Impendulo emfushane: Isaziso esingesihle sitshela i-AI okufanele siyigweme, okusiza ekunciphiseni ukufiphala, ukuxinana, ukuphindaphinda, noma imiphumela engeyiyo. Kubalulekile ngoba imiphumela iba elawulwa kakhulu futhi ihambisanayo, ikakhulukazi lapho amaphuzu avame kakhulu ukwehluleka kulula ukuwabona. Kusebenza kahle kakhulu uma uhlanganisa isimemezelo esiyinhloko esicacile nohlu olufushane, oluqondiwe lwezinto ezingafakwanga.
Izinto ezibalulekile okufanele uzicabangele:
Ukulawula: Chaza umgomo kuqala, bese uvimba kuphela imiphumela engaba khona engafuneki.
Ukucaciswa: Faka esikhundleni ukuvinjelwa okungacacile ngezingxenye ezicacile ezifana nokufiphala, ama-cliché, noma izinto ezengeziwe.
Ibhalansi: Gcina izimpendulo ezimbi zimfushane ukuze imiphumela ihlale icacile ngaphandle kokuguquka.
Ukuhlolwa: Lungisa okukhishwe ngemuva kokugijima ngakunye lapho imodeli iqhubeka nokuphinda iphutha elifanayo.
Ukufaneleka: Qondanisa izinto ezimbi nomsebenzi, kungakhathaliseki ukuthi lokho kusho izithombe, ukubhala, izimpendulo zokusekela, noma imisebenzi.

Izihloko ongase uthande ukuzifunda ngemva kwalesi:
🔗 Kuyini ukusesha okusebenzisa i-AI nokuthi kusebenza kanjani
Ichaza usesho oluhlakaniphile, izinga, kanye nemiphumela eyenzelwe wena usebenzisa i-AI.
🔗 Ingabe i-AI iyaphila? Lokho okushiwo yisayensi namuhla
Ihlola izincazelo zokuphila, ukuqonda, kanye nemikhawulo ye-AI yanamuhla.
🔗 Ingakanani amandla asetshenziswa yi-AI ekusebenzeni
Ihlukanisa izindleko zokuqeqesha uma kuqhathaniswa nezindleko zokuqagela, izikhungo zedatha, kanye nokusebenza kahle.
🔗 Yasungulwa nini i-AI? Umlando omfushane wesikhathi
Ihlanganisa izinyathelo ezibalulekile kusukela ekubaleni kwasekuqaleni kuya ekufundeni komshini kwesimanje.
Kuyini Ukusheshisa Okubi ku-AI? 🧠
I- Negative Prompt ku-AI iyisethi yemiyalelo etshela imodeli ukuthi yini okungafanele ikhiqizwe.
Esikhundleni sokuthi nje:
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"Dala isithombe esingokoqobo sowesifazane osesimweni esilula"
Ungase futhi wengeze:
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“Akukho ukufiphala”
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"Azikho iminwe eyengeziwe"
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"Asikho isitayela sekhathuni"
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"Awekho amehlo asontekile"
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“Akukho umbhalo ngemuva”
Leyo ngxenye yesibili iyisikhuthazo esingesihle.
Umsebenzi oyinhloko wesikhuthazo esingesihle ukunciphisa amaphethini angafuneki ekuphumeni. Kusebenza njengesihlungi, noma mhlawumbe njengesibambi emnyango weklabhu esinquma ukuthi yiziphi izinto ezibonakalayo ezingangeni namuhla ebusuku 🚪
Ekusetshenzisweni okungokoqobo, izimbangela ezimbi zivame ukubonakala ku:
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Amathuluzi okudlulisa isitayela
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Imisebenzi yokukhiqizwa kwamavidiyo
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Ukukhiqizwa komsindo kwezinye izimo
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Amapayipi obunjiniyela asheshayo okusetshenziswa ebhizinisini
Nokho, akuyona imilingo. Isenzo esibi asiqinisekisi ukuphelela. Sisusa imodeli emiphumeleni ethile. Ngezinye izikhathi ngobumnene. Ngezinye izikhathi njengenqola yokuthenga enesondo eliphukile.
Kungani Ukusheshisa Okubi Ku-AI Kubaluleke Kangaka 📌
Nakhu abantu abakufunda ngokushesha - i-AI inekhono lokuqagela, kodwa ukuqagela akufani nokuqonda.
Uma ubhala isicelo esijwayelekile, imodeli izama ukwanelisa isicelo ngokusekelwe kumaphethini ewafundile. Lokho kungaholela emiphumeleni eqinile, kodwa futhi kungaletha udoti ongakaze uwucele. Isithombe esithambile senganekwane siba isikhumba sepulasitiki esibushelelezi ngokweqile. Isithombe somkhiqizo ohlanzekile ngokuzumayo sinombhalo ongahleliwe ontanta ekhoneni. Uhlaka lwebhulogi luphenduka lube yi-general filler. Uyazi iphethini.
Yingakho i-Negative Prompt ku-AI ibalulekile. Ithuthukisa ukulawula.
