Alibaba Qwen
Qwen (Tongyi Qianwen) imhuri yeAlibaba yemhando dzemitauro mikuru, uye yave imwe yedzinonyanya kudhawunirodha-yakavhurika-huremu hweAI modhi mhuri.
Pfupiso
It matters because it gives developers everywhere free, commercially usable models that rival closed systems from OpenAI and Google.
Kudzika Kwakadzika
Qwen, chipfupi che'Tongyi Qianwen' (chinenge 'chokwadi kubva kune chiuru chemibvunzo'), inogadzirwa neAlibaba Cloud's DAMO Academy. Kekutanga kuburitswa muna 2023, iyo mutsara wakawedzera nekukurumidza kuti ubatanidze mameseji mamodheru, mamodheru emutauro wechiratidzo (Qwen-VL), maodhiyo emodhiyo, mamodhi ekodhi (Qwen-Coder), uye nyanzvi dzemasvomhu. Alibaba anoburitsa akawanda maQwen modhi pasi pemvumo yakavhurika marezinesi paHugging Face neModelScope, izvo zvakaita kuti Qwen2 neQwen2.5 ive pakati pemabhesi emhando dzakanyatsorongeka uye akadhawunirodwa pasi rese. Iwo mamodheru anouya muhukuru hwakawanda, kubva kudiki 0.5-bhiriyoni-parameter shanduro inomhanya palaptop kusvika kune yakakura Musanganiswa-ye-Nyanzvi akasiyana. Kugona kwakasimba kwemitauro yakawanda, kunyanya muchiChinese nechiRungu, pamwe nemakwikwi ekuenzanisa zvibodzwa, zvakaita kuti Qwen ive sarudzo yekusarudzika yevaongorori uye vanotanga kuvaka vabatsiri vavo.
Technical Insight
Qwen inoshandisa Transformer decoder architecture ine zvigadziriso zvakaita seRoPE positional embeddings, SwiGLU activation, RMSNorm, uye akaunganidzwa-mubvunzo kutarisisa kukurumidza kufungidzira. Shanduro dzakakura dzinotora Musanganiswa-we-Nyanzvi (MoE) dhizaini, apo router inomutsa mashoma enyanzvi sub-network pa tokeni, ichipa hukuru hwakakwana uku ichichengeta komputa pa tokeni yakaderera. Mirayiridzo-yakagadziridzwa 'Chat' misiyano inorongeka uchishandisa yakatariswa kurongedza uye kusimbisa kudzidza kubva mumhinduro dzevanhu (RLHF).
Strategic Impact
Vendor strategy
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mutengo uye bhajeti
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Ngozi uye kuchengeteka
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Ramangwana reAlibaba Qwen
Alibaba iri kuisa mari yakawanda muQwen semucherechedzo webhizimusi rayo remakore, ichimhanya kuenzanisa mhando dzepfungwa dzemuganho. Tarisira kureba kwemamiriro ekunze windows, simba rakasimba rekushandisa uye chishandiso-kushandisa, mamwe anonyatso shanda MoE modhi, uye yakasimba multimodal yekubatanidza pane zvinyorwa, mufananidzo, odhiyo, uye vhidhiyo. Semhuri inotungamira yakavhurika huremu, Qwen angangoramba achisimbisa ecosystem yepasi rose yezvinobvamo, uye kufambira mberi kwayo chiratidzo chikuru chemakwikwi eChinese AI lab ane US frontier labs.
Real-World Implementation
Iyo yekutanga-tunes yakavhurika Qwen2.5 modhi yekuvaka yakavanzika mutengi-rutsigiro chatbot pasina kubhadhara per-tokeni API muripo.
Vagadziri vanoshandisa Qwen-Coder kupedzisa uye kutsanangura kodhi mukati meIDE yavo yemapurojekiti esoftware.
Vatsvaguri vanomhanyisa diki 0.5B kana 1.5B Qwen modhi munharaunda palaptop kuita prototype kunze kwenyika, vabatsiri-vanochengetedza zvakavanzika.
Chikwata che e-commerce chinoshandisa Qwen-VL kuverenga mapikicha echigadzirwa uye kugadzira otomatiki tsananguro uye ma tag.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
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Gaidhi rinotevera
Tongyi Lab uye Qwen Tsvagiridzo
Mibvunzo inowanzo bvunzwa
What is Alibaba Qwen?
Qwen (Tongyi Qianwen) imhuri yeAlibaba yemhando dzemitauro mikuru, uye yave imwe yedzinonyanya kudhawunirodha-yakavhurika-huremu hweAI modhi mhuri. Zvine basa nekuti zvinopa vanogadzira kwese kwese mahara, modhi dzinoshandiswa nekutengesa dzinokwikwidzana nemasisitimu akavharika kubva kuOpenAI ne Google.
Ndeipi kambani inovandudza mhuri yeQwen yemhando dzeAI?
Qwen, kana Tongyi Qianwen, inogadzirwa neAlibaba Cloud neboka rayo reDAMO Academy rekutsvagisa.
Ndechipi chikonzero chikuru Qwen yakazoshandiswa zvakanyanya nevagadziri?
Alibaba akaburitsa akawanda maQwen modhi pasi pemvumo akavhurika marezinesi, achivaita pakati peakanyanya kudhawunirodha uye akakwenenzverwa modhi mabhesi munyika.
Chii chinoitwa neMisanganiswa-ye-Nyanzvi (MoE) mumhando huru dzeQwen?
MoE inoshandisa router kumisikidza chete diki subset yehunyanzvi sub-network yechiratidzo chega chega, ichipa hukuru hwakakwana pamutengo wakaderera pa-token komputa.
Ndeipi yakasarudzika Qwen musiyano wakagadzirirwa mabasa ekuronga?
Qwen-Coder ndiyo mutsauko wakarongedzwa zvakanangana nekugadzirwa kwekodhi, kupedzisa, uye tsananguro.
Qwen-VL inoreva modhi inogona kugadzirisa musanganiswa upi?
Qwen-VL imhando yemutauro wechiratidzo inogona kududzira mifananidzo pamwe chete nemavara, inobatsira pamabasa sekutsanangura mapikicha echigadzirwa.