Incamake
Qwen (Tongyi Qianwen) ni umuryango wa Alibaba w’icyitegererezo kinini cy’ururimi, kandi wabaye umwe mu miryango y’icyitegererezo ya AI ikururwa cyane. Nibyingenzi kuko biha abitezimbere ahantu hose kubuntu, ubucuruzi bwakoreshwa mubucuruzi burwanya sisitemu zifunze kuva OpenAI na Google.
Alibaba Qwen yunvikana neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije.
Kwibira cyane
Qwen, mugufi kuri 'Tongyi Qianwen' (hafi 'ukuri kuva kubibazo igihumbi'), yatunganijwe na DAMO Academy ya Alibaba Cloud. Yasohoye bwa mbere mu 2023, umurongo wagutse byihuse ushiramo imiterere yinyandiko, imiterere-yindimi-yerekana (Qwen-VL), imiterere y amajwi, moderi ya code (Qwen-Coder), ninzobere mu mibare. Alibaba irekura moderi nyinshi za Qwen munsi yimpushya zemewe zo gufungura kuri Hugging Face na ModelScope, ibyo bikaba byaratumye Qwen2 na Qwen2.5 mubintu byateguwe neza kandi bikururwa ku isi hose. Moderi ije mubunini bwinshi, uhereye kuri miliyari 0,5-miriyari-yimikorere ya verisiyo ikora kuri mudasobwa igendanwa kugeza kuri Mixture-ya-Impuguke. Ubushobozi bukomeye bw'indimi nyinshi, cyane cyane mu Gishinwa n'Icyongereza, hiyongereyeho amanota yo gupiganwa, byatumye Qwen ihitamo ku bashakashatsi ndetse no gutangira kubaka abafasha babo.
Ubushishozi
Qwen ikoresha imyubakire ya decoder ya Transformer hamwe no kunonosorwa nka RoPE imyanya ihagaze, ibikorwa bya SwiGLU, RMSNorm, hamwe nitsinda-ryibanze kubitekerezo byihuse. Impapuro nini zemeza kuvanga-Impuguke (MoE) igishushanyo, aho router ikora gusa imiyoboro mike yinzobere kuri buri kimenyetso, igatanga ubushobozi bunini mugihe ikomeza kubara kuri buri kimenyetso. Amabwiriza yatunganijwe 'Kuganira' ahujwe hakoreshejwe kugenzura neza-gutunganya neza no gushimangira imyigire kubitekerezo byabantu (RLHF).
Kumenya Alibaba Qwen
Qwen (Tongyi Qianwen) ni umuryango wa Alibaba w’icyitegererezo kinini cy’ururimi, kandi wabaye umwe mu miryango y’icyitegererezo ya AI ikururwa cyane. Nibyingenzi kuko biha abitezimbere ahantu hose kubuntu, ubucuruzi bwakoreshwa mubucuruzi burwanya sisitemu zifunze kuva OpenAI na Google. Alibaba Qwen yunvikana neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije. Kugira ngo wumve neza, fata Alibaba Qwen nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Alibaba Qwen asuzuma ingamba zabacuruzi, ikarita yerekana ikarita yizewe, hamwe ningaruka zo gufunga mbere yo gukora. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mugihe kimwe, Amatangazo yo gutangiza arashobora gusumbya umutekano mubikorwa nyabyo byakazi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Gutangira neza-utegura moderi ya Qwen2.5 ifunguye kugirango wubake umukiriya wigenga-ushyigikira ikiganiro utishyuye kuri buri kimenyetso cya API.
Abashinzwe gukoresha Qwen-Coder kugirango barangize kandi basobanure kode imbere muri IDE yabo kubikorwa bya software.
Abashakashatsi bakoresha moderi ntoya ya 0.5B cyangwa 1.5B Qwen mugace ka mudasobwa igendanwa kuri prototype kumurongo, abafasha kubungabunga ubuzima.
Itsinda rya e-ubucuruzi rikoresha Qwen-VL kugirango risome amafoto yibicuruzwa hanyuma uhite ubyara ibisobanuro hamwe na tagi.
Uburyo bwo Gushyira mu bikorwa
Alibaba Qwen mubikorwa
Gutangira neza-utegura moderi ya Qwen2.5 ifunguye kugirango wubake umukiriya wigenga-ushyigikira ikiganiro utishyuye kuri buri kimenyetso cya API.
Gutangira neza-byerekana neza Qwen2.5 yerekana uburyo bwo kubaka ikiganiro cyigenga-gishyigikira abakiriya batishyuye amafaranga kuri buri kimenyetso cya API Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Alibaba Qwen mubikorwa
Abashinzwe gukoresha Qwen-Coder kugirango barangize kandi basobanure kode imbere muri IDE yabo kubikorwa bya software.
Abashoramari bakoresha Qwen-Coder kugirango yuzuze kandi asobanure kode imbere muri IDE yabo kubikorwa bya software Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Alibaba Qwen mubikorwa
Abashakashatsi bakoresha moderi ntoya ya 0.5B cyangwa 1.5B Qwen mugace ka mudasobwa igendanwa kuri prototype kumurongo, abafasha kubungabunga ubuzima.
Abashakashatsi bakoresha moderi ntoya ya 0.5B cyangwa 1.5B ya Qwen kuri mudasobwa igendanwa kuri prototype kuri interineti, abafasha kubungabunga ubuzima bwite Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Alibaba Qwen mubikorwa
Itsinda rya e-ubucuruzi rikoresha Qwen-VL kugirango risome amafoto yibicuruzwa hanyuma uhite ubyara ibisobanuro hamwe na tagi.
Itsinda rya e-ubucuruzi rikoresha Qwen-VL kugirango risome amafoto yibicuruzwa hanyuma ihite itanga ibisobanuro byerekana urutonde hamwe namakipe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.