Makambani GUIDE

Baidu Ernie

ERNIE imhuri yemhando dzemitauro mikuru yakagadziridzwa naBaidu, kambani yekuChina inotungamira yekutsvaga.

2 min verengaLast update

Pfupiso

It matters as one of China's flagship answers to GPT-class systems and powers the Ernie Bot consumer chatbot.

Kudzika Kwakadzika

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.

Strategic Impact

Vendor strategy

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.

Mutengo uye bhajeti

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.

Ngozi uye kuchengeteka

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.

Ramangwana reBaidu Ernie

Baidu iri kusundira ERNIE kune akasimba multimodal kugona (zvinyorwa, mufananidzo, uye izwi), zvakachipa kufungidzira, uye kusimba kubatanidza pane zvigadzirwa zvayo uye yekuvandudza gore chikuva. Tarisira kuenderera mberi kwemakwikwi nemamwe maChinese modhi seAlibaba's Qwen uye DeepSeek, pamwe nekuwedzera kukoshesa kuendeswa kwebhizinesi neAI vamiririri. Tsanangudzo yeERNIE ichaumbwa zvakanyanya neChina chepamba chip supply, mutemo wehurumende, uye mujaho wakakura wekuvaka anozvitonga, anodzorwa munharaunda AI masisitimu.

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.

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

1

Ongorora vanopa uchishandisa ako ega mabasa uye dataset.

2

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.

3

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.

4

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.

Ramba Uchiongorora

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What is 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.

Ndeipi kambani yakagadzira mhuri yeERNIE yemamodheru?

ERNIE inogadzirwa neBaidu, inowanzotsanangurwa sekambani yeChina inotungamira yekutsvaga injini.

Chii chinosiyanisa nezve ERNIE's pretraining ichienzaniswa nevanilla BERT?

ERNIE inovhara mazwi ese, mitsara, uye masangano ane mazita kukurudzira kudzidza kweruzivo rwepasirese.

Ko mutengi chatbot inofambiswa neERNIE inonzi chii?

Baidu yakatanga Ernie Bot, anozivikanwa muchiChinese saWenxin Yiyan, muna Kurume 2023 semukwikwidzi weChatGPT.

Chii chinonzi acronym ERNIE chinosimbisa zvakanyanya?

ERNIE inomiririra Enhanced Representation kuburikidza nekNowledge IntEgration, ichisimbisa ruzivo rwayo.

Mutauro upi unonyanya kutaurwa naERNIE?

ERNIE yakagadziridzwa uye inoshanda zvakanyanya pamabasa ekunzwisisa mutauro wechiChinese.