Melite Mmelite Mmegharị nke Onwe Gị
Nchacha onwe ya bụ usoro mkpali ebe ụdị asụsụ na-akatọ mmepụta nke ya wee degharịa ya, na-atụgharị ruo mgbe azịza ya dị mma.
Nchịkọta
It matters because models can often spot and fix their own mistakes without any extra training or human feedback.
Ime miri emi
Nchacha onwe onye, nke Madaan na ndị ọrụ ibe webatara na 2023, na-arụ otu ihe nlereanya n'ọrụ atọ: jenerato, nkatọ, na onye nlegharị anya. Mbụ ihe nlereanya na-ewepụta azịza mbụ. Mgbe ahụ, a na-akpali ya ịnye nzaghachi kpọmkwem, nke nwere ike ime na azịza ahụ (dịka, "koodu enweghị njikwa njehie" ma ọ bụ "nchịkọta a tụfuru ọnụ ọgụgụ ego efu"). N'ikpeazụ, ọ na-edegharị azịza ya site na iji nzaghachi ahụ. Usoro ahụ na-emegharị ruo mgbe ihe nlereanya ahụ kpebiri na mmepụta ahụ dị mma ma ọ bụ njedebe nkwụsị. N'ụzọ dị mkpa, ọ nweghị ọzụzụ ọzọ, ụdị ụgwọ ọrụ, ma ọ bụ ngwá ọrụ mpụga achọrọ, naanị mkpali amamihe. Na ọrụ dị ka njikarịcha koodu, mkparịta ụka, na idegharị mmetụta, loop a na-emeziwanye ogo karịa ọgbọ otu agba.
Nghọta nka nka
Isi usoro bụ iji ihe nlereanya dị ka nkwupụta nzaghachi nke ya. Ọgbọ na nkatọ na-eji mkpali dị iche iche, yabụ ihe nlereanya ahụ na-enyocha site na nhazi ọhụrụ kama ịgbachitere akwụkwọ mbụ ya. Nzaghachi ga-abụrịrị nke akọwapụtara na nke a na-eme, ọ bụghị naanị "mee ka ọ ka mma," n'ihi na nkatọ na-edoghị anya na-arụpụta ndezi ndị na-edoghị anya. A na-enyeghachi akụkọ ihe mere eme zuru ezu (akwụkwọ gbakwunyere nzaghachi niile) na-enye ọnọdụ nlegharị anya. Uru dị ukwuu mgbe ihe nlereanya ahụ nwere ike n'ezie ịchọpụta ntụpọ ọ na-edozizi.
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 Mmelite Mmelite Ọdịnihu nke Onwe Gị
Nchacha onwe onye na-aghọ ngọngọ ụlọ maka sistemụ na-arụ ọrụ, ebe ụdị na-edepụta, nwalee, na nrụzi koodu ma ọ bụ atụmatụ tupu emee ya. Na-atụ anya mwekota siri ike na ihe nnwale mpụga (nnwale otu, mgbako, ọchụchọ) yabụ nkatọ dabere na mgbama n'ezie karịa echiche ihe nlereanya. A na-enyocha nyocha mgbe nkatọ onwe onye na-enyere aka na mgbe ụdị na-emeghachi omume na-ekwekọghị, yana ndị na-ahụ maka mgbanwe na-ekpebi ọnụọgụ nchacha nke ọrụ enyere n'ezie kwesịrị iji dozie ịdịmma megide ọnụ ahịa.
Mmejuputa n'ezie n'ụwa
Imelite koodu emepụtara site n'inwe ọkọlọtọ ọkọlọtọ na-efunahụ ikpe, wee degharịa ọrụ iji jikwaa ha
Idozi ozi email ma ọ bụ edemede edemede site na ịkatọ ụda onwe ya na idoanya, wee degharịa maka ndị na-ege ntị.
Ịmelite azịza maka mgbakọ na mwepụ ma ọ bụ nsogbu echiche site na ịlele nzọụkwụ ọ bụla na mezie mmejọ mgbakọ na mwepụ.
Ịmecha nzaghachi nkwado ndị ahịa ka ọ na-aza ajụjụ onye ọrụ ozugbo kama ịnye nzaghachi ọ bụla
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
Ụgbọ okporo ígwè na mmepụta ihe
Ajụjụ a na-ajụkarị
What is Self-Refine Iterative Output Improvement?
Nchacha onwe ya bụ usoro mkpali ebe ụdị asụsụ na-akatọ mmepụta nke ya wee degharịa ya, na-atụgharị ruo mgbe azịza ya dị mma. Ọ dị mkpa n'ihi na ụdị nwere ike ịhụ mgbe mgbe ma dozie mmejọ nke ha na-enweghị ọzụzụ ọzọ ma ọ bụ nzaghachi mmadụ.
Kedu ọrụ atọ otu ihe nlereanya na-arụ na akaghị onwe-Nchacha onwe?
Nchacha onwe ya na-eji otu ihe atụ n'ime ọrụ atọ kpaliri: ọ na-ewepụta akwụkwọ, na-akatọ ya, wee degharịa ya.
Kedu ihe nhazi onwe onye chọrọ karịa ịkpali ịrụ ọrụ?
Akụkụ na-akọwapụta onwe ya bụ na ọ chọghị ọzụzụ ọzọ, ụdị ụgwọ ọrụ, ma ọ bụ nzaghachi mmadụ, naanị na-akpali.
Kedu ihe kpatara iwepụta nzaghachi n'oge dị iche site na ịmepụta akwụkwọ ahụ ji enye aka?
Ịkatọ n'ime ngwa ngwa ọhụrụ na-agba ume nyocha ebumnobi kama ịkọwa azịza mbụ ahụ.
Kedu ụdị nzaghachi na-eme ka usoro nhazi ahụ dịkwuo irè?
Specific, nkatọ nke enwere ike ime (dịka ọmụmaatụ, 'tinye njikwa njehie') na-akpali ndezi ezubere iche; nzaghachi na-edoghị anya na-eweta nlegharị anya na-edoghị anya.
Kedu mgbe nchacha onwe onye na-ada ada iji melite mmepụta?
Ọ bụrụ na ihe nlereanya ahụ enweghị ike ịmata nsogbu, nkatọ onwe ya agaghị egosipụta ya, n'ihi ya, ngbanwe ahụ enweghị ike idozi ya.