Makambani GUIDE

Nvidia Nemotron Models

Nemotron imhuri yaNvidia yemhando dzemitauro mikuru yakavhurika, yakagadzirirwa kuratidza hardware yayo uye kugadzira data remhando yepamusoro rekudzidzisa mamwe mamodheru.

Teerera kugwaro iriAI-yakarondedzerwa · ~2 min

Pa peji ino2 min verenga
  1. Pfupiso
  2. Kudzika Kwakadzika
  3. Kuitwa muNyika yeChokwadi
  4. Ramangwana reNvidia Nemotron Models
  5. Kuzvishandisa
  6. Ramba Uchiongorora
  7. Mibvunzo inowanzo bvunzwa

Pfupiso

Izvo zvine basa nekuti Nvidia iri kushandisa marezinesi emodheru zviri pachena kusimbisa iyo AI ecosystem yese inotenga maGPU ayo.

Kudzika Kwakadzika

Nemotron ndiyo mutsara waNvidia wemhando dzemitauro dziri pachena, dzakavakwa uye dzakagadziridzwa kuti dzimhanye nemazvo paNvidia GPUs. Kuburitswa kwakanyanya, Llama 3.1 Nemotron 70B, yakatora Meta's Llama base uye yakashandisa Nvidia's advanced alignment matekiniki, nekupfupikisa pamusoro akati wandei-anofarira mabhenji. Pamusoro pemhando yekutaura, chinangwa cheNemotron ndechekugadzirwa kwedata: mhuri yeNemotron-4 340B yakavakwa zvakajeka kuitira kuti vanogadzira vagone kugadzira madhaseti makuru, ane hushamwari hwekudzidzisa marezinesi kuti vagadzirise mhando dzavo. Nvidia zvakare inotumira yakasarudzika mibairo modhi inowana mhinduro mhando. Nemotron pairi neNvidia's NeMo framework uye NIM microservices, zvichiita kuti zvive nyore kutumira. Iyo zano ndeye ecosystem-inotyairwa: nani akavhurika modhi anoreva mamwe maAI maapplication, zvinoreva kuti kudiwa kwakawanda kweNvidia chips.

Kuitwa muNyika yeChokwadi

Kutanga kunoshandisa Nemotron-4 340B kugadzira dhata rekuraira rekugadzira, yobva yagadzirisa modhi diki pasina kupihwa marezenisi epasirese dataset.

Vagadziri vanoisa Llama 3.1 Nemotron 70B kuburikidza neNvidia NIM microservice kuti igone kugonesa yemhando yepamusoro yemukati chat mubatsiri.

Chikwata cheML chinoshandisa Nemotron mubairo modhi kumisa otomatiki uye kusefa mhinduro dzevamiriri pakuvaka dhatabheti retsika.

Boka rekutsvagisa mabhenji Nemotron inopesana nemamwe mamodheru akavhurika pamabasa ekuda kwevanhu kuti aongorore kurongeka kwemhando.

Ramangwana reNvidia Nemotron Models

Nvidia iri kuwedzera Nemotron yakanangana nekufunga-yakatarisana uye yakasiyana-siyana, pamwe nemhando diki dzakarongedzerwa vamiririri uye edge zvishandiso. Tarisira kuenderera mberi kwekusimbisa pamapombi edhata ekugadzira uye mibairo modhi sehuni yenharaunda yakavhurika-modhi. Nekuti Nemotron iripo muchidimbu kutyaira GPU uye kutorwa kwesoftware, Nvidia angangoramba achiburitsa makwikwi akazaruka maremu uye zvishandiso pane kukiya mamodheru kuseri kweyakabhadharwa API.

Kuzvishandisa

Nei zvichikosha

  • Nzira yemutengesi. 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.

Chenjera

  • 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.

Matanho anotevera

  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

Tsamba yemahara

Tora iyo yemazuva ese AI pfupiso

Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.

Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.

Zviedze iwe pachako

Take the Nvidia Nemotron Models quiz

Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.

Tanga mibvunzo

Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo

Mibvunzo inowanzo bvunzwa

Chii chinonzi Nvidia Nemotron Models?

Nemotron imhuri yaNvidia yemhando dzemitauro mikuru yakavhurika, yakagadzirirwa kuratidza hardware yayo uye kugadzira data remhando yepamusoro rekudzidzisa mamwe mamodheru. Izvo zvine basa nekuti Nvidia iri kushandisa marezinesi akavhurika marezinesi kusimbisa iyo yese AI ecosystem inotenga maGPU ayo.

Llama 3.1 Nemotron 70B inovakwa naNvidia pamusoro peiyo base modhi kubva kune ipi kambani?

Nemotron 70B inoshandisa nzira dzeNvidia dzekumisikidza pamusoro peMeta's Llama 3.1 base modhi.

Ndeipi basa reNemotron 'mubayiro modhi'?

Mibairo modhi dzinopa zvibodzwa zvemhando yese sekubatsira, kunoshandiswa muRLHF uye kusefa data yakagadzirwa.

What practical capability does NVIDIA’s open Nemotron release offer developers?

The guide describes Nemotron as openly available and paired with NeMo/NIM workflows that developers can use to build and deploy applications.

Ndeipi Nvidia chimiro kana chigadzirwa chinowanzo shandiswa kuendesa maNemotron modhi?

Nvidia's NeMo framework uye NIM microservices inoita kuti zvive nyore kunyatso-tune uye kuendesa maNemotron modhi.

In the Nemotron synthetic-data pipeline described in the guide, what does the reward model do?

The reward model evaluates generated responses and helps filter synthetic training data.