SerivisiNone na StarCoder
StarCoder nicyitegererezo cyururimi runini rwa code, yubatswe na ServiceNow Ubushakashatsi na Hugging Face binyuze mumushinga wa BigCode.
Incamake
It matters because it brought a permissively licensed, transparently trained coding assistant to a field dominated by closed models.
Kwibira cyane
StarCoder ni umuryango wimyandikire yerekana code yasohotse muri Gicurasi 2023 na BigCode, ubufatanye buyobowe na ServiceNow Research na Hugging Face. Icyamamare StarCoderBase nicyitegererezo cya miliyari 15.5-yerekana amahugurwa yatojwe ku kimenyetso kigera kuri tiriyari imwe yakuwe muri The Stack, dataset nini ya code yemewe yemewe yemewe ikubiyemo indimi zirenga 80. Ikintu cyingenzi gitandukanya ibiranga ni 8000-yerekana ibimenyetso byerekana idirishya hamwe no Kuzuza-hagati-yo hagati, kureka kode yuzuye yatanzwe kumirongo ibanziriza iyikurikira aho guhanura gusa imbere. BigCode yashimangiye imiyoborere yamakuru: yasohoye amakuru yamahugurwa, itanga igikoresho cyo guhitamo kubateza imbere, kandi isohora icyitegererezo munsi yimpushya za OpenRAIL-M. StarCoder2, yasohotse mu 2024, yaguye ikwirakwizwa mu ndimi zirenga 600.
Ubushishozi
StarCoder ikoresha decoder-transformateur gusa hamwe nibibazo byinshi byitondewe, igabana urufunguzo nagaciro kateganijwe mumutwe kugirango ugabanye imikoreshereze yibuka kandi wihutishe gufata umwanzuro muremure. Yahuguwe hamwe na Fill-in-the-Hagati, aho inyandiko zigabanijwe ku buryo butunguranye kandi zigasubirwamo bityo icyitegererezo cyiga kubyara umwanya wabuze uteganijwe kuri kode ikikije. Ibi bituma bihuza neza na IDE autocompletion, aho imiterere ibaho kumpande zombi za indanga.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka SerivisiNone na StarCoder
Moderi yimyandikire igenda yerekeza kubikorwa byakazi aho bitaba byikora gusa ahubwo birateganya, gukora ibizamini, no gukosora ibyasohotse. StarCoder2, yatojwe kuri dataset nini ya Stack v2 yubatswe hamwe na software Heritage, yerekana uburyo bwagutse bwururimi no kwerekana amakuru neza. Witegereze gukomeza gushimangira amakuru yimyitozo iboneye, uburyo bwo guhitamo, hamwe no gutanga impushya zisobanutse mugihe igenzurwa ryamategeko ryerekana imiterere yatojwe kode igenda yiyongera, hiyongereyeho kwishyira hamwe mubikorwa biteza imbere imishinga.
Gushyira mu bikorwa Isi
Guha imbaraga autocomplete hamwe na code-kurangiza ibyifuzo imbere ya IDE plugins hamwe niyagurwa rya editor
Kubyara imikorere ya boilerplate, ibizamini byibice, hamwe ninyandiko zivuye mururimi-karemano
Guhindura cyangwa gusubiramo kode hagati yindimi za porogaramu muri codebase yumushinga
Gukora nkuwiyakira-coding umufasha wimiryango idashobora kohereza kode yihariye kubicu bifunze APIs
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
LAION na Gufungura imibare
Ibibazo bikunze kubazwa
What is ServiceNow and StarCoder?
StarCoder nicyitegererezo cyururimi runini rwa kode, yubatswe na ServiceNow Ubushakashatsi na Hugging Face binyuze mumushinga wa BigCode. Nibyingenzi kuko yazanye uruhushya rwemewe, rwatojwe umufasha wa coding umufasha kumurima wiganjemo moderi zifunze.
Ni ayahe mashyirahamwe abiri yafatanije kuyobora umushinga wa BigCode wabyaye StarCoder?
BigCode yari imbaraga zifatanije ziyobowe na ServiceNow Ubushakashatsi na Hugging Face kubaka moderi zifunguye, zitezimbere.
Ni irihe zina rya dataset ya code yemewe yemewe ikoreshwa mugutoza StarCoder?
StarCoder yatojwe kuri The Stack, corpus nini ya code yemewe yemewe mu ndimi zirenga 80.
Nubuhe buryo bwo guhugura butuma StarCoder yuzuza kode yuzuye ukoresheje imiterere kumpande zombi za indanga?
Uzuza-hagati-Amahugurwa yohindura inyandiko kugirango icyitegererezo cyige kubyara igihe cyabuze cyatanzwe mbere n'ibikurikira.
Hafi ya bangahe ya StarCoderBase yerekana ibendera?
StarCoderBase ifite ibipimo bigera kuri miliyari 15.5, byoroheje ukurikije imipaka ariko bikomeye kubunini bwayo kubikorwa bya code.
Ni ubuhe buryo bwo gutezimbere StarCoder ikoresha kugirango igabanye kwibuka no kwihuta?
StarCoder ikoresha ibibazo-byinshi byitonderwa, igabana urufunguzo nagaciro kateganijwe mumutwe kugirango ugabanye kwibuka kandi byihutishe imiterere-ndende.