ChatGPT ndi mtundu wodabwitsa wa chilankhulo chopanga chanzeru. Tonse timaigwiritsa ntchito kutithandiza pa ntchito zosiyanasiyana.
Kodi munayamba mwafunsapo momwe adaphunzitsidwira kutulutsa mayankho omwe amawoneka ngati anthu? M'nkhaniyi, tiwona maphunziro a ChatGPT.
Tifotokoza momwe zidasinthira kukhala imodzi mwazabwino kwambiri Zilankhulo zamitundu. Pamene tikufufuza dziko lochititsa chidwi la ChatGPT, bwerani paulendo wotulukira.
Chidule cha Maphunziro
ChatGPT ndi njira yosinthira chilankhulo.
Ndi ChatGPT, titha kuchita nawo zokambirana komanso zokambirana ngati za anthu. Amagwiritsa ntchito njira yofanana ndi ya Phunzirani za GPT, chomwe ndi chitsanzo cha chinenero chamakono. Idapangidwa posachedwa ChatGPT isanachitike.
Imagwiritsa ntchito njira yosangalatsa kwambiri. Izi zimathandizira kuyanjana kwa ogwiritsa ntchito mwachilengedwe. Chifukwa chake, ndi chida chabwino kwambiri pazogwiritsa ntchito zosiyanasiyana monga ma chatbots ndi othandizira pafupifupi.
Njira yophunzitsira ya ChatGPT ndi njira yamagulu angapo. Generative Pretraining ndiye gawo loyamba pakuphunzitsidwa kwa ChatGPT.
Mu gawo ili, chitsanzocho chimaphunzitsidwa pogwiritsa ntchito zolemba zambiri. Kenako, chitsanzocho chimapeza kulumikizana kwa ziwerengero ndi machitidwe omwe amapezeka muchilankhulo chachilengedwe. Chifukwa chake, titha kukhala ndi mayankho olondola mwagalamala komanso ogwirizana.
Kenako timatsatira njira yowongolera bwino. Mu gawo ili, chitsanzo chimaphunzitsidwa pa ntchito inayake. Mwachitsanzo, imatha kumasulira chilankhulo kapena kuyankha mafunso.
Pomaliza, ChatGPT imagwiritsa ntchito maphunziro a mphotho kuchokera ku mayankho a anthu.
Tsopano, tiyeni tione njira izi.
Generative Pretraining
Gawo loyamba la maphunziro ndi Generative Pretraining. Ndi njira yodziwika bwino yophunzitsira zitsanzo za zilankhulo. Kuti mupange mawonekedwe a ma tokeni, njirayo imagwiritsa ntchito "paradigm yolosera yotsatira".
Zikutanthauza chiyani?
Chizindikiro chilichonse chimakhala chosiyana. Amayimira liwu kapena gawo la liwu. Chitsanzocho chimayesa kudziwa kuti ndi liwu liti lomwe lingabwere pambuyo potengera mawu omwe ali patsogolo pake. Imagwiritsa ntchito kugawanika kwa mwayi pa mawu onse mu ndondomeko yake.
Cholinga cha zitsanzo za zilankhulo ndi kupanga mndandanda wa zizindikiro. Zotsatizanazi ziyenera kuyimira ndondomeko ndi kamangidwe ka chinenero cha anthu. Izi ndizotheka pophunzitsa zitsanzo pazambiri zambiri zamalemba.
Kenako, izi zimagwiritsidwa ntchito kumvetsetsa momwe mawu amagawidwira m'chinenerocho.
Panthawi yophunzitsira, chitsanzocho chimasintha magawo omwe angakhale nawo.
Ndipo, imayesa kuchepetsa kusiyana pakati pa kuyembekezera ndi kugawa kwenikweni kwa mawu m'malemba. Izi ndizotheka pogwiritsa ntchito ntchito yotayika. Ntchito yotayika imawerengera kusiyana pakati pa zomwe zikuyembekezeredwa ndi zogawira zenizeni.
Kusintha kwa chinenero chamagetsi ndi masomphenya a makompyuta ndi amodzi mwa malo omwe timagwiritsa ntchito Generative Pretraining.
