- Nemotron 3 imhuri yakavhurika yemamodeli, data, uye maraibhurari akatarisana neAI yemumiriri uye masisitimu emumiriri akawanda.
- Inosanganisira saizi nhatu dzeMoE (Nano, Super neUltra) ine dhizaini yakasanganiswa uye kudzidziswa kunoshanda kwe4-bit paNVIDIA Blackwell.
- Nemotron 3 Nano yava kuwanikwa muEurope kuburikidza neHugging Face, public clouds uye seNIM microservice, ine hwindo rema token miriyoni imwe chete.
- Nzvimbo iyi ine data rakakura, NeMo Gym, NeMo RL uye Evaluator yekudzidzisa, kugadzirisa uye kuongorora vamiriri veAI vega.
Mujaho wehungwaru hwekugadzira uri kubva pakushandisa machatbots ari nyore, akaparadzana kuenda kuma agent system anoshanda pamwe chete, anotarisira mabasa marefu, uye anoda kuongororwa. Muchiitiko ichi chitsva, NVIDIA yasarudza kutora danho rakajeka: kuvhura kwete mamodheru chete, asiwo data nezvishandisokuitira kuti makambani, hurumende dzehurumende nenzvimbo dzekutsvagisa vagone kuvaka mapuratifomu avo eAI nekutonga kwakawanda.
Kufamba ikoko kunoitika mu Nemotron 3, mhuri yemamodeli akavhurika akagadzirirwa kushandisa maAI akawanda Inotsvaga kusanganisa mashandiro epamusoro, mari shoma yekufungidzira, uye kujekesa. Chirongwa ichi hachisi chekungoshandisa chatbot chete, asi se hwaro hwekutumira vamiririri vanoronga, vanoronga uye vanoita mabasa akaomarara muzvikamu zvinodzorwaIzvi zvinonyanya kukosha muEurope neSpain, uko kuzvitonga kwedata uye kutevedzera mitemo kwakakosha.
Mhuri yakavhurika yemamodeli eAI inoshanda uye yakazvimirira
Nemotron 3 inoratidzwa se ecosystem yakakwana: mamodheru, madhatabhesi, maraibhurari, uye mabikirwo ekudzidzisa pasi pemarezenisi akavhurika. Pfungwa yeNVIDIA ndeyekuti masangano haangoshandisi AI sebasa risinganzwisisike chete, asi anogona kuongorora zviri mukati, kugadzirisa mamodheru aya kumadhomini avo, uye kuaisa pazvivakwa zvavo, kungave mugore kana munzvimbo dzedata dzemunharaunda.
Kambani iyi inotsanangura hurongwa uhwu mukati mekuzvipira kwayo ku Changamire AIHurumende nemakambani muEurope, South Korea, nedzimwe nzvimbo dziri kutsvaga dzimwe nzira dzekushandisa kunze kwehurongwa hwakavharwa kana hwekunze, idzo dzinowanzo kusawirirana nemitemo yavo yekudzivirira data kana zvinodiwa neongororo. Nemotron 3 ine chinangwa chekuva hwaro hwehunyanzvi hwekuvaka mamodheru enyika, emapato, kana emakambani ane kuoneka nekudzora kwakanyanya.
Mukufanana, NVIDIA inosimbisa nzvimbo yayo kupfuura hardwareKusvika pari zvino, yainyanya kuve mupi weGPU; neNemotron 3, inozviisawo muchikamu chezvishandiso zvekugadzira nekudzidzisa, ichikwikwidzana zvakananga nevatambi vakaita seOpenAI, Google, Anthropic, kana kunyange Meta, uye nemamodeli epamusoro akadai se SuperGrok HeavyMeta yave ichideredza kuzvipira kwayo kune mawebhusaiti akavhurika muzvizvarwa zvazvino zveLlama.
Kune vekuEurope vanotsvaga nekugadzira mapurogiramu matsva—vachinyanya kuvimba nemamodheru akavhurika ari pamapuratifomu akaita seHugging Face—kuwanikwa kwezviremba, data rekugadzira, uye maraibhurari pasi pemarezenisi akavhurika kunomiririra imwe nzira ine simba kune Mhando dzechiChinese uye maAmerican anotonga mukurumbira uye kurongwa kwezvibodzwa.
