cCit>SSKJrJr SSKrSSKJr SSKJrJ r J r SSK J r J r JrJrJr SSKJrJr SSKJr "S S \ S S 9r"S S\S S 9r"SS\5rS/rg))OptionalUnionN) BatchFeature) ImageInputconcatenate_listmake_flat_list_of_images) ImagesKwargsMultiModalDataProcessingKwargsProcessorMixinUnpack)PreTokenizedInput TextInput) VideoInputcF\rSrSr%\\\S'\\\S'\\\S'Srg)InternVLImagesKwargscrop_to_patches min_patches max_patchesN) __name__ __module__ __qualname____firstlineno__rbool__annotations__int__static_attributes__rj/home/james-whalen/.local/lib/python3.13/site-packages/transformers/models/internvl/processing_internvl.pyrrs d^###r!rF)totalc:\rSrSr%\\S'SSS.SS0SS 0S .rS rg ) InternVLProcessorKwargs! images_kwargsleftF) padding_sidereturn_mm_token_type_idsrTreturn_tensorspt) text_kwargsr' videos_kwargsrN)rrrrrr _defaultsr rr!r"r%r%!s4''#(- t  d  Ir!r%c <^\rSrSrSr/SQrSrSrSrSS\ 4U4Sjjjr S \ \ S \ \ S \ \ S \ RS \ RS\ R4 SjrSS\\S \\\\\ \\ \4S\\S\\S\4 SjjrSSjr\S5rSrU=r$)InternVLProcessor1a  Constructs a InternVL processor which wraps a [`AutoImageProcessor`] and [`PretrainedTokenizerFast`] tokenizer into a single processor that inherits both the image processor and tokenizer functionalities. See the [`~InternVLProcessor.__call__`] and [`~InternVLProcessor.decode`] for more information. Args: image_processor ([`AutoImageProcessor`], *optional*): The image processor is a required input. tokenizer ([`PreTrainedTokenizer`, `PreTrainedTokenizerFast`], *optional*): The tokenizer is a required input. video_processor ([`AutoVideoProcessor`], *optional*): The video processor is a required input. image_seq_length (`int`, *optional*, defaults to 256): The number of image token to use per image patch. it should be set so that: image_seq_length = (config.image_size // config.patch_size) ** 2 * (config.scale_factor**2) chat_template (`str`, *optional*): A Jinja template which will be used to convert lists of messages in a chat into a tokenizable string. )image_processor tokenizervideo_processorAutoImageProcessorAutoVideoProcessor AutoTokenizerimage_seq_lengthc x>X@lURUlURUlURUlURUlUR UlURUlURUl URURUR/Ul [TU]0"XU4SU0UD6 g)N chat_template) r9start_image_tokenend_image_tokenstart_image_token_idend_image_token_idcontext_image_token image_token video_tokencontext_image_token_idimage_token_id image_idssuper__init__)selfr3r4r5r9r;kwargs __class__s r"rGInternVLProcessor.__init__Is!1!*!">$88$00'>>--t/H/H$JaJab _lTaleklr!textimage_num_patchesvideo_num_patchesimage_num_patches_indicesvideo_num_patches_indicesvideo_patch_indicesc R^^Sn Sn /n /n /n UGHnUnTRU;dTRU;GaTRU;aTRU;d8URTR5URTR5:aU S:aXiS- OSnXinU RUUU5 UR TRSS5nU RTR TRTR -XI-TR35 U S- n OXnXS-nUUnUUnU RUUU5 [UUU5mSRUU4Sj[[T5555nU RU5 UR TRSS5nU S- n TRU;aGMTRU;aGMSU;a,U RS5nUR SUS5nSU;aM,U RU5 GM XX4$)z Processes interleaved text with and