Kuyasiza nge:
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Ukunemba - Unciphisa isikhala sokukhipha
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Ukungaguquguquki - Izimanga ezimbalwa ezingahleliwe
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Ukulawulwa kwekhwalithi - Ukuhlanza okuncane kamuva
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Ukuphathwa kwesitayela - Gwema ukubukeka noma imibala ongayithandi
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Ukunciphisa amaphutha - Susa amaphutha avamile kanye nezinto zobuciko
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Ukonga isikhathi - Imiphumela engcono ngemizamo embalwa
Ekuhlolweni kwami, igebe phakathi kwesiphakamiso esihle nesikhuthazo esilungisiwe esinamaphutha livame ukuba likhulu kunalokho abantu abakulindele. Ukwengeza imiyalelo embalwa ethi “ungafaki” kungazwakala kunamandla kakhulu kunokwengeza amagama ayishumi achazayo engeziwe. Hhayi njalo, kodwa kaningi ngokwanele ukubala.
Yini Eyenza Isaziso Esihle Esibi ku-AI? ✅✨
Isikhuthazo esihle esibi asiyona nje inqwaba yamagama angavunyelwe. Siqondiswe ngqo, siqondile, futhi siyasebenza.
Iseluleko esihle esibi ngokuvamile sinalezi zimpawu:
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Okuhlobene nomphumela
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Uma ufuna isithombe esingokoqobo, izinto ezimbi ezifana nokuthi “ikhathuni, i-anime, imininingwane ephansi” zinengqondo.
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Kugxilwe emaphutheni angenzeka
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Ngezandla, ubuso, umbhalo, ukwakheka komzimba, ukufiphala, kanye nokungahleleki kahle - lezi yizindawo ezivame ukuba nezinkinga.
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Kufushane ngokwanele ukuhlala kucacile
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Uhlu olukhulu lungaba nzima futhi luphikisane.
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Okuqondile ngaphandle kokuba yisiwula
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“Ukungabi naminwe eyengeziwe” kungcono kunokuthi “kususwe konke ukungalungi kwezinto eziphilayo esakhiweni sesitho somuntu.” Woza manje.
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Kuhlanganiswe nesikhuthazo esinamandla esihle
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Izimpendulo ezingezinhle zisebenza kahle kakhulu uma i-AI nayo ikwazi ukuthi ufunani .
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Isibonakaliso esibuthakathaka esibi sivame ukubukeka kanje:
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Akucaci kahle - "yenza kube ngcono"
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Kubanzi kakhulu - “akukho okubi”
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Kuphikisana kakhulu - “kungokoqobo kodwa akukho zithunzi akukho ukuthungwa akukho imininingwane yesikhumba”
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Kude kakhulu - ukulahla amagama angukhiye angapheli ngaphandle kwesakhiwo
Indlela enhle yokucabanga ngayo yile: i-positive prompt ichaza indawo oya kuyo, kanti i-negative prompt isusa imigwaqo ongafuni ukuthi i-AI iyithathe 🚗
Mhlawumbe akuyona into efanelekile. Kufana nokususa izindlela zamaxhaphozi ku-GPS. Noma kunjalo, iyasebenza kahle.
Ithebula Lokuqhathanisa - Izindlela Ezivamile Zokusebenzisa I-Negative Prompt ku-AI 📊
Nasi ithebula lokuqhathanisa elisebenzayo elibonisa izitayela ezivame kakhulu zokukhuthaza okungekuhle nokuthi zisebenza kuphi kangcono, ngokusekelwe esiqondisweni sokukhuthaza isithombe, isiqondiso sobunjiniyela be-LLM, kanye nesiqondiso sobunjiniyela be-API.
| Isitayela sokukhuthaza esingesihle | Kuhle kakhulu | Isibonelo samagama | Kungani kusebenza | Iphutha elivamile |
|---|---|---|---|---|
| Ukususwa kwezinto ezidaliwe | Izithombe ze-AI | "ukufiphala, umsindo, ikhwalithi ephansi, okufakwe amaphikseli" | Inciphisa ngokushesha imfuhlumfuhlu ebonakalayo | Ukusebenzisa amagama amaningi kakhulu ekhwalithi ahambisanayo |
| Ukulungiswa kokwakheka komzimba | Izithombe, abalingiswa | "iminwe eyengeziwe, izandla ezimbi, ubuso obusontekile" | Ihlose amaphutha avamile afana nobuntu bomuntu | Ukukhohlwa ukuqinisa isiphakamiso esiyinhloko sesithombe |
| Ukukhishwa kwesitayela | Isiqondiso sobuciko | "ikhathuni, i-anime, isitayela samahlaya, ukugcwala ngokweqile" | Igcina umphumela usondele kakhulu kuthoni ebonakalayo ekhethiwe | Izitayela zokuvimba osadinga, ngendlela exakile |
| Ukuhlanzwa kwengemuva | Izithombe zomkhiqizo, ama-mockup | "isizinda esiminyene, umbhalo, i-watermark" | Kusiza ukuhlukanisa kangcono umuntu othintekayo | Ukucela izigcawu ezinemininingwane ngenkathi uvimbela imininingwane |
| Ukukhishwa kwezinto | Ukwenziwa kwezigcawu | "Akukho zimoto, akukho sixuku, akukho zilwane" | Isusa izinto ezingafuneki ngqo | Ukunciphisa ngokweqile indawo kuze kube yilapho izwakala ingenalutho |
| Ukulawula ithoni kombhalo | Ukubhala nge-AI | "Akukho silulumagama, akukho ulimi olukhukhumele, akukho ukuphindaphinda" | Kulola izwi nokufundeka kalula | Ukuba nomthetho oqinile kangaka kuzwakala njengokhuni |
| Ukuphepha noma ukuhlunga uphawu | Imisebenzi yebhizinisi | "Akukho ulimi oluhlambalazayo, akukho ezombusazwe" | Kunciphisa imiphumela eyingozi ekusetshenzisweni kobungcweti | Ukucabanga ukuthi ixazulula yonke inkinga enqenqemeni |
| Ukulawula ifomethi | Umphumela ohleliwe | "akukho matafula, akukho ukugcwala kwezinhlamvu, akukho ama-emoji" | Kuwusizo uma udinga ifomethi enembile | Kungqubuzana nefomethi eceliwe... kwenzeka kakhulu |
Bheka iphethini. Izimpendulo ezinhle kakhulu ezimbi azizami ukulawula yonke into. Zixazulula amaphuzu okungenzeka kakhulu okwehluleka.
