Sistem SambaNova
SambaNova sosiete la buy defar ay aparey ak ay losisel IA, ay puce Dataflow yuñ mëna tabb ak platform bu mat sëkk, dañu leen tabax ngir doxal ay model IA yu mag ci anam wu jaar yoon.
Résumé
It matters because it offers an alternative to GPUs with a different architecture optimized for the way AI models actually move data.
Plongeur bu xóot
Janngalekat bu Stanford bii di Kunle Olukotun, Rodrigo Liang ak Christopher Re ñoo ko sos ci 2017. SambaNova mungi nekk ci Palo Alto mu nekk benn ci defarkatu juntuwaay yu bees yi gina am xaalis. Du jaay chips yu ñor, waaye dafay faral di joxe IA ni sistem wala serwiis bu mat sëkk. Dataflow Unit buñ mëna tabb (RDU) ak puce SN40L dañuy jëfandikoo memory bu bari, moo tax model yu mag yi mën nañu ànd te duñu def ay done yu bari. SambaNova dafay fësal jëmmal 'dataflow' buy màndargaal graafiku ordinatëru modelu IA ci kaw aparey bi. Ci 2024-2025, dafa jëm ci inference bu gaaw ak SambaNova Cloud, di dalal model yu ubbeeku yu mag, di fësal ni ñu mëna weccoo ci gaaw ci diggante model yu bari ci benn aparey.
Gis-gis xarala
Processeur yu bari dañuy jël tegtal yi benn-benn. Lu moy loolu, architecture dataflow dafay tëral xeetu liggéey yépp ci modelu IA bi ni pipeline ba noppi di jaar ci ay done, wàññi dem ak dikk bu yàqu ci memory bi. Puce SambaNova yi dañu boole lii ak sistemu mémoire bu bari ay dayo, boole ci mémoire bu am bandwidth bu rëy ak mémoire bu bari kàttan, suko defee ñu mëna tëye model yu yaatu lool ak model yu bari yu wuute, ñu mëna ko jëfandikoo ci anam wu baax.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
ëlëgu sistem SambaNova
SambaNova mingi taxawal boppam ngir kiliyaan yi liggéeyukaay yi ak nguur gi bëgga doxal model yu ubbeeku yu am doole ci seen bopp ba noppi weccoo ci seen biir ci njëg yu yomb. Xaarandil ñu wéyal seen xel ci njariñu inference, kàttan memory bu gëna mag ngir xeetu trillion-parametre ak njaxasu-ekspert, ak jëfandikoo ci biir barab ngir mbootaay yi am sàrti done yu tar. Su amee ndam mingi aju ci am kiliyaan yu sori ci ecosystem GPU bi ak firndeel ni stack losisel bi yomb naa jëfandikoo.
Doxal ci àdduna dëgg
Doxal ay model yu yaatu yu ubbeeku ci benn sistem te nga weccoo ci seen biir ci lu gaaw ngir ay liggéey yu wuute ci liggéeyukaay bi
Dugalug IA bu prive ci biir barab ngir bànk yi ak agence yu nguur gi am sàrti kaaraange done yu tar
SambaNova Cloud
Liggéeyu science ak laboratoire national yi soxla mémoire bu yaatu ngir model yu mag
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Sistem yuy dawal seen bopp
Laaj yi ñuy faral di laaj
What is SambaNova Systems?
SambaNova sosiete la buy defar ay aparey ak ay losisel IA, ay puce Dataflow yuñ mëna tabb ak platform bu mat sëkk, dañu leen tabax ngir doxal ay model IA yu mag ci anam wu jaar yoon. Dafa am solo ndax dafay joxe beneen anam ci GPU yi ak beneen architecture buñ jagleel anam wi model IA yi di toxalee ay done.
Ban architecture la SambaNova di jëfandikoo ngir defar ay puce?
SambaNova's Dataflow Units yuñ mëna tabbwaat dañuy xayma graphe ordinatëru modelu IA ci aparey bi ba noppi di jaar ci ay done.
Lan moo wuutale architecture flow data ak processeur buñ miin?
Dataflow dafay tëral liggéeyu model bi ni pipeline ak stream done ci biir, dagg tukki yu yàqu yi ci dem ak dikk ci mémoire bi.
Lan la SambaNova fësal ci 2024-2025 ak SambaNova Niir?
SambaNova Cloud mingi sëgg ci inference yu gaaw ak mëna weccoo ci gaaw ci diggante model yu bari yu ubbeeku ci benn aparey.
Lu tax SambaNova di boole ordinatëram ak memory bu bari?
Memoire bu yaatu te bari ay etaas dafay may model yu rëy lool ak model yu bari ñu des sarse ak waajal, wàññi dem bi ak dikk bi ci done yi.
Ban xeetu kiliyaan moo gëna baax ci sistemu SambaNova yi ci biir kër gi?
Bànk yi, agence yu nguur gi, ak labo yi am soxla yu tar ci wàllu kaaraange done, ñooy gëna mëna doxal model yu am doole yi ci seen bopp ci hardware SambaNova.