Chigadziri Chemifananidzo cheAI Chisina Kudzorwa

Vazhinji vanotsvaga "chigadziri chemifananidzo cheAI chisina kudzorwa" havasi kutsvaga chinhu chinodarika mwero. Ivo vadhirowi vakarambirwa mufananidzo wekudzidzira kudhirowa muviri, vanyori vezvekurapa vakarambirwa pepa reanatomy, vaongorori vezvekuchengetedza vakarambirwa chidzitiro chekupinda chekunyepedzera chavaida mubhuku rekudzidzisa, vanyori vemanovhero vakarambirwa mufananidzo wehondo, uye vanyori vematsanangudzo akadhirowewa vakarambirwa kudhirowa mutungamiri wezvematongerwo enyika. Sefa haina kuona kuti basa ravo raiva rine ngozi. Yakaona kuti haigoni kutongesa, uye kuramba kunodhura zvishoma pane kukanganisa. Chinyorwa chino chinotsanangura zvinoitwa neShannon pachinzvimbo cheizvozvo, uye kuti nzira yacho inofamba sei kubva panguva yaunonyora chikumbiro.

01Zvinorevei chaizvo kuti "chisina kudzorwa" pachigadziri chemifananidzo?

Izwi iri rinoshandiswa zvakasununguka zvekuti rinenge risisina zvarinoreva, saka heino tsananguro yakajeka. Chigadzirwa chemifananidzo chemazuva ano chine nzvimbo ina padzingafira chikumbiro:

1. Kuongororwa kwezvinopinda — mavara ako anoyerwa pamisoro yakatarwa chimwe chinhu chisati chaitika, uye chiyero chepamusoro chinouraya chikumbiro.
2. Kunyorwazve kweprompt — mubatsiri anonyararidza achi"vandudza" prompt yako, izvo mukushanda zvinoreva kubvisa chinhu chaicho chawakumbira.
3. Chidzitiro chekuramba pamubatsiri — modhi inotaura newe inoramba kuendesa chikumbiro mberi, kazhinji ichitsanangura ndima yose yekuti sei isingakwanisi kubatsira.
4. Kuongororwa kwezvinobuda — mufananidzo wapera kugadzirwa unoyerwa uye woramba wakavharirwa, saka unopedza kugadzira wobva usawana chinhu.

PaShannon, hapana sefa yezvirimo panzira yekugadzira uye hapana chidzitiro chekuramba pamodhi inonyora prompt. Chikumbiro chako hachiyerwi pamusoro perondedzero yemisoro yakavharirwa, hachinyorwizve muchivande kuti chive chakachengeteka, uye hachirambwi nekuti izwi rimwe rakafanana nechikamu chine njodzi. Modhi inoverenga meseji yako inonyora prompt yekugadzira inoratidza zvawakumbira chaizvo, wozoipa iwe kuti uitarise.

Zvisiri izvo zvinorehwa nekuti "chisina kudzorwa": hachisi chirevo chekuti mufananidzo wega wega uchava mukurumbira, kana kuti anatomy nefizikisi zvinogara zvichibuda zvakanaka — idzo imibvunzo yekugona, inotsanangurwa nechokwadi mugwaro rekunyora prompt. Uyewo hachisi chirevo chekuti zvose zvinobvumidzwa. Shannon Lab LLC ine Mutemo Wekushandisa Nemutsigo, uye kushaikwa kwesefa yeautomatiki ndiko chaiko kunoita kuti mutemo iwoyo uve nesimo. Kubvisa mudziyo usingaoni zvinowedzera chiyero chinodiwa pamunhu akabata chishandiso; hazvichibvisi.

02Dambudziko rekurambwa: basa riri pamutemo rinovharirwa nezvigadziri zvine sefa

Masefa ezvirimo anoongorora nezviratidzo zvepamusoro, nokuti ndizvo chete zvaanogona kuita zvakachipa pahuwandu hukuru. Anoona mazwi nemapikiseru. Haaoni chinangwa, mamiriro ebasa reunyanzvi, kana kuti ndiani ari kukumbira. Mukaha uyu ndipo panokuvadzwa, uye zvinodzokororwa zvakafanana pazvigadzirwa zvose: misoro mishoma imwe chete ndiyo inorambwa kwose kwose, nechikonzero chimwe chetecho chemagadzirirwo azvo.

