
    #i                       d dl mZ dZdZd dlZd dlZd dlZd dlmZm	Z	m
Z
 d dlmZmZ d dlmZmZmZmZ d dlmZmZ d d	lmZ d d
lmZ d dlmZ d dlmZ d dlmZ d dl m!Z!m"Z"m#Z#m$Z$ d dl%m&Z& d dl'm(Z( d dl)m*Z* d dl+m,Z, d dl-m.Z.  e(        ej^                  ja                  d      rdejb                  vrdejb                  d<    ejd                  dd       g dZ3y)    )annotationsz5.4.1zsentence-transformersN)#export_dynamic_quantized_onnx_modelexport_optimized_onnx_model&export_static_quantized_openvino_model)DefaultBatchSamplerMultiDatasetDefaultBatchSampler)CrossEncoderCrossEncoderModelCardDataCrossEncoderTrainerCrossEncoderTrainingArguments)ParallelSentencesDatasetSentencesDataset)SentenceTransformer) SentenceTransformerModelCardData)InputExample)SentenceTransformerTrainer)$SentenceTransformerTrainingArguments)SparseEncoderSparseEncoderModelCardDataSparseEncoderTrainerSparseEncoderTrainingArguments)mine_hard_negatives)setup_deprecated_module_imports)LoggingHandler)quantize_embeddings)SimilarityFunction
codecarbonCODECARBON_LOG_LEVELerrorignorez*Sparse CSR tensor support is in beta state)message)r   r   r   r   r   r   r	   r   r   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   )4
__future__r   __version____MODEL_HUB_ORGANIZATION__	importliboswarningssentence_transformers.backendr   r   r   "sentence_transformers.base.samplerr   r   #sentence_transformers.cross_encoderr	   r
   r   r   3sentence_transformers.sentence_transformer.datasetsr   r   0sentence_transformers.sentence_transformer.modelr   5sentence_transformers.sentence_transformer.model_cardr   2sentence_transformers.sentence_transformer.readersr   2sentence_transformers.sentence_transformer.trainerr   8sentence_transformers.sentence_transformer.training_argsr   $sentence_transformers.sparse_encoderr   r   r   r   sentence_transformers.utilr   ,sentence_transformers.util.deprecated_importr   "sentence_transformers.util.loggingr   'sentence_transformers.util.quantizationr   %sentence_transformers.util.similarityr   util	find_specenvironfilterwarnings__all__     o/var/www/vps2.regionflexible.com/Desarrollo/venv/lib/python3.12/site-packages/sentence_transformers/__init__.py<module>r?      s    "4   	  
 d  k P b K Y i  ; X = G D   ! >>L).DBJJ.V)0BJJ%&   *V Wr=   