o ei)@sdZddlmZddlmZddlmZmZmZm Z m Z ddl m Z m Z mZddlmZeeZe GdddeZdgZd S) 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$seZdZdfdd Ze                ddedBdeeBeeBeeBd e d e e Be Bd e e Be Bd e dBd e de dBde dBde de de de de de de eBdBdef"ddZeddZZS)InstructBlipVideoProcessorNc sPt|dstdddd|_|j|jgddn|j|_||_t|||dS)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