fTh'CSSKJrJrJr SSKrSSKJrJrJ r J r SSK J r J r SSKJr SSKJrJrJr SSKJrJrJrJr "S S \S S 9r"S S\S S 9r"SS\ 5rS/rg))ListOptionalUnionN) ImagesKwargsProcessingKwargsProcessorMixinUnpack)PreTokenizedInput TextInput) BatchFeature) ImageInputconcatenate_listmake_flat_list_of_images) VideoInput VideoMetadata load_videomake_batched_videoscF\rSrSr%\\\S'\\\S'\\\S'Srg)InternVLImagesKwargs&crop_to_patches min_patches max_patchesN) __name__ __module__ __qualname____firstlineno__rbool__annotations__int__static_attributes__rh/var/www/auris/envauris/lib/python3.13/site-packages/transformers/models/internvl/processing_internvl.pyrr&s d^###r$rF)totalc4\rSrSr%\\S'SS0SS00S.rSrg ) InternVLProcessorKwargs, images_kwargs padding_sideleftrT) text_kwargsr* videos_kwargsrN)rrrrrr! _defaultsr#rr$r%r(r(,s,'' F  t Ir$r(c ^\rSrSrSr/SQrSS/rSrSrSr S"S\ 4U4S jjjr S \ \ S \ \ S \ \ S \RS\RS\R4 SjrS#S\\S \\\\\\\\4S\\S\\S\4 SjjrS$S\S\\ S\\\\ 44SjjrSr Sr!\"S5r#S%S\\ S4S\\ S\ S\S\RH4 S jjr%S!r&U=r'$)&InternVLProcessor9a  Constructs a InternVL processor which wraps a [`AutoImageProcessor`] and [`PretrainedTokenizerFast`] tokenizer into a single processor that inherits both the image processor and tokenizer functionalities. See the [`~InternVLProcessor.__call__`] and [`~InternVLProcessor.decode`] for more information. Args: image_processor ([`AutoImageProcessor`], *optional*): The image processor is a required input. tokenizer ([`PreTrainedTokenizer`, `PreTrainedTokenizerFast`], *optional*): The tokenizer is a required input. video_processor ([`AutoVideoProcessor`], *optional*): The video processor is a required input. image_seq_length (`int`, *optional*, defaults to 256): The number of image token to use per image patch. it should be set so that: image_seq_length = (config.image_size // config.patch_size) ** 2 * (config.scale_factor**2) chat_template (`str`, *optional*): A Jinja template which will be used to convert lists of messages in a chat into a tokenizable string. )image_processor tokenizervideo_processor chat_templateimage_seq_lengthAutoImageProcessorAutoVideoProcessor AutoTokenizerc >X@lURUlURUlURUlUR UlUR Ul[TU]$"XU4SU0UD6 g)Nr6) r7start_image_tokenend_image_tokencontext_image_token image_token video_tokencontext_image_token_idimage_token_idsuper__init__)selfr3r4r5r7r6kwargs __class__s r%rDInternVLProcessor.__init__Usl!1!*!> _lTaleklr$textimage_num_patchesvideo_num_patchesimage_num_patches_indicesvideo_num_patches_indicesvideo_patch_indicesc x^^Sn Sn /n /n /n UGH$nUnTRU;dTRU;GaTRU;aTRU;d8URTR5URTR5:aU S:aXiS- OSnXinU RUUU5 UR TRSS5nU RTR TRTR -XI-TR35 U S- n OU S:aXS- OSnXnU S:aUUOSnUUS- nU 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