Dubawa
Shirye-shiryen-da-warware (PS) yana gaya wa ƙirar harshe da farko ya ƙirƙira takamaiman tsari sannan aiwatar da shi mataki-mataki, gyara gazawar da a sarari 'bari mu yi tunani mataki-mataki' yana haifar da barin baya. Sauƙaƙe tweak ne mai sauƙi wanda ke haɓaka tunani mai matakai da yawa ba tare da ƙarin horo ba.
Tsari-da-warware Ƙaddamarwa wani shingen gini ne na fasaha wanda ke shafar ingancin samfuri, farashin kayayyakin more rayuwa, latency, da aminci a sikeli.
Zurfafa nutsewa
An gabatar da shi a cikin takarda ta 2023 ACL ta Lei Wang da abokan aiki, Shirin-da-warware faɗakarwa shine martani ga takamaiman rauni a cikin jerin tunani na sifili: samfuran galibi suna tsallake matakai, kuskure, ko karanta tambayar. PS ya maye gurbin umarni guda ɗaya 'Bari muyi tunani mataki-mataki' tare da umarni mai kashi biyu: 'Bari mu fara fahimtar matsalar kuma mu tsara shirin magance ta. Sannan, bari mu aiwatar da shirin kuma mu magance matsalar mataki-mataki.' Ingantattun bambance-bambancen, PS+, yana ƙara masu tuni don cire masu canji masu dacewa, ƙididdige sakamakon matsakaici, da kula da lambobi. A kan ma'auni kamar GSM8K da SVAMP, PS + ya rufe yawancin rata tare da ƴan-tsarin-tunani yayin da ba ya buƙatar misalan aiki a cikin hanzari.
Fahimtar Fasaha
Tsarin yana cikin hanzari: ta hanyar neman tsari kafin aiwatarwa, PS yana canza ƙirar ƙirar ƙira don haka da farko ya samar da babban matakin ƙararrawa, wanda sannan ya ba da cikakken cikakkun bayanai na dalilan da ke biyo baya. Wannan rabuwa yana rage 'ɓataccen mataki' da kurakuran lissafi. PS+ yana ƙara jan hankali ta hanyar ba da suna a fili da masu canji da matsakaicin adadi, yana aiki azaman ɓangarorin ƙirƙira da kansa maimakon dogaro da misalan da aka rubuta da hannu.
Jagorar Tsarin-da-warware Ƙaddamarwa
Shirye-shiryen-da-warware (PS) yana gaya wa ƙirar harshe da farko ya ƙirƙira takamaiman tsari sannan aiwatar da shi mataki-mataki, gyara gazawar da a sarari 'bari mu yi tunani mataki-mataki' yana haifar da barin baya. Sauƙaƙe tweak ne mai sauƙi wanda ke haɓaka tunani mai matakai da yawa ba tare da ƙarin horo ba. Tsari-da-warware Ƙaddamarwa wani shingen gini ne na fasaha wanda ke shafar ingancin samfuri, farashin kayayyakin more rayuwa, latency, da aminci a sikeli. Don gina zurfin fahimta, bi da Tsarin-da-warware Prompting a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, fayyace zato, da raba abin da tsarin zai iya dogara da abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi masu amfani da Tsare-da-warware Prompting suna haɓaka gine-gine, bayanai, da zaɓin abubuwan more rayuwa a kan dogaro da farashi. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru. A lokaci guda, Haɓaka ma'auni ɗaya na iya ɓoye manyan raunin tsarin. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru.
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ilimin fasaha yana taimaka wa ƙungiyoyi su zaɓi tari mai kyau, ba kawai sabon abu ba.
Ilimin fasaha yana taimaka wa ƙungiyoyi su zaɓi tari mai kyau, ba kawai sabon abu ba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Zaɓuɓɓukan injiniya mafi kyau suna rage abin dogaro a cikin samarwa.
Zaɓuɓɓukan injiniya mafi kyau suna rage abin dogaro a cikin samarwa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Magance matsalolin kalmomin lissafi na mataki-mataki da yawa (GSM8K) inda samfurin ya fara jera adadi, sannan a lissafta su cikin tsari.
Jagorar mai taimaka coding don zayyana ayyuka da lamurra na gaba kafin rubuta kowace lambar aiwatarwa.
Ƙirƙirar wakili na goyon bayan abokin ciniki don fara gano maƙasudin maƙasudin mai amfani, sannan a tsara matakan ƙuduri.
Karɓar hadadden buƙatun-binciken bayanai cikin 'tsarin tambayoyin' wanda ke biye da matakan 'gudu da haɗa sakamako'.
Hanyoyin Aiwatarwa
Tsari-da-warware Ƙaddamarwa a aikace
Magance matsalolin kalmomin lissafi na mataki-mataki da yawa (GSM8K) inda samfurin ya fara jera adadi, sannan a lissafta su cikin tsari.
Magance matsalolin kalmomin lissafi na mataki-mataki-makaranta (GSM8K) inda ƙirar ta fara jera adadi, sannan ƙididdige su don Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararrakin ƙira, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Tsari-da-warware Ƙaddamarwa a aikace
Jagorar mai taimaka coding don zayyana ayyuka da lamurra na gaba kafin rubuta kowace lambar aiwatarwa.
Jagorar mai taimakawa coding don fayyace ayyuka da shari'o'i na gaba kafin rubuta kowane lambar aiwatarwa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Tsari-da-warware Ƙaddamarwa a aikace
Ƙirƙirar wakili na goyon bayan abokin ciniki don fara gano maƙasudin maƙasudin mai amfani, sannan a tsara matakan ƙuduri.
Tsara wakili na goyon bayan abokin ciniki don fara gano maƙasudin maƙasudin mai amfani, sannan jera matakan ƙuduri Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Tsari-da-warware Ƙaddamarwa a aikace
Karɓar hadadden buƙatun-binciken bayanai cikin 'tsarin tambayoyin' wanda ke biye da matakan 'gudu da haɗa sakamako'.
Karɓar hadaddun buƙatun-binciken bayanai cikin 'tsarin tambayoyin' wanda ke biye da 'gudu da haɗa sakamako' ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Hatsari & Tsare-tsare
Haɓaka ma'auni ɗaya na iya ɓoye manyan raunin tsarin.
Sau da yawa ana raina kayan more rayuwa da kuma kuɗin kulawa.
Tsaro da gibin lura na iya girma yayin da tsarin ke ƙara haɓaka.
Taswirar Hanya
Ƙayyade latency, inganci, da maƙasudin farashi kafin aiwatarwa.
Ƙayyade latency, inganci, da maƙasudin farashi kafin aiwatarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Alamar ma'auni a ƙarƙashin ainihin kaya da yanayin bayanai.
Alamar ma'auni a ƙarƙashin ainihin kaya da yanayin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da kayan aiki don kurakurai, ɗigo, da tasirin mai amfani.
Kula da kayan aiki don kurakurai, ɗigo, da tasirin mai amfani. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Shirya bijirowa da hanyoyin mayar da martani kafin sikeli.
Shirya bijirowa da hanyoyin mayar da martani kafin sikeli. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.