{"id":7771,"date":"2024-01-19T14:09:26","date_gmt":"2024-01-19T14:09:26","guid":{"rendered":"https:\/\/www.orynycz.com\/rolam\/"},"modified":"2026-02-08T13:43:39","modified_gmt":"2026-02-08T13:43:39","slug":"petro","status":"publish","type":"page","link":"https:\/\/www.orynycz.com\/hu\/","title":{"rendered":"Petro Orynycz: AI m\u00e9rn\u00f6k \u00e9s sz\u00e1m\u00edt\u00f3g\u00e9pes nyelv\u00e9sz"},"content":{"rendered":"<figure class=\"alignfull fullbleed wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Petro Orynycz\" style=\"object-fit:cover;\" srcset=\"https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_.jpg 1920w, https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_-300x169.jpg 300w, https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_-1024x576.jpg 1024w, https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_-768x432.jpg 768w, https:\/\/www.orynycz.com\/wp-content\/uploads\/2026\/02\/about-me.hu_-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n<p class=\"wp-container-content-0733e5d0\"><strong>Petro Orynycz<\/strong> vagyok (\u041f\u0435\u0442\u0440\u043e \u041e\u0440\u0438\u043d\u0438\u0447) \u2014 <strong>AI-m\u00e9rn\u00f6k<\/strong> \u00e9s sz\u00e1m\u00edt\u00f3g\u00e9pes nyelv\u00e9sz, lemk\u00f3 gy\u00f6kerekkel \u00e9s kett\u0151s \u00e1llampolg\u00e1rs\u00e1ggal. \u00d6r\u00f6ks\u00e9gnyelvi \u00e9s \u0151slakos nyelvi k\u00f6z\u00f6ss\u00e9geknek <strong>LLM-eket tan\u00edtok, finomhangolok \u00e9s \u00e9les\u00edtek<\/strong>, k\u00fcl\u00f6n\u00f6sen alacsony er\u0151forr\u00e1s\u00fa (kev\u00e9s adat\u00fa) k\u00f6rnyezetekben. Washington, DC-b\u0151l sz\u00e1rmazom. Lemk\u00f3 gy\u00f6kereim Torysky, Medzilaborce \u00e9s Zahoczewie falvaihoz k\u00f6t\u0151dnek (a mai Lengyelorsz\u00e1g \u00e9s Szlov\u00e1kia). Ez egy transzatlanti diaszp\u00f3rat\u00f6rt\u00e9net \u2014 Andy Warholt\u00f3l <em>A szarvasvad\u00e1sz<\/em>-ig.    <\/p>\n<div class=\"wp-block-post-time-to-read\">1\u20132 perc<\/div>\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><h2>Tartalomjegyz\u00e9k<\/h2><ul><li><a href=\"#h-path\" data-level=\"2\">\u00dat<\/a><\/li><li><a href=\"#h-results\" data-level=\"2\">Eredm\u00e9nyek<\/a><\/li><li><a href=\"#h-now\" data-level=\"2\">Most<\/a><\/li><li><a href=\"#h-education\" data-level=\"2\">Oktat\u00e1s<\/a><\/li><li><a href=\"#h-how-i-work\" data-level=\"2\">Hogyan dolgozom<\/a><\/li><li><a href=\"#h-connect\" data-level=\"2\">Kapcsolat<\/a><\/li><\/ul><\/div>\n\n<h2 class=\"wp-block-heading\" id=\"h-path\">\u00dat<\/h2>\n\n<p>Karrierutam az Apple II-k hekkel\u00e9s\u00e9vel kezd\u0151d\u00f6tt a k\u00f6zmond\u00e1sos kilencvenes \u00e9vekbeli pinc\u00e9ben. \u00c1tvezetett a neh\u00e9ziparon, k\u00f6zt\u00fck