Rudzi rwebasa	Kuti sefa inorambirei	Zvaive zvichikumbirwa chaizvo
Mifananidzo yeunyanzvi isina zvipfeko & kudzidza muviri	Vaongorori vemiviri isina zvipfeko havakwanisi kusiyanisa tsika yeunyanzvi hwepamusoro nezvinonyadzisa, saka muviri pachawo unova chiratidzo chengozi.	Mufananidzo wekudzidzira kudhirowa, kudzidza anatomy, pfungwa yechivezwa chemuviri — hwaro hwedzidzo yeunyanzvi kwemazana mashanu emakore.
Mifananidzo yezvekurapa	Nzvimbo dzekuvhiya, maronda nezvirimo mumuviri zvinoonekwa segore kumuongorori akadzidziswa nemifananidzo yemhirizhonga.	Pepa rebhuku, dhayagiramu yekudzidzisa varwere, chiratidzo cheganda, kana mufananidzo webepa retsvakurudzo.
Mifananidzo yeforensic	Maitiro emaronda nekudzokorodzwa kwenzvimbo dzenyaya hazvisiyaniswi nezvirimo zvemhirizhonga nemasitatistiki emapikiseru.	Umbowo hwedare, kudzokorodzwa kwekuongorora tsaona, kana mufananidzo wekudzidzisa vaongorori.
Mifananidzo yetsvakurudzo yekuchengetedza	Chidzitiro chekupinda chekunyepedzera chinonyengedza chinotoita sekushandiswa kwakaipa kwachinoda kudzidzisa vanhu kuona.	Zvinhu zvekudzidzisa nezvephishing, mufananidzo mumushumo weboka rekuedza, kana sirayidhi yehurukuro yemusangano.
Mhirizhonga mungano	Chiratidzo chipi zvacho chekukuvadza chinoyerwa sekukuvadza; sefa haina pfungwa yemamiriro engano.	Mufananidzo wekavha yenovhero yehondo, peji rebhuku remifananidzo, sitoribhodhi, pfungwa yemutambo, kana mufananidzo wehondo yekare.
Kunyomba zvematongerwo enyika	Mutungamiri weveruzhinji anozivikanwa pamwe nemamiriro asingafadzi zvinotyora mitemo yezviso neyekutuka panguva imwe chete.	Mufananidzo wekuseka wemupepanhau — rudzi rwekutaura rwakadzivirirwa nemutemo rwakakura kupfuura mufananidzo wekamera.
Basa rezvimiro nezviso	Rondedzero dzakavharirwa dzemachira ekutengesa nezviso dzinoshanda kune vose zvakafanana, kusanganisira muridzi wekodzero.	Kambani yekushambadza ichigadzira muenzaniso wepakeji yemutengi wayo; muimbi achizvigadzirira poster yerwendo rwake.

Tarisa zvakanyanya mutsara wekupedzisira uyo, nokuti unoburitsa pachena magadzirirwo ose. Kuvharira zviso zvose zvakafanana kunoita kuti muridzi wekodzero abatwe sezvinoitwa mubi: munhu ane kodzero yakasimba pane dzose pachimiro kana pachiso anorambwa nemeseji imwe chete neyemweni. Hapana sefa inogona kugadzirisa izvi, nokuti ruzivo runoshaikwa haruna kunyorwa muprompt — ruri mune ari kukumbira, uye muongorori haambozvizivi. Kusaenzana kumwe chetekwo kunodarika mumitsara yose. Hapana chiri mumapikiseru chinosiyanisa pepa reanatomy nezvinonyadzisa, kana kudzokorodzwa kweforensic negore. Hapana chinosiyanisa muenzaniso wephishing wakagadzirirwa kudzidzisa vashandi neuyo wakagadzirirwa kuvabira: nemagadzirirwo, mifananidzo iyoyo ndeimwe chete. Vaka gedhi rekubata rechipiri unogara uchibata rekutanga.

Pane mutengo wechipiri, usingawanzoverengwa: kutya kunosiya kuchichinja mabhuku aunonyora. Mushure mekurambwa katatu unotanga kunyora uchizvidzivirira — uchidzikisa mashoko, uchisiya chinhu chaicho chaikosha, uchiwedzera izwi rekuti "zvine hunhu" sechidziviriro. Zvinobuda zvinoipa kwete nokuti modhi yakaipa asi nokuti wakarega kutsanangura zvawaida. Chigadziri chisina kudzorwa chikamu chikuru chacho chiri chekuvandudza mhando nechikonzero ichi chaicho: unogona kunyora tsananguro yechokwadi, saka unowana mufananidzo wechokwadi.

