SerwiisLeegi ak Kodu Star
StarCoder xeetu làkk bu yaatu la bu ubbeeku ngir kod, bi ServiceNow Research tabax ak Hugging Face jaaraleko ci projet BigCode.
Résumé
It matters because it brought a permissively licensed, transparently trained coding assistant to a field dominated by closed models.
Plongeur bu xóot
StarCoder famiy xeetu kode la bu BigCode génne ci mee 2023, muy lëkkaloo bu ServiceNow Research ak Hugging Face jiite. StarCoderBase xeetu flagship la bu am 15.5 milyaar ci ay paramet yuñ tàggat ci lu tollu ci benn bilioŋ ciy token yuñ jëlee ci The Stack, muy benn done bu mag bu am kodu source bu am lisaas buy lalu ci lu ëpp 80 làkki prograam. Benn ci màndarga yi ko wuutale mooy palanteer contexte 8,000-token ak tàggat Fill-in-the-Middle, may ko mu matt kode biñ jox ligne yi jiitu ak yi ci topp, du wax rek ci kanam. BigCode dafa fësal doxalinu done: siiwal na done tàggat, jox jumtukaayu opt-out ngir developpeur yi, ba noppi génne model bi ci ndigalu OpenRAIL-M. StarCoder2, miñu génne ci 2024, dafa yaatal liggéey bi ba ëpp 600 làkk.
Gis-gis xarala
StarCoder dafay jëfandikoo transformatëru decoder kese ak ay laaj yu bari, yuy séddoo ay projection key ak valeur ci boppu yi ngir wàññi jëfandikoo mémoire bi ak gaawlu inference ci guddaayi contexte yu gudd. Ñu ngi ko tàggat ci Fill-in-the-Middle, muy barab bu ñuy xaaj dokimaa ci anam wu mucc, ba noppi ñu raññewaat ko suko defee model bi jàng defar span bu ñàkk ci kode bi ko wër. Loolu moo tax mu méngoo bu baax ak IDE autocompletion, muy barab bu am contexte ci ñaari wetu curseur bi.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu Serwiis Leegi ak StarCoder
Modèlu kode yi dañu jëm ci def liggéeyu agence, fu duñu yam ci defar seen bopp waaye dañuy waajal, def ay test, ak defar seen bopp. StarCoder2, miñu tàggat ci Stack v2 bu gëna mag biñ tabax ak Software Heritage, dafay wane ni làkk wi dafay gëna yaatu, te gëna am njariñ ci done yi. Xaarandil ñu wéyal fësal done yu leer ci wàllu tàggat, pexe opt-out, ak leer ci lisence yi ginaaw bi ñuy saytu yoon ci model yiñ tàggat ci kode, boole ci boole ci platform developpeur enterprise yi.
Doxal ci àdduna dëgg
Dafay may digle yiy yeggali seen bopp ak yeggali kode ci biir plugin IDE ak extension editër
Defar fonction plaque chaudière, test unitaire, ak docstrings ci komànteer làkk wiñ nàmp
Tekki wala refactoring kode ci digganté làkki prograam ci biir benn codebase enterprise
Liggéey ni assistant codage self-hosting ngir mbootaay yi mënu yónnee kodu moomeel ci API cloud yu tëju
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
LAION ak ay done yu ubbeeku
Laaj yi ñuy faral di laaj
What is ServiceNow and StarCoder?
StarCoder xeetu làkk bu yaatu la bu ubbeeku ngir kod, bi ServiceNow Research tabax ak Hugging Face jaaraleko ci projet BigCode. Dafa am solo ndax dafa indi assistant codage bu am lisaas bu leer, buñu tàggat ci anam wu leer, ci barab bu model yu tëju yi ëppee doole.
Yan ñaari mbootaay ñoo jiite projet BigCode bi defar StarCoder?
BigCode liggéey la bu ServiceNow Research ak Hugging Face ñoo ko jiite ngir tabax ay xeeti kod yu ubbeeku, ñu defar ko ci anam wu jaar yoon.
Lan mooy turu done yiñ jëfandikoo ngir tàggat StarCoder?
StarCoder dañu ko tàggat ci The Stack, di benn corpus bu mag bu am lisaas buy may ñu jëfandikoo kodu lu ëpp 80 làkk.
Ban pexem tàggat mooy may StarCoder mu matt kode bi ci jëfandikoo context ci ñaari wetu kursoer bi?
Fill-in-the-Middle training dafay raññe dokimaa yi suko defee model bi jàng defar span bu ñàkk biñ jox contexte bi njëkk ak bi ci topp.
Lu tollu ci ban yaatuwaayu xeetu StarCoderBase la?
StarCoderBase amna luy tollu ci 15.5 milyaar ciy parametre, yu ndaw ci wàllu frontiere waaye dëgër ci dayoom ci liggéey kode.
Ban optimisation attention la StarCoder di jëfandikoo ngir wàññi mémoire bi ak gaawlu inference bi?
StarCoder dafay jëfandikoo bàyyi xel ci laaj yu bari, séddoo caabi ak projection valeur ci bopp yi ngir dagg mémoire bi ak gaawlu inference contexte bu yàgg.