Iqiniso lokuthi umsebenzisi usebenzisana kanjani namamodeli namasistimu e-AI akhiqizayo libaluleke kakhulu njengoba ukuqeqeshwa okuyisisekelo kanye nobuchwepheshe bokucabanga akumangazi kulabo abebesebenza ngesihloko kabanzi.
I-OpenAI isivele yenza izihloko zezindaba ngayo I-DALL-E2 ubuchwepheshe obukhiqiza izithombe, kanye nochungechunge lwayo lwe-GPT luthole isaziso ngokuphindaphinda okulandelanayo kanye nokwesaba okukhona ngezikhathi ezithile ngasohlangothini lwababhali.
Inkulumo-mpikiswano isishintshile ngandlela thize isuka kokuthi "abafundi abaphansi bazosebenzisa lokhu ukukhiqiza amaphepha ethemu asebenzisekayo" kuya kokuthi "lokhu kungangisiza ngokweqiniso ukulungisa amaphutha engifuna ukuwenza ekukhiqizeni" ngenguqulo entsha ye-ChatGPT, noma kunjalo, ebonakala ikhulisa isikhalazo sayo futhi. izethameli.
Kulesi sihloko, sizobheka ngokujulile i-GPT ukuze sibone ukuthi isebenza kanjani futhi, okubaluleke kakhulu, ukuthi isebenza kanjani, nokunye okuningi.
Ngakho-ke, yini I-ChatGPT kusukela I-OpenAI?
I-ChatGPT, entsha ye-OpenAI imodeli yolimi, yaklanywa kucatshangelwa ukusebenzelana kwezingxoxo. Kuyithuluzi elinamandla elingasetshenziswa ukuthuthukisa ukukhiqiza kwakho emikhakheni eyahlukene.
I-Generative Pre-trained Transformer esekwe engxoxweni. Iwuhlobo lobuchwepheshe be-Artificial Intelligence (AI) obakhiwa inkampani yocwaningo nentuthuko ye-AI i-OpenAI futhi yasebenzisa imodeli ye-NLP.
Ihlaziya futhi iqonde ulimi olukhulunywayo noma olulotshiwe lusetshenziswa umshini wokufunda ama-algorithms, bese ikhiqiza izimpendulo kuye ngalokho okokufaka.
Ukuqeqeshwa kwe-ChatGPT
Le modeli yaqeqeshwa yi-Open AI isebenzisa Ukuqinisa Ukufunda evela ku-Human Feedback (RLHF), isebenzisa izinqubo ezifanayo njenge-InstructGPT, kodwa enezinguquko ezincane ekucushweni kokuqoqwa kwedatha.
Basebenzise ukulungisa okugadwayo ukuze baqeqeshe imodeli yokuqala: abaqeqeshi be-AI abangabantu banikeze izingxoxo lapho badlale khona izinhlangothi zombili—umsebenzisi kanye nomsizi we-AI. Banikeze abaqeqeshi imiqondo ebhaliwe eyimodeli ukuze ibasize ekubhaleni izimpendulo zabo.
Abacwaningi kwakudingeka baqoqe idatha yokuqhathanisa, ehlanganisa izimpendulo zemodeli ezimbili noma ngaphezulu ezihlolwe ngekhwalithi, ukuze kuthuthukiswe imodeli yomvuzo wokufunda okuqinisiwe.
Basebenzise ukusebenzisana kwe-chatbot okwenziwa abaqeqeshi be-AI nayo ukuze bathole le datha.
Abacwaningi bakhethe isitatimende esibhalwe imodeli ngokungahleliwe, basampula iziphetho ezimbalwa ezingaba khona, futhi bacela abaqeqeshi be-AI ukuthi bazilinganise. Bangasebenzisa i-Proximal Policy Optimization ukuze balungise imodeli besebenzisa lawa mamodeli wemiklomelo.
Indlela yabe isiphindwa izikhathi eziningi ngabacwaningi.