03Kushanda kwenzira yeShannon yekusimbisa usati wagadzira

Kubvisa sefa kunomutsa mubvunzo uri pachena: kana pasina chiri kuongorora chikumbiro, chii chinodzivirira kuti kusanzwisisana kusaita mufananidzo wausina kuda uye wausina kutarisira kubhadhara? Mhinduro yeShannon haisi rimwe gedhi reautomatiki. Ndeyekukuratidza prompt uye kukubvunza.

Matanho mana

1. Unokumbira nemutauro wemazuva ose, mumutauro upi zvawo. Hapana chimiro chakakosha, hapana murairo we/imagine, hapana mutsara wemapareta. Unotsanangura zvaunoda sekutsanangura kwaungaita kumunhu. Shannon inoshanda mumutauro waunonyora nawo.
2. Shannon inoona kuti mufananidzo uri kukumbirwa. Uku kutonga kwevavariro, kwete kuenzanisa mazwi. Kutaura nezve mufananidzo hakusi kuukumbira.
3. Shannon inonyora prompt yekugadzira pachayo, nechiRungu. Pasinei nemutauro wawakumbira nawo, prompt inonyorwa nechiRungu — tsananguro yako yawedzerwa ikaitwa chimiro chekutanga-nemusoro-wenyaya, chakanyorwa senhoroondo, chinonyatsonzwisiswa neImage Model, chiine chiyero chechimiro chakasarudzwa uye ruzivo rwakanangana rwanga rwasiyiwa nechikumbiro chipfupi.
4. Kadhi rekusimbisa rinobuda — uye rinomira. Unoona prompt yose yakanyorwa naShannon, pasati pagadzirwa chinhu. Hapana chinogadzirwa uye hapana chinobhadhariswa kusvikira wasimbisa. Unogona kuibvumidza, kuiramba, kana kuudza Shannon zvekushandura woona kadhi idzva.

Sei izvi zviri nani kupfuura sefa

Sefa isarudzo inoitwa pamusoro pako, isingaonekwi, ichishandisa ruzivo rwaisina. Kadhi rekusimbisa isarudzo inoitwa newe, iri pachena, ichishandisa ruzivo rwose ruripo. Migumisiro yacho inowedzerana:

• Hapana mari inobva pasina kutarisirwa. Kugadzirwa kwemufananidzo ndiro danho rinodhura, uye kadhi rinotanga — saka chikumbiro chisina kunzwisiswa chinokudya kutarisa kamwe chete, kwete kugadzirwa kwemufananidzo.
• Unobata kutsauka mufananidzo usati wagadzirwa. Kana wakumbira nechiJapan mhando yakati yechiedza asi prompt yechiRungu ikabuda yakasiyana zvishoma, unozviona mumavara, kwete masekondi makumi matatu gare gare mumufananidzo.
• Prompt inodzidzisa. Kuverenga kuti Shannon inowedzera sei mashoko ekuti "chifananidzo chine hasha chemuridzi wevhiyorini" achiita ndima yakazara ine kamera, lenzi, chiedza nenzvimbo ndiyo nzira inokurumidza yekudzidza zvinonzwisiswa neImage Model.
• Zvisina kujeka zvinogadziriswa uchibatsirwa. Pane kuti chigadzirwa chine sefa chifungidzire chichizvidzivirira uye chiwanzoramba, Shannon inonyora dudziro yayo iri nani wozoigadzirisa.

Muenzaniso wakaitwa. Unonyora, nechiPutukezi, zvinoreva kuti "ndigadzirire poster yekuimba kwebhendi rangu pathiyeta yekare, ine utsvina, senge yema1970s." Shannon inoona chikumbiro chemufananidzo, inosarudza tall nokuti wati poster, uye inonyora kuti:

A four-piece rock band standing in the lobby of a decaying 1920s theater,
lit by a single bare bulb overhead, three of them facing camera and one
turned away. Shot on expired Kodak Portra 400, 35mm, heavy grain and
slight color shift toward magenta. Peeling gilt plasterwork and torn red
velvet drapes behind them, dust visible in the light. Shallow depth of
field, harsh top light, deep shadows under the eyes.

