Mutauro AI GUIDE
Inotungamirirwa Beam Search ine Constraints
Kutsvaga kwebeam kunomanikidza kuburitsa kwemodhi yemutauro kugutsa zvinodikanwa zvakaoma, sekubatanidza mazwi chaiwo kana kuenzanisa girama, uchiri kutsvaga zvinyorwa zvingangoitika.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
It guarantees structure that plain sampling cannot promise.
Kudzika Kwakadzika
Kutsvaga kwebeam kunochengeta iyo yepamusoro-k inonyanya kuteedzana ('matanda') pachinhanho chega chega uye inoawedzera, achitora yakakwana yakakwana. Kutungamirirwa kana kumanikidzirwa kutsvaga kwedanda kunowedzera mitemo inofanira kutevedzwa kwekupedzisira, sekuti 'mazwi bhiriji nerwizi anofanira kuoneka' kana kuti 'zvinobuda zvinofanira kunge zviri JSON.' Lexically constrained decoding (Hokamp naLiu, 2017) uye Grid Beam Search inoronga matanda nekuwanda kwezvipingamupinyi zvinogutswa, kuve nechokwadi chese chinodiwa chiratidzo chinozopedzisira chaoneka. Post uye Vilar's Dynamic Beam Allocation yakaita kuti izvi zvinyatsoshanda nekubhenga danda inotsvedza pamatanho ekumanikidza-kufambira mberi. Masisitimu echizvino-zvino anoshandisawo girama-inomanikidzirwa decoding: padanho rega rega muchina-inogumira-yenyika kana mamiriro-isina girama inovhara kugovera kwechiratidzo saka ma tokeni chete anoita kuti kuburitsa kuve kushanda kunobvumidzwa. Aya ndiwo mabudisirwo azvinoitwa maturusi akavimbika JSON, SQL, kana API mafoni.
Kuitwa muNyika yeChokwadi
Kumanikidza kubuda nemuchina wekushandura kuve nematemu anodiwa
Kuvimbisa LLM inoburitsa JSON inosimbisa kupesana neiyo schema yakapihwa yeAPI mafoni
Kumanikidza kwakagadzirwa SQL kune dhatabhesi tafura uye column girama
Kuisa mazwi akakosha mukopi yekushambadzira kana tsananguro yechigadzirwa
Ramangwana Rekutungamirirwa Beam Kutsvaga neZvipinganidzo
Constrained decoding iri kuita musimboti wekushandisa kwakavimbika chishandiso uye yakarongeka yakabuda. Maraibhurari anounganidza maJSON Schemas kana mataurirwo enguva dzose mumasiki anokurumidza tokeni (akadai seOutlines uye nzira yekutungamira) ari kusanganisirwa mumaseva makuru ekufungidzira. Tarisira zvirambidzo zvegirama zvakasanganiswa nekufungidzira kudhikodha zvekumhanya, uye kudzidza nhungamiro 'yakapfava' inotungamira kune sitaira kana chengetedzo zvinonangwa pasina kuoma kwemitemo yakaoma.
Kuzvishandisa
Nei zvichikosha
- Kumhanya uye chiyero. Mutauro workflows inogona kufamba nekukurumidza pasina kupira kuenderana.
- Svika uye svika. Inopamhidzira kupinda mumitauro yese nemataera ekutaurirana.
- Sarudzo dzakajeka. Zvikwata zvinogona kupedza nguva yakawanda pakutonga uku otomatiki ichibata kudzokorora.
Chenjera
- Chokwadi chehuroyi chinogona kupinda chinyararire mishumo, kuyerera kwetsigiro, kana tsvakiridzo.
- Kunzwa nekukasira kunogona kugadzira mhedzisiro isingaenderane pane zvikumbiro zvakafanana.
- Sensitive text data inogona kuburitswa kana zvidhiraivho zvisina kusimba.
Matanho anotevera
- Tsanangura chimiro chekubuda, toni, uye mhando zviyero usati waburitsa.
- Mhinduro dzepasi neakavimbika masosi pese pazvine basa.
- Chengetedza ongororo yekuongorora yemunhu kune yakakwira-stake zvinobuda.
- Tevera maitiro ekutadza uye dzidzisazve kukurudzira kana mafambiro ebasa nguva nenguva.
Ramba Uchiongorora
Tsamba yemahara
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Zviedze iwe pachako
Take the Guided Beam Search with Constraints quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
What is Guided Beam Search with Constraints?
Kutsvaga kwebeam kunomanikidza kuburitsa kwemodhi yemutauro kugutsa zvinodikanwa zvakaoma, sekubatanidza mazwi chaiwo kana kuenzanisa girama, uchiri kutsvaga zvinyorwa zvingangoitika. Inovimbisa chimiro chekuti plain sampling haigone kuvimbisa.
Chii chinonzi plain beam search inochengeta padanho rega rega rechizvarwa?
Beam yekutsvaga inochengetedza k yepamusoro-inoyeresa chikamu chekutevedzana (matanda) uye inoawedzera, kuenzanisa hupamhi hwekutsvaga uye mutengo.
Nzira dzakamanikidzirwa sei seGrid Beam Search dzinoronga matanda?
Matanda akaiswa muboka nemamiriro avo ekumanikidzira-kugutsikana kuitira kuti chidimbu chinobuda chakaisa mazwi anodiwa chinogona kukwikwidza zvakaringana.
Mukunyora-kumanikidzirwa kudhikodha, kubuda kusina kusimba kunodzivirirwa sei?
Muchina wekugumira-nyika kana girama inoburitsa mask-nhanho inoburitsa chero chiratidzo chinoita kuti kutevedzana kuve kusashanda.
Nderipi dambudziko rinogadziriswa Dynamic Beam Allocation?
Nzira yePost neVilar inogovera huwandu hwedanda munzvimbo dzese dzekumanikidza-kufambira mberi, zvichiita kuti kutsvaga kwemazwi kushande zvakanyanya.
When can grammar-constrained decoding produce syntactically valid JSON?
A correctly enforced grammar can constrain completed outputs, but truncation or mismatched constraints can leave an incomplete or unsuitable result.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi