Building Sentence Transformers in Rust: A Practical Guide with Burn, ONNX Runtime, and Candle

1. fastembed-rs

   1 5 983 8.4 Rust

   Rust library for generating vector embeddings, reranking locally!

   

   FastEmbed-rs: Production-ready embeddings (https://github.com/Anush008/fastembed-rs)

2. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. rust-bert

   2 9 3,075 1.4 Rust

   Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

   

   rust-bert: Complete NLP pipelines (https://github.com/guillaume-be/rust-bert)

4. sentence-transformers-rs

   3 2 20 6.6 Rust

   A Rust port of sentence-transformers, a library for generating embeddings.

   

   sentence-transformers-rs: Candle-based transformers (https://github.com/jwnz/sentence-transformers-rs)

5. ort

   4 11 2,445 9.3 Rust

   Fast ML inference & training for ONNX models in Rust

   

   ONNX Runtime Rust: https://ort.pyke.io

6. tokenizers

   5 10 10,950 8.8 Rust

   💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

   

   HuggingFace Tokenizers: https://huggingface.co/docs/tokenizers

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