\u00cbsht\u00eb paraqitur nj\u00eb set i hapur mjetesh OpenChatKit, i fokusuar n\u00eb thjeshtimin e krijimit t\u00eb chat-bot\u00ebve p\u00ebr aplikime t\u00eb specializuara dhe t\u00eb p\u00ebrgjithshme. Sistemi \u00ebsht\u00eb i p\u00ebrshtatur p\u00ebr t\u00eb kryer detyra si p\u00ebrgjigjja n\u00eb pyetje, zhvillimi i dialog\u00ebve shum\u00ebfazor\u00eb, p\u00ebrmbledhja, nxjerrja e informacionit dhe klasifikimi i tekstit. Kodi \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn Python dhe shp\u00ebrndahet n\u00ebn licenc\u00ebn Apache 2.0. Projekte p\u00ebrfshin nj\u00eb model t\u00eb gatsh\u00ebm, kodin p\u00ebr trajnim t\u00eb modelit tuaj, mjete p\u00ebr testimin e rezultateve t\u00eb pun\u00ebs s\u00eb modelit, si dhe mjete p\u00ebr plot\u00ebsimin e modelit me kontekst nga indekse t\u00eb jashtme dhe p\u00ebrshtatjen e modelit baz\u00eb p\u00ebr zgjidhjen e detyrave specifike. <\/p>\n
Si baz\u00eb p\u00ebr botin, proponohet nj\u00eb model i thjesht\u00eb i m\u00ebsimit t\u00eb makinerive (GPT-NeoXT-Chat-Base-20B), i nd\u00ebrtuar me nj\u00eb model gjuh\u00ebsor q\u00eb mbulon rreth 20 miliard parametra dhe \u00ebsht\u00eb optimizuar p\u00ebr komunikim t\u00eb bisedave. P\u00ebr trajnimin e modelit jan\u00eb p\u00ebrdorur t\u00eb dh\u00ebna t\u00eb marra nga koleksionet e projekteve LAION, Together dhe Ontocord.ai. <\/p>\n
P\u00ebr t\u00eb zgjeruar baz\u00ebn e njohurive ekzistuese, ofrohet nj\u00eb sistem q\u00eb \u00ebsht\u00eb n\u00eb gjendje t\u00eb nxjerr\u00eb informacion t\u00eb shtuar nga depo t\u00eb jashtme, API dhe burime t\u00eb tjera. P\u00ebr shembull, \u00ebsht\u00eb e mundur t\u00eb azhurnohet informacioni duke p\u00ebrdorur t\u00eb dh\u00ebna nga Wikipedia dhe kanalet e lajmeve. P\u00ebrve\u00e7 k\u00ebsaj, \u00ebsht\u00eb n\u00eb dispozicion nj\u00eb model p\u00ebr moderimin, e trajnuar me 6 miliard parametra, e bazuar n\u00eb modelin GPT-JT dhe e destinuar p\u00ebr filtrimin e pyetjeve t\u00eb pap\u00ebrshtatshme ose p\u00ebr kufizimin e diskutimeve brenda temave t\u00eb caktuara. <\/p>\n
Ve\u00e7an\u00ebrisht, mund t\u00eb p\u00ebrmendim projektin ChatLLaMA, i cili ofron nj\u00eb bibliotek\u00eb p\u00ebr krijimin e asistent\u00ebve inteligjent\u00eb, t\u00eb ngjash\u00ebm me ChatGPT. Projekti zhvillohet me fokusin n\u00eb mund\u00ebsin\u00eb e ekzekutimit n\u00eb pajisje t\u00eb tjera dhe krijimin e zgjidhjeve t\u00eb personalizuara, t\u00eb konceptuara p\u00ebr t\u00eb mbuluar fusha t\u00eb ngushta njohurish (p.sh., mjek\u00ebsia, juridiku, loj\u00ebrat, k\u00ebrkimi shkencor etj.). Kodi ChatLLaMA ofrohet n\u00ebn licenc\u00ebn GPLv3. <\/p>\n
Projekti mb\u00ebshtet p\u00ebrdorimin e modeleve t\u00eb bazuara n\u00eb arkitektur\u00ebn LLaMA (Large Language Model Meta AI), t\u00eb propozuar nga kompanit\u00eb Meta. Modeli i plot\u00eb LLaMA p\u00ebrfshin 65 miliard\u00eb parametra, por p\u00ebr ChatLLaMA rekomandohet t\u00eb p\u00ebrdoren variantet me 7 dhe 13 miliard\u00eb parametra ose modelet GPTJ (6 miliard\u00eb), GPTNeoX (1.3 miliard\u00eb), 20BOPT (13 miliard\u00eb), BLOOM (7.1 miliard\u00eb) dhe Galactica (6.7 miliard\u00eb). Fillimisht, modelet LLaMA ofrohen vet\u00ebm p\u00ebr k\u00ebrkuesit me nj\u00eb k\u00ebrkes\u00eb speciale, por pasi q\u00eb p\u00ebr dor\u00ebzimin e t\u00eb dh\u00ebnave jan\u00eb p\u00ebrdorur torrente, entuziast\u00ebt p\u00ebrgatit\u00ebn nj\u00eb skript q\u00eb i lejon \u00e7do d\u00ebshiruari t\u00eb shkarkoj\u00eb