Sakana AI Ihindagurika ryikitegererezo
Sakana AI ni laboratoire ishingiye kuri Tokiyo ikoresha uburyo bwahumetswe na kamere muri AI, cyane cyane ikoresha algorithms y'ubwihindurize kugirango ihuze moderi zifunguye ziri nshya, nziza.
Incamake
Instead of training from scratch, it 'breeds' models by automatically combining their strengths.
Kwibira cyane
Sakana AI yashinzwe mu 2023 na Llion Jones, umwe mu banditsi b'impapuro z'umwimerere 'Attention Is All You You', na David Ha, wahoze ari Google Ubwonko. Izina risobanura 'amafi' mu kiyapani, ryerekana filozofiya yahumetswe n'amashuri hamwe na benshi: abakozi benshi bato, bahuriza hamwe aho kuba icyitegererezo kinini. Tekinike yayo yambere, Evolutionary Model Merging, ikoresha ubushakashatsi bwubwihindurize kugirango ivumbure uburyo bwo guhuza uburemere nuburinganire bwa moderi nyinshi zabigenewe zifungura isoko. Algorithm ishakisha ibihumbi n'ibihumbi byo guhuza resept, ikomeza guhuza amanota neza kumurimo ugamije. Sakana yakoresheje ibi kugirango ashobore gukoresha ururimi rwikiyapani hamwe nu Buyapani imibare nicyerekezo cyerekana guhuza moderi zihari, ku gice gito cyikiguzi cyo guhugura bundi bushya. Isosiyete yakoze kandi 'AI Scientist,' sisitemu igerageza gukora ubushakashatsi ubwabwo.
Ubushishozi
Icyitegererezo cyo guhuza gihuza ibipimo byimikorere itandukanye. Sakana ihindagurika ikomatanya ahantu habiri icyarimwe: umwanya wibipimo (uburyo bwo gupima no guhuza uburemere bwa buri cyitegererezo, umurongo ku kindi) n'umwanya wo gutambutsa amakuru (ibice biva muburyo bwo gutondekanya no muburyo bukurikirana). Algorithm y'ubwihindurize itanga ibisobanuro by'abakandida, ikabisuzuma ku gipimo ngenderwaho, ikanahitamo kandi igahindura ibyiza, igasubira mu mvange ikora cyane idafite amahugurwa ashingiye ku ntera.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka Sakana AI Moderi Yihuza
Guhuza ubwihindurize byerekana ejo hazaza aho moderi nshya zishoboye ziteranirizwa mu isomero rikura ryerekana imiterere ifunguye bihendutse, demokarasi igera kuri laboratoire hamwe na bije nini yo kubara. Ufatanije na Sakana yikora 'AI Scientist', icyerekezo kirekire ni sisitemu ya AI ifasha kuvumbura iterambere ryabo. Ibibazo byafunguye birimo kwirinda moderi zahujwe ziragwa amakosa cyangwa kubogama, kandi niba umunzani wo gushakisha ubwihindurize kugera kumipaka-urwego rwimikorere aho cyane cyane kwerekana imiterere isanzwe.
Gushyira mu bikorwa Isi
Gukora icyitegererezo gikomeye cyururimi rwabayapani muguhuza icyongereza nu Buyapani byafunguwe nta kongera imyitozo
Kubaka ikiyapani cyimibare yimitekerereze muguhinduranya guhuza imibare yihariye
Gukora icyerekezo-ururimi rwicyitegererezo gikoresha inyandiko yikiyapani mumashusho ukoresheje guhuza imipaka
Kureka amashyirahamwe mato ateranya imirimo yihariye ihendutse uhereye kumuremere ufunguye aho guhugura guhera
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.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Guhuza Icyitegererezo
Ibibazo bikunze kubazwa
What is Sakana AI Evolutionary Model Merging?
Sakana AI ni laboratoire ishingiye kuri Tokiyo ikoresha uburyo bwahumetswe na kamere muri AI, cyane cyane ikoresha algorithms y'ubwihindurize kugirango ihuze moderi zifunguye ziri nshya, nziza. Aho kwitoza guhera, 'byororoka' moderi ihita ihuza imbaraga zabo.
Icyitegererezo cyubwihindurize bwa Sakana AI gikora iki mubyukuri?
Ihindura ibisubizo byo guhuza ibintu byinshi byateguwe byerekana uburemere nuburemere, aho guhugura bundi bushya.
Ninde uzwi cyane washinze Sakana AI?
Llion Jones, umwe mu banditsi ba 'Attention Is All You You', yafatanije na Sakana na David Ha.
Izina 'Sakana' risobanura iki kandi ryerekana?
Sakana bisobanura amafi; isosiyete itonesha abakozi benshi bato bato kurenza moderi imwe ya monolithic.
Sakana ihindura moderi ihurira hamwe niyihe myanya ibiri?
Irashakisha uburyo bwo gupima / interpolate ibipimo hamwe nuburyo bwo gutondekanya no muburyo bukurikirana.
Usibye guhuza icyitegererezo, ni ubuhe buryo bukomeye Sakana yazanye?
Sakana yasohoye 'AI Scientist,' sisitemu igerageza gukoresha ibice byubushakashatsi ubwabwo.