├── LICENSE ├── NOTICE.txt ├── README.md ├── docs ├── _static │ ├── css │ │ └── custom.css │ └── js │ │ └── custom.js ├── _themes │ └── sphinx_rtd_theme │ │ ├── __init__.py │ │ ├── breadcrumbs.html │ │ ├── footer.html │ │ ├── layout.html │ │ ├── locale │ │ ├── de │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── en │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── es │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── et │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── fr │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── nl │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── pt_BR │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── ru │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── sphinx.pot │ │ ├── sv │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ ├── tr │ │ │ └── LC_MESSAGES │ │ │ │ ├── sphinx.mo │ │ │ │ └── sphinx.po │ │ └── zh_CN │ │ │ └── LC_MESSAGES │ │ │ ├── sphinx.mo │ │ │ └── sphinx.po │ │ ├── search.html │ │ ├── searchbox.html │ │ ├── static │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ └── theme.css │ │ └── js │ │ │ ├── badge_only.js │ │ │ └── theme.js │ │ ├── theme.conf │ │ └── versions.html ├── conf.py ├── contact.md ├── datasets │ └── TED2020.md ├── img │ ├── SBERT_Architecture.png │ ├── SBERT_Siamese_Network.png │ ├── SBERT_SoftmaxLoss.png │ ├── favicon.ico │ ├── logo.png │ ├── logo.svg │ ├── logo.xcf │ ├── logo_org.png │ ├── monolingual-distillation.png │ └── multilingual-distillation.png ├── installation.md ├── package_reference │ ├── SentenceTransformer.md │ ├── datasets.md │ ├── evaluation.md │ ├── losses.md │ ├── models.md │ └── util.md ├── pretrained-models │ ├── nli-models.md │ ├── sts-models.md │ └── wikipedia-sections-models.md ├── pretrained_models.md ├── publications.md ├── quickstart.md ├── training │ └── overview.md └── usage │ ├── computing_sentence_embeddings.md │ ├── paraphrase_mining.md │ ├── semantic_search.md │ └── semantic_textual_similarity.md ├── examples ├── applications │ ├── clustering.py │ ├── clustering_wikipedia_sections.py │ ├── computing_embeddings.py │ ├── computing_embeddings_mutli_gpu.py │ ├── semantic_search.py │ ├── semantic_search_quora_annoy.py │ ├── semantic_search_quora_elasticsearch.py │ ├── semantic_search_quora_faiss.py │ ├── semantic_search_quora_hnswlib.py │ └── semantic_search_quora_pytorch.py ├── evaluation │ ├── evaluation_inference_speed.py │ ├── evaluation_stsbenchmark.py │ ├── evaluation_stsbenchmark_sbert-wk.py │ └── evaluation_translation_matching.py └── training │ ├── avg_word_embeddings │ ├── training_stsbenchmark_avg_word_embeddings.py │ ├── training_stsbenchmark_bilstm.py │ ├── training_stsbenchmark_bow.py │ ├── training_stsbenchmark_cnn.py │ └── training_stsbenchmark_tf-idf_word_embeddings.py │ ├── nli │ ├── README.md │ ├── datasets │ │ ├── nli_sentences.train.gz │ │ └── stsbenchmark.tsv.gz │ └── unsupervised_training_nli.py │ └── sts │ ├── README.md │ ├── training_stsbenchmark.py │ └── training_stsbenchmark_continue_training.py ├── index.rst ├── requirements.txt ├── sentence_transformers ├── LoggingHandler.py ├── SentenceTransformer.py ├── __init__.py ├── datasets │ ├── EncodeDataset.py │ ├── ParallelSentencesDataset.py │ ├── SentenceLabelDataset.py │ ├── SentencesDataset.py │ ├── __init__.py │ └── sampler │ │ ├── LabelSampler.py │ │ └── __init__.py ├── evaluation │ ├── BinaryClassificationEvaluator.py │ ├── EmbeddingSimilarityEvaluator.py │ ├── InformationRetrievalEvaluator.py │ ├── LabelAccuracyEvaluator.py │ ├── MSEEvaluator.py │ ├── MSEEvaluatorFromDataFrame.py │ ├── ParaphraseMiningEvaluator.py │ ├── SentenceEvaluator.py │ ├── SequentialEvaluator.py │ ├── SimilarityFunction.py │ ├── TranslationEvaluator.py │ ├── TripletEvaluator.py │ └── __init__.py ├── losses │ ├── BatchAllTripletLoss.py │ ├── BatchHardSoftMarginTripletLoss.py │ ├── BatchHardTripletLoss.py │ ├── BatchSemiHardTripletLoss.py │ ├── ContrastiveLoss.py │ ├── CosineSimilarityLoss.py │ ├── MSELoss.py │ ├── MultipleNegativesRankingLoss.py │ ├── MutualInformationLoss.py │ ├── OnlineContrastiveLoss.py │ ├── SoftmaxLoss.py │ ├── TripletLoss.py │ └── __init__.py ├── models │ ├── ALBERT.py │ ├── BERT.py │ ├── BoW.py │ ├── CNN.py │ ├── CamemBERT.py │ ├── Dense.py │ ├── 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