tj)dZddlmZddlmZddlmZmZmZm Z m Z ddl m Z m Z mZddlmZejeZe GddeZdgZd 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$eZdZdfd Ze ddedzdeezeezeezde d e e ze zd e e ze zd e dzd e d e dzde dzde de de de de de de ezdzdef"dZedZxZS)InstructBlipVideoProcessorNc t|ds5tddd|_||jgdn |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