Maumbirwo eHybrid MoE: kushanda zvakanaka kwevamiririri vakuru
Chinhu chikuru chehunyanzvi cheNemotron 3 ndechekuti Magadzirirwo emhando dzakasiyana dzemusanganiswa wenyanzvi dzakavanda (MoE)Panzvimbo pekushandisa ma parameter ese emuenzaniso mukufungidzira kwega kwega, chikamu chidiki chete ndicho chinobatidzwa, boka revanyanzvi vanonyanya kukosha pabasa kana tokeni iri kutaurwa.
Iyi nzira inobvumira kuderedza zvakanyanya mari yekushandisa pakuverenga uye kushandiswa kwendangariroIzvi zvinowedzerawo kuburitswa kwematokeni. Kune akawanda ma "multi-agent architectures", uko makumi kana mazana ema "agents" anogara achichinjana mameseji, kushanda uku kwakakosha kudzivirira kuti system isave isingagone kuenderera mberi maererano nemitengo yeGPU uye cloud.
Zvinoenderana nedata rakagovaniswa neNVIDIA uye mabhenji akazvimirira, Nemotron 3 Nano inowana kusvika kana kana ma tokeni pa sekondi Kana tichienzanisa neyakaitangira, Nemotron 2 Nano, inoderedza kugadzirwa kwezviratidzo zvisina basa neinenge 60%. Mukuita, izvi zvinoreva mhinduro dzakaenzana kana dzakatonyatsojeka, asi ne "mashoko" mashoma uye mutengo wakaderera pamubvunzo wega wega.
Magadzirirwo eMoE akasanganiswa, pamwe chete nehunyanzvi hwekudzidzisa, zvakaita kuti Mazhinji emamodeli akavhurika epamusoro-soro anoshandisa zvirongwa zvehunyanzviNemotron 3 inobatana nemaitiro aya, asi inonyanya kutarisa pahunyanzvi hweAI: nzira dzemukati dzakagadzirirwa kubatana pakati pevashandisi, kushandiswa kwezvishandiso, kubata mamiriro marefu, uye kuronga nhanho nhanho.
Saizi nhatu: Nano, Super, uye Ultra yemabasa akasiyana
Mhuri yeNemotron 3 yakarongwa kuva saizi nhatu huru dzeMoE model, ese akavhurika uye ane ma parameter mashoma anoshanda nekuda kwehunyanzvi hwekugadzira:
- Nemotron 3 Nano: inenge mabhiriyoni makumi matatu emaparamita ese, neanenge Zvinhu zvemamiriyoni makumi mashanu pa tokeni imwe neimweYakagadzirirwa mabasa akanangana nekushanda zvakanaka uko kunokosha: kugadzirisa software, kupfupisa magwaro, kutora ruzivo, kutarisa system, kana vabatsiri vane hunyanzvi hweAI.
- Nemotron 3 Super: maparamita angangoita mabhiriyoni zana, ane 10.000 bhiriyoni yezvinhu padanho rega rega. Yakagadzirirwa Kufunga kwepamusoro mukuvaka kwema "multi-agent architectures"nekunonoka kushoma kunyangwe kana zvinhu zvakawanda zvichishanda pamwe chete kugadzirisa kuyerera kwakaoma.
- Nemotron 3 Ultra: chikamu chepamusoro, chine maparamita angangoita mabhiriyoni mazana mashanu uye kusvika Zvinhu zvemamiriyoni makumi mashanu pa tokeni imwe neimweInoshanda seinjini ine simba yekufunga pakutsvaga, kuronga zvirongwa, kutsigira zvisarudzo zvepamusoro, uye masisitimu eAI anonetsa zvikuru.
Mukuita, izvi zvinobvumira masangano Sarudza saizi yemuenzaniso zvichienderana nebhajeti yako uye zvaunodaNano yemabasa akawanda, akaomarara uye mitengo yakaoma; Zvakanyanya kana paine kufunga kwakadzama kunodiwa nevanoshanda pamwe chete; uye Ultra yezviitiko apo mhando uye mamiriro akareba zvinopfuura mutengo weGPU.
Parizvino Nemotron 3 Nano chete ndiyo inowanikwa kuti ishandiswe ipapo ipapo.Mhando dzeSuper neUltra dzakarongerwa hafu yekutanga yegore ra2026, zvichipa makambani ekuEurope nemarabhoritari nguva yekutanga kuyedza neNano, kugadzira mapaipi uye, gare gare, kutamisa macases anoda huwandu hwakakura.
