# Hugging Face — Train a Sentence Embedding Model with 1B Training Pairs

- Company: Hugging Face (huggingface.co)
- Announced: 2021-10-25
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/1b-sentence-embeddings
- Record: https://forck.live/items/2245-train-a-sentence-embedding-model-with-1b-training-pairs
- Subject: Platform

To train a sentence embedding model using 1 billion training pairs, covering the training methodology including Multiple Negative Ranking Loss, batch composition strategies, and similarity functions.

## Evidence

Verbatim from https://huggingface.co/blog/1b-sentence-embeddings:

> We developed state-of-the-art sentence embedding models as part of the project "Train the Best Sentence Embedding Model Ever with 1B Training Pairs".

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