rhNdZddlmZddlmZddlmZddlmZGddeZ y) a This file contains deprecated code that can only be used with the old `model.fit`-style Sentence Transformers v2.X training. It exists for backwards compatibility with the `model.old_fit` method, but will be removed in a future version. Nowadays, with Sentence Transformers v3+, it is recommended to use the `SentenceTransformerTrainer` class to train models. See https://www.sbert.net/docs/sentence_transformer/training_overview.html for more information. ) annotations)Dataset)SentenceTransformer) InputExamplec$eZdZdZddZdZdZy)SentencesDatasetz DEPRECATED: This class is no longer used. Instead of wrapping your List of InputExamples in a SentencesDataset and then passing it to the DataLoader, you can pass the list of InputExamples directly to the dataset loader. c||_yNexamples)selfr models /var/www/html/ai-insurance-compliance-backend/venv/lib/python3.12/site-packages/sentence_transformers/datasets/SentencesDataset.py__init__zSentencesDataset.__init__s   c |j|Sr r )r items r __getitem__zSentencesDataset.__getitem__s}}T""rc,t|jSr )lenr )r s r__len__zSentencesDataset.__len__s4==!!rN)r zlist[InputExample]rr)__name__ __module__ __qualname____doc__rrrrrrrs !#"rrN) r __future__rtorch.utils.datarsentence_transformersr*sentence_transformers.readers.InputExamplerrrrrr!s$#$5C "w "r