I-Allen Institute ye-AI
I-Allen Institute for AI (AI2) ilebhu yocwaningo lwe-Seattle olungenzi nzuzo eyasungulwa Microsoft umsunguli ohlangene u-Paul Allen ngo-2014.
Uhlolojikelele
Ibalulekile ngoba ikhiqiza amamodeli e-AI avuleke ngokugcwele, amasethi edatha, namathuluzi njengento enhle yomphakathi kunomkhiqizo oqhutshwa inzuzo.
I-Deep Dive
I-AI2 yethulwa ngo-2014 ngenhloso ye-'AI yokusizakala,' eyayixhaswe ekuqaleni ngu-Paul Allen futhi yaholwa iminyaka ngusosayensi wekhompyutha u-Oren Etzioni. Ngokungafani namalebhu okuthengisa, i-AI2 ishicilela ngokukhululekile: amaphepha, ikhodi, idatha yokuqeqeshwa, nezisindo eziyimodeli. Amaphrojekthi ayo aziwa kakhulu ahlanganisa i-Semantic Scholar, injini yokusesha yezemfundo yamahhala ekhomba amaphepha angaphezu kwezigidi ezingu-200; I-AllenNLP, umtapo wolwazi osetshenziswa kabanzi wokucubungula ulimi lwemvelo; kanye nomndeni we-OLMo (Open Language Model), ongakhiphi nje izisindo kodwa idatha yokuqeqeshwa ephelele kanye neresiphi. I-AI2 iphinde yaphenya isethi yedatha ye-Dolma kanye namamodeli acushwe iziyalezo ze-Tulu. I-spinoffs yayo ifaka i-AI2 Incubator. Ukugcizelelwa kuyo yonke isayensi ephindaphindekayo, esobala.
I-Technical Insight
I-OLMo ye-AI2 iphawuleka njengemodeli 'evulekile ngempela': eduze kwezisindo ithumela ikhophasi yokuqeqesha i-Dolma (cishe amathokheni ayizigidi eziyizinkulungwane ezintathu), ikhodi yokuqeqesha, izindawo zokuhlola eziphakathi nendawo, nezindawo zokuhlola. Lokhu kuvumela abacwaningi bangaphandle ukuthi bakhiqize kabusha ukuqeqeshwa, bahlole ukuthi iyiphi idatha elolonge imodeli, futhi bafunde ukuthi amakhono avela kanjani. Amamodeli amaningi 'esisindo esivulekile' akhulula izisindo zokugcina kuphela, ngakho-ke ukukhanya kwe-AI2 okugcwele kwesitaki akujwayelekile futhi kubalulekile ocwaningweni lwesayensi.
I-Strategic Impact
Isu lomthengisi
Imephu yemigwaqo yabathengisi ithonya ukuthi yiziphi izici iqembu lakho elingazakha ngokulandelayo.
Izindleko kanye nesabelomali
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.
Ingozi nokuphepha
Izinxephezelo zenkampani zibumba okuzenzakalelayo komkhiqizo, ukuma kokuphepha, nokuvuleleka.
Ikusasa le-Allen Institute for AI
I-AI2 iphusha amamodeli avulekile ukuze aqhudelane ngekhwalithi namasistimu emingcele evaliwe kuyilapho igcina zonke izithako zisesidlangalaleni, okuhlanganisa ukukhishwa okusha kwe-OLMo nomsebenzi we-multimodal njengamamodeli ombono wolimi lwe-Molmo. Lindela ukugxila okuqhubekayo ekuboniseni obala kwesayensi, i-AI yezemvelo nesimo sezulu, kanye namathuluzi ocwaningo oluqinisekisayo, oluphindaphindekayo. Njengoba abenzi benqubomgomo bephikisana ngokuvuleleka kwe-AI, amamodeli abhalwe ngokugcwele e-AI2 angase asebenze njengendawo eyinkomba yokuthi ukuvuleka kwangempela nokufundeka kungabukeka kanjani.
Ukuqaliswa Komhlaba Wangempela
Abacwaningi basebenzisa i-Semantic Scholar ukuze baseshe futhi bathole izifinyezo ezenziwe nge-AI (TLDRs) kuwo wonke amaphepha emfundo ayizigidi ezingu-200+.
Onjiniyela bakhiqiza futhi bafunde ukuqeqeshwa kwemodeli yolimi besebenzisa izisindo ezikhishwe ngokugcwele ze-OLMo, ikhodi, nesethi yedatha ye-Dolma.
Amaqembu e-NLP akha amapayipi okucubungula umbhalo ngomtapo wezincwadi we-AllenNLP womthombo ovulekile kanye nezingxenye zawo eziqeqeshwe kusengaphambili.
Ososayensi bezokongiwa kwemvelo basebenzisa inkundla ye-AI2 ye-Skylight ukuze bathole ukudoba okungekho emthethweni kumasathelayithi kanye nedatha yokulandelela umkhumbi.
Izingozi & Guardrails
Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.
Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.
Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.
Ukuqalisa Umhlahlandlela
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-Boston Dynamics AI Institute
Imibuzo evame ukubuzwa
Iyini i-Allen Institute ye-AI?
I-Allen Institute for AI (AI2) ilebhu yocwaningo lwe-Seattle yenhlangano engenzi nzuzo eyasungulwa Microsoft umsunguli u-Paul Allen ngo-2014. Ibalulekile ngoba ikhiqiza amamodeli e-AI avuleke ngokugcwele, amasethi wedatha, namathuluzi njengento ezuzisa umphakathi kunomkhiqizo oqhutshwa inzuzo.
I-Allen Institute for AI (AI2) yasungulwa ubani?
I-AI2 yasungulwa ngo-2014 ngumsunguli Microsoft u-Paul Allen njengelebhu yocwaningo engenzi nzuzo.
Yini eyenza amamodeli we-OLMo we-AI2 'avuleke' ngokungavamile uma kuqhathaniswa namamodeli amaningi anesisindo esivulekile?
I-OLMo ithumela idatha yokuqeqeshwa egcwele (i-Dolma), ikhodi, nezindawo zokuhlola, hhayi nje izisindo zokugcina, ezivumela ukukhiqizwa kabusha kweqiniso.
Iyiphi injini yokusesha yezemfundo yamahhala eyakhiwe yi-AI2?
I-Semantic Scholar iyithuluzi lokusesha lamahhala le-AI2 elikhomba amaphepha esazi angaphezu kwezigidi ezingu-200 anezifinyezo ezenziwe nge-AI.
Iyini injongo yokuqondisa ye-AI2 eshiwo?
I-AI2 yenza umsebenzi wayo mayelana ne-'AI ukuze kuzuze bonke,' igcizelela izinzuzo zomphakathi ngaphezu kwenzuzo yezentengiso.
Imuphi umtapo wezincwadi womthombo ovulekile ovela ku-AI2 osetshenziswa kakhulu ekucubunguleni ulimi lwemvelo?
I-AllenNLP yilabhulali yocwaningo ye-NLP ye-AI2 evulekile eyakhelwe ku-PyTorch futhi esetshenziswa abacwaningi abaningi.