SambaNova Systems
I-SambaNova yinkampani yezingxenyekazi zekhompiyutha ze-AI kanye nesoftware enama-chips e-Dataflow Alungisekayo kanye nenkundla enezitaki ezigcwele ezakhelwe ukusebenzisa amamodeli amakhulu e-AI ngendlela efanele.
Uhlolojikelele
It matters because it offers an alternative to GPUs with a different architecture optimized for the way AI models actually move data.
I-Deep Dive
Yasungulwa ngo-2017 nguprofesa wase-Stanford u-Kunle Olukotun, u-Rodrigo Liang, no-Christopher Re, i-SambaNova izinze e-Palo Alto futhi yaba ngesinye seziqalo ze-chip ze-AI ezixhaswe kakhulu. Kunokuba ithengise ama-chips aluhlaza, ivame ukuletha i-AI njengohlelo olugcwele noma isevisi. Amaphrosesa ayo e-Reconfigurable Dataflow Unit (RDU) kanye ne-SN40L chip pair ahlanganisa nenani elikhulu lenkumbulo kangangokuthi amamodeli amakhulu alingana ngaphandle kokushova njalo kwedatha. I-SambaNova iphromotha idizayini 'yokugeleza kwedatha' ebonisa igrafu yekhompyutha yemodeli ye-AI ngokuqondile ku-hardware. Ngo-2024-2025 yancika ekucabangeni okusheshayo nge-SambaNova Cloud, ibamba amamodeli amakhulu avulekile futhi igcizelela amandla okushintsha ngokushesha phakathi kwamamodeli amaningi ku-hardware efanayo.
I-Technical Insight
Amaphrosesa amaningi alanda imiyalelo inqwaba eyodwa ngesikhathi. Isakhiwo sokugeleza kwedatha esikhundleni salokho kuveza ukulandelana kwemisebenzi yemodeli ye-AI njengepayipi futhi kusakazwa idatha kuyo, kunciphisa ukunyakaza okumoshayo ukuya nokubuya enkumbulweni. Ama-chips e-SambaNova ahlanganisa lokhu nesistimu yememori ehlanganisiwe, ehlanganisa inkumbulo ephezulu yomkhawulokudonsa kanye nenkumbulo enkulu, ngakho-ke amamodeli amakhulu kakhulu namamodeli amaningi ahlukene angabanjwa alungile futhi akhonzwe ngokusebenza kahle okuphezulu.
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 leSambaNova Systems
I-SambaNova izibeka endaweni kumakhasimende ebhizinisi nawohulumeni afuna ukusebenzisa amamodeli avulekile anamandla ngasese futhi ashintshe phakathi kwawo ngemali ephansi. Lindela ukugxila okuqhubekayo ekusebenzeni kahle kwemibono, amandla amakhulu enkumbulo amamodeli we-trillion-parameter kanye nengxubevange yochwepheshe, kanye nokuthunyelwa emagcekeni kwezinhlangano ezinemithetho eqinile yedatha. Impumelelo yayo incike ekuzuzeni amakhasimende kude ne-GPU ecosystem futhi kufakazele isitaki sesoftware yayo kulula ukusithatha.
Ukuqaliswa Komhlaba Wangempela
Ukusebenzisa amamodeli amakhulu avulekile amaningi kusistimu eyodwa nokushintsha phakathi kwawo ngokushesha ngemisebenzi ehlukene yebhizinisi
Ukuthumela i-AI yangasese emagcekeni amabhange nezikhungo zikahulumeni ezinezidingo eziqinile zokuphepha kwedatha
Inikeza amamodeli amakhulu avulekile afana ne-Llama ngesivinini esiphezulu nge-SambaNova Cloud
Inika amandla imithwalo yemisebenzi yesayensi neyezwe lonke edinga inkumbulo enkulu yamamodeli amakhulu
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
Cruise Self-Driving Systems
Imibuzo evame ukubuzwa
What is SambaNova Systems?
I-SambaNova yinkampani yezingxenyekazi zekhompiyutha ze-AI kanye nesoftware enama-chips e-Dataflow Alungisekayo kanye nenkundla enezitaki ezigcwele ezakhelwe ukusebenzisa amamodeli amakhulu e-AI ngendlela efanele. Ibalulekile ngoba inikeza enye indlela kuma-GPU anesakhiwo esihlukile esilungiselelwe indlela amamodeli we-AI ahambisa ngayo idatha.
Yimuphi ubuciko bokwakhiwa kweSambaNova kuma-chips ayo?
I-SambaNova's Reconfigurable Dataflow Units imephu igrafu yokubala yemodeli ye-AI ku-hardware futhi asakaze idatha ngayo.
Ingabe i-dataflow architecture ihluke kanjani kumprosesa ojwayelekile?
Imiklamo ye-Dataflow ibeka imisebenzi yemodeli njengepayipi futhi isakaza idatha, inqamule uhambo olumoshile ukuya nokubuya enkumbulweni.
Yini iSambaNova eyagcizelela ngo-2024-2025 ngeSambaNova Cloud?
I-SambaNova Cloud igxile ekuqondeni ngesivinini esikhulu kanye nekhono lokushintsha ngokushesha phakathi kwamamodeli amaningi amakhulu avulekile kuhadiwe efanayo.
Kungani iSambaNova ibhanqa ikhompuyutha yayo nenani elikhulu lenkumbulo?
Inkumbulo enkulu, enezigaba ivumela amamodeli amakhulu kakhulu futhi amamodeli amaningi ahlale elayishiwe futhi elungile, enciphisa ukunyakaza kwedatha okungasebenzi kahle.
Iluphi uhlobo lwekhasimende olufaneleka ngokuqinile kumasistimu asendaweni e-SambaNova?
Amabhange, ama-ejensi kahulumeni, namalebhu anezidingo eziqinile zokuphepha kwedatha afaneleka ngokwemvelo ukusebenzisa amamodeli anamandla ngasese ku-SambaNova hardware.