- Gemma 3n ndi njira yotseguka, yothandiza, yamitundu yambiri ya AI yopangidwa kuti iziyenda kwanuko ngakhale pazida zam'manja zokhala ndi 2GB yokha ya RAM.
- Imalola kukonza zolemba, zithunzi, zomvera, ndi makanema popanda kufunikira kwa intaneti, kuwunikira zachinsinsi komanso kugwiritsa ntchito zinthu zochepa.
- Zimaphatikizanso zatsopano monga MatFormer ndi Per Layer Embeddings zomwe zimawongolera bwino komanso kusinthasintha kwachitsanzo malinga ndi chipangizocho.
- Imapezeka kwa omanga pamapulatifomu monga Google AI Studio, Hugging Face, ndi Kaggle, ndipo imaposa ma AI ena am'manja mumitundu yambiri komanso kuchita popanda intaneti.
Google yachitapo kanthu pazanzeru zopangapanga ndi a Gemma 3n kukhazikitsa, mtundu wotseguka wa AI wopangidwa kuti uzigwira ntchito pazida zopanda malire. Malingaliro awa, omwe Itha kutsitsa ndikuyika pama foni am'manja, mapiritsi ndi laputopu., supone Kufika kwa ma multimodal AI m'manja mwanu, ngakhale pazida zomwe zili ndi 2 GB ya RAM yokha ndipo palibe intaneti.. Kuwonekera kwake kumachitika pambuyo pa kuwonekera kwake Google I/O yomaliza, ndipo yakopa chidwi cha opanga ndi ogwiritsa ntchito omwe akufunafuna mayankho amtundu wa AI am'deralo, achinsinsi, komanso ogwira mtima.
Chitsanzo chatsopanochi chimachokera pa cholinga cha Onetsani mwayi wopeza zida zapamwamba zanzeru zopanga popanda kudalira ma seva amtamboChoncho, Google imasiyanitsa bwino Gemma 3n ndi njira zina monga Gemini, zomwe zimasunga njira yotsekedwa ndipo zimayang'ana kwambiri pakugwiritsa ntchito anthu ambiri. Pankhani ya Gemma, cholinga chake ndi chitukuko chotseguka ndi kafukufuku ndi kugwiritsa ntchito payekha kwa AI, kulola kuti itsitsidwe, kusinthidwa, ndikuphatikizidwa muzogwiritsira ntchito zambiri.
Maluso a Multimodal komanso kuchita bwino kwambiri
Gemma 3n imadziwika makamaka chifukwa chokhala ndi ma multimodal, ndiko kunena kuti, amatha kutanthauzira ndikupanga zolemba, zithunzi, zomvera ndi makanema molunjika kuchokera ku chipangizocho, popanda kugwiritsa ntchito mtambo. Kuthekera kwake kwakukulu kumaphatikizapo kuzindikira mawu, kumasulira, kumasulira, ndi kusanthula zenizeni zenizeni, kupangitsa kuti ikhale yoyenera ntchito zamaphunziro, othandizira, kapena machitidwe omasulira.
Zomangamanga zomwe zimamangidwa, zimatchedwa MatFormer, amalola kuti chitsanzocho chigawidwe m'matembenuzidwe ang'onoang'ono ophatikizidwa mkati mwa chachikulu, monga matryoshka. Chifukwa cha kapangidwe kameneka, Gemma 3n imatha kuyang'anira bwino chuma ndikusinthira ku zofooka za Hardware komwe imayendera.. Kuphatikiza apo, imaphatikizanso ndi njira Per Layer Embeddings (PLE)kuti amachepetsa kugwiritsa ntchito kukumbukira popanda kutaya ntchito, motero imalola kuti igwire ntchito ngakhale pazida zomwe zili ndi mawonekedwe ochepa.
Gemma 3n imaperekedwa mumitundu iwiri yayikulu: E2B y E4B, ndi 2.000 biliyoni ndi 4.000 biliyoni magawo motsatana. Komabe, chifukwa cha mapangidwe awo, mitundu yonseyi imatha kuyenda ndi kukumbukira zomwe zimafanana ndi zazing'ono kwambiri, zomwe zimatsegula chitseko cha AI yapamwamba pazida zachikhalidwe zotsika komanso zapakatikati.
Kwa kukonza zithunzi ndi makanema, Gemma 3n imagwiritsa ntchito encoder MobileNet-V5, yokonzedwa kuti iziyenda bwino ngakhale pazida zam'manja zotsika mphamvu, kukulolani kuti mugwire ntchito ndi makanema pa 60fps pamitundu yaposachedwa. M'gawo lomvera, limalola kutulutsa mawu ndikumasulira pompopompo, zonse kwanuko.