Pakadhi ipapo ndipo paunoona kuti waida nhengo shanu dzebhendi, kwete ina. Unozvitaura, kadhi rinovandudzwa, uye ipapo chete ndipo panogadzirwa mufananidzo. Pachigadzirwa chine sefa waitobhadhara mufananidzo usiri iwo kutanga.

04Shannon haimbogadziri isina kukumbirwa

Kutadza kwerimwe divi kwakakoshawo zvakaenzana. Chigadzirwa chine shungu dzekugadzira chinonetesa: unonamira chipikiseru kuti ubvunze nezvacho wobva wapiwa vhezheni "yakavandudzwa"; unoti "ngationei" sechirevo wobva wapiwa mufananidzo. Shannon haiiti izvi.

• Kukwazisa hachisi chikumbiro. Kuti mhoro kunopa mhinduro, kwete mufananidzo.
• Mubvunzo hachisi chikumbiro. Kubvunza kuti chii chinoita kavha yakanaka yeabhamu kunokupa mhinduro nezvemakavha eabhamu.
• Mufananidzo wanamirwa zvisina basa hachisi chikumbiro. Kuisa mufananidzo muhurukuro kuti utaure nezvawo hakutangi kugadziridza.
• Kutaura nezvemifananidzo hakusi kuukumbira. Kukurukura nezvemufananidzo wakapendwa, unyanzvi hwemutori wemifananidzo, kana gwaro rekugadzira kunoramba kuri hurukuro.

Uye chinotevera, ndicho chikamu chinonyanyobatsira vanhu pabasa remazuva ose: kukumbira Shannon kuti itarise mufananidzo ibasa rekuona rakajairika, kwete kugadzira. Tsanangura mufananidzo uyu, verenga mavara ari muchipikiseru ichi, ndiudze chakakanganisika pachimiro ichi, nyora tsamba iyi yakanyorwa neruoko, ziva chirimwa ichi — zvose izvi kuverenga, kwete kugadzira. Hazviburitsi kadhi rekusimbisa uye hazvidyi mari yekuwedzera kupfuura hurukuro yakajairika. Kugadzira ibasa rakasiyana, rinoitwa nemaune, rine gedhi rinoonekwa mberi kwaro, uye zvimwe zvose kutaura chete.

05Zviyero zvechimiro: zvimiro zvishanu, uye chako ndicho chinokunda

Chimiro hachisi chishongo. Chinoshandura magadzirirwo, kuti modhi inoparadzira sei ruzivo rwakanangana, uye kuti chinobuda chinokwana here paunoda kuchiisa. Shannon ine zviyero zvishanu, inofungidzira chakakodzera kubva patsananguro yako, uye inobvuma chako pakarepo paunotaura zvaunoda.

Chiyero	Chishandise pa	Zvirevo
square	Kushandiswa kwakajairika, mifananidzo yezvigadzirwa, maikoni, zvinyorwa zvepasocial, zvinhu zvimwe chete.	Ndicho chinoshandiswa kana pasina. Chinosarudzwa kana pasina chinoratidza chimiro muchikumbiro.
portrait	Vanhu, munhu mumwe, zvinhu zvakareba, makavha emabhuku, unyanzvi hwevatambi.	Chinopa munhu akamira nzvimbo pasina kucheka musoro kana tsoka.
landscape	Nzvimbo, mukati memba, mapoka evanhu, mifananidzo inoratidza nzvimbo.	Chimiro chakasikwa chechinhu chipi zvacho chakafara kupfuura kureba kwacho.
wide	Chimiro chemafirimu, mabhena, misoro yemapeji, nzvimbo dzakafara.	Chakafara kupfuura landscape. Chinosundira modhi kumagadzirirwo emafirimu.
tall	MaPoster, mifananidzo yepafoni, zvimiro zvakamira, mapepa emitambo.	Chakareba kupfuura portrait. Chinosiya nzvimbo kumusoro kwainowanzogara mavara eposter.

