Overview
Cerebras inovaka yakakura pasi rese komputa chip, iyo Wafer-Scale Injini, ichiisa yese AI processor pane imwe chete yekudya kwemanheru-ndiro-saizi chidimbu chesilicon. Izvo zvine basa nekuti iyi dhizaini yakakura inodimbura nguva yainotora kudzidzisa uye kumhanya hombe AI modhi.
Cerebras Systems inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
Yakavambwa muna 2015 uye yakavakirwa muSunnyvale, California, Cerebras yakatora bheti yekupokana: pachinzvimbo chekubatanidza zviuru zvemaGPU madiki, yaizovaka imwe hombe chip. Yayo Wafer-Scale Injini (WSE) inochekwa kubva kune yakazara silicon wafer pane kuchekwa mumazana emachipisi madiki. Yechitatu-chizvarwa WSE-3, yakatangwa muna 2024, inotakura zvinosvika matiriyoni mana transistors uye 900,000 AI-yakagadziridzwa cores pachidimbu chimwe chete chesilicon chakaenzana nendiro yekudya kwemanheru. Cerebras inotengesa izvi seCS-3 masisitimu uye inopa gore inference service. Pakazosvika 2024-2025 yakazozivikanwa nekumhanya-mhanya kwerekodhi, ichimhanyisa mamodheru akavhurika seLlama pazviuru zvematokeni pasekondi, nekukurumidza zvakanyanya kupfuura zvakajairwa GPU setups.
Technical Insight
Yakajairika chip foundry inocheka yakatenderedza silicon wafer mune akawanda madiki anofa. Cerebras pachinzvimbo ichi inochengeta iyo wafer yese sechipu chimwe, yobva yashandisa redundant cores uye yakangwara nzira yekushanda yakatenderedza kugadzira hurema hunowanzo paradza munhu anofa. Kuchengeta zvese pane imwe wafer zvinoreva kuti data inofamba pakati pemacores pamusoro pe-chip waya pane kunonoka ekunze networking, ichipa yakakura ndangariro bandwidth uye zvinoshamisa kudzika latency yeAI mabasa.
Mastering Cerebras Systems
Cerebras inovaka yakakura pasi rese komputa chip, iyo Wafer-Scale Injini, ichiisa yese AI processor pane imwe chete yekudya kwemanheru-ndiro-saizi chidimbu chesilicon. Izvo zvine basa nekuti iyi dhizaini yakakura inodimbura nguva yainotora kudzidzisa uye kumhanya hombe AI modhi. Cerebras Systems inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuvaka kunzwisisa kwakadzama, bata Cerebras Systems semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, kujekesa fungidziro, uye patsanura izvo zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Cerebras Systems zvinoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Kumhanyisa mamodheru emitauro mikuru yakavhurika senge Llama pazviuru zvematokeni pasekondi kune yekupedzisira-inokurumidza chatbot uye mhinduro dzeajenti.
Kudzidzira mutauro wakakura uye mhando dzesainzi nekukurumidza nekudzivisa mabhodhoro etiweki emasumbu akawanda eGPU
Kusimbaradza zvinodhaka-kuwanikwa uye mamolecular simulations emishonga uye yenyika-lab yekutsvagisa vanobatana
Kushanda seye compute musana wemapurojekiti eAI, akadai sekutumirwa kwakakura kuMiddle East.
Maitiro Ekuita
Cerebras Systems mukuita
Kumhanyisa mamodheru emitauro mikuru yakavhurika seLlama pazviuru zvematokeni pasekondi kune ekupedzisira-inokurumidza chatbot uye mhinduro dzeajenti.
Kumhanyisa mamodheru emitauro mikuru yakavhurika seLlama pazviuru zvematokeni pasekondi kune ekupedzisira-inokurumidza chatbot uye mhinduro dzeajenti Zvikwata zvinowanzowana mibairo iri nani kana vachinge vatsanangura zvikumbaridzo zvemhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvose zvinobudirira kubudirira uye kukanganisa mutengo nekufamba kwenguva.
Cerebras Systems mukuita
Kudzidzira mutauro wakakura uye mhando dzesainzi nekukurumidza nekudzivisa mabhodhoro etiweki emasumbu akawanda eGPU.
Kudzidzira mutauro wakakura uye mhando dzesainzi nekukurumidza nekudzivirira mabhodhoro etiweki e-multi-GPU masumbu Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Cerebras Systems mukuita
Kusimbaradza zvinodhaka-kuwanikwa uye mamolecular simulations emishonga uye yenyika-lab research partners.
Kusimbaradza kuwanikwa kwezvinodhaka uye kuenzanisa kwemamorekuru kune vemishonga uye nyika-lab tsvakiridzo matimu Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Cerebras Systems mukuita
Kushanda seye compute musana wemapurojekiti eAI, akadai sekutumirwa kwakakura muMiddle East.
Kushanda semutsindo wekombuta yeanozvitonga AI mapurojekiti, akadai sekutumirwa kwakakura muMiddle East Matimu anowanzo kuwana mhedzisiro iri nani kana vachitsanangudza zvikumbaridzo zvemhando yepamusoro, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.