Ndozi amachibidoro
Ndozi mmachi na-amanye ụdị asụsụ iwepụta mmepụta nke na-agbaso iwu siri ike - dị ka JSON bara uru, usoro regex, ma ọ bụ nhọrọ edoziri - site na igbochi akara ọ bụla ga-emebi usoro ahụ.
Nchịkọta
Ọ na-atụgharị onye na-emepụta ederede puru omume ka ọ bụrụ onye na-emepụta ihe a pụrụ ịdabere na ya.
Ime miri emi
Ụdị asụsụ na-ejikarị atụpụta akara na-esote site na okwu ya zuru oke, yabụ na ọ nweghị ihe na-egbochi ya imepụta rikoma kpafuru akpafu ma ọ bụ akara na-enweghị isi nke na-agbaji ntule JSON. Ndozi mmachi na-edozi nke a site na idowe ụdaasụsụ ma ọ bụ igwe steeti n'akụkụ ọgbọ. Na usoro ọ bụla, usoro ahụ na-agbakọ akara ngosi ndị iwu kwadoro ihe emepụtara ugbu a, wee kpuchie (na-etinye aka na njedebe na-adịghị mma) ohere nke akara ngosi iwu na-akwadoghị tupu ịlele. Maka JSON, nke ahụ pụtara ka emechara ihe nkwado mmeghe naanị ihe nkwado ma ọ bụ nkwado mmechi ka anabatara; mgbe igodo, naanị a colon. Mmejuputa iwu a na-ahụkarị na-achịkọta ụtọ asụsụ na-enweghị ihe ọ bụla (dị ka GBNF na llama.cpp), JSON Schemas, ma ọ bụ nkwupụta oge niile n'ime ihe mkpuchi ọkwa ọkwa ndị a, na-ekwe nkwa na mmepụta ahụ na-arụ ọrụ nke ọma site na nrụpụta kama ịbụ site na olile anya.
Nghọta nka nka
Isi usoro bụ ihe nkpuchi token etinyere na logit tupu softmax. Ntụsa na-eso ọnọdụ ụtọ asụsụ dị ugbu a; n'ihi na nke ahụ steeti ọ na-ebu ụzọ gbakọọ set nke ekwe na-esote token, na decoder zeroes ohere nke ndị ọzọ niile. Ihe siri ike bụ na tokenizers kewara ederede ka ọ bụrụ mkpụrụ okwu subword na-adabaghị na akara ụtọ ụtọ, yabụ ụlọ akwụkwọ dị ka Outlines ma ọ bụ XGrammar na-ewulite ntụgharị asụsụ nke eserese akpaaka na n'ezie okwu token, na-echekwakarị maka ọsọ.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Usoro ọrụ asụsụ nwere ike ịga ngwa ngwa n'achụghị nkwụsi ike.
Nweta na iru
Ọ na-agbasawanye ohere n'ofe asụsụ na ụdị nzikọrịta ozi.
Mkpebi doro anya
Ndị otu nwere ike itinyekwu oge na ikpe ebe akpaaka na-ejikwa nkwughachi.
Ọdịnihu nke ngbanwe amachibidoro
Ndozi mmachi na-aghọ njirimara ndabara karịa mgbakwunye: ndị na-enye ugbu a na-ekpughere 'mpụta ahaziri' na 'JSON mode' nke na-ekwe nkwa n'akụkụ sava schema. Na-atụ anya nchịkọta ụtọ asụsụ ngwa ngwa, obere latency sitere na akpaghị aka agbagoro agbakọọ, yana njikọta siri ike na oku ngwaọrụ yana usoro ndị nnọchite anya, ebe nzaghachi ụdị ọ bụla ga-abanyerịrị nke ọma na koodu. Nchọpụta na-aga n'ihu na mmachi bara ụba - ụdị usoro, ụtọ asụsụ mmemme zuru oke, na nyocha nyocha - na-achụpụghị ịdị nkọ nke ihe nlereanya ahụ.
Mmejuputa n'ezie n'ụwa
Na-amanye LLM ka ọ bupụta JSON nke dabara na atụmatụ akọwapụtara nke ọma ka koodu mgbada nwere ike ịtụgharị ya na-enweghị nwaa/belụsọ ndị nche.