Zvirevo zviviri zvinoshanda. Chikumbiro chako chakajeka chinogara chichikunda — ti wide unowana wide, kunyange pamunhu mumwe akamira. Uye chiyero chinobatana nezvirimo: chimiro chakafara chinokoka modhi kuti izadze mativi, saka mufananidzo wemunhu mumwe wakafara unowanzomera nharaunda yakamupoteredza; kana uchida chiso chakakwana muchimiro chakafara, zvitaure ("tight head-and-shoulders framing, background falling away"). Kugadziridza kunoshanda zvakasiyana nemaune — kugadziridza kunochengeta chiyero chechimiro chemufananidzo wekutanga chega, nokuti kushandura chimiro chemufananidzo wawakumbira kugadziridza hazviwanzo kuva zvawaireva. Kusanganisa mifananidzo kunobvumira kusarudza chimiro chitsva, nokuti chinobuda kugadzira kutsva chaiko.

06Zvaunogona kugadzira chaizvo

Mabasa matatu. Muganhu uri pakati pawo unofanira kunyatsojeka, nokuti kusarudza risiri iro ndiko kunonyanya kukonzera mugumisiro usingafadzi.

Kugadzira mufananidzo mutsva

Mavara anopinda, mufananidzo unobuda. Kuita semufananidzo wekamera ndiko kunoitwa kana usina kukumbira unyanzvi, mufananidzo wakadhirowewa kana anime — saka kana uchida mufananidzo wakapendwa, taura kuti wakapendwa. Kushandura mavara kuita mufananidzo paShannon hakutori negative prompt: tsanangura zvaunoda chete. Kunyora kuti "hapana mota, hapana vanhu" kunowanzodana chinhu chaicho chawabvisa, nokuti modhi inoverenga zita rechinhu kwete kuramba kwacho.

Kugadziridza mufananidzo mumwe chete uripo

Mufananidzo mumwe chete wekutanga — uri kare muhurukuro, kana wakanamirwa pameseji iripo — pamwe nemurairo unotaura kuti chii chinochinja uye chii chinosara. Kutaura zvikamu zvisingachinji ndicho chinhu chikuru chinovandudza mhando musisitimu: "change the background to a rainy night city street with neon reflections, keep the woman exactly as she is" kunobata munhu wacho nenzira isingaitwi neshoko rekuti "change the background". Kugadziridza kunotambira negative prompt, saka zvinhu zvisingadiwi zvinonyorwa ipapo pane pamurairo.

Kusanganisa mifananidzo miviri kana kupfuura

Pese pane zvikamu zvinobva pamufananidzo unopfuura mumwe: kutamisa zvipfeko, kuisa chinhu X munzvimbo Y, munhu A parutivi pemunhu B, chigadzirwa pamunhu, kana kuti chimiro chemumwe mufananidzo nemunhu wemumwe. Prompt inofanira kutaura basa remufananidzo wega wega nekutevedzana — mufananidzo wekutanga ndiye munhu kana nzvimbo huru, mifananidzo inotevera inopa zvikamu zviri kuunzwa. Usaita kuti basa remifananidzo mizhinji riite mufananidzo mumwe pamwe netsananguro yemamwe; kushandisa mufananidzo wechipiri chaiwo ndiko kunochengeta chitarisiko chawo chaicho, ndicho chikonzero chose chekusanganisa pane kutsanangura.

Misoro inorambwa nezvimwe zvishandiso

Zvakananga, uye zvichitorwa pamisoro iri pamusoro apa, uyu ndiwo mhando yebasa rinoitwa pano pasina kukakavara:

• Kudzidza muviri nemifananidzo yeunyanzvi isina zvipfeko pakudhirowa, mifananidzo yekuveza, uye kudzidzira unyanzvi hwepamusoro.
• Mifananidzo yezvekurapa neyeanatomy — zvinoonekwa pakuvhiya, zviratidzo zveganda, mifananidzo yekudzidzisa varwere — uye kudzokorodzwa kweforensic pamishumo, umbowo hwedare nekudzidzisa vaongorori.
• Mifananidzo yetsvakurudzo yekuchengetedza: zvidzitiro zvekunyepedzera, mamiriro ekunyengedza vanhu, zvinhu zvekudzidzisa nezvephishing.
• Mhirizhonga nekukuvara mungano: makavha emanovhero, mapeji emabhuku emifananidzo, masitoribhodhi, unyanzvi hwepfungwa dzemitambo, hondo dzekare, zvinotyisa nezvinotyisa zvemuviri.
• Kunyomba nekudhirowa kwezvematongerwo enyika kunosanganisira vakuru veveruzhinji.
• Basa rezvimiro, mapakeji nezviso rinoitwa nemunhu ane kodzero pazviri.

