Allen Institute yeAI
The Allen Institute for AI (AI2) iSeattle nonprofit lab yekutsvagisa yakavambwa na Microsoft co-muvambi Paul Allen muna 2014.
Pfupiso
Izvo zvine basa nekuti inogadzira yakavhurika yakazara AI modhi, dhatasethi, uye maturusi sechinhu chakanaka cheveruzhinji kwete chigadzirwa chinofambiswa nepurofiti.
Kudzika Kwakadzika
AI2 yakavambwa muna 2014 nechinangwa che'AI chezvakanaka,' yakapihwa mari pakutanga naPaul Allen uye yakatungamirwa kwemakore nemusayendisiti wekombuta Oren Etzioni. Kusiyana nemalebhu ekutengesa, AI2 inoburitsa pachena: mapepa, kodhi, data rekudzidzisa, uye modhi uremu. Mapurojekiti ayo anozivikanwa zvakanyanya anosanganisira Semantic Scholar, yemahara yedzidzo yekutsvaga injini inoratidzira pamusoro pe200 miriyoni mapepa; AllenNLP, raibhurari inoshandiswa nevakawanda-mutauro-kugadzirisa; uye iyo OLMo (Open Mutauro Model) mhuri, iyo inoburitsa kwete chete huremu asi yakazara yekudzidziswa data uye resipi. AI2 zvakare yakaburitsa iyo Dolma dataset uye Tulu kuraira-tuned modhi. Iyo spinoffs inosanganisira AI2 Incubator. Chikumikidzo chese ndechekudhirowa, sainzi iri pachena.
Technical Insight
AI2's OLMo inocherechedzwa se 'yakavhurika zvechokwadi' modhi: padivi pezviremu zvinotakura iyo Dolma pretraining corpus (inotenderedza matatu matrillion tokens), kodhi yekudzidzisa, yepakati cheki, uye evaluation suites. Izvi zvinoita kuti vekunze vatsvagire vakwanise kubereka kudzidziswa, kuongorora chaizvo izvo data rakaumba modhi, uye kudzidza kuti kugona kunobuda sei. Mazhinji 'akavhurika-huremu' modhi anoburitsa chete huremu hwekupedzisira, saka AI2's yakazara-stack kujeka haina kujairika uye yakakosha pakudzidza kwesainzi.
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 reAllen Institute yeAI
AI2 iri kusunda mamodheru akavhurika kukwikwidza pamhando neakavharika miganhu masisitimu uku ichichengeta chese chinongedzo chiri paruzhinji, kusanganisira nyowani OLMo kuburitswa uye multimodal basa senge Molmo yemutauro wechiratidzo-mutauro. Tarisira kuenderera mberi kwekutarisa pachena kwesainzi, zvakatipoteredza uye mamiriro ekunze AI, uye maturusi ekuonesa, kutsvagisa kutsvagisa. Sezvo vagadziri vemitemo vachipokana kuvhurika kweAI, AI2's akanyorwa zvizere modhi anogona kushanda senzvimbo yereferensi yekuti kuvhurika kwechokwadi uye kutarisisa kunogona kutaridzika sei.
Real-World Implementation
Vatsvagiri vanoshandisa Semantic Scholar kutsvaga uye kutora pfupiso dzakagadzirwa neAI (TLDRs) pamazana maviri emamiriyoni emapepa ezvidzidzo.
Vagadziri vanogadzira uye kudzidza mutauro-modhi yekudzidziswa vachishandisa OLMo's yakaburitswa huremu, kodhi, uye Dolma dataset.
Zvikwata zveNLP zvinovaka mapaipi ekugadzirisa zvinyorwa neraibhurari yeAllenNLP yakavhurika uye zvinhu zvayo zvakagara zvadzidziswa.
Masayendisiti ekuchengetedza anoshandisa AI2's Skylight chikuva kuona kuredza zvisiri pamutemo kubva satellite uye ngarava-yekutevera data.
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
Boston Dynamics AI Institute
Mibvunzo inowanzo bvunzwa
Chii chinonzi Allen Institute yeAI?
The Allen Institute for AI (AI2) iSeattle nonprofit research lab yakavambwa na Microsoft co-muvambi Paul Allen muna 2014. Ine basa nekuti inogadzira yakavhurika yakazara AI modhi, dhatabheti, uye maturusi sezvakanaka zveveruzhinji kwete chigadzirwa chinotungamirwa nepurofiti.
Iyo Allen Institute yeAI (AI2) yakavambwa nani?
AI2 yakavambwa muna 2014 na Microsoft muvambi-pamwe Paul Allen serebhu yekutsvagisa isingabatsiri.
Chii chinoita kuti AI2's OLMo modhi zvisina kujairika 'kuvhurika' zvichienzaniswa neakawanda akavhurika-huremu mhando?
OLMo inotumira iyo yakazara dzidziso data (Dolma), kodhi, uye chekutarisa, kwete chete huremu hwekupedzisira, ichigonesa kuberekana kwechokwadi.
Ndeipi injini yekutsvaga yemahara yakagadzirwa neAI2?
Semantic Scholar ndiyo AI2's yemahara yekutsvaga chishandiso inonongedza pamusoro pe200 miriyoni mapepa enyanzvi ane AI-yakagadzirwa pfupiso.
Chii chinonzi AI2's inotungamirira chinangwa?
AI2 inoronga basa rayo kutenderedza 'AI yezvakanaka zvakajairika,' ichisimbisa kubatsira kweveruzhinji pamusoro pekuwana kutengeserana.
Ndeipi yakavhurika-sosi raibhurari kubva kuAI2 inoshandiswa zvakanyanya kugadzirisa mutauro wechisikigo?
AllenNLP ndeyeAI2 yakavhurika-sosi NLP yekutsvagisa raibhurari yakavakirwa paPyTorch uye inoshandiswa nevazhinji vaongorori.