Binciken Nous
Binciken Nous wani dakin bincike ne na AI na al'umma wanda aka sani don daidaita shahararrun samfuran buɗe ido zuwa mataimaka masu ƙarfi, ƙarancin ƙuntatawa da tura horon da ba a san shi ba.
Dubawa
It shows how a small team plus an open-source community can compete on model quality without owning massive infrastructure.
Zurfafa nutsewa
Binciken Nous ya yi fice ta hanyar ɗaukar samfuran tushe, musamman Meta's Llama iyali da Mistral, da daidaita su cikin jerin Hamisu da Capybara da ake amfani da su sosai. Samfuran su na OpenHermes da Nous Hamisu sun zama wasu daga cikin mafi kyawun waƙoƙin da aka zazzage akan Fuskar Hugging, masu daraja don ƙaƙƙarfan koyarwa-bi da kuma mai da hankali kan juriya maimakon halayen ƙi. Bayan daidaitawa mai kyau, Nous ya magance matsala mai wuya: horarwar rarraba. Binciken su na DisTrO da mai ingantawa na DeMo suna da nufin rage yawan bandwidth ɗin sadarwar da ake buƙata tsakanin GPUs, kuma cibiyar sadarwar Psyche tana bincikar horar da manyan samfura a cikin tarwatsewar ƙasa, kayan aikin haɗin Intanet. Sun kuma yi gwaji tare da kayan aiki-amfani da ƙididdiga masu hankali, suna sanya kansu a kan iyakar buɗaɗɗen AI.
Fahimtar Fasaha
Yawancin samfuran Nous ba a horar da su daga karce; suna amfani da ingantaccen daidaitawa da ingantaccen zaɓi (kamar DPO) akan buɗaɗɗen ma'auni na tushe ta amfani da na'urar sarrafa bayanai na roba da na ɗan adam a hankali. Ayyukan horarwa da aka rarraba su suna kai hari kan ƙugiyar bandwidth: kullum GPUs dole ne musanya manyan sabuntawar gradient kowane mataki. DisTrO/DeMo damfara da raba waɗannan sabuntawar ta yadda nodes zasu iya horarwa tare ta hanyar haɗin yanar gizo na yau da kullun maimakon buƙatar haɗin haɗin yanar gizo tare.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar Binciken Nous
Nous yana yin fare cewa makomar buɗe AI ta karkata, inda aka tattara lissafin a cikin masu ba da gudummawa masu zaman kansu da yawa maimakon a tattara cikin ƴan gungu na hyperscale. Idan ƙananan hanyoyin horaswar bandwidth ɗin su sun yi ma'auni, al'ummomi za su iya horar da ƙira-ƙira tare. Yi tsammanin ci gaba da fitar da ƙwararrun mataimakan buɗe ido, zurfafa zurfafa zuba jari a cikin hanyar sadarwar da aka rarraba ta Psyche, da samfura masu dogaro da kai. Ayyukansu na iya ma'ana rage shingen horar da manyan samfura a wajen manyan fasaha.
Aiwatar da Gaskiyar Duniya
Masu haɓakawa suna gudanar da samfuran Nous Hamisu da OpenHermes a cikin gida don masu zaman kansu, mataimakan taɗi ba tare da farashin API ba.
Masu bincike sun buga hanyoyin DisTrO na Nous da DeMo lokacin da suke binciken horarwar ƙirar ƙira mai inganci.
Masu sha'awar sha'awar sha'awa da ƙananan kamfanoni suna daidaita abubuwan da aka fitar na Nous don gina takamaiman mataimakan yanki.
Ana amfani da hanyar sadarwar Psyche don gwaji tare da ƙirar horarwa a cikin GPUs masu sa kai da aka rarraba a yanki.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
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Jagora na gaba
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Tambayoyin da ake yawan yi
What is Nous Research?
Binciken Nous wani dakin bincike ne na AI na al'umma wanda aka sani don daidaita shahararrun samfuran buɗe ido zuwa mataimaka masu ƙarfi, ƙarancin ƙuntatawa da tura horon da ba a san shi ba. Yana nuna yadda ƙaramin ƙungiya tare da al'umma mai buɗe ido za su iya yin gasa akan ingancin samfuri ba tare da mallakar manyan abubuwan more rayuwa ba.
Menene Binciken Nous da aka fi sani da shi a farkon hawansa zuwa shahara?
Nous ya sami karɓuwa ta hanyar ingantaccen tsarin buɗe ido kamar Llama da Mistral cikin shahararrun dangin Hamisu.
Wadanne nau'ikan tushe ne ke da Nous da aka fi daidaitawa?
Nous's Hamisa da jerin Capybara an gina su akan buɗaɗɗen ƙirar ƙira, musamman Llama da Mistral.
Wace matsala ayyukan Nous's DisTrO da DeMo ke magance?
DisTrO da DeMo ingantawa suna da nufin yanke bandwidth tsakanin GPU da ake buƙata akai-akai, yana ba da damar horarwa akan hanyoyin haɗin yanar gizo na yau da kullun.
Menene cibiyar sadarwar Psyche?
Psyche ita ce cibiyar sadarwar horarwa ta Nous da ke bincika yadda ake tattara GPUs masu tarwatse don horar da manyan samfura.
Wace dabara ce Nous ke amfani da ita don daidaita samfuran sa masu kyau?
Nous yana aiwatar da ingantaccen daidaitawa da haɓaka fifiko a saman buɗaɗɗen ma'aunin tushe ta amfani da faifan bayanai.