Funso la Kulinganiza
Vuto la kuyanjanitsa ndi limodzi mwazovuta mu Generative Pretraining. Izi zikutanthawuza kuvutika kufananiza kugawa kwachitsanzo kwa chitsanzo ndi kugawa kwa deta yeniyeni.
Mwa kuyankhula kwina, mayankho opangidwa ndi chitsanzo ayenera kukhala ofanana ndi anthu.
Chitsanzochi nthawi zina chingapereke mayankho osayembekezeka kapena osayenera. Ndipo, izi zitha kuchitika chifukwa cha zifukwa zosiyanasiyana, monga kukondera kwa data pamaphunziro kapena kusazindikira kwachitsanzocho. Vuto la kuyanjanitsa liyenera kuyang'aniridwa kuti zilankhulo zikhale zabwino.
Kuti muthane ndi vutoli, zilankhulo monga ChatGPT zimagwiritsa ntchito njira zosinthira bwino.
Kuyang'aniridwa Kwabwino Kwambiri
Gawo lachiwiri la maphunziro a ChatGPT limayang'aniridwa bwino. Madivelopa aanthu amachita nawo zokambirana pakadali pano, akuchita ngati ogwiritsa ntchito komanso ma chatbot.
Nkhanizi zimajambulidwa ndikuziphatikiza mu dataset. Chitsanzo chilichonse chophunzitsira chimaphatikizapo mbiri yakale yolumikizana yomwe ikugwirizana ndi yankho lotsatira la wopanga anthu omwe amagwira ntchito ngati "chatbot".
Cholinga cha kukonza bwino koyang'aniridwa ndikukulitsa mwayi woperekedwa pamndandanda wa ma tokeni muyankho logwirizana ndi chitsanzocho. Njirayi imadziwika kuti "kuphunzira motsanzira" kapena "kuphatikiza machitidwe."
Mwanjira iyi chitsanzo chikhoza kuphunzira kupereka mayankho omveka bwino komanso ogwirizana. Ikubwerezanso mayankho omwe amaperekedwa ndi makontrakitala a anthu.
Kuwongolera koyang'aniridwa ndi pamene chitsanzo cha chinenero chingasinthidwe pa ntchito inayake.
Tiyeni tipereke chitsanzo. Tiyerekeze kuti tikufuna kuphunzitsa chatbot kuti ipereke malingaliro amakanema. Tidzaphunzitsa chitsanzo cha chinenero kuti chilosere mawonedwe a kanema kutengera kufotokozera mafilimu. Ndipo, tidzagwiritsa ntchito deta yofotokozera mafilimu ndi mavoti.
Ma algorithm pamapeto pake amatha kudziwa kuti ndi mbali ziti za kanema zomwe zimayenderana ndi mavoti apamwamba kapena otsika.
Pambuyo pophunzitsidwa, titha kugwiritsa ntchito chitsanzo chathu kuti tiwonetse mafilimu kwa anthu ogwiritsa ntchito. Ogwiritsa ntchito amatha kufotokozera filimu yomwe amasangalala nayo, ndipo chatbot ingagwiritse ntchito chilankhulo choyengedwa bwino kuti apangire mafilimu ambiri omwe angafanane nawo.
Zolepheretsa Kuyang'anira: Kusintha kwa Distributional
Kuwongolera koyang'aniridwa ndikuphunzitsa chilankhulo kuti chikwaniritse cholinga china. Izi ndizotheka podyetsa chitsanzo a pepala kenako ndikuphunzitsa kulosera. Dongosololi, komabe, lili ndi malire omwe amadziwika kuti "zoletsa kuyang'anira."
Chimodzi mwazoletsa izi ndi "kusintha kwagawidwe". Zimatanthawuza kuthekera kuti deta yophunzitsidwayo sizingasonyeze molondola kugawidwa kwadziko lenileni la zolowetsa zomwe chitsanzocho chingakumane nacho.
Tiyeni tionenso chitsanzo choyambirira. Muchitsanzo chamalingaliro akanema, gulu la data lomwe limagwiritsidwa ntchito pophunzitsa fanizoli silingawonetse bwino makanema osiyanasiyana ndi zokonda za ogwiritsa ntchito zomwe chatbot ingakumane nazo. Ma chatbot mwina sangachite bwino momwe timafunira.
