--- title: Meet MosaicBERT: A BERT-Style Encoder Architecture and... description: MosaicBERT is an optimized framework that improves the pretraining speed and accuracy of the BERT architecture. It incorporates speed optimizations such as... canonical: https://daily.dev/posts/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-n7s3xckm0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Meet MosaicBERT: A BERT-Style Encoder Architecture and Training Recipe that is Empirically Optimized for Fast Pretraining | daily.dev og:description: MosaicBERT is an optimized framework that improves the pretraining speed and accuracy of the BERT architecture. It incorporates speed optimizations such as... og:url: https://daily.dev/posts/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-n7s3xckm0 og:image: https://api.daily.dev/og/posts/n7s3xckm0.png og:image:alt: Meet MosaicBERT: A BERT-Style Encoder Architecture and Training Recipe that is Empirically Optimized for Fast Pretraining og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 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: --- 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) [View this post on daily.dev](https://daily.dev/posts/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-n7s3xckm0) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"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","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/meet-mosaicbert-a-bert-style-encoder-architecture-and-training-recipe-that-is-empirically-optimized-n7s3xckm0"},"datePublished":"2024-01-10T19:48:01.988Z","dateModified":"2024-01-10T19:47:59.884Z","description":"MosaicBERT is an optimized framework that improves the pretraining speed and accuracy of the BERT architecture. 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