Indlela Iziphakamiso Ezimbi Ezisebenza Ngayo Ngemva Kwezigcawu ⚙️
Ngaphandle kokuzulazula kakhulu otshanini, isikhuthazo esibi sithonya imodeli ngokukhubaza ukuhlangana okuthile ngesikhathi sokukhula.
Kumathuluzi esithombe, uhlelo lubheka kokubili i-prompt eyinhloko kanye ne-prompt engemihle bese luzama ukusondela kwenye ngenkathi lusuka kwenye. Leyo inguqulo elula, yebo, kodwa iyasiza. Cabanga ngayo njengokuqondisa ngesandla esisodwa ngenkathi usunduza kancane imephu embi ngesinye. Kumathuluzi akhelwe kuma-Diffuser, ngisho nobuso be-API obungaphansi buhlanganisa amasimu afana ne- negative_prompt_embeds yalolu hlobo lokulawula.
Kumathuluzi olimi, imiyalelo engemihle iyasiza ekwakheni:
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ithoni
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isakhiwo
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izihloko ezingavunyelwe
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imikhawulo yesitayela
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ukulawula ukuphindaphinda
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ukuziphatha kokufometha
I-AI empeleni ilinganisa izintandokazi.
Lokho kusho ukuthi izimpendulo ezingezinhle aziyona into ehlukile yokushintsha umlingo. Ziyingxenye yesimiso semfundo. Okuchaza nokuthi kungani zingahluleka uma:
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isikhuthazo esihle sibuthakathaka kakhulu
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isixwayiso esibi side kakhulu
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ukungqubuzana kwemiyalelo
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imodeli ayiphathi kahle izinto ezimbi
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isicelo siyinkimbinkimbi kakhulu ukuthi kudlule kanye
Futhi yebo, amathuluzi ahlukene asabela ngendlela ehlukile. Amanye amamodeli ezithombe athanda izimpendulo ezihlanzekile nezingalungile. Amanye ashaya amahlombe kancane futhi enze noma yini asevele ekulungele ukuyenza. I-AI ingaba bukhali futhi ibe nenkani emoyeni ofanayo 😬
Isaziso Esibi ku-AI Sokukhiqiza Izithombe 🎨🖼️
Yilapho leli gama livame ukusetshenziswa khona.
Uma abantu bekhuluma nge -Negative Prompt ku-AI, bavame ukusho ukwenziwa kwezithombe. Lokho kunengqondo ngoba amamodeli ezithombe adume ngokuphinda amaphutha ambalwa ajwayelekile:
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izitho ezengeziwe
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izandla ezikhubazekile
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amehlo angajwayelekile
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izinto eziphindwe kabili
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ukuthungwa kodaka
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umbhalo ongahleliwe
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imininingwane ephansi
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ukuchayeka ngokweqile
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izingoma ezixubile
Ngakho-ke uma isicelo sakho singu:
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"Isithombe sebhayisikobho seqhawe elikhanyayo ngegolide"
Ungangeza isiphakamiso esingesihle njenge:
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"ukufiphala, iminwe eyengeziwe, ubuso obusontekile, ukwakheka komzimba okubi, imininingwane ephansi, umbhalo, uphawu lwe-watermark, ukunqunywa"
Lokho kutshela uhlelo ukuthi yini okufanele uyigweme ngenkathi udlala iqhawe.
Izimpawu ezinhle ezingezinhle zivame ukuqondisa:
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Izinkinga ze-Anatomy
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izandla ezimbi, iminwe eyengeziwe, izitho ezihlanganisiwe
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Izinkinga zekhwalithi
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ikhwalithi ephansi, kufiphele, kunomsindo, kufakwe amaphikseli
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Izinkinga zokwakheka
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okunqunyiwe, okuphindwe kabili kwesihloko, imfuhlumfuhlu engekho phakathi nendawo
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Ukungafani kwesitayela
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ikhathuni, i-anime, isikhumba esingenangqondo, ukugcwala ngokweqile
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Izinto zobuciko ezilahlekile
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i-watermark, umbhalo, ilogo, uhlaka
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Kodwa ungadlulisi
Abasebenzisi abaningi balahla uhlu olukhulu lwezixwayiso ezingezinhle abalukopishe endaweni ethile. Ngezinye izikhathi lokho kuyasiza. Ngezinye izikhathi kufana nokuphonsa izingubo zokulala eziyishumi nesithupha phezu kwesibani bese bezibuza ukuthi kungani igumbi libukeka lifiphele.
