[PR #2625] Add sentence-transformers #1942

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GiteaMirror · 2025-11-06T13:26:17-06:00

GiteaMirror commented

2025-11-06 13:26:17 -06:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2625
Author: @baslia
Created: 11/11/2024
Status: 🔄 Open

Base: master ← Head: Add-Sentence-Transformer

📝 Commits (2)

dad4566 Update README.md
0848199 fix typo

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

What is this Python project?

Sentence Transformers: Multilingual Sentence, Paragraph, and Image Embeddings using BERT & Co.

What's the difference between this Python project and similar ones?

This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity.

We provide an increasing number of state-of-the-art pretrained models for more than 100 languages, fine-tuned for various use-cases.

Further, this framework allows an easy fine-tuning of custom embeddings models, to achieve maximal performance on your specific task.

For the full documentation, see www.SBERT.net.

--

Anyone who agrees with this pull request could submit an Approve review to it.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2625 **Author:** [@baslia](https://github.com/baslia) **Created:** 11/11/2024 **Status:** 🔄 Open **Base:** `master` ← **Head:** `Add-Sentence-Transformer` --- ### 📝 Commits (2) - [`dad4566`](https://github.com/vinta/awesome-python/commit/dad4566a5c27dd3b88753f6bc5a2ffe76162669c) Update README.md - [`0848199`](https://github.com/vinta/awesome-python/commit/08481998e0149705cbf23eb8efef155c07f8b128) fix typo ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## What is this Python project? Sentence Transformers: Multilingual Sentence, Paragraph, and Image Embeddings using BERT & Co. ## What's the difference between this Python project and similar ones? This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity. We provide an increasing number of state-of-the-art pretrained models for more than 100 languages, fine-tuned for various use-cases. Further, this framework allows an easy fine-tuning of custom embeddings models, to achieve maximal performance on your specific task. For the full documentation, see www.SBERT.net. -- Anyone who agrees with this pull request could submit an *Approve* review to it. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2025-11-06 13:26:17 -06:00

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Reference: github-starred/awesome-python#1942