""" 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. Instead, you should create a `datasets` `Dataset` for training: https://huggingface.co/docs/datasets/create_dataset """ from __future__ import annotations class InputExample: """Structure for one input example with texts, the label and a unique id""" def __init__(self, guid: str = "", texts: list[str] | None = None, label: int | float = 0): """ Creates one InputExample with the given texts, guid and label Args: guid: id for the example texts: the texts for the example. label: the label for the example """ self.guid = guid self.texts = texts self.label = label def __str__(self): return " label: {}, texts: {}".format(str(self.label), "; ".join(self.texts))