{"id":9132,"count":4,"description":"<h2>Kenelle Lab sopii?<\/h2>\n<p>Lab on tietokone teko\u00e4lylle ja koneoppimiselle: paikalliset kielimallit, kuvien generointi, mallien koulutus ja GPU-laskenta. Sopivia ty\u00f6kaluja: Ollama, LM Studio, llama.cpp, PyTorch, TensorFlow, Stable Diffusion ja ComfyUI.<\/p>\n<h2>Mit\u00e4 numero tarkoittaa?<\/h2>\n<p>Lab-mallin numero on n\u00e4yt\u00f6nohjaimen muistin m\u00e4\u00e4r\u00e4 gigatavuina: esimerkiksi Lab 16 -mallissa on 16 GB. N\u00e4yt\u00f6nohjaimen muisti ratkaisee, kuinka suuri kielimalli koneeseen mahtuu. 4-bittisell\u00e4 kvantisoinnilla mahtuu:<\/p>\n<ul><li>Lab 16: mallit noin 20 miljardiin parametriin asti<\/li><li>Lab 48: mallit noin 70 miljardiin parametriin asti<\/li><li>Lab 96: mallit noin 120 miljardiin parametriin asti<\/li><\/ul>\n<h2>Mit\u00e4 Lab-tietokoneissa on?<\/h2>\n<ul><li>Prosessori: AMD Ryzen 9 9950X.<\/li><li>V\u00e4hint\u00e4\u00e4n 64 GB muistia ja v\u00e4hint\u00e4\u00e4n 2 TB:n NVMe SSD.<\/li><li>Nestej\u00e4\u00e4hdytys pitk\u00e4\u00e4 kuormaa varten.<\/li><li>Windows 11 asennettuna.<\/li><\/ul>\n<p>Kokoamme mallit Lab 48 ja Lab 96 tilauksesta: pyyd\u00e4 tarjous mallin sivulta.<\/p>","link":"https:\/\/www.onpoint.ee\/fi\/c\/onpoint-tietokoneet\/lab\/","name":"Lab","slug":"lab","taxonomy":"product_cat","parent":9078,"meta":[],"menu_order":0,"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lab: tietokoneet teko\u00e4lylle ja kielimalleille - onPoint<\/title>\n<meta name=\"description\" content=\"Lab on tietokone paikallisille kielimalleille, koneoppimiselle ja GPU-laskennalle: Ollama, LM Studio, PyTorch, ComfyUI. 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