egy vasm\u0171v\u00f6n \u00e9s egy er\u0151m\u0171v\u00f6n, ahol nyelvi specialistak\u00e9nt dolgoztam. Innen egy washingtoni toronyh\u00e1z irod\u00e1j\u00e1ba vezetett az utam, ahol a posztszovjet olaj- \u00e9s g\u00e1ziparhoz kapcsol\u00f3d\u00f3 vizsg\u00e1lati munk\u00e1t v\u00e9geztem, a nyelvtud\u00e1somra t\u00e1maszkodva. Ezut\u00e1n beutaztam a vil\u00e1got, mik\u00f6zben egy glob\u00e1lis ford\u00edt\u00f3v\u00e1llalatot vezettem, \u00e9s olyan nagyv\u00e1llalatokat szolg\u00e1ltam ki, mint a BMW, a Mercedes \u00e9s a Siemens. Kiemelked\u0151 \u00e1llom\u00e1s volt a Google Ford\u00edt\u00f3 projektj\u00e9hez val\u00f3 hozz\u00e1j\u00e1rul\u00e1s a neur\u00e1lis ford\u00edt\u00e1s \u00e1tt\u00f6r\u00e9se idej\u00e9n. K\u00e9s\u0151bb projektmenedzserk\u00e9nt \u00e9s lokaliz\u00e1ci\u00f3s m\u00e9rn\u00f6kk\u00e9nt t\u00f6bb sz\u00e1z nyelv\u00e9szt ir\u00e1ny\u00edtottam egy washingtoni v\u00e9delmi besz\u00e1ll\u00edt\u00f3n\u00e1l. Hat \u00e9ve senior szoftverm\u00e9rn\u00f6kk\u00e9nt dolgozom egy virginiai v\u00e1llalatn\u00e1l.      <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-results\">Eredm\u00e9nyek<\/h2>\n\n<p>\u00c9p\u00edtettem \u00e9s telep\u00edtettem <a href=\"https:\/\/www.orynycz.com\/hu\/lemko-fordito\/\" type=\"page\" id=\"104\">a vil\u00e1g els\u0151 lemk\u00f3 ford\u00edt\u00f3motorj\u00e1t<\/a>, amellyel a Google Ford\u00edt\u00f3 ukr\u00e1n szolg\u00e1ltat\u00e1s\u00e1n\u00e1l hatszor magasabb, publik\u00e1lt, DARPA \u00e1ltal t\u00e1mogatott BLEU metrikus min\u0151s\u00e9gi pontsz\u00e1mokat \u00e9rtem el. Eredm\u00e9nyeimet m\u00e1s tud\u00f3sokkal is megosztom a Springer Nature <a href=\"https:\/\/www.orynycz.com\/hu\/publikaciok\/\" type=\"page\" id=\"7940\">kiadv\u00e1nyaiban<\/a>, \u00e9s bemutattam \u0151ket a National Defense Industrial Association z\u00e1szl\u00f3shaj\u00f3 I\/ITSEC konferenci\u00e1j\u00e1n, a vil\u00e1g legnagyobb modellez\u00e9si, szimul\u00e1ci\u00f3s \u00e9s k\u00e9pz\u00e9si esem\u00e9ny\u00e9n.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-now\">Most<\/h2>\n\n<p>Ma nagy nyelvi modelleket finomhangolok az alacsony er\u0151forr\u00e1s\u00fa, \u0151shonos, vesz\u00e9lyeztetett, klasszikus \u00e9s \u201ealv\u00f3\u201d nyelvek t\u00e1mogat\u00e1s\u00e1ra. Emellett MI-m\u00e9rn\u00f6k bootcampet \u00e9p\u00edtek, amely a gyakorlati k\u00e9szs\u00e9gekre, val\u00f3s rendszerekre \u00e9s a m\u0171k\u00f6d\u0151 megold\u00e1sok \u00e9les\u00edt\u00e9s\u00e9re f\u00f3kusz\u00e1l. A k\u00e9perny\u0151n k\u00edv\u00fcl \u00f6r\u00f6ks\u00e9gi nyelvi tal\u00e1lkoz\u00f3kat szervezek, \u00e9s street workoutot edzek. <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-education\">Oktat\u00e1s<\/h2>\n\n<p>A