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.
Dubawa
By training on textbook-quality and synthetic data, tiny Phi models punch far above their parameter count.
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 ya fi girma danye. 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 ƙaranci, ƙaramar amo 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.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar Microsoft Phi
Microsoft yana tura Phi zuwa kan na'ura da amfani mai amfani inda latency, sirri, da farashi ke kawar da gizagizai. Yi tsammanin haɓakar Windows da Copilot+ PC mai ƙarfi, bambance-bambancen multimodal (hangen nesa da sauti), da ci gaba da ƙirar masana'anta waɗanda ke kunna juzu'in juzu'i kowace alama. Mafi girman yanayin Phi ya inganta, cewa bayanan mai kaifin basira sun mamaye sikelin, yana sake fasalin yadda masana'antar gaba dayan masana'antu ke horar da samfura, musamman don wayoyi, IoT, da yanayin yanayin layi inda ƙananan ƙira masu ƙarfi suka yi nasara.
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
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.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Microsoft Phi quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Jagora na gaba
Microsoft AI
Tambayoyin da ake yawan yi
What is 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.
Menene ainihin jigo a bayan samfuran Phi, wanda aka kama a cikin sanannen taken takarda?
Takardar Phi-1 ta kasance mai taken 'Littattafan Rubuce-rubuce Ne Duk Abin da kuke Bukata,' suna jayayya cewa inganci, ingantaccen bayanai yana da mahimmanci fiye da ma'auni.
Kusan sigogi nawa ne Phi-3-mini ke da shi?
Phi-3-mini yana da kusan sigogi biliyan 3.8, yana mai da shi ƙarami don yin aiki akan wayar yayin da yake ci gaba da aiki sosai.
Ta yaya Microsoft ke samar da yawancin bayanan horon Phi?
Microsoft yana amfani da samfura masu ƙarfi kamar GPT-4 don samar da tsaftataccen motsa jiki da kuma tace rubutun yanar gizo don ƙimar ilimi.
Wane nau'in samfurin 'SLM' yake nufi, kamar yadda ake amfani da shi don Phi?
An siffanta Phi azaman Ƙarshen Harshe Model (SLM), yana mai da hankali kan iyawa a ƙaramin girman.
Menene maɓalli mai amfani na ƙaramin girman Phi?
Saboda samfuran Phi suna da ƙarfi, suna iya aiki a cikin gida akan kayan masarufi, ba da damar sirri, rashin jinkiri, da amfani da layi.