Chitsogozo cha ma Prompt a Zithunzi za AI

Anthu ambiri amabwera ndi zizolowezi za ma prompt zophunziridwa pa SDXL: mzere wa maina olekanitsidwa ndi makoma, mawu oyambirira a mtundu wabwino, kulemera kochepa mkati mwa mabulaketi, ndi prompt yoletsa yaitali ngati yabwino. Zizolowezi zimenezo zinali zoyenera pa mitundu imeneyo ndipo pano ndi zosathandiza. Uwu ndi mtundu waufupi wa chimene chimagwira ntchito kwenikweni — ndipo chifukwa chakuti Shannon imakulemberani prompt yopangira ndi kuisonyeza chisanapangidwe chilichonse, ndi chitsogozo chofananacho cha kuwerenga ndi kukonza chimene Shannon yapereka.

01Chifukwa chomwe malemba oyenda amaposa ma tagi: mtundu umawerenga ngati mtundu wa chinenero

Mitundu yakale ya diffusion imene malangizo ambiri a ma prompt analembedwera inkagwiritsa ntchito wolemba malemba amene, zenizeni zake, ankachita ngati thumba la malingaliro: kalembedwe ka chiganizo sikankafunika kwenikweni, ndipo njira yopambana inali kuunjika maina oyenerera ndi kuwapatsa kulemera. Msuzi wa ma tagi unali mawonekedwe oyenera a prompt kwa wolemba malemba ameneyo.

Mtundu wa Zithunzi wa Shannon sugwira ntchito choncho. Umawerenga prompt mmene mtundu wa chinenero umawerengera malemba, kotero kalembedwe kamanyamula tanthauzo. "Atagwira ambulera pa phewa lake" ndi ubale pakati pa munthu, chinthu ndi mbali ya thupi; "ambulera, phewa" ndi zinthu ziwiri zomwe zangokhala pomwepo. Mawu a malo amaika zinthu. Mawu a zochita amapanga kaimidwe. Ziganizo zazing'ono zimamangirira tsatanetsatane ku dzina loyenera m'malo mwa kulola kuti liziyandama pa chithunzi chonse.

Nachi chithunzi chomwecho chopemphedwa m'njira ziwiri.

woman, 30s, tokyo, rain, night, crosswalk, neon signs, umbrella,
wet asphalt, reflections, masterpiece, best quality, 8k, ultra
detailed, (bokeh:1.3), cinematic lighting, photorealistic

A woman in her early thirties waits at a rain-soaked Tokyo
crosswalk at night, holding a clear vinyl umbrella against her
shoulder and glancing down the street. Neon storefront signs
bleed red and cyan into the wet asphalt at her feet. Shot on
Kodak Portra 400, 85mm f/1.4, shallow depth of field, the
traffic signal behind her thrown out of focus.

Onani chimene mtundu wa ma tagi sungathe kufotokoza. Suunena konse kuti ambulera ndi yogwiridwa, kotero ingathe kutha ili pansi. Suunena konse kuti nyali za neon zikuwonekera mu phula, umangonena kuti zonse zilipo, kotero mumapeza zizindikiro ndi msewu wonyowa popanda ubale wa kuwala pakati pawo. Suunena konse kumene mkaziyo akuyang'ana, kotero kaimidwe kake ndi mwayi chabe. "Cinematic lighting" ndi chizindikiro cha mkhalidwe, osati gwero la kuwala. Ndipo ma tokeni asanu omaliza ndi phokoso, owerengedwa ngati mawu a Chingerezi okhudza kujambula m'malo mwa zolamulira.

Mtundu wa malemba oyenda si wautali chifukwa ndi wokongoletsa. Ndi wautali chifukwa umayankha mafunso amene mtundu wa ma tagi unasiya wotseguka. Umenewo ndi ukadaulo wonse.

02Kodi prompt ya chithunzi iyenera kukhala yaitali bwanji?

