I-Nous Research
I-Nous Research ilebhu ye-AI eqhutshwa umphakathi eyaziwa ngokulungisa kahle amamodeli avulekile adumile abe ngabasizi abanekhono kakhulu, abanemikhawulo emincane kanye nokuphusha ukuqeqeshwa okuhlukaniselwe izindawo.
Uhlolojikelele
It shows how a small team plus an open-source community can compete on model quality without owning massive infrastructure.
I-Deep Dive
I-Nous Research yavelela ngokuthatha amamodeli ayisisekelo avulekile, ikakhulukazi Meta umndeni wakwaLlama kanye no-Mistral, nokuwashuna ochungechungeni olusetshenziswa kakhulu lwe-Hermes ne-Capybara. Amamodeli abo e-OpenHermes kanye ne-Nous Hermes abe amanye amaculo amahle alandwe kakhulu ku-Hugging Face, aziswa kakhulu ngokulandela imiyalelo eqinile kanye nokugcizelela ukuqina kunokuziphatha okunzima kokwenqaba. Ngaphandle kokulungiswa kahle, uNous ubhekane nenkinga enzima: ukuqeqeshwa okusabalalisiwe. Ucwaningo lwabo lwe-DisTrO kanye ne-DeMo optimizer ihlose ukunciphisa umkhawulokudonsa wokuxhumana odingekayo phakathi kwama-GPU, futhi inethiwekhi ye-Psyche ihlola ukuqeqesha amamodeli amakhulu kuzo zonke izingxenye zezingxenyekazi zekhompyutha ezihlakazeke ngokwendawo, ezixhunywe ku-inthanethi. Baphinde bazama amamodeli asebenzisa amathuluzi nagxile ekucabangeni, bazibeka emngceleni we-AI evulekile, ehlukaniselwe izwe.
I-Technical Insight
Iningi lamamodeli kaNous aliqeqeshiwe kusukela ekuqaleni; basebenzisa ukulungisa okugadiwe kanye nokwenza kangcono okuthandwayo (njenge-DPO) phezu kwezisindo eziyisisekelo ezivuliwe besebenzisa amasethi edatha akhethwe ngokucophelela okwenziwa nawomuntu. Umsebenzi wabo wokuqeqesha osabalele uhlasela ibhodlela lomkhawulokudonsa: ngokuvamile ama-GPU kufanele ashintshisane ngezibuyekezo ezinkulu ze-gradient zonke izinyathelo. I-DisTrO/DeMo cindezela futhi uhlukanise lezi zibuyekezo ukuze ama-node akwazi ukuziqeqesha ndawonye ngezixhumanisi ezijwayelekile ze-inthanethi kunokudinga ukuxhumana kwedatha okuhlanganiswe ngokuqinile.
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 Locwaningo Lwe-Nous
I-Nous ibheja ukuthi ikusasa le-AI evulekile yahlukaniswa, lapho ikhompuyutha ihlanganiswa kubanikeli abaningi abazimele kunokuba kugxilwe kumaqoqo ambalwa we-hyperscale. Uma izindlela zabo zokuqeqesha zomkhawulokudonsa ophansi zilinganisa, imiphakathi ingaqeqesha ngokuhlanganyela amamodeli esigaba somngcele. Lindela ukukhishwa okuqhubekayo kwabasizi abavulekile abakwaziyo, ukutshalwa kwezimali okujulile kunethiwekhi esabalalisiwe ye-Psyche, namamodeli agxile ekucabangeni. Umsebenzi wabo ungasehlisa ngokunengqondo umgoqo wokuqeqesha amamodeli amakhulu ngaphandle kobuchwepheshe obukhulu.
Ukuqaliswa Komhlaba Wangempela
Onjiniyela basebenzisa amamodeli we-Nous Hermes kanye ne-OpenHermes endaweni ukuze bathole abasizi bengxoxo abazimele, abaqondisayo ngaphandle kwezindleko ze-API.
Abacwaningi bacaphuna izindlela ze-Nous's DisTrO kanye ne-DeMo lapho behlola ukuqeqeshwa kwemodeli esabalalisiwe esebenza ngempumelelo yomkhawulokudonsa.
Abathanda izinto zokuzilibazisa nezinkampani ezincane bacupha kahle amasethi edatha ka-Nous ukuze kwakhiwe abasizi besizinda esithile.
Inethiwekhi ye-Psyche isetshenziselwa ukuhlola amamodeli okuqeqesha kuwo wonke ama-GPU amavolontiya asabalaliswe ngokwendawo.
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
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Umhlahlandlela olandelayo
I-Tongyi Lab kanye ne-Qwen Research
Imibuzo evame ukubuzwa
What is Nous Research?
I-Nous Research ilebhu ye-AI eqhutshwa umphakathi eyaziwa ngokulungisa kahle amamodeli avulekile adumile abe ngabasizi abanekhono kakhulu, abanemikhawulo emincane kanye nokuphusha ukuqeqeshwa okuhlukaniselwe izindawo. Kubonisa ukuthi iqembu elincane kanye nomphakathi womthombo ovulekile ungaqhudelana kanjani ngekhwalithi yamamodeli ngaphandle kokuba nengqalasizinda enkulu.
Yini i-Nous Research eyaziwa kakhulu ngayo ekuqaleni kwayo ukuvelela?
UNous uthole ukuqashelwa ngokulungisa kahle amamodeli avulekile afana noLlama noMistral emndenini odumile wakwaHermes.
Imaphi amamodeli ayisisekelo uNous ajwayele ukuwashuna kahle?
Uchungechunge lwe-Nous's Hermes ne-Capybara yakhelwe kumamodeli ayisisekelo avulekile, ikakhulukazi i-Llama ne-Mistral.
Iyiphi inkinga ebhekana namaphrojekthi we-Nous's DisTrO kanye ne-DeMo?
I-DisTrO kanye ne-DeMo optimizer ihlose ukusika umkhawulokudonsa ophakathi kwe-GPU ovame ukudingeka, okuvumela ukuqeqeshwa ngezixhumanisi ze-inthanethi ezijwayelekile.
Iyini inethiwekhi ye-Psyche?
I-Psyche inethiwekhi yokuqeqesha ehlukaniselwe indawo kaNous ehlola indlela yokuhlanganisa ama-GPU ahlakazekile ukuze aqeqeshe amamodeli amakhulu.
Iyiphi indlela uNous ajwayele ukuyisebenzisa ukuze aqondanise amamodeli akhe acushwe kahle?
I-Nous isebenza ukulungisa okugadiwe kanye nokwenza kangcono okuthandwayo phezu kwezisindo ezivulekile kusetshenziswa amasethi edatha akhethiwe.