Nemotron 3 Nano: hwindo rematoni miriyoni imwe uye mutengo wakazara
Nemotron 3 Nano, kusvika nhasi, iri kushanda. mutungamiriri anoshanda wemhuriNVIDIA inotsanangura iyi senzira inoshanda zvakanyanya pakuverenga, yakagadziriswa kuti ipe mashandiro epamusoro muma "multi-agent workflows" uye mabasa akaoma asi achidzokororwa.
Pakati pezvinhu zvayo zvehunyanzvi, zvinotevera zvinoonekwa: hwindo remamiriro ezvinhu rine ma tokeni anosvika miriyoni imwe cheteIzvi zvinobvumira kuchengetedza ndangariro dzemagwaro akawanda, nzvimbo dzese dzekuchengetedza makodhi, kana maitiro ebhizinesi ane matanho akawanda. Kune mashandisirwo ekuEurope mumabhanga, hutano, kana hutungamiriri hweveruzhinji, uko zvinyorwa zvinogona kuva zvakawanda, kugona uku kwenguva refu kunokosha zvikuru.
Zviratidzo zvesangano rakazvimirira Ongororo yekugadzira inoisa Nemotron 3 Nano seimwe yemamodeli akanyatsorongeka e-open-source Inosanganisa hungwaru, kururama, uye kumhanya, nekuwedzera kwehuwandu hwema tokeni mazana pasekondi. Musanganiswa uyu unoita kuti ikwezve kune vanobatanidza AI nevapi vemasevhisi muSpain vanoda ruzivo rwakanaka rwekushandisa pasina mitengo yakakwira yezvivakwa.
Panyaya yekushandisa, NVIDIA iri kunanga Nano pa Pfupiso yezviri mukati, kugadzirisa software, kudzoreredza ruzivo, uye vabatsiri veAI vebhizinesiNekuda kwekuderedzwa kwezviratidzo zvekufunga zvisina basa, zvinokwanisika kumhanyisa vamiririri vanochengetedza hurukuro refu nevashandisi kana masisitimu pasina bhiri rekufungidzira richikwira zvakanyanya.
Dhata rakavhurika nemaraibhurari: NeMo Gym, NeMo RL uye Evaluator
Chimwe chezvinhu zvinonyanya kusiyanisa Nemotron 3 ndechekuti Hazvigumiri pakuburitsa huremu hwemuenzanisoNVIDIA inoperekedza mhuri iyi nerubatsiro rwakakwana rwezvinhu zvakavhurika zvekudzidzisa, kugadzirisa, uye kuongorora vamiririri.
Kune rumwe rutivi, inoita kuti pave neboka rekugadzira re matriyoni akati wandei edata rekudzidzisa, rekudzidzisa mushure mekudzidziswa, uye rekusimbisaMadhata aya, akatarisana nekufunga, kunyora makodhi, uye mafambisirwo emabasa ane matanho akawanda, anobvumira makambani nenzvimbo dzekutsvagisa kugadzira mhando dzavo dzeNemotron (semuenzaniso, dzemutemo, dzehutano, kana dzeindasitiri) vasina kutanga kubva pakutanga.
Pakati pezviwanikwa izvi, zvinotevera zvinobuda pachena: Seti yedata reNemotron Agentic SafetyInounganidza data re telemetry pamusoro pemaitiro emumiririri mumamiriro ezvinhu chaiwo. Chinangwa chayo ndechekubatsira mapoka kuyera nekusimbisa kuchengetedzeka kwemasisitimu akaomarara ega: kubva pazviito zvinoitwa nemumiririri paanosangana nedata rakavanzika, kusvika pakuita kwaanoita kumirairo isina kujeka kana inogona kukuvadza.
Nezvechikamu chezvishandiso, NVIDIA iri kutanga NeMo Gym neNeMo RL semaraibhurari akavhurika yekudzidziswa kwekusimbisa uye mushure mekudzidziswa, pamwe chete neNeMo Evaluator yekuongorora kuchengetedzeka uye mashandiro. Maraibhurari aya anopa nzvimbo dzekufananidzira dzakagadzirira kushandiswa uye mapaipi nemhuri yeNemotron, asi zvinogona kuwedzerwa kune mamwe mamodheru.