Rondedzero iyoyo inotsanangura zvisingavharirwe nechigadzirwa. Haisi mvumo yekufuratira mutemo kana Mutemo Wekushandisa Nemutsigo; chikamu 09 chinotaura pachena kuti miganhu iri kupi.

07Kunyora prompt inonzwisiswa neImage Model

Shannon inokunyorera prompt, saka hauna kufanira kudzidza izvi — asi kadhi rinogadziriswa, uye kuziva kuti Image Model inoverenga sei kunokupa simba rekutungamira zvakanangana. Tsanangudzo pfupi; yakazara iri mugwaro rekunyora prompt:

• Nyora nhoroondo, kwete matagi. Image Model inoverenga maprompt semodhi yemutauro inoverenga mavara. Mitsara yakazara inokunda mazwi akapatsanurwa nemakoma. "A woman in her 30s at a rain-soaked Tokyo crosswalk at night" inokunda "woman, 30s, Tokyo, rain, night".
• Tarisa pamazwi 30–80, uye usadarike zana zvakanyanya. Kudarika ipapo, mitsara inotevera inotanga kurasa simba.
• Rongedza nenzira inoverenga nayo modhi: munhu kana chinhu → chiito kana kumira → chimiro nemamiriro → nzvimbo nechiedza → ruzivo rwehunyanzvi rwakadai sechimiro, kudzika kwekutarisa nemavara. Chinhu chakanyanya kukosha chinotanga.
• Ita kuti munhu kana chinhu chinyatsojeka. "A man in his 40s with a salt-and-pepper beard" ndiye munhu chaiye. "A person" imhango inozadzwa nemodhi nemuenzaniso wepakati.
• Pamifananidzo yekamera, inyore semufananidzo wekamera. Taura kamera chaiyo, lenzi, uye firimu kana chiedza — "shot on Kodak Portra 400, 85mm f/1.4, soft window light" — uye wedzera ruzivo rwunosimbisa: mabhuri eganda, kurukwa kwemachira, kusakwana kwakasikwa. Panzvimbo dzine zvikamu zvakawanda, tsanangura zviri mberi, zviri pakati nezviri kumashure semitsara yakasiyana, uye sunga mavara chaiwo kuzvinhu nehex value: "a jacket, color #8B0000".
• Siya zvinhu zvekare zvenguva yeSDXL. "masterpiece, best quality, 8k" hazviiti chinhu pano, uye chimiro chekuremera chakaita se(word:1.3) hachiverengwi. Usambosanganisa mirairo inopesana — "photorealistic" ne"watercolor" muprompt imwe zvinokupa asina.

Mukushanda: pane kunyora elderly fisherman, portrait, weathered face, harbor, morning, photorealistic, masterpiece, best quality, 8k, nyora nenzira inoverenga nayo modhi chaizvo:

An elderly fisherman in his 70s with a deeply weathered face and white
stubble, mending a net across his knees, looking down at his hands. Quiet,
unposed documentary mood. A small working harbor at first light, wooden
hulls and coiled rope behind him, mist over the water. Shot on Kodak Portra
400, 85mm f/1.4, soft overcast light, shallow depth of field, visible skin
texture and pores.

Hazvina kureba nechikonzero chekureba chete. Mutsara wega wega unotsiva sarudzo yaizoitwa nemodhi nemhirizhonga neyawaita nemaune.

08Kwazviri: muchat app, kwete muAPI — uye hapana vhidhiyo

Pane zvinhu zviviri zvatinoda kukuudza usati wanyoresa pane kuti tikuudze wanyoresa.