Yesetsani mawu 30 mpaka 80. Musapitirire kwambiri 100. Ichi ndi chinthu chosavuta kwambiri chokweza mtundu chimene muli nacho, ndipo mbali zonse ziwiri za mlingowu ndi zofunika.

Pansi pa mawu pafupifupi 30 kaikidwe, kuunika ndi mawonekedwe sizinatchulidwe, kotero mtundu umasankha chimene ndi chodziwika kwambiri pa ziwerengero. "Mkazi mu shopu ya khofi" ndi prompt yovomerezeka imene imapanga chithunzi choiwalika, chifukwa munapereka chisankho chilichonse chosangalatsa.

Pamwamba pa mawu pafupifupi 100 kulephera kwina kumaonekera: ziganizo zomaliza zimapikisana ndi zoyambirira pa madera omwewo a chithunzi, ndipo m'malo mwa kuunjika tsatanetsatane mumapeza kuchepetsedwa. Kufotokoza kwachitatu kwa kuunika kumawononga koyamba, ndipo mutu umene munaukhazikitsa mu mawu asanu ndi atatu oyamba umapeza chidwi chochepa ndi chiganizo chilichonse chimene mumawonjezera. Ma prompt aatali amawerengedwa ngati okwanira. Sapangidwa ngati okwanira.

Chilango: lembani prompt imene mukufuna, kenaka ichepetseni mpaka ku ziganizo zimene zikadasintha chithunzi zikachotsedwa.

03Chilango cha dongosolo: chinthu chofunika kwambiri poyamba

Chifukwa chakuti mtundu umawerenga motsatana, malo ndi kutsindika: chimene chimayamba chimamangirira chithunzi, chimene chimatsiriza chimachisintha. Ikani zinthu mu dongosolo limene mtundu umafunikira:

1. Mutu — ndani kapena chiyani chithunzichi chili cha icho, momveka.
2. Chochita kapena kaimidwe — chimene akuchita, mmene wagwiridwira.
3. Kalembedwe kapena mkhalidwe — chithunzi cha kamera, chojambula cha mafuta, chithunzi cha ukadaulo, ndi mtundu wa kalankhulidwe.
4. Malo ndi kuunika — kumene izi zikuchitikira ndi kuwala kotani kukugwera pamenepo.
5. Zaukadaulo — mawonekedwe, magalasi, kuya kwa mbali yoonekera bwino, tsatanetsatane wa mtundu.

Cholakwika chodziwika kwambiri chodzichitira nokha ndi kuyamba ndi chiganizo cha zaukadaulo. Kuyamba ndi "Cinematic wide shot, anamorphic lens flare, teal and orange grade, of a man reading a newspaper" kukuuza mtundu kuti maonekedwe ndiwo mutu ndipo bamboyo ndi tsatanetsatane chabe. Mumapeza chithunzi chokongola, chopanda kanthu, ndi munthu wamng'ono wosaonekera bwino mkati mwake.

Cinematic wide shot, anamorphic lens flare, teal and orange
color grade, shallow depth of field, golden hour, of a man
reading a newspaper on a park bench.

A man in his sixties in a gray wool overcoat sits on a park
bench reading a folded broadsheet newspaper, one ankle crossed
over his knee. Late golden-hour sun rakes across him from the
left through bare plane trees. Photographed wide on a 35mm
anamorphic lens, shallow depth of field, warm highlights and
cool shadows.

Chinthu chilichonse cha mtundu woyamba chikupitirizabe mu wachiwiri; palibe chimene chinachotsedwa. Mtundu tsopano umangodziwa chithunzicho ndi cha chiyani usanauzidwe mmene ungachijambulire — ndipo kusintha dongosolo kokha kumasuntha mutu kuchoka pa wongowonjezera kupita pa wapakati.

