Byibuze-Kuri-Byihuta
Byibuze-Kuri-Byinshi byihutirwa bikuraho ikibazo gikomeye muburyo bukurikiranye bwibibazo byoroshye, kubikemura kugirango buri gisubizo kigaburira igikurikira.
Incamake
It matters because it lets models tackle questions far harder than the examples they were shown.
Kwibira cyane
Byibuze-Kuri-Byinshi, byashyizweho na Zhou na bagenzi be kuri Google muri 2022, bifite ibyiciro bibiri. Ubwa mbere, icyitegererezo kirasabwa kubora ikibazo kitoroshye murutonde rwateganijwe rwibibazo byoroshye. Icya kabiri, ikemura ibyo bisobanuro kimwekimwe, mugusubiza buri gisubizo cyakemuwe kumurongo kugirango intambwe zanyuma zishobore gushingira kubya mbere. Ibi bitandukanye nurunigi-rwibitekerezo, impamvu mumurongo umwe utabora neza. Umutwe wibisubizo byari bikomeye byoroshye-bigoye-rusange: kurwego rwa SCAN rwihimbano-rusange, byibuze-kuri-byihutirwa byakemuye ubwinshi bwamabwiriza maremare nubwo ingero zihuse zabaye ngufi, aho urunigi rusanzwe rwibitekerezo rwananiwe.
Ubushishozi
Imbaraga ziva mu gutandukanya igenamigambi no gushyira mu bikorwa. Kubora bitanga urunigi rwateganijwe kuburyo subproblem N yishingikiriza gusa kubibazo bimaze gukemuka. Buri gisubizo cyakemuwe gihujwe no kwiruka byihuse, biha icyitegererezo ibisubizo biciriritse ikeneye aho kubisaba gufata byose muburyo bumwe. Ibi bigabanya imitekerereze buri ntambwe kugiti cye igomba gukora, niyo mpamvu moderi rusange yinjiza inyongeramusaruro ndende kandi ikomeye kuruta iyerekanwa rimwe.
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.
Ejo hazaza Byibuze-Kuri-Byinshi
Byibuze-Kuri-Ibitekerezo byinshi ubu bishimangira abakozi benshi nububiko bwububiko bugabanya intego mubice byateganijwe mbere yo gukora. Tegereza imvange hamwe no gukoresha ibikoresho, aho buri subquestion ishobora gukurura calculatrice, gushakisha, cyangwa guhamagara kode, hamwe no kwihagararaho kubindi bisubizo bikomeye. Ubushakashatsi nabwo burimo gushakisha uburyo bwangirika bwihuza nuburemere bwikibazo, no kubuhuza no kugenzura kugirango subanswer yo hambere itari yo yonona bucece urunigi rwose.
Gushyira mu bikorwa Isi
Gukemura ikibazo cyintambwe nyinshi zijambo ubanza gutondekanya ingano yo kubara, hanyuma ukabara muburyo bukurikirana
Imirimo yindimi zihimbano nko guhindura amabwiriza maremare mubikorwa bikurikiranye kuva ingero ngufi
Gusubiza ikibazo cyubushakashatsi bugoye ukagabanyamo ibibazo bito ibisubizo bihuriza hamwe mubisubizo byanyuma
Kwandika progaramu mu kubora mubikorwa byabafasha byakemuwe icyarimwe, buri kimwe cyakoreshejwe nintambwe nyuma
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
Gahunda-na-Gukemura Byihuse
Ibibazo bikunze kubazwa
What is Least-to-Most Prompting?
Byibuze-Kuri-Byinshi byihutirwa bikuraho ikibazo gikomeye muburyo bukurikiranye bwibibazo byoroshye, kubikemura kugirango buri gisubizo kigaburira igikurikira. Nibyingenzi kuko ireka moderi ikemura ibibazo cyane kuruta ingero zerekanwe.
Nibihe byiciro bibiri byingenzi byibanze-Kuri-Byinshi?
Irabanza ikemure ikibazo mubice byateganijwe byoroshye byoroshye, hanyuma bikemura buri kimwe muburyo bukurikiranye.
Nigute Byibuze-Kuri-Bitandukanye nuruhererekane rusanzwe-rwibitekerezo?
Urunigi-rw'ibitekerezo impamvu imwe; byibuze-kuri-byeruye kubora no kuboha iminyururu hamwe.
Ni ubuhe bushobozi byibuze-Kuri-Byerekanwe cyane ku gipimo cya SCAN?
Byakemuye amategeko maremare yo guhimba nubwo yabonye ingero ngufi gusa, yerekana byoroshye-bigoye muri rusange.
Kuki gahunda yo kubaza ari ngombwa?
Subproblems itunganijwe kuburyo buriwese biterwa nibisubizo byakemuwe mbere, kureka ibisubizo byubaka neza.
Nigute ibisubizo bigereranijwe bikoreshwa mugihe cyo gukemura?
Buri subanswer yakemuwe yongewe kumurongo wihuta kuburyo intambwe ikurikiraho ifite ibisubizo bakeneye.