Iziphakamiso ezinde ezimbi zingaba:
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dida imodeli
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buthakathaka ubuhlakani
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ukuthungwa okuthambile
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susa imininingwane emihle
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dala imiphumela engcolile
Ngakho yebo, zisebenzise - zisebenzise ngenhloso.
Isaziso Esibi ku-AI Yokubhala Nama-Chatbots ✍️💬
Ukugqugquzela okungalungile akugcini nje ngezithombe. Kunamandla futhi ezinhlelweni zokubhala, ama-chatbot, abasizi bokusekela, kanye nemisebenzi yokuqukethwe.
Ngombhalo, isiphakamiso esingesihle singatshela imodeli ukuthi igweme:
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ukuphindaphinda
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ama-cliché
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i-jargon
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ulimi lokuthengisa olunolaka
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ama-emoji
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ukulayisha ngokweqile kwezinhlamvu
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ukuqagela
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izimangalo ezingasekelwa
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izihloko noma amathoni athile
Isibonelo, esikhundleni sokuthi nje:
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“Bhala incazelo yomkhiqizo womenzi wekhofi wekhwalithi ephezulu”
Ungangeza:
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"Ungazwakali sengathi uyacindezela"
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"Gwema izimangalo eziqisiwe"
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"Azikho izinkulumo ezigcwalisayo"
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"Akukho nkulumo esetshenziswa yizinkampani"
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“Ungasebenzisi amagama avamile njengokushintsha umdlalo noma uchwepheshe wesimanje”
Lokho kushintsha ithoni ngokuphelele.
Izizathu ezingezinhle zokubhala ziyasiza uma ufuna:
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izwi lomkhiqizo elihlanzekile
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imishwana embalwa ejwayelekile
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ithoni yobungcweti ethe xaxa
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ukufometha okufundeka kalula
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ukuphindaphinda okuncane
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imiphumela ephephile yamaqembu namakhasimende
Ngicabanga ukuthi lokhu kusetshenziswa kuyabhekwa njengento encane. Wonke umuntu ukhuluma ngobuciko obuhle be-AI, okuyinto efanele, ngoba bukhazimula futhi buyakhumbuleka. Kodwa kochwepheshe abasebenzayo, ukulawula ithoni ekubhaleni yilapho izimpendulo ezimbi zidla khona isidlo sasemini buthule 🍽️
Amaphutha Avamile Abantu Abawenzayo Ngokusebenzisa I-Negative Prompt ku-AI 🚫
Ukukhuthazwa okubi kubonakala kulula kunalokho okuyikho.
Nazi amaphutha avame kakhulu.
1. Ukungacaci kahle kakhulu
Isibonelo esibi:
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"Akukho okubi"
I-AI ayinawo umgomo oqinile lapho. “Okubi” kusho cishe ukungabi nalutho.
Kungcono:
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"Akukho ukufiphala, akukho ukuhlanekezela, akukho izinto ezengeziwe"
2. Ukuphikisana nesicelo esiyinhloko
Uma ucela:
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"Imakethe yefantasy enemininingwane eminingi"
Futhi isiphakamiso sakho esibi sithi:
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"Akukho mfuhlumfuhlu, akukho sixuku, akukho imininingwane yangemuva"
Kahle... usuyigobile isicelo sakho.
3. Ukugcwala amagama angukhiye amaningi kakhulu
Uhlu olukhulu olukopishiwe lungasebenza ngezinye izikhathi, kodwa luvame ukukhukhumala. Imodeli ilahlekelwa ukucaca. Kufana nokuzama ukuqondisa ifilimu ngokumemeza amanothi angu-80 ngesikhathi esisodwa 🎬
4. Ukusebenzisa izinto ezimbi ngaphandle kokucaca okuhle
Isikhuthazo esibi asikwazi ukusindisa umbono obuthakathaka. Singayithuthukisa isikhuthazo esihle, yebo. Asikwazi ukusisungula ngomlingo.
5. Uma sicabanga ukuthi yonke imodeli ihumusha amagama ngendlela efanayo
Uhlelo olulodwa lusabela kakhulu “esimeni esiphansi.” Olunye alukunaki. Olunye lukhathalela “izandla ezikhubazekile.” Olunye lucwayiza kancane. Ukuhlola kubalulekile.
6. Ukuzama ukulawula yonke iphikseli noma umusho
Ukulawula kakhulu kungaqeda amandla okukhipha. Ukuhlanza kuhle. Ukufa akukuhle. Kukhona umehluko.
Izibonelo Ezisebenzayo Zokushesha Okubi ku-AI 🔍
Izibonelo zikwenza kucace lokhu, ngakho nazi ezimbalwa.
Isibonelo 1 - Isithombe esingokoqobo
Isaziso esiyinhloko:
Isithombe esiseduze sangempela sowesifazane ogqoke ukukhanya kwefasitela okuthambile, ukuthungwa kwesikhumba kwemvelo, ukujula kwensimu okungajulile
Isikhuthazo esibi:
ukufiphala, iminwe eyengeziwe, amehlo asontekile, isikhumba sepulasitiki, ukugcwala ngokweqile, ikhathuni, umbhalo, i-watermark
Kungani kusebenza:
Kuvikela ubuqiniso futhi kuvimbela amaphutha avamile okubona.