Imodeli esetshenziswe ukuqeqesha i-ChatGPT, eyaqeda ukuqeqeshwa ekuqaleni kuka-2022, isuka ochungechungeni lwe-GPT-3.5. Uchungechunge lwe-3.5 luhlanganiswe ngokuningiliziwe lapha. Kungqalasizinda ye-supercomputing enikwa amandla yi-Azure AI, I-ChatGPT ne-GPT 3.5 zaqeqeshwa.
I-ChatGPT ingcono kakhulu kune GPT-3?
I-ChatGPT yakhelwe ku-GPT-3.5, okusekelwe ekufundeni okujulile imodeli yolimi ekhiqiza umbhalo ofana nomuntu.
Nokho, i-ChatGPT ithakazelisa kakhulu kunemodeli yangaphambili ye-GPT-3, esanda kuthola izimpawu zombhalo futhi yafuna ukuqhubeka nokuqukethwe kwayo okudaliwe. Ikhiqiza imiphumela ebanzi kakhulu futhi ingakhiqiza ngisho nezinkondlo.
Inkumbulo ingesinye isici esihlukanisayo. I-bot ingakhumbula amazwana angaphambilini engxoxweni futhi iwadlulisele kumsebenzisi. Ngakho-ke, i-OpenAI yenze ukuthi i-bot itholakale kuphela ukuze ibuyekezwe futhi ihlolwe i-beta, kodwa ukufinyelela kwe-API kuhlelelwe unyaka ozayo.
Onjiniyela bazokwazi ukuhlanganisa i-ChatGPT kusofthiwe yabo ngokufinyelela kwe-API.
Kubaluleke ngani?
Ukuze ubambe amandla ayo ngempela, udinga ukukubona, kodwa ngizokwenza umzamo wokukuchaza ngisebenzisa isifaniso. Ungase ujwayele uJarvis uma uke wabuka ifilimu, Iron Man.
UJarvis ungumsizi kaTony Stark othembekile we-AI. Ungacabanga nge-ChatGPT njengenguqulo encane ye-Jarvis. Nge-ChatGPT, ungathola ulwazi ngokuphumelelayo futhi ulungise, uchithe, ulungise, futhi uqinisekise ngendlela enembile.
Uyisebenzisa kanjani i-ChatGPT?
Ukusebenzisa i-ChatGPT kulula ngempela, udinga nje ukwenza kanjalo Ngena ngemvume futhi uzoqonda ku-ChatGPT.
Manje kufanele sibhale ukwaziswa futhi kuzokhiqiza ngokuzenzakalelayo imiphumela emihle sisebenzisa ubuhlakani bokwenziwa.
Amakhono e-ChatGPT
Ububanzi bezinjongo i-ChatGPT enganwetshwa kuzo yibo obuyenza ibe namandla kakhulu. Izinketho cishe azinamkhawulo, noma ngabe ixazulula izinkinga zezibalo noma zokubala, ukudala imibiko, imibhalo yokwethulwa, izingcezu zebhulogi, okokufundisa, amasu ebhizinisi afana naleli elishiwo ngenhla, noma amazwibela ekhodi, njll.
Nazi ezinye izigaba lapho i-ChatGPT ingasetshenziswa khona ukuthuthukisa ukusebenza kahle kwakho nokukhiqiza ukuze ikusize uqalise:
- Isizukulwane Sombhalo: I-ChatGPT ingasetshenziselwa ukukhiqiza amaphepha afana nemibiko, izethulo, neziphakamiso ngokufaka nje idatha embalwa ebalulekile futhi uvumele i-ChatGPT yenze okunye. "Ingabe ungawulungiselela umbiko ngezinombolo zethu zokuthengisa zekota ngamashadi namagrafu?" ungabuza i-ChatGPT.
- Izimpendulo ze-imeyili: I-ChatGPT ingasetshenziselwa ukukhiqiza izimpendulo ze-imeyili ezenzelwe wena nezihehayo, ukonga isikhathi nokuqinisekisa ukuthi ukuxhumana okubalulekile kusingathwa ngokushesha nangobungcweti. Isibonelo, ungabuza i-ChatGPT, “Kufanele ngisabele kanjani kulesi sicelo se-imeyili ngendlela enomusa nechwepheshile?”
