---
title: "Meet MosaicBERT: A BERT-Style Encoder Architecture and Training Recipe that is Empirically Optimized for Fast Pretraining"
url: https://daily.dev/posts/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-n7s3xckm0
source_url: https://www.marktechpost.com/2024/01/10/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-for-fast-pretraining/
type: article
source: "Machine Learning News"
published: 2024-01-10T19:48:01.988Z
updated: 2024-01-10T19:47:59.884Z
tags: ["tech-news", "ai", "machine-learning", "nlp", "llm", "bert"]
reading_time: 3
upvotes: 0
comments: 0
language: en
---

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# Meet MosaicBERT: A BERT-Style Encoder Architecture and Training Recipe that is Empirically Optimized for Fast Pretraining

**[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 0 upvotes · 0 comments

## Summary

MosaicBERT is an optimized framework that improves the pretraining speed and accuracy of the BERT architecture. It incorporates speed optimizations such as FlashAttention, ALiBi, low-precision LayerNorm, and Gated Linear Units. MosaicBERT achieved the same accuracy as BERT in significantly less time on the same hardware.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.marktechpost.com/2024/01/10/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-for-fast-pretraining/>

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---

Tags: [#tech-news](https://daily.dev/tags/tech-news), [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#nlp](https://daily.dev/tags/nlp), [#llm](https://daily.dev/tags/llm), [#bert](https://daily.dev/tags/bert)

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