04Khalani omveka pa mutu

"Munthu" si mutu, ndi malo osungira — ndipo mtundu umadzaza malo osungira ndi pakati pa zonse zimene waona, ndipo pamenepo ndi pomwe maonekedwe onyezimira, opanda zaka, opanda umunthu amachokera. Kukhala omveka kumawononga mawu asanu ndipo kumagula munthu weniweni:

Onani kamangidwe kake: zaka kapena nthawi, chinthu chimodzi cha mawonekedwe, ndi chinthu chimodzi chosayenera chosiyanitsa. Chinthu chachitatu chimenecho ndi chimene chimapangitsa chotsatira kuoneka ngati chojambulidwa ndi kamera osati chopangidwa. Dzino losweka, mpendero wovala, chizindikiro chopakidwanso utoto — kusalinganika kokha ndi chizindikiro champhamvu kwambiri chotsutsana ndi maonekedwe a pulasitiki, ndipo sikuwononga pafupifupi kanthu mu malire anu a mawu.

05Kufanana ndi chithunzi cha kamera: lembani pempho ngati chithunzi cha kamera

Kufanana ndi chithunzi cha kamera ndi kaikidwe ka mwadongosolo pokhapokha ngati mupempha luso, chithunzi chojambulidwa kapena anime. Koma liwu lakuti "photorealistic" limagwira ntchito yochepa. Chimene chimapanga chithunzi cha kamera ndi kufotokoza kuchita kwa kujambula: kamera yeniyeni, magalasi enieni, ndi mtundu weniweni wa filimu kapena gwero la kuwala.

Chifukwa chake ndi chomveka. Chithunzi chilichonse cholembedwa "Kodak Portra 400" chinapangidwa ndi njira inayake yokhala ndi mtundu wake wa kabalidwe, kachepetsedwe ka kuunika ndi kaonekedwe ka khungu, ndipo kutchula mtundu wa filimu kumaitana zonsezo. "8k ultra detailed" inaonekapo pa masamba a malonda a zithunzi okha, kotero imaitana masamba a malonda a zithunzi. Nazi njira zochepa zodalirika, iliyonse ikupanga chithunzi chosiyana bwino cha mutu womwewo:

Fananitsani kukhazikitsa ndi njirayo — kaonekedwe ka mabowo a khungu sikutanthauza kanthu mu 24mm yotambalala pomwe nkhope ndi ya ma pikiselo makumi asanu ndi atatu — kenaka kuwonjezereni. Tsatanetsatane wokhazikitsa ndi umboni wa kaonekedwe kakang'ono kosonyeza kuti magalasi enieni analemba ichi. Mabowo a khungu ndi tsitsi laling'ono la kunkhope zooneka. Kalukidwe ka malaya a thonje. Fumbi mu mzere wa kuwala. Chizindikiro cha kukwapulidwa pa nsapato ya chikopa. Tsitsi louluka poyerekeza ndi kumbuyo kowala. Zinthu ziwiri kapena zitatu ndi zokwanira, ndipo ndi kusiyana pakati pa kupanga munthu ndi chithunzi cha kamera cha munthu.

06Zithunzi za zosanjikiza: kutsogolo, pakati, kumbuyo

Pamene chithunzi chili ndi kuya, fotokozani mbali zitatu padera ndi mwadongosolo. Iyi ndi njira yothandiza kwambiri pa zithunzi zimene ziyenera kumveka ngati malo osati zinthu za kumbuyo chabe, ndipo pafupifupi palibe amene amachita zimenezi. Popanda izi mumapeza kuyandama: chilichonse chimene prompt imatchula chimafika pafupifupi pa mtunda womwewo, chikupikisana pa lamba wapakati womwewo wa chithunzi. Kutchula mbali kumapatsa mtundu malire a kuya oti uwononge.

In the foreground, a cracked concrete ledge with a half-empty
paper coffee cup and a scattering of cigarette ash, slightly out
of focus. In the midground, a bicycle courier in a yellow rain
jacket wheels her bike across a wet plaza, caught mid-stride. In
the background, a glass office tower dissolves into low fog.
Shot on a 50mm lens at f/2.8, flat overcast light.