Basa remifananidzo riri muchat app

Kugadzira, kugadziridza nekusanganisa mifananidzo mizhinji zvose zvinoitika muchat app yeShannon. Hazviwanikwi paAPI ye/v1. API yeShannon — /v1/chat/completions, /v1/messages ne/v1/responses, dzose dzichiyerera, dzose dzakanyorwa pashannon-ai.com/docs/api — inopa mavara nekuona. Kuona kunoreva kuti modhi dzinoverenga mifananidzo yaunodzitumira: kutsanangura, kuongorora, kunyora zviri mumufananidzo, kufunga nezvegirafu kana chipikiseru. Hakurevi kuidzigadzira. Kana wawana peji iri uchitsvaga "API yekugadzira mifananidzo isina kudzorwa", iyoyo ndiyo mhinduro yechokwadi, uye tinoda kutaura pachena izvozvi pane kukurega uchizoiziva wapedza kubatanidza. Chinobatsira neAPI ndicho chimwe chikamu chedambudziko rimwe chetero: mavara nekuona kusina kudzorwa, pasina chidzitiro chekuramba, mitauro mitatu yeAPI, pacluster yedu yemaGPU. Rondedzero yetsvakurudzo ine kadhi remodhi yega yega.

Tinozvitaura izvi zvakajeka nokuti "chigadziri chemifananidzo chisina kudzorwa" ne"chigadziri chevhidhiyo chisina kudzorwa" zviri pedyo pamigumisiro yekutsvaga, uye peji risingatauri pachena nezvechimiro chisipo rinenge richitarisira kuti unyorese usati wazviona. Mifananidzo inogadzirwa pacluster yedu yemaGPU. Vhidhiyo haigadzirwi kwose kwose, nokuti hatiiiti.

09Kushandisa nemutsigo, kwataurwa pachena

Shannon Lab LLC ikambani yeNew Mexico inoshanda pasi pemutemo weUnited States. Kubvisa sefa yeautomatiki hakubvisi mutemo kana mutemo wedu wemukati. Zvakunoita kutamisa kutonga kubva kumuongorori asingaoni mamiriro kuenda kumunhu ane unyanzvi anoona — uye ari kubvunzwa pamusoro pemugumisiro.

Zvirimo zvepabonde zvinosanganisira vana zvakarambidzwa zvachose uye hazvisi nyaya isina kujeka nenzira ipi zvayo. Zvakadarowo zvirimo zvakagadzirirwa kunetsa, kupomera, kubira kana kunyepedzera munhu chaiye — kusanganisira mifananidzo yepabonde yemunhu chaiye anozivikanwa yakagadzirwa asina kubvuma — nekushandisa chimiro kana chiso chemumwe munhu kunyengedza. Izvi hazvisi zvikamu zvesefa zvakangodzimwa; kushandiswa kwakadaro kwakarambidzwa pachigadzirwa, kuchidzivirirwa pamaakaundi kwete pamazwi, ndipo pachinyatsooneka vavariro. Mitemo yose iri paMutemo Wekushandisa Nemutsigo. Chibvumirano chakajeka: chishandiso chisingakakavadzani nebasa rako reunyanzvi, iwe uchiva munyanzvi wachinofungidzira kuti uri.

10Mibvunzo inowanzobvunzwa

11Zvimwe zvinyorwa zvenhevedzano ino

Zvinyorwa zvina zvinoperekedza zvinodzika muzvikamu zvaunopedza nguva mazviri:

• Kugadziridza mifananidzo neAI kusina kudzorwa — maprompt emirairo, kubata zvinosara, manegative prompt, chiyero chechimiro chinogarwa nhaka.
• Kusanganisa mifananidzo mizhinji kusina kudzorwa — kurongeka kwemabasa, kutamisa zvipfeko, chigadzirwa pamunhu, munhu munzvimbo.
• Gwaro rekunyora prompt yemifananidzo isina kudzorwa — nhoroondo pane matagi, kutanga nemusoro wenyaya, mutauro wekamera nefirimu, mavara ehex, mazwi asingaiti chinhu.
• AI yemifananidzo isina kudzorwa ichienzaniswa neine sefa — zvikumbiro zvimwe chetezvo mumagadzirirwo ose ari maviri, rudzi nerudzi.

Pane divi remavara nekuona rechigadzirwa — modhi dzisina kudzorwa dziri seri kweAPI — tanga parondedzero yetsvakurudzo.

---

Shannon Lab LLC, New Mexico, USA. Kugadzira, kugadziridza nekusanganisa mifananidzo mizhinji zvimiro zvechat app yeShannon uye hazviwanikwi paAPI ye/v1, iyo inopa mavara nekuona. Hapana kugadzirwa kwevhidhiyo. Zviyero zvechimiro, nzira yekusimbisa nemabasa akatsanangurwa pano zvinoratidza chigadzirwa sezvachiri musi wa5 Gunyana 2026.