--- title: Tiny LLM hacks: Loading quantized model using... description: Learn how to load and use quantized models with Python/llama_cpp_python. Get the prerequisites for installation and download the necessary tools. Explore an... canonical: https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Tiny LLM hacks: Loading quantized model using Python/llama_cpp_python. | daily.dev og:description: Learn how to load and use quantized models with Python/llama_cpp_python. Get the prerequisites for installation and download the necessary tools. Explore an... og:url: https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb og:image: https://api.daily.dev/og/posts/LB8fwwfJB.png og:image:alt: Tiny LLM hacks: Loading quantized model using Python/llama_cpp_python. 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. # Tiny LLM hacks: Loading quantized model using Python/llama_cpp_python. **[GoPenAI](https://daily.dev/sources/gopenai)** · 6 min read · 4 upvotes · 0 comments ## Summary Learn how to load and use quantized models with Python/llama_cpp_python. Get the prerequisites for installation and download the necessary tools. Explore an example of using WxPython for GUI application. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#python](https://daily.dev/tags/python), [#cuda](https://daily.dev/tags/cuda) [View this post on daily.dev](https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb) ```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":"Tiny LLM hacks: Loading quantized model using Python/llama_cpp_python.","url":"https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb"},"datePublished":"2024-05-06T15:05:38.531Z","dateModified":"2024-05-09T08:58:27.770Z","description":"Learn how to load and use quantized models with Python/llama_cpp_python. Get the prerequisites for installation and download the necessary tools. Explore an...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/46246d912de905ff71d20c18552d876b?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/46246d912de905ff71d20c18552d876b?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"GoPenAI","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":"GoPenAI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f34dfd0c312c4a59b897eb64ad28d895","url":"https://daily.dev/sources/gopenai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/tiny-llm-hacks-loading-quantized-model-using-python-llama-cpp-python--lb8fwwfjb","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":4},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,cuda","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"GoPenAI","item":"https://daily.dev/sources/gopenai"},{"@type":"ListItem","position":3,"name":"Tiny LLM hacks: Loading quantized model using Python/llama_cpp_python."}]} ```