--- title: Meet BiLLM: A Novel Post-Training Binary Quantization... description: Introduction of BiLLM, a novel post-training binary quantization method for compressing pre-trained LLMs. BiLLM achieves ultra-low bit quantization without... canonical: https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Meet BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs | daily.dev og:description: Introduction of BiLLM, a novel post-training binary quantization method for compressing pre-trained LLMs. BiLLM achieves ultra-low bit quantization without... og:url: https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt og:image: https://api.daily.dev/og/posts/jYRpX8OZt.png og:image:alt: Meet BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs 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 BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs **[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 1 upvotes · 0 comments ## Summary Introduction of BiLLM, a novel post-training binary quantization method for compressing pre-trained LLMs. BiLLM achieves ultra-low bit quantization without significant loss of precision, enabling deployment in edge scenarios and resource-constrained devices. ## 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), [#llm](https://daily.dev/tags/llm), [#pytorch](https://daily.dev/tags/pytorch), [#huggingface](https://daily.dev/tags/huggingface) [View this post on daily.dev](https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt) ```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 BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs","url":"https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt"},"datePublished":"2024-02-20T12:44:58.217Z","dateModified":"2024-05-09T08:58:27.770Z","description":"Introduction of BiLLM, a novel post-training binary quantization method for compressing pre-trained LLMs. BiLLM achieves ultra-low bit quantization without...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1128a40cd774d7365147e4641e6bb7ab?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1128a40cd774d7365147e4641e6bb7ab?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Machine Learning News","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":"Machine Learning News","logo":"https://media.daily.dev/image/upload/s--0PoEtdkd--/f_auto/v1750409401/squads/marktechpost?_a=BAMClqZW0","url":"https://daily.dev/squads/mlnews"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"tech-news,ai,machine-learning,llm,pytorch,huggingface","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Machine Learning News","item":"https://daily.dev/squads/mlnews"},{"@type":"ListItem","position":3,"name":"Meet BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs"}]} ```