modelin. \u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 OpenChatKit, \u043d\u0430\u0446\u0435\u043b\u0435\u043d\u043d\u044b\u0439 \u043d\u0430 \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0438\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0447\u0430\u0442\u0431\u043e\u0442\u043e\u0432 \u0434\u043b\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u043e\u0431\u0449\u0435\u0433\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0442\u0430\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447, \u043a\u0430\u043a \u043e\u0442\u0432\u0435\u0442\u044b \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441\u044b, \u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u043c\u043d\u043e\u0433\u043e\u044d\u0442\u0430\u043f\u043d\u044b\u0445 \u0434\u0438\u0430\u043b\u043e\u0433\u043e\u0432, \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u0438\u0435, \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0442\u0435\u043a\u0441\u0442\u0430. \u041a\u043e\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Python \u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache 2.0. \u0412 \u0441\u043e\u0441\u0442\u0430\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0432\u0445\u043e\u0434\u0438\u0442 \u0433\u043e\u0442\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043a\u043e\u0434 \u0434\u043b\u044f \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0438 \u0441\u0432\u043e\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u0443\u0442\u0438\u043b\u0438\u0442\u044b […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-107246","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47OpenChatKit \u00ebsht\u00eb publikuar, nj\u00eb mjet p\u00ebr krijimin e chatbot-eve | ProHoster","description":"U prezantua nj\u00eb mjet i hapur OpenChatKit, i orientuar n\u00eb thjeshtimin e krijimit t\u00eb chatbot-eve p\u00ebr aplikime t\u00eb specializuara dhe t\u00eb p\u00ebrgjithshme.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/news\/opublikovan-openchatkit-instrumentarij-dlya-sozdaniya-chatbotov","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d OpenChatKit, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0447\u0430\u0442\u0431\u043e\u0442\u043e\u0432 | ProHoster","og:description":"\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 OpenChatKit, \u043d\u0430\u0446\u0435\u043b\u0435\u043d\u043d\u044b\u0439 \u043d\u0430 \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0438\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0447\u0430\u0442\u0431\u043e\u0442\u043e\u0432 \u0434\u043b\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u043e\u0431\u0449\u0435\u0433\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f.","og:url":"https:\/\/prohoster.info\/sq\/blog\/news\/opublikovan-openchatkit-instrumentarij-dlya-sozdaniya-chatbotov","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2023-03-13T16:48:30+00:00","article:modified_time":"2023-03-14T12:08:05+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":[],"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/107246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/comments?post=107246"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/107246\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media?parent=107246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/categories?post=107246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/tags?post=107246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"