Dubawa
Cibiyar Allen don AI (AI2) wani ɗakin bincike ne mai zaman kansa na Seattle wanda aka kafa ta Microsoft co-kafa Paul Allen a cikin 2014. Yana da mahimmanci saboda yana samar da cikakken buɗaɗɗen samfuran AI, bayanan bayanai, da kayan aiki azaman amfanin jama'a maimakon samfur mai riba.
An fi fahimtar Cibiyar Allen don AI a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar muhalli.
Zurfafa nutsewa
An ƙaddamar da AI2 a cikin 2014 tare da manufar 'AI don amfanin gama gari,' wanda Paul Allen ya ba da kuɗin farko kuma masanin kimiyyar kwamfuta Oren Etzioni ya jagoranta tsawon shekaru. Ba kamar dakunan gwaje-gwaje na kasuwanci ba, AI2 na bugawa a fili: takardu, lamba, bayanan horo, da ma'aunin ƙira. Ayyukan da aka fi sani da shi sun haɗa da Masanin ilimin Semantic, injin bincike na ilimi kyauta wanda ke nuna sama da takardu miliyan 200; AllenNLP, ɗakin karatu na sarrafa harshe da ake amfani da shi sosai; da dangin OLMo (Buɗewar Harshe Model), wanda ke sakin ba kawai ma'auni ba amma cikakkun bayanan horo da girke-girke. AI2 kuma ya fitar da tsarin bayanan Dolma da kuma ƙirar Tulu da aka daidaita. Kayayyakin sa sun haɗa da AI2 Incubator. Abin da aka ba da fifiko a ko'ina shine mai yiwuwa, kimiyyar gaskiya.
Fahimtar Fasaha
AI2's OLMo sananne ne a matsayin samfurin 'buɗewa na gaske': tare da ma'aunin nauyi yana jigilar Dolma pretraining corpus (kimanin alamun tiriliyan uku), lambar horo, wuraren bincike na tsaka-tsaki, da wuraren tantancewa. Wannan yana ba masu binciken waje damar sake haifar da horo, bincika ainihin abin da bayanai suka tsara samfurin, da kuma nazarin yadda iyawa ke fitowa. Yawancin nau'ikan ''buɗaɗɗen nauyi' suna sakin ma'aunin ƙarshe ne kawai, don haka cikakkiyar fa'ida ta AI2 sabon abu ne kuma mai kima ga binciken kimiyya.
Mastering Allen Institute for AI
Cibiyar Allen don AI (AI2) wani ɗakin bincike ne mai zaman kansa na Seattle wanda aka kafa ta Microsoft co-kafa Paul Allen a cikin 2014. Yana da mahimmanci saboda yana samar da cikakken buɗaɗɗen samfuran AI, bayanan bayanai, da kayan aiki azaman amfanin jama'a maimakon samfur mai riba. An fi fahimtar Cibiyar Allen don AI a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar muhalli. Don gina zurfin fahimta, kula da Cibiyar Allen don AI a matsayin samfurin aiki, ba nau'i ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya dogara da abin da har yanzu yana buƙatar yanke shawara na gwani.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Cibiyar Allen don AI suna kimanta dabarun mai siyarwa, amincin taswirar hanya, da haɗarin kulle-kulle kafin aikatawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Masu bincike suna amfani da Masanin Ilimin Semantic don bincika da samun taƙaitawar AI-generated (TLDRs) a cikin takaddun ilimi 200+ miliyan.
Masu haɓakawa suna haɓakawa da nazarin horon ƙirar harshe ta amfani da cikakkiyar ma'aunin ma'auni, lamba, da bayanan Dolma na OLMo.
Ƙungiyoyin NLP suna gina bututun sarrafa rubutu tare da buɗe tushen ɗakin karatu na AllenNLP da abubuwan da aka riga aka horar da su.
Masana kimiyyar kiyayewa suna amfani da dandamalin Skylight na AI2 don gano kamun kifi ba bisa ka'ida ba daga tauraron dan adam da bayanan sa ido na jirgin ruwa.
Hanyoyin Aiwatarwa
Cibiyar Allen don AI a aikace
Masu bincike suna amfani da Masanin Ilimin Semantic don bincika da samun taƙaitawar AI-generated (TLDRs) a cikin takaddun ilimi 200+ miliyan.
Masu bincike suna amfani da Scholar Semantic don bincika da samun taƙaitaccen bayanin AI-generated (TLDRs) a cikin takaddun ilimi miliyan 200+ Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Cibiyar Allen don AI a aikace
Masu haɓakawa suna haɓakawa da nazarin horon ƙirar harshe ta amfani da cikakkiyar ma'aunin ma'auni, lamba, da bayanan Dolma na OLMo.
Masu haɓakawa suna haɓakawa da nazarin horon ƙirar harshe ta amfani da cikakkiyar ma'auni na OLMo da aka saki, lambar, da Ƙungiyoyin bayanan Dolma yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da ƙimar kuskure a kan lokaci.
Cibiyar Allen don AI a aikace
Ƙungiyoyin NLP suna gina bututun sarrafa rubutu tare da buɗe tushen ɗakin karatu na AllenNLP da abubuwan da aka riga aka horar da su.
Ƙungiyoyin NLP suna gina bututun sarrafa rubutu tare da ɗakin karatu na AllenNLP mai buɗewa da abubuwan da aka riga aka horar da su Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Cibiyar Allen don AI a aikace
Masana kimiyyar kiyayewa suna amfani da dandamalin Skylight na AI2 don gano kamun kifi ba bisa ka'ida ba daga tauraron dan adam da bayanan sa ido na jirgin ruwa.
Masana kimiyyar kiyayewa suna amfani da dandamalin Skylight na AI2 don gano kamun kifi ba bisa ka'ida ba daga tauraron dan adam da bayanan bin diddigin jiragen ruwa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samar da kayayyaki da tsadar kuɗi na tsawon lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.