Amamodeli we-Nvidia Nemotron
I-Nemotron iwumndeni kaNvidia wamamodeli olimi olukhulu oluvulekile, aklanyelwe ukubonisa ihadiwe yawo kanye nokukhiqiza idatha yokwenziwa yekhwalithi ephezulu yokuqeqesha amanye amamodeli.
Uhlolojikelele
They matter because Nvidia is using openly licensed models to strengthen the entire AI ecosystem that buys its GPUs.
I-Deep Dive
I-Nemotron iwuhlu lwe-Nvidia lwamamodeli olimi atholakala ngokusobala, akhiwe futhi athuthukiswa ukuze asebenze kahle kuma-Nvidia GPUs. Ukukhishwa okuphawuleka kakhulu, i-Llama 3.1 Nemotron 70B, ithathe isisekelo se-Llama ye-Meta futhi yasebenzisa amasu okuqondanisa athuthukile e-Nvidia, idlula kafushane amabhentshimakhi ambalwa akhethwa abantu. Ngale kwekhwalithi yengxoxo, umgomo oyinhloko we-Nemotron ukukhiqiza idatha yokwenziwa: umndeni we-Nemotron-4 340B wakhiwe ngokusobala ukuze onjiniyela bakwazi ukudala amasethi edatha okuqeqeshwa alungele ilayisense amakhulu ukuze bashune amamodeli abo. I-Nvidia iphinde ithumele amamodeli omvuzo akhethekile athola ikhwalithi yokuphendula. I-Nemotron ihambisana nohlaka lwe-Nvidia's NeMo kanye nezinsiza ezincane ze-NIM, okwenza kube lula ukuyisebenzisa. Isu liqhutshwa yi-ecosystem: amamodeli avulekile angcono asho izinhlelo zokusebenza eziningi ze-AI, okusho ukufunwa okwengeziwe kwama-chip e-Nvidia.
I-Technical Insight
Unqenqema lukaNvidia ngeNemotron wukuqeqeshwa kwangemva kokuqeqeshwa. Ku-Llama 3.1 Nemotron 70B, isebenzise ukufunda kokuqinisa okuvela empendulweni yomuntu eqondiswa imodeli yomvuzo yangokwezifiso kanye nedathasethi ekhethiwe yokuncamelayo (HelpSteer), ukusiza okulolayo. Imodeli yomklomelo we-Nemotron-4 340B yabela amaphuzu kuzo zonke izici ezifana nokuba usizo nokulunga, ivumela imodeli yokukhiqiza ukuthi ikhiqize idatha yokwenziwa imodeli yomvuzo bese iyihluza, idale ipayipi ledatha elizithuthukisayo.
I-Strategic Impact
Isu lomthengisi
Imephu yemigwaqo yabathengisi ithonya ukuthi yiziphi izici iqembu lakho elingazakha ngokulandelayo.
Izindleko kanye nesabelomali
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.
Ingozi nokuphepha
Izinxephezelo zenkampani zibumba okuzenzakalelayo komkhiqizo, ukuma kokuphepha, nokuvuleleka.
Ikusasa lamamodeli we-Nvidia Nemotron
I-Nvidia inweba i-Nemotron ekugxileni ekucabangeni nasekuhlukeni kwe-multimodal, kanye namamodeli amancane ashunwe ama-ejenti namadivayisi asemaphethelweni. Lindela ukugcizelelwa okuqhubekayo kumapayipi edatha yokwenziwa kanye namamodeli okuklomelisa njengamafutha omphakathi onamamodeli avulekile. Ngenxa yokuthi i-Nemotron ikhona ukuze ishayele i-GPU nokwamukelwa kwesofthiwe, i-Nvidia cishe izoqhubeka nokukhulula izisindo ezivulekile eziqhudelanayo kanye namathuluzi kunokukhiya amamodeli ngemuva kwe-API ekhokhelwayo.
Ukuqaliswa Komhlaba Wangempela
Isiqalisi sisebenzisa i-Nemotron-4 340B ukuze kukhiqizwe idatha yeziyalezo zokwenziwa, bese sishuna kahle imodeli encane ngaphandle kokunikeza ilayisense amadathasethi omhlaba wangempela.
Onjiniyela baphakela i-Llama 3.1 Nemotron 70B nge-Nvidia NIM microservice ukuze banike amandla umsizi wengxoxo wangaphakathi wekhwalithi ephezulu.
Ithimba le-ML lisebenzisa imodeli yomklomelo we-Nemotron ukuze lilinganise ngokuzenzakalelayo futhi lihlunge izimpendulo zekhandidethi lapho lakha idathasethi yangokwezifiso.
Iqembu locwaningo lilinganisa i-Nemotron ngokumelene namanye amamodeli avulekile emisebenzini ekhethwa abantu ukuze lihlole ikhwalithi yokuqondanisa.
Izingozi & Guardrails
Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.
Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.
Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.
Ukuqalisa Umhlahlandlela
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.
Qhubeka Uhlole
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 Nvidia Nemotron Models 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
Umhlahlandlela olandelayo
I-NVIDIA Cosmos World Foundation Models
Imibuzo evame ukubuzwa
What is Nvidia Nemotron Models?
I-Nemotron iwumndeni kaNvidia wamamodeli olimi olukhulu oluvulekile, aklanyelwe ukubonisa ihadiwe yawo kanye nokukhiqiza idatha yokwenziwa yekhwalithi ephezulu yokuqeqesha amanye amamodeli. Zibalulekile ngoba uNvidia usebenzisa amamodeli anelayisensi evulekile ukuqinisa yonke i-AI ecosystem ethenga ama-GPU ayo.
I-Llama 3.1 Nemotron 70B yakhiwe ngu-Nvidia phezu kwemodeli eyisisekelo evela kuyiphi inkampani?
I-Nemotron 70B isebenzisa amasu okuqondanisa e-Nvidia ngaphezulu kwemodeli yesisekelo ye-Meta's Llama 3.1.
Ithini indima 'yemodeli yomvuzo' ye-Nemotron?
Amamodeli omklomelo anikeza amaphuzu ekhwalithi kuzo zonke izici ezifana nokuba usizo, ezisetshenziswa ku-RLHF nokuhlunga idatha yokwenziwa.
Kungani i-Nvidia ikhulula i-Nemotron njengamamodeli avulekile?
Amamodeli avulekile anekhono aholela ezinhlelweni zokusebenza ze-AI kanye nesidingo esikhulu se-Nvidia GPUs, ehambisana nebhizinisi layo eliyinhloko lehadiwe.
Iluphi uhlaka lwe-Nvidia noma umkhiqizo ovame ukusetshenziselwa ukuphakela amamodeli we-Nemotron?
Uhlaka lwe-Nvidia's NeMo kanye nezinsiza ezincane ze-NIM zikwenza kube lula ukushuna kahle nokuphakela amamodeli e-Nemotron.