Dubawa
Tongyi Lab shine rukunin bincike na AI na Alibaba a bayan dangin Qwen na manyan nau'ikan harshe masu nauyi. Qwen ya zama ɗaya daga cikin manyan iyalai waɗanda aka fi amfani da su da kuma zazzage su a cikin duniya, musamman a duk faɗin al'ummar buɗe tushen duniya.
Tongyi Lab da Binciken Qwen an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar tsarin muhalli.
Zurfafa nutsewa
Tongyi Lab (通义) ƙungiyar bincike ce a cikin Alibaba Cloud wanda ke haɓaka jerin ƙirar tushe na Qwen (Tongyi Qianwen). Tun lokacin da aka fara fitowa a cikin 2023, Qwen ya girma zuwa yanayin yanayi mai faɗi: ƙirar harshe mai yawa da gaurayawa-na-ƙwararru a girma da yawa, da rassa na musamman kamar Qwen-VL (harshen hangen nesa), Qwen-Audio, Qwen-Coder don shirye-shirye, da Qwen-Math. Ma'anar dabara ita ce buɗewa - Alibaba yana buga samfuran Qwen da yawa a ƙarƙashin lasisin izini (sau da yawa Apache 2.0), don haka kowa zai iya saukewa, daidaitawa, da tura su. Wannan ya sanya Qwen ya zama ginshiƙi ga dubunnan ƙirar ƙira akan Fuskar Hugging. Ƙarni daga Qwen2 zuwa Qwen3 sun ci gaba da rufe gibin tare da manyan rufaffiyar ƙira akan tunani, harsuna da yawa, da ma'auni.
Fahimtar Fasaha
Samfuran Qwen suna amfani da madaidaicin mai canzawa-kawai mai canzawa tare da gyare-gyare: jujjuyawar matsayi don dogon mahallin, kulawar rukuni-rukuni don ingantacciyar fa'ida, da kunna SwiGLU. Manyan fitattun abubuwan da aka fitar sun ɗauki Mixture-of-Experts, inda kaɗan ne kawai na sigogi ke kunna kowace alama, suna ba da babban samfuri a ƙananan ƙididdigewa. Har ila yau Tongyi Lab yana ba da jari mai yawa a cikin lamuni na harsuna da yawa da horo bayan horo (daidaita koyarwa tare da ƙarfafa koyo daga ra'ayoyin ɗan adam da AI) don haɓaka tunani da amfani da kayan aiki.
Jagorar Tongyi Lab da Binciken Qwen
Tongyi Lab shine rukunin bincike na AI na Alibaba a bayan dangin Qwen na manyan nau'ikan harshe masu nauyi. Qwen ya zama ɗaya daga cikin manyan iyalai waɗanda aka fi amfani da su da kuma zazzage su a cikin duniya, musamman a duk faɗin al'ummar buɗe tushen duniya. Tongyi Lab da Binciken Qwen an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar tsarin muhalli. Don gina zurfin fahimta, bi da Tongyi Lab da Qwen Research a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Tongyi Lab da Binciken Qwen suna kimanta dabarun mai siyarwa, amincin taswirar hanya, da haɗarin kulle-kulle kafin aikatawa. 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.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. 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
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. 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.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci. 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.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. 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
Masu haɓakawa suna buɗe samfuran Qwen masu kyau akan Fuskar Hugging don masu taɗi da mataimaka na al'ada
Qwen-Coder yana ba da ƙarfin ƙirƙira lambar da ƙarewa a cikin kayan aikin shirye-shirye
Qwen-VL yana nazarin hotuna da takardu don amsa tambayoyin multimodal
Kasuwancin da ke tura Qwen ta hanyar Alibaba Cloud don tallafin abokin ciniki na harsuna da yawa a cikin kasuwannin Asiya
Hanyoyin Aiwatarwa
Tongyi Lab da Qwen Bincike a aikace
Masu haɓakawa suna buɗe samfuran Qwen masu kyau akan Fuskar Hugging don masu taɗi da mataimaka na al'ada.
Masu haɓakawa na buɗe samfuran Qwen masu kyau akan Fuskar Hugging na al'ada don hira ta al'ada da mataimaka 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 ƙimar kuskure akan lokaci.
Tongyi Lab da Qwen Bincike a aikace
Qwen-Coder yana ba da ƙarfin ƙirƙira lambar da ƙarewa a cikin kayan aikin shirye-shirye.
Qwen-Coder Ƙarfafa lambar ƙirƙira da kammalawa a cikin kayan aikin shirye-shirye 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.
Tongyi Lab da Qwen Bincike a aikace
Qwen-VL yana nazarin hotuna da takardu don amsa tambayoyin multimodal.
Qwen-VL yana nazarin hotuna da takardu don amsa tambayoyin multimodal 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 ƙimar kuskure akan lokaci.
Tongyi Lab da Qwen Bincike a aikace
Kasuwancin da ke tura Qwen ta hanyar Alibaba Cloud don tallafin abokin ciniki na harsuna da yawa a cikin kasuwannin Asiya.
Kasuwancin da ke tura Qwen ta hanyar Alibaba Cloud don tallafin abokin ciniki na harsuna da yawa a duk faɗin kasuwannin Asiya Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da kuma bin diddigin nasarorin samarwa da farashi na kuskure a kan lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.