Zowonjezera ziwiri. Ikani chinthu kutsogolo chimene ndi chosaonekera bwino mwadala — zithunzi zenizeni za malo akuya pafupifupi nthawi zonse zimakhala ndi chinthu chotere, ndipo kusowa kwake ndi chizindikiro chodziwika. Ndipo nenani mbali imene mutu uli: ngati wonyamula katundu pa njinga ndiye cholinga cha chithunzicho ayenera kukhala pakati, apo ayi nsanja ndi kapu ya khofi zidzamumenyera chithunzicho.

07Mitundu yeniyeni: makodi a hex, omangiriridwa ku zinthu

Pa ntchito ya mtundu wa kampani, kupitiriza kwa zovala, kapena kulikonse kumene "kufiira" sikokwanira, lembani kodi ya hex ngati color #RRGGBB ndipo imangirireni ku chinthu chotchulidwa:

...wearing a heavy wool peacoat, color #8B0000, over a cream
turtleneck, against a studio backdrop, color #1E3A5F.

...#8B0000, #1E3A5F, dark red and navy color palette, moody...

Malamulo atatu ophweka. Gwiritsani ntchito hex pa mitundu iwiri kapena itatu imene ili yofunika zoonadi ndipo gwiritsani mawu wamba pa yotsala — prompt yokhala ndi makodi asanu ndi umodzi a hex imawononga malire ake ambiri pa zidutswa za utoto. Mangirirani kodi ku chinthu chokhala ndi m'mphepete, osati ku "kuunika" kapena "mkhalidwe". Ndipo kumbukirani kuti imatchula mtundu wa chinthucho, osati mtengo womaliza wa pikiselo: chovala cha #8B0000 chowunikiridwa kumbuyo pa nthawi ya golide chimaoneka chofunda kuposa chitsanzo cha mtundu, monga mmene chikanachitira m'moyo weniweni.

08Kusankha mlingo wa mbali

Milingo isanu ilipo ndipo yoyenera nthawi zambiri imatchulidwa ndi mutu, koma pempho lomveka lochokera kwa inu nthawi zonse limapambana — pemphani chithunzi cha pa chophimba ndipo mumapeza tall mosasamala kanthu za chimene zomwe zili mkati zikusonyeza.

Kulakwitsa apa ndi kowononga kuposa mmene zikuonekera. Munthu woimirira thupi lonse mu chithunzi cha wide sakupatsani munthu wamng'ono mu chithunzi chachikulu — nthawi zambiri chimakupatsani wodulidwa, chifukwa mtundu umadzaza mulifupi ndipo mutu kapena mapazi zimatuluka mu chithunzicho. Fananitsani chithunzicho ndi mzere waukulu wa mutu ndipo madandaulo ambiri a kaikidwe adzatha.

Machitidwe awiri oyenera kukumbukira: kusintha kumasunga mlingo wa mbali wa chithunzi choyambirira mwadongosolo, kotero simungathe kusintha mawonekedwe posintha, pamene kuphatikiza kumakulolani kusankha malo atsopano — nthawi zambiri njira yaukhondo kwambiri yosinthira mawonekedwe a chinthu chimene muli nacho kale.

09Machitidwe olakwika: chimene muyenera kusiya kuchita

Ma tokeni a mtundu wabwino: "masterpiece, best quality, 8k, ultra detailed"

Awa anali zolamulira zopezedwa ndi anthu pa kagawidwe kake ka maphunziro kakale, kumene mawu ena a zolemba anali ogwirizana ndi magwero ena a zithunzi. Sasamutsika. Pano amawerengedwa ngati mawu wamba a Chingerezi, sathandiza kanthu, ndipo amadya mbali ya malire a mawu amene mwauzidwa kale kuti ndi ochepa. Chotsatira ndi kunena tsatanetsatane uti mukufuna: osati "ultra detailed" koma "kalukidwe kooneka mu nsalu ya chovala ndi ndevu zazing'ono m'mbali mwa nsagwada" — cholinga chomwecho, chofotokozedwa ngati chinthu chimene mtundu ungachipange.