Zvese izvi—zviyero, madhatabhesi, uye kodhi—zvinogoverwa kuburikidza GitHub neHugging Face zvine marezenisi pasi peNVIDIA Open Model License.kuitira kuti zvikwata zvekuEurope zvigone kuibatanidza zviri nyore muMLOps dzavo. Makambani akaita sePrime Intellect neUnsloth ari kutobatanidza NeMo Gym zvakananga mumashandiro avo ekushanda kuti zvive nyore kudzidza zvekusimbisa paNemotron.
Kuwanikwa mumakore eruzhinji uye muEuropean ecosystem
Nemotron 3 Nano yava kuwanikwa pa Chiso chakambundirana y GitHubpamwe chete nevanopa mazano ekuongorora zvinhu vakaita saBasten, DeepInfra, Fireworks, FriendliAI, OpenRouter, uye Together AI. Izvi zvinovhura mukana wekuti zvikwata zvekuvandudza muSpain zviedze modhi iyi kuburikidza neAPI kana kuishandisa pazvivakwa zvavo pasina kuoma zvakanyanya.
Pamberi pegore, Nemotron 3 Nano inobatanidzwa neAWS kuburikidza neAmazon Bedrock nekuda kwekufungidzira kusina server, uye yakazivisa rutsigiro rweGoogle Cloud, CoreWeave, Crusoe, Microsoft Foundry, Nebius, Nscale, uye Yotta. Kune masangano ekuEurope ari kushanda pamapuratifomu aya, izvi zvinoita kuti zvive nyore kushandisa Nemotron pasina shanduko huru pakuvaka kwavo.
Pamusoro pegore reruzhinji, NVIDIA iri kukurudzira kushandiswa kweNemotron 3 Nano se NIM microservice inogona kushandiswa pane chero zvivakwa zvinokurumidza zveNVIDIAIzvi zvinobvumira mamiriro ezvinhu akasanganiswa: chikamu chemutoro mumakore epasi rose uye chikamu munzvimbo dzedata dzemuno kana mumakore eEurope anotungamira kugara kwedata muEU.
Shanduro Nemotron 3 Super uye Ultra, yakanangana nebasa rekufunga zvakanyanya uye masisitimu makuru ane ma agents akawanda, ari yakarongerwa hafu yekutanga ya2026Iyi nguva inobvumira ongororo yeEurope uye ecosystem yebhizinesi kuti iwane nguva yekuedza Nano, kusimbisa mashandisirwo, uye kugadzira nzira dzekufambisa kuenda kumamodheru makuru kana zvichidikanwa.
Nemotron 3 inoisa NVIDIA panzvimbo imwe yemakambani anotungamira mukupa mamodheru epamusoro-soro akavhurika akagadzirirwa kushandisa AINechirongwa chinosanganisa kushanda zvakanaka kwehunyanzvi (hybrid MoE, NVFP4, mamiriro makuru), kuvhurika (huremu, madhata uye maraibhurari aripo) uye kutarisa kwakajeka pakutonga kwedata uye pachena, zvinhu zvinonyanya kukoshesa muSpain nedzimwe nyika dzeEurope, uko mitemo nekumanikidzwa kwekuongorora AI kuri kuwedzera.
Ini ndiri anofarira tekinoroji akashandura zvaanofarira zve "geek" kuita basa. Ndapedza makore anopfuura gumi ehupenyu hwangu ndichishandisa tekinoroji yekucheka-kumucheto uye kutamba nemhando dzese dzezvirongwa kunze kwekuda kuziva. Iye zvino ndava nyanzvi mune zvekombiyuta uye mitambo yemavhidhiyo. Izvi zvinodaro nekuti kweanopfuura makore 10 ndanga ndichishanda kunyora kune akasiyana mawebhusaiti pane tekinoroji nemitambo yemavhidhiyo, ndichigadzira zvinyorwa zvinotsvaga kukupa ruzivo rwaunoda mumutauro unonzwisisika nemunhu wese.
Kana iwe uine chero mibvunzo, ruzivo rwangu rwunobva kune zvese zvine chekuita neWindows inoshanda sisitimu pamwe ne Android yenharembozha. Uye kuzvipira kwangu kuri kwauri, ndinogara ndakagadzirira kushandisa maminetsi mashoma uye kukubatsira kugadzirisa chero mibvunzo yaungave unayo munyika ino yeinternet.