Modèle arctique de flocon de neige
Snowflake Arctic xeetu làkk bu yaatu la bu liggéeyukaay bi tuddu Snowflake tabax, ñu defaree ko ngir liggéey yu melni defar SQL ak def kodage.
Résumé
Ñu ngi ko jagleel ngir mu yomb lool ci tàggat yaram, ba noppi mu yomb ci daw.
Plongeur bu xóot
Snowflake, ñu xamee ko ci depo done cloud, genne na Arctic ci weeru awril 2024 ni LLM bu ubbeeku (lisaas Apache 2.0) buñ jagleel soxlay liggéeyukaay yi moo gën chatbots. Arctic dafay jëfandikoo architecture 'Dense-MoE Hybrid': amna 480 milyaar ciy parametre waaye lu tollu ci 17 milyaar ci token bu nekk lay def, kon dafay daw lu gëna xéewale dayo bi. Snowflake dafa wax ni daf ko tàggat ci lu tollu ci $2 milioŋ ci ordinatër—muy tuuti ci model yuñ mëna méngale. Arctic mingi wër 'xarañteg liggéeyukaay': bind ay laaj SQL, defar kode, ak topp tegtal yi, fu muy wax ni dafay méngoo ak model yu gëna am doole. Ci wetu loolu, Snowflake genne na ay xeetu embedding (Arctic Embed) ngir seetlu ak seetlu, di dooleel pexem bi di teg IA ci wetu done yu kiliyaan yi.
Gis-gis xarala
Xarañteg Arctic mingi aju ci njaxasu Ekspert yi (MoE) ak ay sous-reseau yu ndaw yu bari yu 'expert'. Ci token bu nekk, routeur bi dafay tànnee ay kàngam yu néew ngir aktive, moo tax model bi dafay jëfandikoo 17B ci ay parametram 480B benn yoon. Buñu ko boole ak base bu dëgër, bii 'Dense-MoE Hybrid' dafay joxe kàttan bu rëy ci jàng, boole ci tëye xayma bu token bu nekk - ak njëgu inference - bu woyof ci liggéeyukaay yi.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu modelu Arctik yu Snowflake
Arctic dafay wane tendaas bu gëna xéewale, ubbeeku, xeetu liggéeyukaay yu yam ci liggéey, liggéeyukaay yi mëna doxal ci wetu seeni done yuñ yor, duñu ko yónnee API yu biti. Xaarandi Snowflake ngir gëna xootal boole Arctic ak sarwis Cortex AI ci platform done yi, boole ci wéyal génne ay xeeti samp ak seet yu baax. Jubluwaay bi gëna yaatu mooy liggéeyukaay yi taamu xeetu liggéey yuñ mëna saytu, ñu mëna seentu njëg yi, ñu ubbeeku ci liggéey yu lalu ci done, moo gën chatbots konsomatër yu benn-size-fits-all.
Doxal ci àdduna dëgg
Defar ay laaj SQL yu jaar yoon ci laaj yu leer ci Angale ci kaw depo done bu benn kompiñi
Jàppalekat yiy defar kodu liggéeyukaay ci biir serwiisu Cortex bu Snowflake
Jëfandikoo xeetu Arctic Embed ngir gëna suqali seetug këyitu liggéey ak defar ay dokimaa yuñ yokk
Doxal ab model bu ubbeeku, am lisence Apache ci biir barab bi wala ci cloud privé ngir tëye ay done yu am solo
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Skild AI Robot Fondation
Laaj yi ñuy faral di laaj
Luy modelu arctique flocon de neige?
Snowflake Arctic xeetu làkk bu yaatu la bu liggéeyukaay bi tuddu Snowflake tabax, ñu defaree ko ngir liggéey yu melni defar SQL ak def kodage. Ñu ngi ko jagleel ngir mu yomb lool ci tàggat yaram, ba noppi mu yomb ci daw.
Ban xeetu liggéeyukaay moo defar xeetu Arctic yi?
Snowflake, ñu xamee ko ci depo done cloud, moo tabax Arctic ngir jege IA ci done liggéeyukaay yi.
Ban architecture mooy may Arctique mu mëna wéy di dox doonte dafa yaatu?
Dense-MoE Hybrid bu Arctic du def ludul lu tollu ci 17 milyaar ci 480 milyaar ci paramet yi ci token bu nekk, di tëye xayma yi.
Ban liggéey moo wuutale Arctic ak chatbot yiy jëfandikoo ñépp?
Arctic dafay xool 'xarañteg liggéeyukaay' lu melni SQL, kode, ak topp tegtal, du waxtaan bu ubbeeku.
Ci ban lisence lañu génne Arctic?
Arctic ñu ngi ko génne ci anam wu ubbeeku ci ndigalu Apache 2.0.
Lan moo gënoon fës ci njëgu tàggat yaram bu Arctic?
Snowflake xamlena ni dafa tàggat Arctic ci lu mu nééw ñaari milioŋ ciy dolaar ci ordinatër, muy lu gëna xéewale yeneen model yuñ mëna méngale.