Zotsatira zake, imakumana ndi zolowa zomwe ndizosiyana ndi zomwe idaziwona panthawi yamaphunziro.
Kwa maphunziro oyang'aniridwa, pamene chitsanzocho chimangophunzitsidwa pazochitika zina, vutoli limakhalapo.
Kuonjezera apo, chitsanzocho chikhoza kuchita bwino poyang'anizana ndi kusintha kwa kagawidwe ngati maphunziro olimbikitsa akugwiritsidwa ntchito kuti agwirizane ndi zochitika zatsopano ndikuphunzira kuchokera ku zolakwika zake.
Kutengera Zokonda, Maphunziro a Mphotho
Kuphunzira kwa mphotho ndi gawo lachitatu lophunzitsira popanga chatbot. Mu maphunziro a mphotho, chitsanzocho chimaphunzitsidwa kukulitsa chizindikiro cha mphotho.
Ndi mphambu yomwe imasonyeza momwe chitsanzocho chikugwirira ntchito bwino. Chizindikiro cha mphotho chimatengera zomwe anthu omwe amawerengera kapena kuwunika mayankho amtunduwo.
Kuphunzira kwa Mphotho kumafuna kupanga chatbot yomwe imapereka mayankho apamwamba kwambiri omwe ogwiritsa ntchito amakonda. Kuchita izi, makina kuphunzira njira amatchedwa kulimbikitsa kuphunzira-zomwe zimaphatikizapo kuphunzira kuchokera ku mayankho mu mawonekedwe a mphotho-amagwiritsidwa ntchito pophunzitsa chitsanzo.
Chatbot imayankha zofunsa za ogwiritsa ntchito, mwachitsanzo, kutengera momwe akugwirira ntchitoyo, yomwe imaperekedwa panthawi yophunzirira mphotho. Chizindikiro cha mphotho chimaperekedwa kutengera momwe ma chatbot amachitira bwino mayankho atawunikidwa ndi oweruza aumunthu.
Chizindikiro cha mphothochi chimagwiritsidwa ntchito ndi chatbot kusintha makonda ake. Komanso, zimawonjezera magwiridwe antchito.
Zolepheretsa Zina pa Maphunziro a Mphotho
Chomwe chimalepheretsa kuphunzira kwa mphotho ndikuti mayankho pamayankho a chatbot sangabwere kwakanthawi chifukwa chizindikiro cha mphotho chikhoza kukhala chochepa komanso kuchedwa. Zotsatira zake, zitha kukhala zovuta kuphunzitsa chatbot bwino chifukwa mwina sichingalandire mayankho enaake mpaka mtsogolo.
Nkhani ina ndi yoti oweruza aumunthu atha kukhala ndi malingaliro osiyanasiyana kapena kutanthauzira zomwe zimapangitsa kuyankha bwino, zomwe zingayambitse kukondera mu chizindikiro cha mphotho. Kuti achepetse izi, nthawi zambiri amagwiritsidwa ntchito ndi oweruza angapo kuti apereke chizindikiro chodalirika cha mphotho.
Kodi M'tsogolomu Muli Zotani?
Pali njira zingapo zamtsogolo zopititsira patsogolo magwiridwe antchito a ChatGPT.
Kuti muwonjezere kumvetsetsa kwachitsanzo, njira imodzi yomwe ingatheke m'tsogolo ndiyophatikiza ma dataset ochulukirapo ndi magwero a data. Kupititsa patsogolo luso lachitsanzo kuti limvetsetse ndikuganiziranso zolembera zomwe sizinalembedwe ndizotheka.
Mwachitsanzo, zitsanzo za zilankhulo zimatha kumvetsetsa zowoneka kapena mawu.
Mwa kuphatikiza njira zophunzitsira zapadera ChatGPT itha kukonzedwanso pazantchito zina. Mwachitsanzo, akhoza kuchita kusanthula malingaliro kapena kupanga chilankhulo chachilengedwe. Pomaliza, ChatGPT ndi mitundu yofananira ya zilankhulo ikuwonetsa lonjezano lopita patsogolo.
Siyani Mumakonda