Kalembedwe ka kulemera: (word:1.3), [word], {{word}}

Sikawerengedwa. Mabulaketi, ma kolona ndi manambala zimafika ngati malemba enieni ndipo, ngati china chilichonse, zimapangitsa chiganizo chozungulira kukhala chovuta kuwerenga. Ngati mukufuna kutsindika kwambiri pa chinthu, gwiritsani ntchito zolamulira ziwiri zimene zimagwira ntchito: chisunthireni patsogolo mu prompt, ndi chipatseni mawu ambiri. "Sikafu ya silika yofiira, ndi malekezero ake a mphonje akukwezedwa ndi mphepo" imaposa "(red scarf:1.4)" pa muyeso uliwonse wofunika.

Malangizo otsutsana

Kusakaniza malangizo osagwirizana sikuwaphatikiza; kumapanga pakati posakhazikika kumene nthawi zambiri sikukhutiritsa kalikonse. Zolakwika zodziwika:

• Njira — "photorealistic" kuphatikiza "watercolor"; "oil painting" kuphatikiza "shot on 85mm". Sankhani chimodzi ndipo chitsatireni.
• Mawonekedwe — "wide establishing shot" kuphatikiza "extreme close-up on her eyes"; "full body" kuphatikiza "detailed facial pores".
• Kuunika — "harsh midday sun" kuphatikiza "soft golden hour glow"; "low key, deep shadows" kuphatikiza "bright and airy".
• Nthawi — "1970s film aesthetic" kuphatikiza "modern minimalist" kuphatikiza "cyberpunk".
• Kuunjika kalembedwe — ojambula anayi kapena mitundu inayi ya luso nthawi imodzi. Zitsanzo ziwiri zogwirizana zingagwire ntchito; zinayi zimathetsana kukhala zosadziwika bwino.
• Kufalikira — "chitseko cha matabwa cha kumidzi, chowonongeka ndi nyengo, chakale, chodyedwa ndi nthawi" ndi lingaliro limodzi lolembedwa kanayi, ndipo kubwereza kulikonse kumachepetsa zotsala za prompt.

10Palibe prompt yoletsa mu malemba-kupita-ku-chithunzi

Ichi ndi chinthu cholakwika chimene chimagwira kwambiri ogwiritsa ntchito odziwa, chifukwa pa machitidwe akale prompt yoletsa inali theka la luso.

Pa kupanga lamulo ndi lokhwima ndipo ndi losadabwitsa pang'ono: kulemba "palibe malemba, palibe chizindikiro cha eni ake, palibe zala zowonjezera" mu prompt kumapangitsa zinthu zimenezo kukhala zotheka kwambiri, osati zochepa. Mtundu umawerenga "palibe malemba" ngati chiganizo chokhala ndi lingaliro la malemba; kukana ndi chizindikiro chofooka ndipo dzina ndi champhamvu. Mwapempha malemba kwenikweni. Nenani mtundu wabwino m'malo mwake nthawi zonse:

Pa kusintha ndi kuphatikiza prompt yoletsa ilipo ndipo muyenera kuigwiritsa ntchito — koma pa zolakwika za chithunzi, osati pa zomwe zili mkati. Zinthu zabwino: chizindikiro cha eni ake, malemba oikidwa pamwamba, ziwalo zobwerezedwa, manja opotoka, mphete za kunola kwambiri, mabulokosi a JPEG, mizere ya kulumikizana pa m'mphepete pa chithunzi chophatikizidwa. Zinthu zoipa: chilichonse chokhudza chimene chithunzicho chili cha icho, chimene chili mu malangizo.

11Kuwerenga prompt imene Shannon imakulemberani

Nachi chimene chimapangitsa chitsogozo ichi kukhala chogwiritsika ntchito nthawi yomweyo m'malo mwa cha lingaliro chabe. Simufunika kulemba prompt yopangira nokha. Mumafunsa mu mawu wamba, mu chinenero chilichonse; Shannon imazindikira kuti chithunzi chikupemphedwa, imalemba prompt yopangira ya Chingerezi, ndipo imakusonyezani pa kaadi ya chitsimikizo chisanapangidwe chilichonse. Palibe chomwe chimapangidwa ndipo palibe chomwe chimalipiritsidwa mpaka mutatsimikiza.

