{"id":878,"date":"2020-03-31T15:39:25","date_gmt":"2020-03-31T13:39:25","guid":{"rendered":"https:\/\/www.cjvt.starkmat.si\/template\/?page_id=878"},"modified":"2023-11-06T12:48:31","modified_gmt":"2023-11-06T11:48:31","slug":"o-projektu","status":"publish","type":"page","link":"https:\/\/www.cjvt.si\/povejmo\/","title":{"rendered":"O programu"},"content":{"rendered":"

O PROGRAMU<\/h1>\n<\/div><\/section><\/div>\n
\n

Klju\u010dni cilj dolgoro\u010dnega raziskovalno-inovacijskega (RRI) programa Prilagodljiva obdelava naravnega jezika s pomo\u010djo velikih jezikovnih modelov<\/strong> (PoVeJMo) je razvoj velikih jezikovnih modelov, ki vplivajo na skoraj celotno podro\u010dje umetne inteligence in strojnega u\u010denja,\u00a0 pomemben vpliv pa imajo tudi na \u0161tevilna druga podro\u010dja in na celotno dru\u017ebo. Novi prostodostopni in ra\u010dunsko u\u010dinkoviti jezikovni modeli bodo osnova za napredne aplikacije na podro\u010dju medicine, humanistike, v industrijskem okolju in pri razvoju programske opreme. Veliki generativni jezikovni modeli in njihova prilagoditev za sledenje ukazom in dialo\u0161ko komunikacijo bodo zagotovili tudi temeljno infrastrukturo za aplikacije umetne inteligence v slovenskem jeziku.<\/p>\n<\/blockquote>\n<\/div><\/section><\/div>\n

Na kratko<\/h3>\n

Izjemno veliki jezikovni modeli, kot sta\u00a0 ChatGPT in GPT-4, so za nekatere naloge pokazali izjemen napredek in spro\u017eili plaz razvoja aplikacij umetne inteligence. Zaradi zaprtosti in netransparentnosti, visokih ra\u010dunskih zahtev in visoke cene prilagoditev pa so nedosegljivi za ve\u010dino raziskovalnih organizacij in podjetij. Po drugi strani so se v zadnjem \u010dasu pojavili bistveno manj\u0161i, odprtodostopni modeli, kot je LLaMA-2, ki jih je mo\u017eno nau\u010diti ali prilagoditi za posamezne naloge na obi\u010dajnih GPU ra\u010dunalnikih, in dosegajo (skoraj) enako kakovost delovanja.<\/p>\n

V programu bomo razvili ve\u010d ra\u010dunsko u\u010dinkovitih odprtodostopnih velikih jezikovnih modelov. Zgrajen odprtodostopen model SloLLaMa za sloven\u0161\u010dino bo prvi tak model za morfolo\u0161ko bogat jezik z malo viri. Pripravili bomo korpus za sledenje ukazom, ki bo osnova za nadaljnje prilagoditve modela SloLLaMa specifi\u010dnim potrebam aplikacij, na voljo pa bo tudi za \u0161ir\u0161o akademsko in industrijsko rabo. V aplikativnih projektih bomo osnovni model SloLLaMa prilagajali\u00a0na naslednje na\u010dine.<\/p>\n

    \n
  1. Za pripravo predstavitvenih gradiv in predstavitve podatkov v muzejski rabi\u00a0ter za napredne muzejske interaktivne aplikacije.<\/li>\n
  2. Za uporabo pri prepoznavanju in sintezi slovenskega govora, kjer bomo z ra\u010dunsko u\u010dinkovito ina\u010dico modela SloLLaMa omogo\u010dili integracijo govornih tehnologij v napredne industrijske aplikacije.<\/li>\n
  3. Za uporabo v medicini, kjer bomo model SloLLaMa prilagodili z medicinskimi besedili in ukazi s podro\u010dja klini\u010dne in ambulantne rabe.<\/li>\n
  4. Za uporabo pri generiranju infrastrukturne kode, kjer bomo tehnologije za ra\u010dunsko u\u010dinkovite velike jezikovne modele in razvite cevovode za izgradnjo ukaznih in dialo\u0161kih u\u010dnih mno\u017eic uporabili za generiranje opisa ra\u010dunalni\u0161ke infrastrukture v programski kodi.<\/li>\n<\/ol>\n

    Poleg\u00a0 aplikacij bo projekt zgradil \u0161e\u00a0temeljno infrastrukturo za aplikacije umetne inteligence v sloven\u0161\u010dini ter razvil re\u0161itve, ki bodo koristne za druge jezike z malo viri<\/p>\n<\/div><\/section><\/div>\n

    PROJEKTI<\/span><\/a><\/div><\/div>\n
    <\/div>
    PARTNERJI<\/span><\/a><\/div><\/div>
    <\/div>
    CILJI<\/span><\/a><\/div><\/div><\/p>\n
    <\/div>
    REZULTATI<\/span><\/a><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","inline_featured_image":false,"episode_type":"","audio_file":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","footnotes":""},"class_list":["post-878","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nO programu - 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