--- title: Customizing Neural Machine Translation Models with... description: This post discusses the process of customizing neural machine translation models using NVIDIA NeMo. It covers custom data collection, data preprocessing... canonical: https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2 | daily.dev og:description: This post discusses the process of customizing neural machine translation models using NVIDIA NeMo. It covers custom data collection, data preprocessing... og:url: https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz og:image: https://api.daily.dev/og/posts/m8bokfRgz.png og:image:alt: Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2 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. # Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2 **[NVIDIA Developer](https://daily.dev/sources/nvidiadev)** · 9 min read · 1 upvotes · 0 comments ## Summary This post discusses the process of customizing neural machine translation models using NVIDIA NeMo. It covers custom data collection, data preprocessing pipeline, and model fine-tuning using both NeMo and ALMA models. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#data-analysis](https://daily.dev/tags/data-analysis), [#deep-learning](https://daily.dev/tags/deep-learning), [#nvidia-nemo](https://daily.dev/tags/nvidia-nemo) [View this post on daily.dev](https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz) ```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":"Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2","url":"https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz"},"datePublished":"2024-05-13T18:05:53.827Z","dateModified":"2024-07-02T02:14:23.947Z","description":"This post discusses the process of customizing neural machine translation models using NVIDIA NeMo. It covers custom data collection, data preprocessing...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/dd8ce96fcbe5731680c47d7706345ea6?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/dd8ce96fcbe5731680c47d7706345ea6?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"NVIDIA Developer","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"NVIDIA Developer","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/86e45aab42ba48ce83103d01b1119910","url":"https://daily.dev/sources/nvidiadev"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/customizing-neural-machine-translation-models-with-nvidia-nemo-part-2-m8bokfrgz","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"data-analysis,deep-learning,nvidia-nemo","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"NVIDIA Developer","item":"https://daily.dev/sources/nvidiadev"},{"@type":"ListItem","position":3,"name":"Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2"}]} ```