N'ime-Ọnọdụ Ọmụmụ
Ịmụ ihe n'ime ọnọdụ bụ ikike iju anya nke ụdị asụsụ buru ibu iji bulie ọrụ ọhụrụ site na atụ ole na ole etinyere na ngwa ngwa, na-enweghị ọzụzụ ọ bụla.
Nchịkọta
It is the reason you can 'teach' a model on the fly just by showing it what you want.
Ime miri emi
Dị ka ọ na-adịkarị, ịkụziri netwọk akwara ozi ọrụ ọhụrụ pụtara imelite ibu ya site na ọzụzụ. Ịmụ ihe n'ime ọnọdụ dị iche: ị na-ede ihe atụ ole na ole ozugbo na ngwa ngwa ('context'), na ihe nlereanya ahụ na-etinye ụkpụrụ ahụ ma tinye ya na ntinye ọhụrụ. Ọ dịghị ihe n'ime ihe nlereanya na-agbanwe; Ihe atụ ndị ahụ na-eduzi amụma na-esote. Ị ga-anụ 'zero-shot' (nanị ntụziaka), 'otu-shot' (otu ihe atụ), na 'obere-shot' (ọtụtụ ihe atụ). GPT-3 mebere omume a na 2020 wee bụrụ ikike dị ngwa: obere ụdị enweghị ike ime ya, mana gafere ihe ruru ijeri ijeri 100, izi ezi na obere mgbọ na-akpali ịrị elu nke ọma. Ihe nlereanya a mụtara nke ọma ịmata na ịga n'ihu usoro n'oge ọzụzụ ọzụzụ, ka o wee nwee ike iji nkà ahụ mee ihe n'oge oge.
Nghọta nka nka
Nchọpụta ntụgharị achọpụtara ọtụtụ n'ime ikike a 'isi induction' - sekit nlebara anya na-apụta n'oge ọzụzụ ma na-eme prefix-matching na-enweghị isi: ha na-enyocha azụ ebe akara ngosi yiri ya pụtara, wee detuo ihe sochiri ya. Yabụ mgbe ngwa ngwa gị gosipụtara 'apple -> mkpụrụ osisi, karọt -> akwukwo nri', ihe nlereanya ahụ dabara na nhazi ahụ wee buru amụma akara ziri ezi maka ihe na-esote. N'ụzọ dị mkpa, ọ dịghị gradients na-asọpụta yana enweghị mmelite ọ̀tụ̀tụ̀ n'isi. Ọmụmaatụ ndị a na-emegharị mmegharị nke na-enye ikesa ihe omume na-esote.
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 Ọmụmụ Ihe Ọdịnihu
Ịgbasawanye windo ndị gbara ya gburugburu (ugbu a ọtụtụ narị puku akara) na-akwalite mmụta n'ime ọnọdụ n'usoro ọchịchị 'ọtụtụ-ise', ebe ọtụtụ ma ọ bụ narị ihe atụ nwere ike ịsọ mpi ngbanwe maka ụfọdụ ọrụ, na-enweghị ụgwọ ọzụzụ. Na-atụ anya njikọta siri ike na iweghachite, ya mere a na-enweta ihe atụ ndị dị mkpa na-akpaghị aka, na tiori ka mma na mgbe mmụta n'ime ọnọdụ dara ma ọ bụ dọpụ uche. Ọ ga-anọgide na-adị ngwa ngwa, ụzọ dị ọnụ ala iji megharia ihe nlereanya, na-emeju - ọ bụghị dochie anya - ngbanwe nke ọma maka ọrụ kwụsiri ike, dị elu.
Mmejuputa n'ezie n'ụwa
Inye chatbot ihe atụ atọ na-akwado tiketi na otu ha, wee nwee ya ekewa tiketi ọhụrụ n'otu ụzọ ahụ
Na-egosi ihe atụ abụọ tupu/mgbe ụzọ abụọ nke ederede adịghị mma emegharịrị ka ọ bụrụ JSON dị ọcha ka ọ tụgharịrị ndị ọzọ.
Tapawa nkọwa ngwaahịa ngwaahịa ole na ole n'ụda ika gị ka ndị ọhụrụ dabara na ụdị ahụ
Ngosipụta okwu mgbakọ na mwepụ dị aghụghọ rụrụ ọrụ site na nzọụkwụ ka ihe nlereanya ahụ jiri otu usoro echiche dozie nsogbu ndị yiri ya.
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
Windows okwu
Ajụjụ a na-ajụkarị
What is In-Context Learning?
Ịmụ ihe n'ime ọnọdụ bụ ikike iju anya nke ụdị asụsụ buru ibu iji bulie ọrụ ọhụrụ site na atụ ole na ole etinyere na ngwa ngwa, na-enweghị ọzụzụ ọ bụla. Ọ bụ ya mere ị ga-eji 'kuzie' ihe nlereanya na ofufe naanị site n'igosi ya ihe ịchọrọ.
Kedu ihe na-agbanwe n'ụzọ bụ isi n'ime ihe nlereanya n'oge mmụta nke ọnọdụ?
Ịmụ ihe n'ime ọnọdụ na-eme kpam kpam na ntule. Ọmụmaatụ ndị dị na ngwa ngwa na-akpụzi mgbanaka ihe nlereanya ahụ yana amụma na-esote, mana ọ nweghị ihe ọ̀tụ̀tụ̀ ka emelitere.
Kedu ihe kpatara eji kọwaa mmụta n'ime ọnọdụ dị ka ikike 'mgbapụta'?
Ikike adịghị ike ma ọ bụ na-anọghị na obere ụdị ma na-arịgo steepụ ozugbo ụdị ruru nnukwu ọnụ ọgụgụ, ya mere a na-akpọ ya emergent.
Kedu usoro dị n'ime na-ejikọta ya na mmụta n'ime ọnọdụ na mgbanwe mgbanwe?
Ọrụ ntụgharị achọpụtara isi mmalite - sekit nlebara anya nke na-achọpụta ebe akara ngosi yiri ya pụtara ma detuo ihe na-esote - dị ka onye isi na-akwọ nkuzi n'ime ọnọdụ.