Choncho luso limene limalipira kwambiri si kulemba ma prompt kuyambira pachiyambi — ndi kuwerenga imene ili pa kaadi. Tsatirani mndandanda uwu:

1. Kodi mutu ndi womveka? Ngati kaadi ikunena "munthu" kapena "mkazi", mwapeza kusintha kwakukulu kwambiri kumene kulipo. Ipatseni zaka, kamangidwe, ndi chinthu chosiyanitsa.
2. Kodi mutu uli poyamba? Ngati prompt ikuyamba ndi kalembedwe kapena kamera, pemphani kuti iyambe ndi mutu m'malo mwake.
3. Kodi ili mu mlingo? Ngati ili pansi pa mawu 30, pemphani kufotokoza kwambiri za kuunika ndi malo. Ngati ili pamwamba pa 100, pemphani kuti ichepetsedwe.
4. Kodi pali gwero la kuwala? Osati liwu la mkhalidwe — kuwala kwenikweni: zenera, nyali ya mumsewu, flash, thambo la mitambo, softbox.
5. Kodi pali kutsutsana? Yang'anani njira ziwiri, mawonekedwe awiri, kapena mikhalidwe iwiri ya kuunika mu prompt yomweyo.
6. Kodi pali zoletsa zobisidwa? Ngati kaadi ili ndi "popanda", "palibe", kapena "pewani", imeneyo ndi prompt ya malemba-kupita-ku-chithunzi yopempha chinthu chimene ikuchitchula.
7. Kodi mlingo ndi woyenera mutu? Munthu wa thupi lonse mu wide ndi kusagwirizana kodziwika bwino.

Kukonza kumachitika mwa kukambirana: "mupangeni akhale wa zaka zoyandikira 30 wokhala ndi chipsera pa nsidze imodzi, mujambuleni pa Portra pa 85mm, ndipo gwiritsani ntchito portrait" ndi malangizo abwino kwambiri. Mumapeza kaadi yatsopano ndipo mumatsimikiza imeneyo m'malo mwake. Palibe chilango cha kubwerezabwereza, chifukwa palibe chomwe chinapangidwa kale.

Ndipo Shannon sipanga popanda kupemphedwa. Moni, funso, kapena chithunzi chimene mumamatirira kuti mukambirane sizipangitsa kupanga. Kupempha Shannon kuti iyang'ane chithunzi — kuchifotokoza, kuchiwerenga, kuchisanthula — ndi ntchito wamba ya masomphenya, osati kupanga, ndipo sikulipiritsa kanthu kowonjezera.

12Mmene luso limasinthira pa kusintha ndi kuphatikiza

Malamulo a pamwambapa analembedwa a kupanga. Njira ziwiri zoyandikana zimasintha mawonekedwe a prompt.

Kusintha chithunzi chimodzi

Prompt ya kusintha ndi malangizo, osati kufotokoza: nenani chimene chimasintha ndi chimene chimakhalabe. Kutchula mbali zosasintha ndi chinthu chachikulu kwambiri chokweza mtundu mu chinthu ichi — "Sinthani kumbuyo kukhale msewu wa mzinda wa usiku wamvula ndi kuwala kwa neon kukuwonekera, sungani mkaziyo monga momwe alili" kumagwirizana pomwe pempho lomwelo popanda chiganizo chimenecho limajambulanso nkhope yake mwakachetechete. Khalani omveka pa chomangira: sungani nkhope, kaimidwe, tsitsi ndi zovala zofanana. Chithunzi chimodzi chokha choyambirira chimagwiritsidwa ntchito, ndipo chotulukacho chimasunga mlingo wake wa mbali.