krakk\u00f3i Jagell\u00f3 Egyetem Keleti Szl\u00e1v Nyelvek Int\u00e9zet\u00e9ben v\u00e9geztem Lengyelorsz\u00e1gban, II. J\u00e1nos P\u00e1l p\u00e1pa \u00e9s Kopernikusz Mikl\u00f3s egykori egyetem\u00e9n. Az oktat\u00e1s nyelvei a lengyel \u00e9s az orosz voltak, amelyeket a null\u00e1r\u00f3l saj\u00e1t\u00edtottam el. <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-i-work\">Hogyan dolgozom<\/h2>\n\n<p>Ha velem dolgozol, nyugodt v\u00e9grehajt\u00e1sra, magas m\u00e9rc\u00e9re, tesztvez\u00e9relt m\u00e9rn\u00f6ki munk\u00e1ra \u00e9s t\u00e9nyleges \u00e9les\u00edt\u00e9sre sz\u00e1m\u00edthatsz. Azokkal, akik oda\u00e1llnak \u00e9s v\u00e9gigviszik, h\u0171s\u00e9ges \u00e9s egyenes vagyok.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-connect\">Kapcsolat<\/h2>\n\n<p>Mindig sz\u00edvesen megismerek olyan megval\u00f3s\u00edt\u00f3kat, akik k\u00f6vetkezetesen v\u00e9gigviszik, amit elkezdenek. Ha MI, nyelv vagy k\u00e9pz\u00e9s ter\u00fclet\u00e9n k\u00e9zzelfoghat\u00f3 eredm\u00e9nyeket sz\u00e1ll\u00edtasz, <a href=\"https:\/\/www.orynycz.com\/hu\/kapcsolat\/\" type=\"page\" id=\"11203\">\u00edrj r\u00e1m<\/a>. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Petro Orynycz vagyok (\u041f\u0435\u0442\u0440\u043e \u041e\u0440\u0438\u043d\u0438\u0447) \u2014 AI-m\u00e9rn\u00f6k \u00e9s sz\u00e1m\u00edt\u00f3g\u00e9pes nyelv\u00e9sz, lemk\u00f3 gy\u00f6kerekkel \u00e9s kett\u0151s \u00e1llampolg\u00e1rs\u00e1ggal. \u00d6r\u00f6ks\u00e9gnyelvi \u00e9s \u0151slakos nyelvi k\u00f6z\u00f6ss\u00e9geknek LLM-eket tan\u00edtok, finomhangolok \u00e9s \u00e9les\u00edtek, k\u00fcl\u00f6n\u00f6sen alacsony er\u0151forr\u00e1s\u00fa (kev\u00e9s adat\u00fa) k\u00f6rnyezetekben. Washington, DC-b\u0151l sz\u00e1rmazom. Lemk\u00f3 gy\u00f6kereim Torysky, Medzilaborce \u00e9s Zahoczewie falvaihoz k\u00f6t\u0151dnek (a mai Lengyelorsz\u00e1g \u00e9s Szlov\u00e1kia). Ez egy transzatlanti diaszp\u00f3rat\u00f6rt\u00e9net \u2014 Andy Warholt\u00f3l A [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":12765,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"petro-bare-tight","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-7771","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>MI-m\u00e9rn\u00f6k: Utam a nyelvekt\u0151l a technol\u00f3gi\u00e1ig | Orynycz Petro<\/title>\n<meta name=\"description\" content=\"Ismerd meg az amerikai magyar MI-m\u00e9rn\u00f6k\u00f6t, aki megalkotta az els\u0151 neur\u00e1lis lemk\u00f3 ford\u00edt\u00f3motort, \u00e9s LLM-eket tan\u00edt h\u00e1tt\u00e9rbe szorult nyelvek t\u00e1mogat\u00e1s\u00e1ra.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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