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Wayve LINGO Driving Language Models

Wayve's LINGO modhi dzinobatanidza inozvityaira ine yekufunga kwemutauro wechisikigo, saka mota inokwanisa kutsanangura zvainoona uye nei ichiita.

2 min verengaLast update

Pfupiso

It is a bet that language can make autonomous driving more interpretable, teachable, and safe.

Kudzika Kwakadzika

Wayve iLondon-based self-driving company iyo yakapayona nzira yekudzidza 'yekupedzisira-kusvika-kumagumo': panzvimbo yemitemo yakanyorwa nemaoko, neural network inodzidza kutyaira zvakananga kubva kune data kamera. LINGO-1 (2023) yakawedzera modhi yemutauro wechiratidzo inorondedzera kutyaira neChirungu chakajeka ('Ndiri kunonoka nekuti mufambi ari kuyambuka'). LINGO-2 (2024) yakaenda mberi, ichibatanidza mutauro uye chiito kuitira kuti muenzaniso ugone kutsanangura zvisarudzo uye kutungamirirwa nemirairo yezvinyorwa se'kudhonza pamusoro.' Izvi zvinoita kuti iyo inowanzo opaque 'bhokisi dema' rekutyaira network riongororwe. Thesis yaWayve yakapamhama ndeye 'Embodied AI' - kudzidza hunyanzvi hwekutyaira kubva kune data kwete kune yakadzama mepu, ichivavarira kuendesa kune dzakawanda mhando dzemotokari nemaguta pasina per-nzvimbo engineering.

Technical Insight

LINGO chimiro chechiratidzo-mutauro-chiito. Mafuremu ekamera akavharirwa mumatokeni uye anodyiswa, padivi pemavara, kuita shandurudzo yakadzidziswa kutyaira zvimedu zvakapetwa netsananguro yemunhu uye mhinduro yemubvunzo. Zvikuru, iwo muenzaniso iwoyo unoburitsa mutauro unogona zvakare kuburitsa chidhiraivho nekumhanyisa, saka tsananguro dzakadzika mugwara chairo rekutyaira pane kuti rakaparadzana mushure-iyo-yechokwadi mutauri-kuderedza njodzi yekuti mazwi nemaitiro zvinosiyana.

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 reWayve LINGO Driving Language Models

Tarisira kuti matinji anofambiswa nemutauro ave chiyero chekuyedza uye kusimbisa kuzvitonga: mainjiniya anobvunza 'sei wabhureki?' mumamiriyoni ezviitiko. Wayve ine chinangwa chekupa rezinesi yayo 'AI Driver' hwaro modhi kune vanogadzira mota pane kuvaka yavo mota. Sezvo aya mamodheru anoyera, mibvunzo yakavhurika inovimbika pasi pezvisingawanzo 'makesi emupendero,' maitiro ekuona tsananguro dzataurwa dzinonyatsoratidza kufunga kwemukati, uye kugamuchirwa kwemutemo kweakadzidza, asiri emitemo-akavakirwa madhiraivha masisitimu.

Real-World Implementation

Kugadzira tsananguro yeChirungu-inotsanangura sarudzo yega yega yekutyaira panguva yekuyedzwa kwemugwagwa

Kurega mainjiniya achibvunza maitiro ezvikepe nemibvunzo yemutauro wechisikigo kugadzirisa zvisingawanzo kuitika.

Kugamuchira mavara kana mirairo yezwi senge 'turn left pamagetsi' kutungamira mota

Kugadzira data rekudzidziswa uye rekusimbisa nekubatanidza mifananidzo yekutyaira nemubvunzo-mhinduro zvirevo

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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Gaidhi rinotevera

Wayve uye End-to-End-Ekupedzisira Driving Models

Mibvunzo inowanzo bvunzwa

What is Wayve LINGO Driving Language Models?

Wayve's LINGO modhi dzinobatanidza inozvityaira ine yekufunga kwemutauro wechisikigo, saka mota inokwanisa kutsanangura zvainoona uye nei ichiita. Kubheja kuti mutauro unogona kuita kuti kutyaira uchizvimirira kudurikike, kudzidzisike, uye kwakachengeteka.

Ndeipi yakakosha kugona LINGO-1 yakawedzerwa kuWayve's drive system?

LINGO-1 yakaunza modhi yemutauro wechiratidzo inorondedzera sarudzo dzekutyaira muChirungu chakajeka, zvichiita kuti sisitimu yacho inyatsodudzirwa.

LINGO-2 inodarika sei LINGO-1?

LINGO-2 chiono-mutauro-chiito modhi: inosungira zvinyorwa kune chaiyo yekutyaira mutemo, saka inogona kutungamirwa nemirayiridzo uye kutsanangura maitiro ayo.

Chii chinonzi Wayve's 'end-to-end' maitiro anorevei?

Wayve anodzidza maitiro ekutyaira zvakananga kubva kudhata ine neural network, panzvimbo yekuvimba neyakakura-yakagadzirwa nemaoko mitemo uye yakadzama mepu.

Sei kudzika tsananguro mune imwecheteyo modhi inotyaira yakakosha?

Kana tsananguro yaibva kune mumwe murondedzeri akaparadzana, mashoko nezviito zvinogona kupokana; kugovera imwe modhi inochengeta tsananguro dzakasungirirwa kusarudzo chaidzo.

Chii chinonzi Wayve's yakataurwa bhizinesi zano kune yayo AI Driver?

Wayve ine chinangwa chekupa iyo yakadzidza yekutyaira hwaro modhi kune vanogadzira mota pane kugadzira mota dzayo.