--- title: Colossal-AI Team Open-Sources SwiftInfer: A... description: Colossal-AI team has open-sourced SwiftInfer, a TensorRT-based implementation of the StreamingLLM algorithm. StreamingLLM stabilizes text generation quality... canonical: https://daily.dev/posts/colossal-ai-team-open-sources-swiftinfer-a-tensorrt-based-implementation-of-the-streamingllm-algori-l32crlqpu twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Colossal-AI Team Open-Sources SwiftInfer: A TensorRT-Based Implementation of the StreamingLLM Algorithm | daily.dev og:description: Colossal-AI team has open-sourced SwiftInfer, a TensorRT-based implementation of the StreamingLLM algorithm. StreamingLLM stabilizes text generation quality... og:url: https://daily.dev/posts/colossal-ai-team-open-sources-swiftinfer-a-tensorrt-based-implementation-of-the-streamingllm-algori-l32crlqpu og:image: https://api.daily.dev/og/posts/L32cRlQpU.png og:image:alt: Colossal-AI Team Open-Sources SwiftInfer: A TensorRT-Based Implementation of the StreamingLLM Algorithm 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. # Colossal-AI Team Open-Sources SwiftInfer: A TensorRT-Based Implementation of the StreamingLLM Algorithm **[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 0 upvotes · 0 comments ## Summary Colossal-AI team has open-sourced SwiftInfer, a TensorRT-based implementation of the StreamingLLM algorithm. StreamingLLM stabilizes text generation quality during multi-round conversations by employing a sliding-window-based attention module. SwiftInfer combines the strengths of StreamingLLM with TensorRT inference optimization, resulting in a 46% improvement in inference performance for large language models. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#tech-news](https://daily.dev/tags/tech-news), [#text-generation](https://daily.dev/tags/text-generation) [View this post on daily.dev](https://daily.dev/posts/colossal-ai-team-open-sources-swiftinfer-a-tensorrt-based-implementation-of-the-streamingllm-algori-l32crlqpu) ```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":"Colossal-AI Team Open-Sources SwiftInfer: A TensorRT-Based Implementation of the StreamingLLM Algorithm","url":"https://daily.dev/posts/colossal-ai-team-open-sources-swiftinfer-a-tensorrt-based-implementation-of-the-streamingllm-algori-l32crlqpu","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/colossal-ai-team-open-sources-swiftinfer-a-tensorrt-based-implementation-of-the-streamingllm-algori-l32crlqpu"},"datePublished":"2024-01-11T14:07:17.787Z","dateModified":"2024-01-27T02:18:51.634Z","description":"Colossal-AI team has open-sourced SwiftInfer, a TensorRT-based implementation of the StreamingLLM algorithm. 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