Dubawa
Microsoft Phi iyali ne na ƙananan nau'ikan harshe waɗanda ke tabbatar da sarrafa bayanan a hankali na iya yin hamayya da ma'aunin ƙarfi. Ta hanyar horarwa akan ingancin littafin karatu da bayanan roba, ƙananan ƙirar Phi suna yin nisa sama da ƙidayar sigar su.
Microsoft An fi fahimtar Phi a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar tsarin muhalli.
Zurfafa nutsewa
Phi shine Microsoft Layi na bincike na ƙananan ƙirar harshe (SLMs) wanda aka ƙaddamar a cikin 2023 tare da Phi-1, ƙirar ƙira-biliyan 1.3. Ƙididdigar jagora, wanda aka ɗauka a cikin taken takarda 'Littattafan Rubutu Duk Abin da kuke Bukata ne,' shine ingancin bayanai yana da mahimmanci fiye da ɗanyen girma. Maimakon goge gaba dayan gidan yanar gizon, Microsoft sun horar da Phi akan abubuwan da aka tsara, masu kama da littafin karatu tare da atisayen roba da GPT-4 ke samarwa. Fitowar da ta biyo baya ta daidaita wannan ra'ayin: Phi-2 (2.7B), Phi-3 (3.8B 'mini' har zuwa 14B 'matsakaici'), da Phi-3.5 tare da hangen nesa da bambance-bambancen masana. Duk da girman su, samfuran Phi sun dace ko sun doke ƙwararrun masu fafatawa akan tunani da ma'aunin lissafi, kuma suna aiki da kyau akan kwamfyutoci, wayoyi, da na'urorin gefen. Ana fitar da samfuran a bayyane ƙarƙashin lasisin izini.
Fahimtar Fasaha
Gefen Phi ya fito ne daga haɓakar bayanan roba da tacewa. Microsoft yana amfani da manyan samfura kamar GPT-4 don rubuta tsattsauran misalan da aka tsara ta hanyar koyarwa da kuma ƙima rubutun yanar gizo don 'darajar ilimi,' adana manyan takaddun sigina kawai. Wannan hadaddiyar horarwa mai ƙarancin hayaniya ta ba da damar ƙirar 3.8B ta koyi tsarin tunani wanda yawanci yana buƙatar dubun dubatar biliyoyin sigogi. Phi-3-mini yana amfani da taga mahallin 4K ko 128K da kuma kayan aikin gyara na'ura mai kama da Llama, yana sauƙaƙa turawa tare da kayan aikin da ake dasu.
Jagoran Microsoft Phi
Microsoft Phi iyali ne na ƙananan nau'ikan harshe waɗanda ke tabbatar da sarrafa bayanai a hankali na iya yin hamayya da ma'aunin ƙarfi. Ta hanyar horarwa akan ingancin littafin karatu da bayanan roba, ƙananan ƙirar Phi suna yin nisa sama da ƙidayar sigar su. Microsoft An fi fahimtar Phi a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar tsarin muhalli. Don haɓaka fahimta mai zurfi, ɗauki Microsoft Phi azaman ƙirar aiki, ba fasali ɗaya ba: ayyana sakamakon da ake so, fayyace zato, kuma raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Microsoft Phi suna tantance dabarun mai siyarwa, amincin taswirar hanya, da kuma 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
Gudun mataimakin codeing na layi kai tsaye akan kwamfutar tafi-da-gidanka ba tare da aika lamba zuwa gajimare ba
Ƙaddamar da fasalulluka akan na'ura a cikin Kwamfutoci na Copilot+ da aikace-aikacen wayar hannu inda ƙananan latency ke da mahimmanci
Haɗa samfurin tunani cikin IoT ko kayan aiki na gefe tare da ƙayyadaddun ƙwaƙwalwar ajiya kuma babu intanet
Masu bincike suna tarar ƙarami, samfurin Phi mai lasisi a bayyane don takamaiman yanki na chatbot a rahusa
Hanyoyin Aiwatarwa
Microsoft Phi a aikace
Gudun mataimakin codeing na layi kai tsaye akan kwamfutar tafi-da-gidanka ba tare da aika lamba zuwa gajimare ba.
Gudun mataimakin coding na layi kai tsaye akan kwamfutar tafi-da-gidanka ba tare da aika lamba ga ƙungiyoyin gajimare yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Microsoft Phi a aikace
Ƙaddamar da fasalulluka akan na'ura a cikin Kwamfutoci na Copilot+ da aikace-aikacen wayar hannu inda ƙananan latency ke da mahimmanci.
Ƙaddamar da fasalulluka na na'ura a cikin kwamfutoci na Copilot+ da aikace-aikacen hannu inda ƙananan al'amuran latency Ƙungiyoyi yawanci suna samun sakamako mafi kyau idan sun ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Microsoft Phi a aikace
Haɗa samfurin tunani cikin IoT ko kayan aiki na gefe tare da ƙayyadaddun ƙwaƙwalwar ajiya kuma babu intanet.
Haɓaka samfurin tunani a cikin IoT ko kayan aiki na gefe tare da ƙayyadaddun ƙwaƙwalwar ajiya kuma babu Ƙungiyoyin intanit yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙima masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don lamuran gefe, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Microsoft Phi a aikace
Masu bincike suna tarar ƙarami, samfurin Phi mai lasisi a bayyane don takamaiman yanki na chatbot mai rahusa.
Masu bincike suna daidaita ƙaramin, samfurin Phi mai lasisi a bayyane don takamaiman yanki na chatbot mai rahusa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin duk nasarorin samarwa da ƙimar kuskure akan 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.