Isibonelo 2 - Isithombe somkhiqizo
Isaziso esiyinhloko:
Isithombe somkhiqizo we-minimalist sewashi elimnyama ngemuva elimhlophe, ukukhanya kwesitudiyo
Isaziso esibi:
imfuhlumfuhlu, ukuzindla, izinto ezengeziwe, umbhalo, ukuhlanekezela kwelogo, imininingwane ephansi, imfuhlumfuhlu yesithunzi
Kungani isebenza:
Igcina uhlaka lulula futhi luhlanzekile ngokwezentengiselwano.
Isibonelo 3 - Ukubhala ibhulogi
Iseluleko esiyinhloko:
Bhala isingeniso sebhulogi esiwusizo mayelana nokukhiqiza ehhovisi lasekhaya ngezwi lochwepheshe elinobungane
Iseluleko esingesihle:
akukho ulimi olukhukhumele, akukho magama aphindaphindwayo, akukho ukuphindaphinda, akukho misho yerobhothi, akukho zithembiso ezigqamile
Kungani isebenza:
Ivimbela ukugcwalisa okuzwakala njenge-AI futhi igcina ikhophi ingokwemvelo kakhulu.
Isibonelo 4 - Impendulo yokusekela amakhasimende
Isicelo esiyinhloko:
Bhala impendulo yokusekela enenhlonipho ngokuthunyelwa okubambezelekile
Iseluleko esibi:
ungasoli ikhasimende, akukho ukuzivikela, akukho ulimi olusetshenziswa ngokomthetho, akukho ukuxolisa okungenamsebenzi okuphindaphindwa kabili
Kungani kusebenza:
Kuthuthukisa ubuchwepheshe kanye nesimo sengqondo.
Bona ukuthi lezi ziphakamiso ezimbi azihleliwe. Ngayinye ihlobene nengozi yangempela yokwehluleka.
Lapho Kungafanele Uthembele Kakhulu Ezintwebeni Ezimbi 🪫
Iziphakamiso ezimbi ziwusizo, kodwa azizona njalo izinkanyezi zohlelo.
Ngezinye izikhathi kungcono ukuthuthukisa isikhuthazo esiyinhloko esikhundleni salokho.
Qaphela uma:
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isicelo sakho sesivele sinomkhawulo kakhulu
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umkhiqizo wemodeli uzwakala uyisicaba futhi ungenampilo
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uhlu lwakho olungalungile lude kunesixwayiso sangempela
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ithuluzi aliphenduli kahle ekulinganisweni okungekuhle
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awukaze uhlole izinguqulo ezilula ze-prompt kuqala
Imiphumela eminingi ebuthakathaka esolwa nge-AI imane nje iyimiyalelo engacacile yokugqoka izibuko zelanga. I-core prompt engcono ivame ukulungisa okungaphezu kwenqwaba yezinkinga.
Ngakho-ke indlela elinganiselayo isebenza kangcono:
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Qala ngesicelo esiyinhloko esicacile
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Engeza amagama ambalwa angalungile aqondisiwe
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Ukuhlolwa
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Lungisa ngokusekelwe kulokho okungahambi kahle
Leyo nqubo idlula ukulahla ngokushesha okungahleliwe cishe ngaso sonke isikhathi.
Indlela Yokubhala Iseluleko Esingcono Esingalungile ku-AI Isinyathelo Ngesinyathelo 🛠️
Nansi inqubo elula ongayisebenzisa.
Isinyathelo 1 - Chaza umphumela owufunayo
Zibuze:
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Yini engizama ukuyidala?
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Ngifuna isitayela, ithoni, noma ifomethi enjani?
Isinyathelo 2 - Qagela ukwehluleka okungenzeka
Cabanga ngalokho okuvame ukungahambi kahle.
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i-anatomy engavamile?
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isithombe esinomsindo?
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umbhalo ophindaphindayo?
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ithoni engeyona eyomkhiqizo?
Isinyathelo 3 - Bhala izinto ezithile ezingafakwanga
Guqula lokho kwehluleka okungenzeka kube yizinto ezimbi eziqondile.
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"Akukho ukufiphala"
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“akukho silulumagama”
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"akukho zandla ezengeziwe"
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“akukho umbhalo wangemuva”
Isinyathelo 4 - Gcina uhlu luhlanzekile
Qala kancane. Ungangeza okunye kamuva.
Isinyathelo 5 - Hlola futhi ulungise
Uma i-AI iqhubeka nokwenza iphutha elilodwa, qondisa lelo phutha ngokucacile. Uma umphumela uba nzima kakhulu, susa imikhawulo embalwa.
Ithempulethi elincane elisebenzayo
Ngezithombe:
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Isaziso esiyinhloko: isihloko + isitayela + ukukhanya + ukwakheka
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Isici esibi: izinkinga ze-anatomy + ukungafani kwesitayela + ukususwa kwezinto zobuciko
Ukubhala:
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Isiphakamiso esiyinhloko: umgomo + izilaleli + ithoni + isakhiwo
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Isikhuthazo esibi: ithoni evinjelwe + ukufometha okuvinjelwe + ama-cliché avinjelwe + izindawo eziyingozi
Akukho lutho oluhle. Kuwusizo nje.
Inothi Lokuvala Nge-Negative Prompt ku-AI 🌟
Ngakho-ke, iyini i-Negative Prompt ku-AI?
