---
title: "How to Build a State-of-the-art Text Embedding Model"
url: https://daily.dev/posts/how-to-build-a-state-of-the-art-text-embedding-model-v6nwncqxl
source_url: https://medium.com/snowflake/how-to-build-a-state-of-the-art-text-embedding-model-a8cd0c86a19e
type: article
source: "Snowflake Community"
published: 2024-03-28T16:27:36.882Z
updated: 2024-07-02T02:13:07.893Z
tags: ["bert", "embeddings", "machine-learning", "nlp"]
reading_time: 11
upvotes: 0
comments: 0
language: en
---

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# How to Build a State-of-the-art Text Embedding Model

**[Snowflake Community](https://daily.dev/sources/snowflake_comm)** · 11 min read · 0 upvotes · 0 comments

## Summary

This post explores the history and advancements in text embedding models, including the tricks used to build state-of-the-art models and the role of contrastive loss in fine-tuning. It also highlights the importance of standardized evaluation and provides insights into the training recipe for top-performing models.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://medium.com/snowflake/how-to-build-a-state-of-the-art-text-embedding-model-a8cd0c86a19e>

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---

Tags: [#bert](https://daily.dev/tags/bert), [#embeddings](https://daily.dev/tags/embeddings), [#machine-learning](https://daily.dev/tags/machine-learning), [#nlp](https://daily.dev/tags/nlp)

[View this post on daily.dev](https://daily.dev/posts/how-to-build-a-state-of-the-art-text-embedding-model-v6nwncqxl)