Zazinsinsi, magwiridwe antchito ndi kupezeka
Kugwira ntchito popanda intaneti ndi imodzi mwamphamvu zazikulu za Gemma 3n, Imawonetsetsa kuti zonse zomwe zakonzedwa ndi AI zimakhalabe pazida zokha, motero zimalimbitsa zinsinsi za ogwiritsa ntchito poyerekeza ndi mayankho ena amtambo. Izi zikutanthawuzanso kuti mphamvu zowonjezera mphamvu zowonjezera komanso kuchepetsa kugwiritsa ntchito deta, zinthu zofunika kwambiri pazida zam'manja ndi malo omwe ali ndi malumikizidwe ochepa.
En términos de rendimiento, Gemma 3n imathandizira zilankhulo 140 pakusintha mawu ndi zilankhulo 35 munjira zake zambiri.Zawonetsa magwiridwe antchito apamwamba pamayeso a benchmark monga LMArena, pomwe mtundu wa E4B umaposa mfundo za 1.300, kukhala woyamba wokhala ndi magawo osakwana 10.000 biliyoni kufika pamlingo uwu.
Gemma 3n ili kale pano disponible en múltiples plataformas para desarrolladores, monga Google AI Studio, Kukumbatirana Nkhope, Kaggle, ndi zida monga Google AI Edge kapena Ollama. Mapangidwe awo otseguka ndi kusinthasintha kophatikizana kumapangitsa kukhala kosavuta kupanga mapulogalamu atsopano ogwirizana ndi zosowa zenizeni, kuchokera ku machitidwe a maphunziro kupita kwa othandizira anzeru ndi zida zomasulira popanda intaneti.
Poyerekeza ndi njira zina ndi ubwino zothandiza
Kufika kwa Gemma 3n kumabwera motengera kusinthika kwa mafoni ndi m'mphepete mwa AI, Malingaliro ena akuphatikizapo Apple Neural Engine, Samsung Gauss, ndi zitsanzo zochokera ku Meta ndi Microsoft. Komabe, ngakhale ambiri mwa mayankhowa amafunikira kulumikizidwa kwa seva, perekani zolemba kapena zithunzi zochepa, kapena osatsegulidwa ku chitukuko chakunja, Gemma 3n. Imadzipereka ku multimodality yeniyeni, kusakhalapo kwa kudalira pa intaneti komanso kumasuka kwa anthu ammudzi..
Ubwino wodziwika kwambiri kwa ogwiritsa ntchito ndizotheka thamangani AI yapamwamba popanda kutaya zinsinsi, sangalalani ndi kuyankha mwamsanga ndi kuchepetsa ndalama zomwe zimagwiritsidwa ntchito pogwiritsa ntchito foni yam'manja. Kwa opanga ndi opanga, Gemma 3n Zimayimira mwayi wobweretsa mapulogalamu anzeru pazida zochulukirapo, osadalira zida zaposachedwa kapena kukweza kukumbukira kwamtengo wapatali..
Kuthamanga kwa Gemma 3n kwalimbikitsanso opanga ena kuti awonjezere kuchuluka kwa RAM pazida zawo zatsopano, kuyembekezera kuphatikiza kwakukulu kwamtsogolo kwa AI yakomweko. Chifukwa chake, Google imadziyika yokha pamalo oyenera pampikisano woti ukwaniritse Wamphamvu, wanzeru, wotseguka, komanso wopezeka moona mtima wochita kupanga.
Ndine wokonda zaukadaulo yemwe wasandutsa zokonda zake za "geek" kukhala ntchito. Ndakhala zaka zoposa 10 za moyo wanga ndikugwiritsa ntchito ukadaulo wotsogola komanso kusewera ndi mitundu yonse yamapulogalamu chifukwa cha chidwi chenicheni. Panopa ndaphunzira luso la pakompyuta komanso masewera a pakompyuta. Izi zili choncho chifukwa kwa zaka zoposa 5 ndakhala ndikulembera mawebusaiti osiyanasiyana pa teknoloji ndi masewera a pakompyuta, ndikupanga nkhani zomwe zimafuna kukupatsani zambiri zomwe mukufunikira m'chinenero chomwe chimamveka kwa aliyense.
Ngati muli ndi mafunso, chidziwitso changa chimachokera ku chilichonse chokhudzana ndi makina opangira Windows komanso Android pama foni am'manja. Ndipo kudzipereka kwanga ndi kwa inu, nthawi zonse ndimakhala wokonzeka kuthera mphindi zochepa ndikukuthandizani kuthetsa mafunso aliwonse omwe mungakhale nawo pa intaneti.