Kuyingxenye yokucela ukuthi utshele imodeli ukuthi yini okufanele uyigweme. Leyo incazelo ehlanzekile. Kodwa empeleni, kungaphezu kwalokho. Kuyithuluzi lokulawula. Isihlungi sekhwalithi. Indlela yokunciphisa ubuze ngaphambi kokuba buvele. Akuphelele, akuphelele, kodwa kunamandla angempela.
Indlela ehlakaniphile yokuyisebenzisa akusikho ukwakha indawo yamathuna ayisihluthulelo amakhulu bese uwanamathisela yonke indawo. Kuwukuqaphela ukuthi yini eqhubeka ingahambi kahle, bese uvimba lezo zinkinga ngqo ngemiyalelo ezolile neqondile.
Yilokho okumnandi.
Kafushane
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Isaziso Esingalungile ku-AI sitshela imodeli ukuthi yini okungafanele ikhiqizwe
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Kuwusizo kakhulu ekudalweni kwezithombe, ukubhala, kanye nokulawula umsebenzi
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Izeluleko ezinhle ezimbi ziqondile, zifanelekile, futhi zimfushane
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Izimpawu ezimbi azicacile, zigcwele, noma ziyaphikisana
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Imiphumela emihle kakhulu ivela ngokuhlanganisa isikhuthazo esiyinhloko esinamandla nesikhuthazo esibi esiqondisiwe
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Ukuhlola kubalulekile - amamodeli ahlukene asabela ngendlela ehlukile
Uma usuqalile ukusebenzisa izinkomba ezimbi kahle, ukubuyela emuva kungazwakala sengathi ukupheka ngaphandle kosawoti. Akunakwenzeka. Kuyacasula kancane, futhi umphumela uba lula kunalokho okudingeka ube yikho.
Isibonelo sangempela: Ukusebenzisa izixwayiso ezingezinhle zokufakwa ohlwini kwemikhiqizo esitolo esiku-inthanethi
Isimo
Cabanga ngesitolo esincane sezinto zasekhaya esidala izithombe zomkhiqizo kanye nezincazelo ezimfushane zama-mugs amasha angu-30 e-ceramic.
Umnikazi ufuna izithombe zomkhiqizo ezihlanzekile ngemuva okulula kanye nezincazelo ezilula nezifudumele zewebhusayithi. Imiphumela yokuqala ye-AI ibukeka ilungele ukusetshenziswa, kodwa iyaqhubeka nokukhiqiza izinkinga eziphazamisayo: ama-logo mbumbulu enkomishini, ingemuva eligcwele, imisho ephindaphindwayo, izimangalo ezigqamile, kanye nalokho okungenangqondo "okubalulekile kwendlela yokuphila ye-premium".
Ngakho-ke isitolo sisebenzisa izixwayiso ezingezinhle ukulawula kokubili isithombe kanye nomphumela wokubhala.
Okudingwa umsebenzi wokusebenza
Umnikazi ulungiselela:
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Izithombe zomkhiqizo wangempela ezingu-3 zokubhekisela kuzo
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amanothi ethoni yomkhiqizo: okufudumele, okulula, okuyiqiniso, hhayi okunethezeka
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Izidingo zesithombe: ingemuva elimhlophe, akukho zinto ezisetshenziswayo, akukho umbhalo, akukho uphawu mbumbulu
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Izidingo zokubhala: amagama angu-45-60, ulimi olucacile, akukho zimangalo eziqisiwe
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uhlu lokuhlola lokubuyekeza amaphutha esithombe kanye nezimangalo zokukopisha ezingasekelwa
Isibonelo semiyalelo
Isicelo esiyinhloko sokukhiqiza izithombe:
Dala isithombe somkhiqizo wesitudiyo esihlanzekile sendebe eluhlaza okwesibhakabhaka eyenziwe ngezandla ngemuva elimhlophe, ukukhanya kwemvelo okuthambile, ukuthungwa okungokoqobo, ukwakheka okuphakathi, isitayela sesithombe somkhiqizo we-ecommerce.
Iseluleko esibi:
akukho logo mbumbulu, akukho umbhalo, akukho watermark, akukho handle eyengeziwe, akukho mfuhlumfuhlu, akukho props, akukho sitayela sekhathuni, akukho ukufiphala, akukho ukuma okuphambene, akukho zithunzi ezinzima
Isicelo esiyinhloko sokubhala:
Bhala incazelo yomkhiqizo enamagama angu-50 yenkomishi ye-ceramic eluhlaza okwesibhakabhaka eyenziwe ngezandla. Sebenzisa ithoni efudumele nesebenzayo esitolo esincane sezinto zasekhaya. Khuluma ngombala, umuzwa owenziwe ngezandla, ukusetshenziswa kwansuku zonke, kanye nomklamo olula.
Iseluleko esibi sokubhala:
akukho zimangalo ezigqamile, akukho ulimi oludumile, akukho magama aphindaphindwayo, akukho ziphindwaphindwayo, akukho zimangalo zokuqina ezingasekelwa, akukho misho efana nokushintsha umdlalo, okumele ube nayo, noma ephelele wonke umuntu
Indlela yokuyihlola
Sebenzisa umkhiqizo ofanayo ngezinguqulo ezintathu:
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Isicelo esiyinhloko kuphela
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Isaziso esiyinhloko esinombuzo obanzi ongemuhle, njengokuthi “akukho khwalithi embi”
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Isiphakamiso esiyinhloko esinezinto ezimbi eziqondiwe, njengokuthi “akukho logo mbumbulu, akukho umbhalo, akukho siphatho esengeziwe, akukho zimangalo ezigqamile”
Bese uhlola umphumela ngamunye uqhathanise nohlu olulula:
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Ingabe indebe inesimo esifanele?
