate]가 [~generation.TFGenerationMixin]에 구현되어 있습니다. - Flax/JAX에서는 [
~generation.FlaxGenerationMixin.generate]가 [~generation.FlaxGenerationMixin]에 구현되어 있습니다.
사용하는 프레임워크에 상관없이, generate 메소드는 [~generation.GenerationConfig] 클래스 인스턴스로 매개변수화 할 수 있습니다. generate 메소드의 동작을 제어하는 모든 생성 매개변수 목록을 확인하려면 이 클래스를 참조하세요.
모델의 생성 설정을 어떻게 확인하고, 기본값이 무엇인지, 매개변수를 어떻게 임시로 변경하는지, 그리고 사용자 지정 생성 설정을 만들고 저장하는 방법을 배우려면 텍스트 생성 전략 가이드를 참조하세요. 이 가이드는 토큰 스트리밍과 같은 관련 기능을 사용하는 방법도 설명합니다.
GenerationConfig transformers.GenerationConfig
autodoc generation.GenerationConfig - from_pretrained - from_model_config - save_pretrained - update - validate - get_generation_mode
autodoc generation.WatermarkingConfig
GenerationMixin transformers.GenerationMixin
autodoc generation.GenerationMixin - generate - compute_transition_scores