Overview
ERNIE imhuri yemhando dzemitauro mikuru yakagadziridzwa naBaidu, kambani yekuChina inotungamira yekutsvaga. Izvo zvine basa seimwe yemhinduro dzekuChina kuGPT-kirasi masisitimu uye inopa masimba Ernie Bot mutengi chatbot.
Baidu Ernie inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
ERNIE inomirira kuti 'Enhanced Representation through kNowledge IntEgration.' Kekutanga yakaunzwa naBaidu muna 2019, yakatanga semhando yeBERT-style yemutauro ine twist: pachinzvimbo chekuvharisa zvidimbu zvemashoko ega, inovhara mazwi akazara, mitsara, uye masangano ane mazita, ichikurudzira modhi kudzidza ruzivo rwepasirese uye hukama. Pamusoro peshanduro dzakatevedzana, ERNIE yakakura kuita mamodheru makuru ekugadzira. Baidu akatanga Ernie Bot (Wenxin Yiyan) muna Kurume 2023 semukwikwidzi we ChatGPT, uye akazoburitsa ERNIE 4.0 uye iyo multimodal ERNIE mhuri. Iwo mamodheru akanyatsobatanidzwa nekutsvaga kweBaidu, gore, mamepu, uye smart-device ecosystem, uye akagadzirirwa kushanda mukati memamiriro ekutonga eChina, kusanganisira zvidzoreso zvemukati.
Technical Insight
ERNIE's siginicha zano ndeye ruzivo-inosimudzira pretraining. Panzvimbo pekuvharisa zvisina tsarukano subword tokens senge vanilla BERT, ERNIE inovhara masangano ese nemitsara (semuenzaniso, munhu akazara kana zita renzvimbo), saka modhi inofanirwa kuvimba nezvakawanda uye kutora hukama hwechokwadi. Shanduro dzakazotevera dzinobatanidza magirafu ezivo akarongwa uye anoramba achiitwa akawanda-akawanda 'anoramba achidzidza' pretraining framework, zvichibatsira ERNIE kubata kufunga nekunzwisisa mutauro mabasa muChinese zvakanyanya.
Mastering Baidu Ernie
ERNIE imhuri yemhando dzemitauro mikuru yakagadziridzwa naBaidu, kambani yekuChina inotungamira yekutsvaga. Izvo zvine basa seimwe yemhinduro dzekuChina kuGPT-kirasi masisitimu uye inopa masimba Ernie Bot mutengi chatbot. Baidu Ernie inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuvaka kunzwisisa kwakadzama, bata Baidu Ernie 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 Baidu Ernie 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
Vashandisi veChinese vanokurukura naErnie Bot (Wenxin Yiyan) kunyora zvinyorwa, kupindura mibvunzo, uye kugadzira mifananidzo.
Mabhizinesi anovaka zvikumbiro paERNIE kuburikidza neBaidu's Qianfan gore AI papuratifomu.
Kutsvaga kweBaidu kunobatanidza ERNIE kugadzira mhinduro, dzakagadzirwa kumibvunzo.
Vagadziri vanoshandisa ERNIE kumabasa emutauro weChinese sekuongorora manzwiro uye kupfupisa kwegwaro uko kunobatsira kudzidziswa kweruzivo.
Maitiro Ekuita
Baidu Ernie mukuita
Vashandisi veChinese vanokurukura naErnie Bot (Wenxin Yiyan) kunyora zvinyorwa, kupindura mibvunzo, uye kugadzira mifananidzo.
Vashandisi veChinese vanokurukura naErnie Bot (Wenxin Yiyan) kunyora mameseji, kupindura mibvunzo, uye kugadzira mifananidzo Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Baidu Ernie mukuita
Mabhizinesi anovaka zvikumbiro paERNIE kuburikidza neBaidu's Qianfan gore AI papuratifomu.
Mabhizinesi anovaka zvikumbiro paERNIE kuburikidza neBaidu's Qianfan gore AI papuratifomu Matimu anowanzo kuwana zvibodzwa zviri nani kana achinge atsanangudza mhando kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Baidu Ernie mukuita
Kutsvaga kweBaidu kunobatanidza ERNIE kugadzira mhinduro, dzakagadzirwa kumibvunzo.
Kutsvaga kweBaidu kunobatanidza ERNIE kuburitsa mhinduro dzekukurukurirana, dzakagadzirwa kumibvunzo 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.
Baidu Ernie mukuita
Vagadziri vanoshandisa ERNIE kumabasa emutauro weChinese sekuongorora manzwiro uye kupfupisa kwegwaro uko kunobatsira kudzidziswa kweruzivo.
Vagadziri vanoshandisa ERNIE yemabasa emutauro weChinese sekuongorora manzwiro uye kupfupisa kwegwaro uko kudzidziswa kwaro-kwakawedzera ruzivo kunobatsira Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, 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.