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Ingabe kukhona umbhalo ongafuneki, ilogo, i-watermark, noma into eyengeziwe?
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Ingabe incazelo yenza izimangalo isitolo esingenakuzifakazela?
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Ingabe ikhophi izwakala ingokwemvelo?
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Ingabe lokhu okuphumayo kuzodinga ukuhlelwa ngesandla ngaphambi kokushicilela?
Umphumela
Umphumela obonisayo, ngokusekelwe esikhathini sokuzama isampula engu-12 yemifanekiso yomkhiqizo kanye nemidwebo engu-6 yencazelo yomkhiqizo:
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Isaziso esiyinhloko kuphela: Izithombe ezingu-7 kwezingu-12 zidinga ukuvuselelwa ngenxa yombhalo mbumbulu, imfuhlumfuhlu, noma izimo zezinkomishi ezisontekile
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Isaziso esibi kakhulu: izithombe ezi-5 kweziyi-12 zisadinga ukuvuselelwa
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Isikhuthazo esibi esiqondiwe: Izithombe ezimbili kweziyi-12 zidinga ukuvuselelwa
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Ukubhala ukuhlela kwehle kusuka cishe emizuzwini eyi-6 ngencazelo ngayinye kuya cishe emizuzwini emi-2 ngencazelo ngayinye
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Isikhathi sokubuyekezwa sezincazelo ezi-6 sehle sisuka kumaminithi angu-36 saya kumaminithi angu-12
Lezi zinombolo aziyona indlela yokuhlola esetshenziswayo. Ziyisibonelo sokulinganisa esibonisa ukuthi iqembu elincane lingalinganisa kanjani umthelela ngokwalo: ukubala imiphumela enqatshiwe, ukulinganisa isigaba sokuhlela, nokulandelela ukuthi zingaki izinguqulo ezidlula uhlu lokuhlola lokubuyekezwa.
Yini engase ihambe kabi
Ingozi enkulu ukuvimbela imininingwane ebalulekile ngengozi. Uma umnikazi engeza "akukho zithunzi, akukho ukuthungwa, akukho mininingwane yangemuva, akukho ukubonakaliswa" indebe ingase iqale ukubukeka icwebe futhi ingelona iqiniso.
Enye ingozi ukusebenzisa izinkomba ezingezinhle ukufihla imiyalelo ebuthaka. I-"Akukho ukubhala okubi" ngeke ilungise inkomba yomkhiqizo engacacile. Imodeli isadinga izilaleli ezicacile, ithoni, inani lamagama, kanye namaqiniso omkhiqizo.
Kwezentengiselwano ze-inthanethi, ukubuyekezwa kwabantu kusabalulekile. I-AI akufanele isungule ukuphepha komshini wokuwasha izitsha, izimangalo zezinto ezibonakalayo, imvelaphi eyenziwe ngesandla, noma izithembiso zokulethwa ngaphandle kokuthi leyo mininingwane iqinisekisiwe.
Ukudla okuwusizo
Izimpendulo ezingezinhle zisebenza kahle kakhulu uma zihlobene nezinkinga zokubuyekeza eziphindaphindayo. Ungaceli i-AI ukuthi igweme konke. Bheka ukuthi yini ehlala ihluleka, qamba lawo maphutha ngokucacile, bese uhlola ukuthi iqembu elilandelayo lidinga ukulungiswa okuncane yini.
Imibuzo Evame Ukubuzwa
Iyini i-negative prompt ku-AI, futhi ihluke kanjani ku-normal prompt?
Isaziso esijwayelekile sitshela imodeli ukuthi yini okufanele idale, kanti isimemezelo esingesihle sitshela ukuthi yini okufanele siyigweme. Empeleni, lokho kusho ukuthi awugcini nje ngokuchaza umgomo, kodwa futhi uvimba amaphethini avamile okuhluleka. Lesi sihloko sikuveza njengesendlalelo sokulawula esinciphisa izitayela ezingafuneki, izinto zobuciko, noma ukuziphatha esikhundleni sokufaka esikhundleni sesaziso esiyinhloko.
Kungani i-Negative Prompt ku-AI ithuthukisa ikhwalithi yokukhipha kangaka?
I-Negative Prompt ku-AI isiza ukunciphisa isikhala sokukhipha, okwenza imiphumela ibe nembambe futhi ihambisane. Esikhundleni sokuvumela imodeli ukuthi iqagele kabanzi, uyiqondisa kude nezinkinga zokufiphala, ukuxinana, ukuphindaphinda, noma ithoni ezivame ukuvela ngokuzenzakalelayo. Lokho kuvame ukuholela ekuhlanzeni okuncane, ukuzama kabusha okumbalwa, kanye nemiphumela enamandla ekudluleni okumbalwa.
Kufanele ngisebenzise nini izikhuthazo ezingezinhle ekudalweni kwesithombe se-AI?
Zisebenzise lapho imodeli ivame ukuphinda amaphutha afana neminwe eyengeziwe, ubuso obuphambene, ukuthungwa okunodaka, umbhalo ongahleliwe, noma izizinda ezigcwele. Ziwusizo kakhulu ezithombeni, ezithombeni zomkhiqizo, nasezigcawini ezinesitayela lapho kulula ukubona khona amaphutha ekhwalithi. Indlela enamandla kakhulu ukuqondisa izinkinga ezibonakalayo ezingenzeka kakhulu.
