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fix typo: adressed -> addressed (#2598)
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* fix typo: adressed -> addressed

* Add ToC link to txtai

* Add exact values from the plot, because not all models are listed.

* Include first batch of Pedro's comments

I modified some, here and there

Co-authored-by: Pedro Cuenca <[email protected]>

* Apply more suggestions

Co-authored-by: Pedro Cuenca <[email protected]>

* Update title

* Add very short usage snippet in tl;dr behind <details>

* my -> our

* Explain that StaticEmbedding module is just EmbeddingBag

* Remove 'the "all" subset', it was a bit much

* Expand on the loss explanations slightly

* Fix loss code snippets

* Apply more suggestions

Co-authored-by: Pedro Cuenca <[email protected]>

* More research -> more experiments

* In Usage, clarify that performance is close to popular & slower models

* Add more links to prior blogposts

* Update the ToC

* Add links to W&B Reports

---------

Co-authored-by: Pedro Cuenca <[email protected]>
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tomaarsen and pcuenca authored Jan 15, 2025
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11 changes: 11 additions & 0 deletions _blog.yml
Original file line number Diff line number Diff line change
Expand Up @@ -5317,3 +5317,14 @@
- spaces
- zerogpu
- serverless

- local: static-embeddings
title: "Train 400x faster Static Embedding Models with Sentence Transformers"
author: tomaarsen
thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: January 15, 2025
tags:
- nlp
- guide
- community
- open-source
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