biVdZddlmZddlmZddlmZddlmZGddeZ dS) 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&eZdZdZd dZdZdZd S) 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. exampleslist[InputExample]modelrc||_dSNr )selfr r s j/root/projects/butler/venv/lib/python3.11/site-packages/sentence_transformers/datasets/SentencesDataset.py__init__zSentencesDataset.__init__s   c|j|Sr r)ritems r __getitem__zSentencesDataset.__getitem__s}T""rc*t|jSr )lenr )rs r__len__zSentencesDataset.__len__s4=!!!rN)r r r r)__name__ __module__ __qualname____doc__rrrrrrrsP !!!!###"""""rrN) r __future__rtorch.utils.datarsentence_transformersr*sentence_transformers.readers.InputExamplerrrrrr"s#"""""$$$$$$555555CCCCCC " " " " "w " " " " "r