qi)dZddlmZddlmZddlmZmZmZm Z m Z ddl m Z m Z mZddlmZej"eZe GddeZdgZy ) zq Processor class for InstructBLIP. Largely copy of Blip2Processor with addition of a tokenizer for the Q-Former. ) BatchFeature)ProcessorMixin) AddedTokenPaddingStrategyPreTokenizedInput TextInputTruncationStrategy) TensorTypeauto_docstringlogging) VideoInputc$eZdZdfd Ze ddedzdeezeezeezde de e ze zde e ze zde dzd e d e dzd e dzd e d e de de de de de ezdzdef"dZedZxZS)InstructBlipVideoProcessorNc t|ds2tddd|_|j|jgdn|j|_||_t ||||y)a& qformer_tokenizer (`AutoTokenizer`): An instance of ['PreTrainedTokenizer`]. The Q-Former tokenizer is a required input. num_query_tokens (`int`, *optional*): Number of tokens used by the Qformer as queries, should be same as in model's config. video_tokenz