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Google Gemini

Google Gemini ndeye Google Mhuri yeDeepMind yemhando dzemhando dzeAI dzemhando dzakasiyana-siyana dzinokwanisa kushandisa zvinyorwa, mifananidzo, audio, vhidhiyo, nekodhi.

2 min verengaLast update

Pfupiso

It powers Google's chatbot, Search overviews, and Workspace, and competes head-to-head with OpenAI's GPT models.

Kudzika Kwakadzika

Gemini yakatangwa muna Zvita 2023 mumasize matatu: Ultra, Pro, uye Nano (iyo pa-mudziyo vhezheni inoshanda paPixel mafoni). Kusiyana nemhando dzekare dzakavharirwa pane imwe encoder yechiratidzo, Gemini yakadzidziswa kubva pakutanga pamavara, mifananidzo, odhiyo, uye vhidhiyo, saka inokwanisa, semuenzaniso, kuona vhidhiyo isina ruzha uye kutsanangura zviri kuitika. Chizvarwa che Gemini 1.5 chakaunza dhizaini yeMusanganiswa-we-Nyanzvi uye hwindo rakakura remamiriro ekunze, kutanga miriyoni kozosvika miriyoni maviri tokeni, anokwana kupinza macodebases, maPDF marefu, kana maawa evhidhiyo panguva imwe chete. Gemini yakatsiva zvese Bard (iyo chatbot) uye yekare PaLM-based APIs yekuvandudza, kubatanidza Google's mutengi uye bhizinesi AI pasi pemhando imwe chete uye masimba ekushandisa pane ese Android, Chrome, uye Workspace.

Technical Insight

Gemini iTransformer-based, decoder-style modhi yakadzidziswa neMixture-of-Experts (MoE) architecture mune ayo 1.5+ zvizvarwa: pachinzvimbo chekumisikidza maparamendi ese echiratidzo chega chega, router inotumira chiratidzo chega chega kune diki subset yehunyanzvi 'nyanzvi yekucheka' subnetworks. Yayo yerudzi rwemultimodality inoreva mifananidzo, odhiyo, uye vhidhiyo inoiswa munhevedzano yakafanana neyemavara, ichirega imwe yekutarisisa nzira ikonzerese yakabatana pane ese modalities pane kusona akasiyana mamodheru pamwechete.

Strategic Impact

Vendor strategy

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.

Mutengo uye bhajeti

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.

Ngozi uye kuchengeteka

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.

Ramangwana re Google Gemini

Google iri kusundidzira Gemini kuhunhu hweagent, modhi dzinoronga, dzinoshandisa maturusi, uye kutora nhanho dzakawanda-nhanho pachinzvimbo chemushandisi, zvinoratidzwa nekuedza kutsvaga seProjekti Astra (chaiyo-nguva multimodal mubatsiri) uye Project Mariner (web vamiririri). Tarisira kusanganisa kwakadzama pane ese Android, Chrome, uye Workpace, kureba uye zvakachipa mamiriro windows, uye pane-mudziyo Nano akasiyana anoita zvakanyanya munharaunda kuvanzika. Kubatana zvakasimba ne Google Kutsvaga uye tensor-optimized TPU hardware zvingangoramba zvichidzika pasi latency uye mutengo.

Real-World Implementation

Kupfupikisa 1,500-peji PDF kana vhidhiyo yehurukuro yeawa yakareba yakaiswa zvakananga mu Gemini app

Kugadzira AI Overviews pamusoro pe Google Tsvakiridzo yemibvunzo yakaoma

Kunyora maemail, kupfupisa threads, uye kuongorora maspredishiti mukati meGmail, Docs, uye Sheets kuburikidza neGemini muWorkspace

Iri kushanda pamudziyo zvakaita sepfupiso dzenhare uye mhinduro dzakangwara kuburikidza neGemini Nano pamafoni ePixel pasina kutumira data kumakore

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

1

Ongorora vanopa uchishandisa ako ega mabasa uye dataset.

2

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.

3

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.

4

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.

Ramba Uchiongorora

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What is Google Gemini?

Google Gemini ndeye Google Mhuri yeDeepMind yemhando dzemhando dzeAI dzemhando dzakasiyana-siyana dzinokwanisa kushandisa zvinyorwa, mifananidzo, audio, vhidhiyo, nekodhi. Inopa simba Google's chatbot, Search overview, uye Workspace, uye inokwikwidza musoro nemusoro ne OpenAI's GPT modhi.

Zvinorevei kuti Gemini is 'natively multimodal'?

Native multimodality zvinoreva mifananidzo, odhiyo, uye vhidhiyo inoiswa munhevedzano yakafanana neyemavara uye kudzidziswa pamwe chete, pane kubatanidza yakaparadzana yekuona encoder kune chinyorwa-chete modhi.

Ndeipi Gemini saizi yakagadzirwa kuti ishande yakananga pamudziyo, sepamafoni ePixel?

Gemini Nano ndiwo musiyano mudiki, wakakwenenzverwa kuti ushande munharaunda yako pamidziyo yakaita sePixel nhare dzemhando dzakadai sepfupiso yekufona uye mhinduro dzakangwara.

Ndechipi chigadzirwa chakatsiviwa ne Gemini se Google's consumer chatbot?

Google yakashandura iyo Bard chatbot kuti Gemini, ichibatanidza mubatsiri wayo weAI pasi pezita re Gemini.

Ndeipi nzira yekuvaka inoshandiswa ne Gemini 1.5+ modhi kuti ivandudze kushanda zvakanaka?

Musanganiswa-we-Nyanzvi nzira dzechiratidzo chega chega kune diki subset yeanyanzvi subnetworks, saka haasi ese ma paramita anogadziriswa kune yega tokeni, kuchengetedza komputa.

Hwindiro remamiriro ekunze rinenge rakakura sei Gemini 1.5, richiita kuti ikwanise kupinza macodebases ese kana maawa evhidhiyo?

Gemini 1.5 yakaunza mamiriro windows e1 miriyoni tokens, yakazowedzerwa kusvika 2 miriyoni, yakakura zvekuti inokwanisa kugadzira magwaro marefu, macodebase, kana vhidhiyo.