Awọn awoṣe Snowflake Arctic
Snowflake Arctic jẹ apẹrẹ ede nla ti o ṣii nipasẹ ile-iṣẹ data-awọsanma Snowflake, aifwy fun awọn iṣẹ ṣiṣe ile-iṣẹ bii iran SQL ati ifaminsi.
Akopọ
It was designed to be unusually cheap to train and efficient to run.
Jin Dive
Snowflake, ti a mọ fun ile-itaja data awọsanma rẹ, ti tu silẹ Arctic ni Oṣu Kẹrin ọdun 2024 gẹgẹbi orisun-ìmọ LLM (aṣẹ Apache 2.0) ti o ni ero ni ita si awọn iwulo ile-iṣẹ dipo awọn iwiregbe. Arctic nlo faaji 'Dense-MoE Hybrid': o ni 480 bilionu lapapọ awọn paramita ṣugbọn mu ṣiṣẹ nikan nipa 17 bilionu fun ami-ami, nitorinaa o ṣiṣẹ ni olowo poku ju iwọn rẹ lọ. Snowflake royin ikẹkọ rẹ labẹ aijọju $2 million ni iṣiro — ida kan ti awọn awoṣe afiwera. Arctic dojukọ 'oye ile-iṣẹ': kikọ awọn ibeere SQL, koodu ipilẹṣẹ, ati awọn ilana atẹle, nibiti o ti sọ pe ibamu pẹlu awọn awoṣe gbogbogbo ti o lagbara. Lẹgbẹẹ rẹ, Snowflake ṣe idasilẹ awọn awoṣe ifisinu (Arctic Embed) fun wiwa ati igbapada, imudara ilana rẹ ti fifi AI taara lẹgbẹẹ data awọn alabara.
Imọ-imọ-ẹrọ
Iṣiṣẹ ti Arctic wa lati inu apẹrẹ Adalu-ti-Amoye (MoE) pẹlu ọpọlọpọ awọn iha-kekere 'iwé' kekere. Fun ami-ami kọọkan, olulana kan yan awọn amoye diẹ lati mu ṣiṣẹ, nitorinaa awoṣe naa nlo 17B ti awọn aye 480B rẹ ni akoko kan. Ni idapọ pẹlu ipilẹ ipon kan, 'Dense-MoE Hybrid' yii n funni ni agbara giga fun kikọ ẹkọ lakoko titọju iṣiro-iṣiro-àmi — ati nitori naa idiyele idiyele — kekere fun awọn ile-iṣẹ.
Ipa Ilana
Ilana olutaja
Awọn maapu opopona olutaja ni ipa kini awọn ẹya ti ẹgbẹ rẹ le kọ ni atẹle.
Iye owo ati isuna
Awọn ofin iṣowo ati awọn aṣayan imuṣiṣẹ ni ipa lori idiyele igba pipẹ ati eewu.
Ewu ati ailewu
Awọn imoriya ile-iṣẹ ṣe apẹrẹ awọn abawọn ọja, iduro ailewu, ati ṣiṣi.
Ojo iwaju ti Snowflake Arctic Models
Arctic ṣe afihan aṣa kan si owo ti o din owo, ṣiṣi, awọn awoṣe ile-iṣẹ pataki-ṣiṣe ti awọn ile-iṣẹ le ṣiṣẹ nitosi data iṣakoso tiwọn ju fifiranṣẹ lọ si awọn API ita. Reti Snowflake lati jin isọpọ ti Arctic ati iṣẹ Cortex AI rẹ sinu pẹpẹ data rẹ, pẹlu awọn idasilẹ tẹsiwaju ti ifibọ daradara ati awọn awoṣe imupadabọ. Itọnisọna gbooro jẹ awọn ile-iṣẹ ti n ṣafẹri iṣakoso, iye owo-sọtẹlẹ, awọn awoṣe ṣiṣi fun awọn iṣẹ ṣiṣe ti o da lori data lori iwọn-iwọn-gbogbo-gbogbo chatbots olumulo.
Real-World imuse
Ṣiṣẹda awọn ibeere SQL ti o pe lati awọn ibeere Gẹẹsi-Gẹẹsi lori ibi ipamọ data ti ile-iṣẹ kan
Ṣiṣe awọn oluranlọwọ koodu-iran ile-iṣẹ agbara laarin iṣẹ Cortex Snowflake
Lilo awọn awoṣe Arctic Embed lati ṣe ilọsiwaju wiwa iwe ati iran imupadabọ
Ṣiṣe ṣiṣi, awoṣe ti a fun ni iwe-aṣẹ Apache lori ile tabi ni awọsanma ikọkọ lati tọju data ifura
Awọn ewu & Awọn ọna iṣọ
Awọn ikede ifilọlẹ le ju iduroṣinṣin lọ ni awọn iṣan-iṣẹ iṣelọpọ gidi.
Ifowoleri API tabi awọn iyipada eto imulo le fọ awọn arosinu ni alẹ.
Igbẹkẹle olutaja ẹyọkan ṣe alekun titiipa-inu ati awọn idiyele ijira.
Ilana Ilana imuse
Ṣe ayẹwo awọn olupese nipa lilo awọn iṣẹ ṣiṣe tirẹ ati awọn ipilẹ data.
Ṣe atunyẹwo asiri, aabo, ati awọn ofin ofin ṣaaju iṣọpọ.
Ṣetọju eto ipadabọ kọja awọn awoṣe tabi awọn olutaja.
Bojuto awọn akọsilẹ itusilẹ nitoribẹẹ awọn iyipada maapu oju-ọna ma ṣe iyalẹnu awọn ẹgbẹ.
Tesiwaju Ṣiṣawari
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Itọsọna atẹle
Awọn awoṣe Skild AI Robot Foundation
Awọn ibeere ti a beere nigbagbogbo
What is Snowflake Arctic Models?
Snowflake Arctic jẹ apẹrẹ ede nla ti o ṣii nipasẹ ile-iṣẹ data-awọsanma Snowflake, aifwy fun awọn iṣẹ ṣiṣe ile-iṣẹ bii iran SQL ati ifaminsi. O ti ṣe apẹrẹ lati jẹ olowo poku lainidii lati ṣe ikẹkọ ati daradara lati ṣiṣẹ.
Iru ile-iṣẹ wo ni o kọ awọn awoṣe Arctic?
Snowflake, ti a mọ fun ile-itaja data awọsanma rẹ, kọ Arctic lati mu AI sunmọ data ile-iṣẹ.
Kini faaji jẹ ki Arctic duro daradara laibikita iwọn nla rẹ?
Arctic's Dense-MoE Hybrid mu ṣiṣẹ nikan nipa 17 bilionu ti awọn ayeraye 480 bilionu rẹ fun ami-ami kọọkan, ti o jẹ ki iṣiro jẹ kekere.
Idojukọ iṣẹ-ṣiṣe wo ni o ṣe iyatọ si Arctic lati awọn iwiregbe olumulo gbogbogbo?
Arctic fojusi 'imọye ile-iṣẹ' gẹgẹbi SQL, koodu, ati itọnisọna ti o tẹle kuku ju iwiregbe ti o ṣii.
Labẹ iwe-aṣẹ wo ni Arctic ti tu silẹ?
A ṣe idasilẹ Arctic gẹgẹbi orisun ṣiṣi labẹ iwe-aṣẹ Apache 2.0 ti o gba laaye.
Kini ohun akiyesi nipa idiyele ikẹkọ Arctic?
Snowflake royin ikẹkọ Arctic fun labẹ $ 2 million ni iṣiro, din owo pupọ ju awọn awoṣe afiwera.