Incamake
Mubyerekeranye no kwiga ni ubushobozi butangaje bwururimi runini rwo gutoranya umurimo mushya uhereye ku ngero nke zashyizwe mubisubizo, nta kongera imyitozo. Nimpamvu ushobora 'kwigisha' icyitegererezo ku isazi gusa ukerekana icyo ushaka.
Muri-Context Kwiga ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Mubisanzwe, kwigisha urusobe rw'imitsi umurimo mushya bisobanura kuvugurura uburemere bwawo binyuze mumahugurwa. Mu myigire yimyigishirize iratandukanye: wandika ingero nkeya muburyo bwihuse ('contexte'), kandi icyitegererezo cyinjiza icyitegererezo kandi kigashyirwa mubikorwa bishya. Ntakintu kiri imbere yicyitegererezo gihinduka; ingero ziyobora gusa ubutaha-ibimenyetso. Uzumva 'zeru-shoti' (amabwiriza gusa), 'isasu rimwe' (urugero rumwe), na 'shoti nkeya' (ingero nyinshi). Iyi myitwarire yakunzwe na GPT-3 muri 2020 hanyuma ihinduka ubushobozi bugaragara: moderi ntoya ntishobora kubikora, ariko hashize hafi miliyari 100 zingana na metero 100, uburinganire bwibisasu bike byazamutse cyane. Icyitegererezo cyize neza kumenya no gukomeza imiterere mugihe cyo kwitegura, bityo irashobora kongera gukoresha ubwo buhanga mugihe cyagenwe.
Ubushishozi
Ubushakashatsi bwo gusobanura bwerekanye byinshi muri ubwo bushobozi bwo 'kwinjiza imitwe' - imirongo yitabwaho igaragara mugihe cy'amahugurwa kandi ikora fuzzy prefix-ihuza: basubiza inyuma aho ikimenyetso gisa nacyo cyagaragaye, hanyuma bakandukura icyakurikiye. Iyo rero ikibazo cyawe cyerekana 'pome -> imbuto, karoti -> imboga', icyitegererezo gihuye nimiterere kandi gihanura ikirango gikwiye kubintu bikurikira. Byibanze, nta gradients zitemba kandi ntanuburemere bugezweho. Ingero zisubiramo gusa ibikorwa bigaburira ubutaha-token bishoboka kugabana.
Kwiga Muri-Kwiga
Mubyerekeranye no kwiga ni ubushobozi butangaje bwururimi runini rwo gutoranya umurimo mushya uhereye ku ngero nke zashyizwe mubisubizo, nta kongera imyitozo. Nimpamvu ushobora 'kwigisha' icyitegererezo ku isazi gusa ukerekana icyo ushaka. Muri-Context Kwiga ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata In-Context Kwiga nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha In-Context Kwiga igishushanyo mbonera, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Gutanga chatbot ingero eshatu zunganira amatike nibyiciro byabo, hanyuma ukagira itike nshya muburyo bumwe
Kwerekana icyitegererezo kabiri mbere / nyuma yama jambo yinyandiko zahinduwe zahinduwe muri JSON isukuye kuburyo ihindura ibisigaye
Kwandika ibicuruzwa bibiri byerekana ibicuruzwa mubirango byawe kugirango ibishya bihuze nuburyo
Kwerekana imibare itoroshye ijambo-ikibazo cyakozwe intambwe ku yindi kuburyo icyitegererezo gikemura ibibazo bisa nuburyo bumwe bwo gutekereza
Uburyo bwo Gushyira mu bikorwa
Kwiga-Imirongo Kwiga mubikorwa
Gutanga chatbot ingero eshatu zunganira amatike nibyiciro byabo, hanyuma ukagira itike nshya muburyo bumwe.
Gutanga chatbot ingero eshatu zunganira amatike nibyiciro byabo, hanyuma ukayashyira mubyiciro tike nshya nkuko amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Kwiga-Imirongo Kwiga mubikorwa
Kwerekana icyitegererezo kabiri mbere / nyuma yama jambo yinyandiko zahinduwe zahinduwe muri JSON isukuye kuburyo ihindura ibisigaye.
Kwerekana icyitegererezo kabiri mbere / nyuma yama jambo yinyandiko zahinduwe zahinduwe muri JSON isukuye kuburyo ihindura ahasigaye Amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kwiga-Imirongo Kwiga mubikorwa
Kwandika ibicuruzwa bibiri byerekana ibicuruzwa mubirango byawe kugirango ibishya bihuze nuburyo.
Kwandika ibicuruzwa bibiri byerekana ibicuruzwa mubirango byawe kugirango ibishya bihuze nuburyo Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwiga-Imirongo Kwiga mubikorwa
Kwerekana imibare itoroshye ijambo-ikibazo cyakozwe intambwe ku yindi kuburyo icyitegererezo gikemura ibibazo bisa nuburyo bumwe bwo gutekereza.
Kwerekana imibare itoroshye ijambo-ikibazo cyakozwe intambwe ku yindi kugirango icyitegererezo gikemure ibibazo bisa nuburyo bumwe bwo gutekereza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
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.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.