Machibido azịza ụdị nkewa maka otu n'ime akara edobere dị ka 'ezigbo', 'adịghị mma', ma ọ bụ 'nọpụ iche' na ọ nweghị ihe ọzọ.
Na-emepụta SQL ma ọ bụ arụmụka oku arụrụ arụ na-arụ ọrụ nke ọma maka iji ngwá ọrụ, ebe akara adịghị mma ga-akụda onye mmebe ahụ.
Na-emepụta mmepụta nke kwekọrọ na nkwupụta oge niile, dị ka nọmba ekwentị, ụbọchị ISO, ma ọ bụ koodu ngwaahịa edoziri.
Ihe ize ndụ & okporo ụzọ nche
Eziokwu ndị e chepụtara echepụta nwere ike jiri nwayọ tinye akụkọ, nkwado nkwado, ma ọ bụ nsonaazụ nyocha.
Mmetụta ngwa ngwa nwere ike ịmepụta nsonaazụ na-ekwekọghị ekwekọ n'ofe arịrịọ ndị yiri ya.
Enwere ike ikpughe data ederede nwere mmetụta ma ọ bụrụ na njikwa ohere adịghị ike.
Map mmejuputa
Kọwaa usoro mmepụta, ụda, na ụkpụrụ ịdịmma tupu ibugharị.
Weghachite nzaghachi site na isi mmalite ntụkwasị obi mgbe ọ bụla izi ezi dị mkpa.
Debe ebe nleba anya mmadụ maka mpụta dị elu.
Sochie ụkpụrụ ọdịda ma na-azụghachi mkpali ma ọ bụ usoro ọrụ mgbe niile.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Nchọpụta ihe dị iche iche
Ajụjụ a na-ajụkarị
Kedu ihe bụ Constrained Decoding?
Ndozi mmachi na-amanye ụdị asụsụ iwepụta mmepụta nke na-agbaso iwu siri ike - dị ka JSON bara uru, usoro regex, ma ọ bụ nhọrọ edoziri - site na igbochi akara ọ bụla ga-emebi usoro ahụ. Ọ na-atụgharị ihe na-emepụta ihe ederede nwere ike ịbụ onye na-emepụta ihe a pụrụ ịdabere na ya nke mmepụta igwe-ntụgharị.
Kedu ihe ngbanwe amachibidoro na-eme n'ụzọ bụ isi n'ọgbọ ọ bụla?
Ndozi mmachi na-agbakọ akara ngosi nke iwu kwadoro nyere steeti ụtọ asụsụ wee debe ohere nke akara ngosi iwu na-akwadoghị ka ọ bụrụ efu nke ọma n'ihu ihe atụ ụdị.
Kedu ihe kpatara ngbanwe mmachi ji baa uru maka iwepụta mmepụta JSON?
Site na ikwe ka akara ngosi na-eme ka grammar JSON dị irè, mmepụta enweghị ike inwe ihe nkwado na-ezighi ezi ma ọ bụ rịkọm na-ezighi ezi, yabụ ọ na-atụgharị nke ọma.
Kedu ihe ịma aka ọrụ aka na-eme ka ngbanwe mmachi dị aghụghọ iji mejuputa?
Tokenizers na-ekewa ederede ka ọ bụrụ mkpụrụokwu obere okwu nke gbasara ma ọ bụ kewaa oke ụtọ asụsụ, yabụ ụlọ akwụkwọ ọbá akwụkwọ ga-ederịrị ntụgharị ụtọ asụsụ n'ime mkpụrụokwu akara n'ezie.
Kedu n'ime ndị a bụ ezigbo usoro eji akọwapụta mmachi maka ntọpụta?
JSON Schemas, grammar na-enweghị ihe ọ bụla (dị ka GBNF), na okwu oge niile ka a na-achịkọtakarị n'ime ihe nkpuchi akara na-akwado nhazi.
Kedu oge n'ime pipeline ka a na-etinye ihe nkpuchi mmachi?
A na-etinye ihe nkpuchi ahụ n'ụdị logịs nke na-akwadoghị ka akara ngosi iwu na-akwadoghị na-enweta ihe gbasara nke puru omume mgbe egosipụtara akara na-esote.