Kubuza Kode
Kuzuza decoding bihatira icyitegererezo cyururimi kubyara umusaruro ukurikiza amategeko akomeye - nka JSON yemewe, ishusho ya regex, cyangwa guhitamo guhitamo - muguhagarika ikimenyetso icyo aricyo cyose cyasenya imiterere.
Incamake
It turns a probabilistic text generator into a reliable producer of machine-parseable output.
Kwibira cyane
Ururimi rwicyitegererezo rusanzwe rwerekana ibimenyetso bikurikira bivuye mumagambo yuzuye, ntakintu rero kibuza gukora koma yazimiye cyangwa inyuguti idahwitse imena JSON. Kubuza decoding ikosora ibi mukubungabunga ikibonezamvugo cyangwa imashini ya leta hamwe nibisekuru. Kuri buri ntambwe, sisitemu ibara ibimenyetso byemewe ukurikije ibyakozwe kugeza ubu, hanyuma bikabika (bigashyira ku iherezo ribi) bishoboka ko buri kimenyetso kitemewe mbere yo gutoranya. Kuri JSON, bivuze ko nyuma yo gufungura umurongo byemewe gusa amagambo cyangwa gufunga byemewe; nyuma yurufunguzo, gusa inyuguti. Gushyira mubikorwa bisanzwe bikusanya ikibonezamvugo kitarimo imiterere (nka GBNF muri llama.cpp), JSON Schemas, cyangwa imvugo isanzwe muri aya masike yo murwego rwo hejuru, byemeza ko ibisohoka byemewe muburyo bwubaka aho kuba ibyiringiro.
Ubushishozi
Uburyo bwibanze ni ikimenyetso cya mask ikoreshwa kuri logi mbere ya softmax. Isesengura ikurikirana ikibonezamvugo kigezweho; kuri iyo leta ibanziriza urutonde rwemerewe gukurikira ibimenyetso, na decoder zeru ibishoboka byabandi bose. Igice gikomeye nuko tokenizers yagabanije inyandiko mo ibice byijambo ridahuza nibimenyetso byikibonezamvugo, bityo amasomero nka Outlines cyangwa XGrammar yubaka ikarita yerekana ikarita yerekana ikibonezamvugo ku magambo nyayo yerekana ibimenyetso, akenshi abikwa vuba.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Kugera no kugera
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Ibyemezo bisobanutse
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Kazoza Kumenyekanisha Kubuza
Kode ya decodeur irahinduka ibintu bisanzwe aho kuba on-on: abatanga ubu bagaragaza 'ibisubizo byubatswe' na 'JSON mode' byemeza gahunda yo kubahiriza seriveri. Tegereza ikibonezamvugo cyihuse, ubukererwe buke buturutse kuri automatate yabigenewe, hamwe no kurushaho guhuza ibikoresho byo guhamagara hamwe nuburyo bwo guhamagarira abakozi, aho buri gisubizo cyicyitegererezo kigomba guhinduka neza muri kode. Ubushakashatsi burimo gusunika ku mbogamizi zikungahaye - ubwoko bwa sisitemu, ikibonezamvugo cyuzuye cyo gukoresha ururimi, hamwe no kugenzura ibisobanuro - utitaye ku kuvuga neza icyitegererezo.
Gushyira mu bikorwa Isi
Guhatira LLM gusohora JSON ihuye neza nigishushanyo mbonera cyateganijwe kugirango code yo hepfo irashobora kugereranya utagerageje / usibye abarinzi.
Kugabanya igisubizo cyicyitegererezo cyibisubizo kuri kimwe mubirango bihamye byashyizweho nka 'byiza', 'bibi', cyangwa 'kutabogama' ntakindi.
Gukora syntactique yemewe SQL cyangwa imikorere-guhamagarira impaka zo gukoresha ibikoresho, aho ikimenyetso kidahwitse cyagwa umuyobozi.
Gukora ibisohoka bihuye nimvugo isanzwe, nkumubare wa terefone, itariki ya ISO, cyangwa kode y'ibicuruzwa byagenwe.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Gutandukanya ibintu
Ibibazo bikunze kubazwa
What is Constrained Decoding?
Kuzuza decoding bihatira icyitegererezo cyururimi kubyara umusaruro ukurikiza amategeko akomeye - nka JSON yemewe, ishusho ya regex, cyangwa guhitamo guhitamo - muguhagarika ikimenyetso icyo aricyo cyose cyasenya imiterere. Ihindura ibishoboka byabyara generator muburyo bwizewe bwo gukora imashini isohora ibintu.
Ni ubuhe buryo bwo kubuza gukora buri kintu cyose kuri buri ntambwe?
Kubara decoding yabujijwe ibimenyetso byemewe ukurikije imiterere yikibonezamvugo kandi igashyiraho amahirwe yikimenyetso cyose kitemewe kugera kuri zeru mbere yicyitegererezo.
Ni ukubera iki kubuza decoding ari ingirakamaro mu gutanga umusaruro wa JSON?
Mugihe cyose wemera ibimenyetso bikomeza ikibonezamvugo cya JSON gifite agaciro, ibisohoka ntibishobora kugira imirongo idahwitse cyangwa koma zasimbuwe, bityo igereranya neza.
Ni izihe mbogamizi tekinike ituma decoding igoye kubishyira mubikorwa?
Tokenizers yagabanije inyandiko mubice byijambo bitandukanya cyangwa bigabanya imipaka yikibonezamvugo, amasomero rero agomba gushushanya ikarita yikibonezamvugo ku magambo nyayo yerekana ibimenyetso.
Ninde muribi muburyo nyabwo bukoreshwa mugusobanura imbogamizi za decoding?
JSON Schemas, ikibonezamvugo kitarimo imiterere (nka GBNF), hamwe nimvugo isanzwe ikusanyirizwa mubimenyetso byerekana ibimenyetso byubaka.
Ni ryari mu miyoboro ikoreshwa rya mask isanzwe ikoreshwa?
Mask ikoreshwa mubiti bibisi kugirango ibimenyetso bitemewe byakira amahirwe make mugihe ikimenyetso gikurikira cyatanzwe.