JAGORAN kamfanoni

ServiceNow da kuma StarCoder

StarCoder babban samfurin harshe ne na buɗe don lamba, wanda ServiceNow Research da Hugging Face suka gina ta hanyar aikin BigCode.

2 min karatuAn sabunta ta ƙarshe

Dubawa

Yana da mahimmanci saboda ya kawo mataimaki mai ba da izini, wanda aka horar da shi a bayyane zuwa filin da rufaffiyar ƙira ta mamaye.

Zurfafa nutsewa

StarCoder dangi ne na ƙirar ƙirar ƙira da aka saki a watan Mayu 2023 ta BigCode, haɗin gwiwar haɗin gwiwar Bincike na ServiceNow da Hugging Face. Alamar alama ta StarCoderBase samfurin siga-biliyan 15.5 ne wanda aka horar da shi akan alamomin kusan tiriliyan daya da aka zana daga The Stack, babban ma'aunin bayanai na lambar tushe mai lasisin izini wanda ya mamaye harsunan shirye-shirye sama da 80. Siffar maɓalli mai mahimmanci ita ce taga mahallin 8,000-token da horon Cika-tsakiyar-tsakiyar, barin shi cikakken lambar da aka ba ta layukan gaba da biyo baya maimakon tsinkayar gaba kawai. BigCode ya jaddada tsarin sarrafa bayanai: ya buga bayanan horo, ya ba da kayan aikin ficewa ga masu haɓakawa, kuma ya fitar da samfurin ƙarƙashin lasisin OpenRAIL-M. StarCoder2, wanda aka saki a cikin 2024, ya faɗaɗa ɗaukar hoto zuwa fiye da harsuna 600.

Fahimtar Fasaha

StarCoder yana amfani da mai canzawa-kawai mai canzawa tare da kulawar tambaya da yawa, wanda ke raba maɓalli da kimar ƙima a cikin kawunan hankali don rage amfani da ƙwaƙwalwar ajiya da haɓaka ƙima a tsawon tsayin mahallin. An horar da shi tare da Fill-in-the-Tsakiya, inda ake raba takardu ba da gangan ba kuma ana sake tsara su don haka samfurin ya koyi samar da tazara mai ɓacewa akan lambar kewaye. Wannan ya sa ya dace da IDE autocompletion, inda mahallin ya kasance a bangarorin biyu na siginan kwamfuta.

Dabarun Tasiri

Dabarun mai siyarwa

Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.

Kudin da kasafin kuɗi

Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.

Haɗari da aminci

Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.

Makomar ServiceNow da StarCoder

Samfuran lambobi suna motsawa zuwa hanyoyin aiki na wakili inda ba kawai suna cika ta atomatik ba amma suna tsarawa, gudanar da gwaje-gwaje, da gyara kayan aikin nasu. StarCoder2, wanda aka horar da shi akan babban ma'auni na Stack v2 wanda aka gina tare da Software Heritage, yana nuni zuwa ga faffadan ɗaukar harshe da ingantaccen ingantaccen bayanai. Yi tsammanin ci gaba da ba da fifiko kan bayanan horo na gaskiya, hanyoyin ficewa, da tsayuwar lasisi yayin da binciken shari'a na samfuran horar da lambobi ke girma, da ƙarin haɗin kai cikin dandamali masu haɓaka masana'antu.

Aiwatar da Gaskiyar Duniya

Ƙaddamar da ƙaddamarwa ta atomatik da shawarwarin kammala lamba a cikin plugins na IDE da kari na edita

Samar da ayyukan tukunyar jirgi, gwaje-gwajen naúrar, da kirtani daga sharhin yaren yanayi

Fassara ko sake fasalin lamba tsakanin harsunan shirye-shirye a cikin lambar tushe na kasuwanci

Yin hidima a matsayin mataimaki na rikodin rikodin kai ga ƙungiyoyi waɗanda ba za su iya aika lambar mallakar mallaka zuwa APIs na girgije da aka rufe ba

Hatsari & Tsare-tsare

Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.

Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.

Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.

Taswirar Hanya

1

Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.

2

Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.

3

Kula da tsarin koma baya a cikin samfura ko masu siyarwa.

4

Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.

Ci gaba da Bincike

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Tambayoyin da ake yawan yi

Menene ServiceNow da StarCoder?

StarCoder babban samfurin harshe ne na buɗe don lamba, wanda ServiceNow Research da Hugging Face suka gina ta hanyar aikin BigCode. Yana da mahimmanci saboda ya kawo mataimaki mai ba da izini, wanda aka horar da shi a bayyane zuwa filin da rufaffiyar ƙira ta mamaye.

Wadanne kungiyoyi biyu ne suka jagoranci aikin BigCode wanda ya samar da StarCoder?

BigCode wani yunƙuri ne na haɗin gwiwa wanda ServiceNow Research da Hugging Face suka jagoranta don gina buɗaɗɗen, ƙirar ƙira da ƙima.

Menene sunan bayanan saitin lambar tushe mai izini da aka yi amfani da ita don horar da StarCoder?

An horar da StarCoder akan The Stack, babban rukunin lambar lasisin izini a cikin fiye da harsuna 80.

Wace dabarar horo ce ke ba da damar StarCoder ya cika lamba ta amfani da mahallin a bangarorin biyu na siginan kwamfuta?

Cika-cikin-tsakiyar horo yana sake yin oda da takaddun don samfurin ya koyi samar da tazarar da ya ɓace da aka bayar a baya da kuma bin mahallin.

Kusan girman girman samfurin StarCoderBase?

StarCoderBase yana da kusan sigogi biliyan 15.5, matsakaicin ƙayyadaddun ƙayyadaddun iyaka amma yana da ƙarfi don girmansa akan ayyukan lambar.

Wanne haɓakawa da kulawa StarCoder ke amfani da shi don rage ƙwaƙwalwar ajiya da haɓaka ƙima?

StarCoder yana amfani da kulawar tambaya da yawa, maɓalli na rabawa da tsinkayar ƙima a cikin kawunansu don yanke ƙwaƙwalwar ajiya da haɓaka zance na dogon lokaci.