Kuphatikiza zithunzi ziwiri kapena kuposerapo

Nthawi iliyonse pamene zinthu zimachokera ku chithunzi choposa chimodzi — kusamutsa zovala, chinthu kulowa mu malo, anthu awiri mu chithunzi chimodzi, chinthu-pa-munthu, kalembedwe kochokera ku chithunzi chimodzi ndi mutu kuchokera ku china — prompt iyenera kutchula udindo wa chithunzi chilichonse, mwadongosolo: "Mkazi wochokera ku chithunzi choyamba atavala sweta yofiira yolukidwa yochokera ku chithunzi chachiwiri, atayima mu paki yomweyo." Chithunzi choyamba ndi mutu waukulu kapena malo; zithunzi zotsatira zimapereka mbali zimene zikubweretsedwa. Musaphatikize pempho la zithunzi zambiri kukhala chithunzi chimodzi kuphatikiza kufotokoza kwa malemba — kuphatikiza zithunzi zenizeni ndi chimene chimasunga mmene zinthu zimenezo zimaonekeradi.

13Kulemba ma prompt kosasidwa: nenani chimene mukutanthauza

Palibe chosefera cha zinthu pa njira ya kupanga ndipo palibe wosanjikiza wa kukana pa mtundu umene umalemba prompt. Ndicho cholinga chonse cha chinthu ichi: zopangira zosefedwa nthawi zambiri zimakana ntchito zovomerezeka — zithunzi zamaliseche za luso, zithunzi za zachipatala ndi za umboni wa milandu, zithunzi za kafukufuku wa chitetezo, chiwawa mu nkhani zopeka, nthabwala za ndale, ntchito za mtundu ndi maonekedwe za eni ake. Theka la luso la ma prompt pa nsanja zosefedwa ndi ukadaulo wa mawu ozungulira, ndipo mawu ozungulira ndi mdani wa chithunzi cholondola.

Choncho pali chinthu chinanso choyenera kufufuza pa kaadi: kuti ikufotokoza mutu weniweni mu mawu omveka m'malo mwa mawu ozungulira amene anthu amaphunzira ku zida zosefedwa. Chithunzi cha umboni wa mlandu cha chilonda chiyenera kunena chilondacho ndi chiyani. Mawu ozungulira amapanga chithunzi choipa kulikonse, chifukwa mtundu umapanga chimene mawu akunena.

Mphamvu ndi chiweruzo ndi zinthu zosiyana. Shannon Lab LLC imayendetsa ichi pansi pa Ndondomeko ya Kagwiritsidwe Kaudindo yosindikizidwa: kupanga kosasefedwa ndi chida cha akatswiri, ndipo chilolezo, ufulu ndi malamulo zonse zikugwirabe ntchito pa chimene mumapanga.

14Kumene API imakwanira

Mfundo imodzi ya kulondola kwa owerenga obwera kuchokera ku kufufuza kwa API: kupanga zithunzi, kusintha ndi kuphatikiza zili mu pulogalamu ya chat ya Shannon, osati pa API ya /v1. API imatumikira mawu ndi masomphenya — ingathe kuwerenga, kufotokoza ndi kusanthula zithunzi zimene mumaitumizira pa zinenero zonse zitatu (/v1/chat/completions, /v1/messages, /v1/responses, zonse zoyenda) — koma siizipanga. Ngati mukumanga njira imene ikufunika kumvetsa zithunzi, zolemba za API ndi malo oyambira. Ngati mukufuna kupanga zithunzi, ndi pulogalamu ya chat, ndipo chilichonse mu chitsogozo ichi chikugwira ntchito pamenepo. Zithunzi zimapangidwa pa gulu lathu la ma GPU.

15Mafunso ofunsidwa kawirikawiri

Zowerenga zogwirizana: Kupanga zithunzi za AI kosasidwa · Kusintha zithunzi za AI kosasidwa · Ndondomeko ya Kagwiritsidwe Kaudindo · Zolemba za API · Kafukufuku wonse wa Shannon. Malangizo a pano achokera ku kuyesa kwathukwathu kwa Mtundu wa Zithunzi wa Shannon; malangizo olembedwera machitidwe akale a diffusion nthawi zambiri sasamutsika.