Overview
Microsoft Phi imhuri yemhando dzemitauro midiki inotaridza kungwarira kugadzirisa data kunogona kukwikwidza chikero che brute-force. Nekudzidziswa pane zvinyorwa-mhando uye data rekugadzira, madiki maPhi modhi anorova kure pamusoro pekuverenga kwavo parameter.
Microsoft Phi inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye kudyidzana kwe ecosystem.
Deep Dive
Phi ndeye Microsoft Tsanangudzo yetsvakiridzo yemhando dzemitauro midiki (SLMs) yakatangwa muna 2023 nePhi-1, 1.3-bhiriyoni-parameta yekukodha modhi. Iyo inotungamira thesis, yakatorwa mumusoro webepa 'Mabhuku Ezvinyorwa Ndiwo Zvese Zvaunoda,' ndeyekuti mhando yedata inonyanya kukosha kupfuura saizi yakabikwa. Panzvimbo pekukwenya dandemutande rese, Microsoft akadzidzisa Phi pane zvakarongwa, zvakaita semabhuku ezvinyorwa pamwe nezviitwa zvekugadzira zvakagadzirwa neGPT-4. Kuburitswa kwakatevedzana kwakaisa pfungwa iyi: Phi-2 (2.7B), Phi-3 (3.8B 'mini' kusvika 14B 'pakati'), uye Phi-3.5 ine muono uye musanganiswa-we-nyanzvi akasiyana. Zvisinei nehukuru hwadzo, maPhi modhi anofananidza kana kurova vakakurisa vakwikwidzi pakufunga uye mabhenji mabhenji, uye anomhanya nemalaptop, mafoni, uye edge zvishandiso. Iwo mamodheru anoburitswa pachena pasi pemarezinesi emvumo.
Technical Insight
Phi's mupendero unobva kukugadzira data kugadzirwa uye kusefa. Microsoft inoshandisa mamodheru makuru seGPT-4 kunyora mienzaniso yakachena, yakarongwa zvine mutsindo uye kuwana zvinyorwa zvepawebhu 'zvakakosha pakudzidzisa,' vachingochengeta zvinyorwa zvepamusoro. Uyu musanganiswa wakakora, wakaderera-ruzha kudzidzisa unoita kuti 3.8B modhi idzidze kufunga maitiro ayo anowanzoda makumi emabhiriyoni emaparamita. Phi-3-mini inoshandisa 4K kana 128K hwindo remukati uye transformer decoder architecture yakafanana neLlama, zvichiita kuti zvive nyore kuendesa nemidziyo iripo.
Hunyanzvi Microsoft Phi
Microsoft Phi imhuri yemhando dzemitauro midiki inotaridza kungwarira kugadzirisa data kunogona kukwikwidza chikero che brute-force. Nekudzidziswa pane zvinyorwa-mhando uye data rekugadzira, madiki maPhi modhi anorova kure pamusoro pekuverenga kwavo parameter. Microsoft Phi inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye kudyidzana kwe ecosystem. Kuti uvake kunzwisisa kwakadzama, bata Microsoft Phi semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvaunoda, jekesa fungidziro, uye patsanura zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Microsoft Phi vanoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara-mukati usati waita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Kumhanyisa mubatsiri wekukodha pasina Indaneti zvakananga palaptop pasina kutumira kodhi kune gore
Kugonesa pane-mudziyo maficha muCopilot + PC uye nharembozha uko kuderera latency zvine basa
Kumisikidza modhi yekurangarira muIoT kana mupendero Hardware ine ndangariro shoma uye isina internet
Vatsvagiri vanogadzirisa diki, rine rezinesi pachena Phi modhi yedomasi-chaiyo chatbot zvakachipa.
Maitiro Ekuita
Microsoft Phi ndiri kuita
Kumhanyisa mubatsiri wekukodha pasina Indaneti zvakananga palaptop pasina kutumira kodhi kune gore.
Kumhanyisa mubatsiri wekodha isina mhepo yakananga palaptop pasina kutumira kodhi kumakore Zvikwata zvinowanzowana mhedzisiro iri nani kana vachinge vatsanangudza mhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Microsoft Phi ndiri kuita
Kugonesa pane-mudziyo maficha muCopilot + PC uye nharembozha uko kuderera latency zvine basa.
Kuisa simba pane-mudziyo maficha muCopilot + maPC uye nharembozha uko kwakaderera latency nyaya Matimu anowanzo kuwana mhedzisiro kana atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Microsoft Phi ndiri kuita
Kumisikidza modhi yekurangarira muIoT kana mupendero Hardware ine ndangariro shoma uye isina internet.
Kumisikidza modhi yekufunga muIoT kana mupendero hardware ine ndangariro shoma uye pasina Matimu eInternet anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Microsoft Phi ndiri kuita
Vatsvaguri vanogadzirisa diki, rakavhurika rezinesi Phi modhi yedomasi-chaiyo chatbot zvakachipa.
Vatsvagiri vanogadzirisa diki, rakavhurika rezinesi Phi modhi yedomasi-chatbot chatbot zvakachipa Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.