Ingabe iziphakamiso ezimbi zingasiza ukubhala i-AI kuzwakale kungajwayelekile noma kungaphindaphindi?
Yebo, lesi sihloko sikwenza kucace ukuthi iziphakamiso ezimbi ziwusizo embhalweni kanye nasezithombeni. Ekubhaleni imisebenzi, zinganciphisa amagama aphindaphindwayo, ukugcwalisa, ulimi olusetshenziswa kakhulu, ukuphindaphinda, kanye nolimi olugqamile. Lokho kuzenza zibe usizo ngezwi lomkhiqizo, izimpendulo zokusekela, izingeniso zebhulogi, nokunye okuqukethwe lapho ithoni nokufunda kubalulekile khona.
Ngingayibhala kanjani i-Negative Prompt enhle ku-AI ngaphandle kokuyenza ibe nzima kakhulu?
Qala ngomphumela owufunayo, bese ukhomba izinto ezimbalwa ezingase zihambe kabi. Guqula lezo zingozi zibe yizinto ezimfushane neziqondile ezifana nokuthi “akukho ukufiphala,” “akukho ukusonta,” noma “akukho zinto ezengeziwe” esikhundleni semiyalelo engacacile efana nokuthi “yenza kube ngcono.” I-Negative Prompt enhle ku-AI ihlala ifaneleka, iqondiswe, futhi ithambekele ngokwanele ukuze ihlale icacile.
Yimaphi amaphutha avame kakhulu abantu abawenzayo ngezizathu ezimbi?
Amaphutha amakhulu kakhulu ukungacaci kahle, ukuphikisana nesisho esiyinhloko, ukufaka amagama angukhiye amaningi kakhulu, nokulindela ukuthi amaphutha azosindisa umqondo obuthakathaka. Enye inkinga evamile ukuzama ukulawula yonke imininingwane, okungenza umphumela uzwakale uyisicaba noma ungcolile. Lesi sihloko siphinde sixwayise ngokuthi amamodeli ahlukene angase ahumushe amagama afanayo ngendlela ehluke kakhulu.
Kungani i-negative prompt efanayo isebenza kahle kwelinye ithuluzi le-AI futhi ingasebenzi kahle kwelinye?
Ngoba izimpendulo ezimbi ziyingxenye yesistimu yokufundisa ebanzi yemodeli, hhayi ukushintsha komlingo okujwayelekile. Amanye amathuluzi aphendula ngokuqinile emagameni anjengokuthi “ikhwalithi ephansi” noma “izandla ezimbi,” kanti amanye awasabeli kahle. Iphuzu lesihloko liyasebenza: hlola imodeli oyisebenzisayo esikhundleni sokucabanga ukuthi amagama afanayo azodlula kahle yonke indawo.
Ingabe kufanele ngikopishe uhlu olukhulu lwezixwayiso ezingezinhle ezivela kwabanye abantu?
Ngokuvamile akuyona indawo engcono kakhulu yokuqala leyo. Uhlu olukopishwe isikhathi eside lungadida imodeli, lunciphise ubuhlakani, lunciphise imininingwane, noma luveze ukuphikisana ongakubonanga. Indlela ethembeke kakhulu ukuqala ngohlu olufushane oluxhunywe kumaphuzu akho athile okwehluleka, bese ulungisa ngokusekelwe kulokho imodeli eqhubeka iphambuka.
Kunini lapho kungcono khona ukuthuthukisa isikhuthazo esiyinhloko esikhundleni sokwengeza ezinye izinto ezimbi?
Uma isicelo sakho sesivele sinomkhawulo, umphumela uzwakala ungenampilo, noma uhlu lwakho olubi lude kunesicelo ngokwaso, isicelo esiyinhloko cishe sidinga ukusebenza kuqala. Izicelo ezingalungile zilungisa isiqondiso esihle, kodwa azisithathi indawo yaso. Lesi sihloko sincoma ukucacisa isihloko, isitayela, ithoni, kanye nefomethi ngaphambi kokufaka okunye okungafakiwe.
Iyini indlela elula yokuhlola i-Negative Prompt ku-AI kumaphrojekthi wangempela?
Qala ngesisho esiyinhloko esicacile esichaza isihloko, isitayela, ithoni, noma isakhiwo. Engeza izinto ezimbalwa ezingalungile eziqondiwe ngokusekelwe emaphutheni angaba khona, bese uhlola futhi uhlole ukuthi yini eqhubekayo. Ukusuka lapho, lungisa izinto ezithile ezingafakwanga esikhundleni sokulahla amagama angukhiye engeziwe. Leyo nqubo yesinyathelo ngesinyathelo ivezwa njengendlela ewusizo kakhulu yokuthuthukisa imiphumela njalo.
Izinkomba
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I-Google Cloud - Isaziso Esibi ku-AI - docs.cloud.google.com
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Onjiniyela be-OpenAI - Izinhlelo zokukhiqiza umbhalo - developers.openai.com
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I-Microsoft Learn - Isiqondiso sobunjiniyela esisheshayo se-LLM - learn.microsoft.com
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Ubuso Obugonene - negative_prompt_embeds - huggingface.co