% &hGRdZddlZddlZddlZddlZddlZddlmZddlm Z ddl m Z m Z ddl mZddlmZdd lmZdd lmZdd lmZmZmZmZd d lmZd dlmZmZmZm Z d dl!m"Z"d dl#m$Z$d dl%m&Z&ejNe(Z)egdZ*eee*Z+de,fdZ-GddZ.y)zAutoProcessor class.N) OrderedDict)PretrainedConfig)get_class_from_dynamic_moduleresolve_trust_remote_code)FeatureExtractionMixin)ImageProcessingMixin)ProcessorMixin)TOKENIZER_CONFIG_FILE)FEATURE_EXTRACTOR_NAMEPROCESSOR_NAME cached_filelogging)_LazyAutoMapping)CONFIG_MAPPING_NAMES AutoConfigmodel_type_to_module_name!replace_list_option_in_docstrings)AutoFeatureExtractor)AutoImageProcessor) AutoTokenizer)P)alignAlignProcessor)altclipAltCLIPProcessor)aria AriaProcessor) aya_visionAyaVisionProcessor)bark BarkProcessor)blip BlipProcessor)zblip-2Blip2Processor) bridgetowerBridgeTowerProcessor) chameleonChameleonProcessor) chinese_clipChineseCLIPProcessor)clap ClapProcessor)clip CLIPProcessor)clipsegCLIPSegProcessor)clvp ClvpProcessor)colpaliColPaliProcessor)emu3 Emu3Processor)flavaFlavaProcessor)fuyu FuyuProcessor)gemma3Gemma3Processor)git GitProcessor)got_ocr2GotOcr2Processor)zgrounding-dinoGroundingDinoProcessor)groupvitr/)hubertWav2Vec2Processor)ideficsIdeficsProcessor)idefics2Idefics2Processor)idefics3Idefics3Processor) instructblipInstructBlipProcessor)instructblipvideoInstructBlipVideoProcessor)zkosmos-2Kosmos2Processor) layoutlmv2LayoutLMv2Processor) layoutlmv3LayoutLMv3Processor)llama4Llama4Processor)llavaLlavaProcessor) llava_nextLlavaNextProcessor)llava_next_videoLlavaNextVideoProcessor)llava_onevisionLlavaOnevisionProcessor)markuplmMarkupLMProcessor)mctctMCTCTProcessor)zmgp-strMgpstrProcessor)mistral3PixtralProcessor)mllamaMllamaProcessor) moonshinerE) oneformerOneFormerProcessor)owlv2Owlv2Processor)owlvitOwlViTProcessor) paligemmaPaliGemmaProcessor)phi4_multimodalPhi4MultimodalProcessor) pix2structPix2StructProcessor)pixtralre) pop2pianoPop2PianoProcessor) qwen2_5_vlQwen2_5_VLProcessor) qwen2_audioQwen2AudioProcessor)qwen2_vlQwen2VLProcessor)sam SamProcessor) seamless_m4tSeamlessM4TProcessor)sewrE)zsew-drE) shieldgemma2ShieldGemma2Processor)siglipSiglipProcessor)siglip2Siglip2Processor)speech_to_textSpeech2TextProcessor)speech_to_text_2Speech2Text2Processor)speecht5SpeechT5Processor)trocrTrOCRProcessor)tvlt TvltProcessor)tvp TvpProcessor)udop UdopProcessor) unispeechrE)z unispeech-satrE) video_llavaVideoLlavaProcessor)vilt ViltProcessor)vipllavarX)zvision-text-dual-encoderVisionTextDualEncoderProcessor)wav2vec2rE)z wav2vec2-bertrE)zwav2vec2-conformerrE)wavlmrE)whisperWhisperProcessor)xclipXCLIPProcessor class_namectjD]<\}}||vs t|}tjd|d} t ||cStjjD]}t |dd|k(s|cStjd}t||r t ||Sy#t $rYwxYw)N.ztransformers.models__name__ transformers) PROCESSOR_MAPPING_NAMESitemsr importlib import_modulegetattrAttributeErrorPROCESSOR_MAPPING_extra_contentvalueshasattr)r module_name processorsmodule processor main_modules ~/var/www/pru.catia.catastroantioquia-mas.com/valormas/lib/python3.12/site-packages/transformers/models/auto/processing_auto.pyprocessor_class_from_namers#:#@#@#B Z  #3K@K,,q ->@UVF vz22 '55<<> 9j$ /: =  )).9K{J'{J// "  s B99 CCcNeZdZdZdZeeedZe ddZ y) AutoProcessora This is a generic processor class that will be instantiated as one of the processor classes of the library when created with the [`AutoProcessor.from_pretrained`] class method. 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