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Sentence transformers library - ( ) offers pretrained transformers that produce SOTA sentence embeddings use → distilbert-base-nli-stsb-mean-tokens : best performance on Semantic Textual Similarity tasks main things is producing embeddings, so different models are trained to produce embeddings in a way that they see fit