- Ukuhlaziya Data: I-ChatGPT ingahlaziya inqwaba yedatha futhi ithole amaphethini abalulekile nemininingwane, isize amaqembu ekwenzeni ukukhetha okungcono okuqhutshwa idatha. "Yiziphi izinkambiso ezibalulekile ezibalweni zethu zokuthengisa onyakeni odlule?" ungabuza i-ChatGPT.
- Imibono Yebhizinisi: I-ChatGPT ingase futhi isetshenziselwe ukuthuthukisa imibono emisha yenkampani ngokunikeza ulwazi oluthile mayelana nemboni kanye nemakethe kanye nokuvumela i-ChatGPT ukuthi ikhiqize imiqondo nemibono engase ibe khona. Lokhu kungasiza osomabhizinisi nabaholi bamabhizinisi ukuthi beze nezimpahla ezintsha nezangempela ezintsha, izinsiza, kanye nezinhlelo. "Ungakwazi yini ukuthuthukisa imibono yebhizinisi ukuze uthole isisombululo esisha sesofthiwe embonini yezokunakekelwa kwezempilo?" ungabuza i-ChatGPT.
- Ukwenziwa Kwekhodi: I-ChatGPT inika amandla ukudalwa kwekhodi, ukutholwa kwamaphutha, nokulungisa. Ngokucela imininingwane embalwa mayelana nokusebenza okudingekile, kungase kukhiqize ikhodi esebenzisekayo unjiniyela angayishintsha futhi ayithuthukise. Ngokuhlonza amaphutha avamile namaphutha ekubhaleni amakhodi nokunikeza isiqondiso sendlela yokuwalungisa, i-ChatGPT ingaphinda isetshenziselwe ukulungisa amaphutha ezinhlelweni. Isibonelo, ungabuza i-ChatGPT "Ungakwazi ukwakha umsebenzi wokubala isilinganiso sohlu lwezinombolo bese ukhomba noma imaphi amaphutha e-syntax kukhodi elandelayo?"
Imikhawulo ye-ChatGPT
I-ChatGPT izwela izinguquko emishwaneni yokokufaka noma imizamo embalwa embuzweni ofanayo. Isibonelo, uma kunikezwe igama elilodwa lombuzo, imodeli ingafuna ukungazi, kodwa inikezwe ukuphindaphinda okuncane, ingaphendula ngokunembile.
Imodeli ivamise ukuba ne-verbose kakhulu futhi isebenzisa ngokweqile amagama athile, njengokuphinda ukuthi iyimodeli yolimi eqeqeshwe yi-OpenAI. Lezi zinkinga zivela ngenxa yokuchema kwedatha yokuqeqeshwa (abaqeqeshi bakhetha izimpendulo ezinde ezibonakala zicophelela kakhulu) kanye nokukhathazeka okwaziwayo kokwenza kahle kakhulu.
Kwesinye isikhathi i-ChatGPT ikhiqiza izimpendulo ezibonakala zilungile kodwa zingamanga noma ezingenangqondo. Ukulungisa le nkinga kunzima ngoba:
- Okwamanje, awukho umthombo weqiniso kulo lonke ukuqeqeshwa kwe-RL.
- Imodeli yenqaba umbuzo ongawuphendula ngokunembile ngenxa yokuqeqeshwa kokuqapha;
- Imodeli idukiswa ukuqeqeshwa okugadiwe njengoba impendulo engcono kakhulu incike kakhulu kulokho imodeli ekwaziyo kunalokho okwaziyo umbonisi ongumuntu.
Isiphetho
Ekugcineni, i-ChatGPT, i-AI chatbot evezwe yinkampani yocwaningo lwezobunhloli bokwenziwa i-OpenAI, isidumile lapho abantu beqala ukuyisebenzisa ukuphendula umsebenzi wesikole noma ukuthola amaphutha ekhodi.
I-chatbot ihlelelwe ukuthi izibandakanye ngesitayela sokuxoxa futhi iphendule ngokujulile. Ngokuphawulekayo, ingaphinda iphendule emibuzweni yokulandelela, ivume amaphutha, futhi yenqabe izicelo ezingafanele.
shiya impendulo