Sakana AI Tsarin Juyin Juyin Halitta
Sakana AI dakin bincike ne na tushen Tokyo wanda ke amfani da hanyoyin da aka yi wahayi zuwa ga AI, musamman ta amfani da algorithms na juyin halitta don haɗa samfuran buɗaɗɗen da ke akwai zuwa sababbi, mafi kyau.
Dubawa
Instead of training from scratch, it 'breeds' models by automatically combining their strengths.
Zurfafa nutsewa
An kafa Sakana AI a cikin 2023 ta Llion Jones, mawallafin marubucin ainihin 'Attention Is All You Buka'' takarda mai canzawa, da David Ha, wanda ya kasance na Google Brain. Sunan yana nufin 'kifi' a cikin Jafananci, yana nuna falsafar da aka yi wahayi daga makarantu da ɗimbin yawa: ƙanana da yawa, wakilai na gama gari maimakon ƙaƙƙarfan ƙira ɗaya. Dabarar ci gabanta, Haɗin Model Juyin Halitta, yana amfani da binciken juyin halitta don gano yadda ake haɗa ma'auni da yadudduka na ƙirar tushen buɗe ido da yawa. Algorithm ɗin yana bincika dubban girke-girke na hadewa, yana kiyaye haɗuwa waɗanda ke da kyau akan ayyukan da aka yi niyya. Sakana yayi amfani da wannan don ƙirƙirar ƙwararrun ƙirar Jafananci da lissafin Jafananci da ƙirar hangen nesa ta hanyar haɗa samfuran da ake da su, a ɗan ƙaramin kuɗin horar da sababbi. Kamfanin ya kuma samar da 'Masanin Kimiyya na AI,' tsarin da ke ƙoƙarin sarrafa kansa da kansa.
Fahimtar Fasaha
Haɗin ƙirar ƙira yana haɗa sigogin cibiyoyin sadarwar da aka horar daban. Sakana yana haɓaka haɗuwa a wurare guda biyu a lokaci ɗaya: sararin ma'auni (yadda za a yi nauyi da daidaita ma'aunin kowane samfurin, Layer by Layer) da sararin samaniya mai gudana (waɗanne yadudduka daga wane nau'i ne don tarawa da kuma cikin wane tsari). Algorithm na juyin halitta yana ba da shawarar girke-girke na ɗan takara, yana kimanta su akan ma'auni, kuma ya zaɓa kuma yana canza mafi kyau, yana mai da hankali kan gaɓar nau'ikan ayyuka masu girma ba tare da horo na tushen gradient ba.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar Sakana AI Haɗin Model Juyin Halitta
Haɗin haɓakar juyin halitta yana nuni ga nan gaba inda sabbin ƙira za a haɗa su daga ɗakin karatu mai girma na buɗaɗɗen ƙira mai rahusa, yana ba da damar dimokraɗiyya fiye da labs tare da ƙididdige kasafin kuɗi. Haɗe da 'Masanin Kimiyya na AI' na Sakana mai sarrafa kansa, hangen nesa na dogon lokaci shine tsarin AI waɗanda ke taimakawa gano abubuwan haɓaka nasu. Buɗe tambayoyin sun haɗa da nisantar haɗaɗɗen ƙira waɗanda ke gaji kwari ko son rai, da kuma ko ma'aunin binciken juyin halitta zuwa matakin iyakoki maimakon ƙwararrun samfuran da ake da su.
Aiwatar da Gaskiyar Duniya
Ƙirƙirar samfurin yare mai ƙarfi na Jafananci ta hanyar haɗa nau'ikan buɗewar Ingilishi da Jafananci ba tare da sake horarwa ba
Gina samfurin tunanin Jafananci ta hanyar haɓaka haɗaɗɗun ƙira na musamman na lissafi
Samar da samfurin yaren hangen nesa wanda ke sarrafa rubutun Jafananci a cikin hotuna ta hanyar haɗin kan giciye
Bayar da ƙananan ƙungiyoyi su haɗa samfuran takamaiman ɗawainiya da arha daga buɗaɗɗen ma'auni maimakon horo daga karce
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
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Jagora na gaba
Samfurin Haɗuwa
Tambayoyin da ake yawan yi
What is Sakana AI Evolutionary Model Merging?
Sakana AI dakin bincike ne na tushen Tokyo wanda ke amfani da hanyoyin da aka yi wahayi zuwa ga AI, musamman ta amfani da algorithms na juyin halitta don haɗa samfuran buɗaɗɗen da ke akwai zuwa sababbi, mafi kyau. Maimakon horarwa daga karce, yana 'ƙira' ƙira ta hanyar haɗa ƙarfinsu kai tsaye.
Menene haɗewar ƙirar juyin halitta Sakana AI a zahiri ke yi?
Yana haifar da girke-girke don haɗa ma'aunin ma'auni da yadudduka waɗanda aka riga aka horar da su, maimakon horon sabo.
Wanene sanannen co-kafa Sakana AI?
Llion Jones, marubucin marubucin 'Attention Is All You Need,' ya kafa Sakana tare da David Ha.
Menene sunan 'Sakana' yake nufi kuma yana nunawa?
Sakana yana nufin kifi; Kamfanin yana fifita ƙananan wakilai masu yawa fiye da samfurin monolithic guda ɗaya.
Sakana ya haifar da samfurin haɗe-haɗe a cikin waɗanne wurare biyu?
Yana bincika duka yadda ake yin nauyi/matsakaicin tsaka-tsaki da waɗanne yadudduka don tarawa da kuma cikin wane tsari.
Bayan haɗewar ƙirar, wane tsari mai kishi ne Sakana ya gabatar?
Sakana ya fito da 'Masanin Kimiyya na AI,' tsarin da ke ƙoƙarin sarrafa sassan tsarin binciken da kansa.