Modal Labs
Modal waa goob daruur la'aan ah oo u oggolaanaysa horumariyayaashu inay socodsiiyaan code Python, oo ay ku jiraan culeyska shaqada GPU, daruuraha iyagoo ku daraya qurxinta shaqada.
Dulmar
It matters because it removes the pain of containers, infrastructure, and scaling so AI and data teams can deploy models and batch jobs in minutes.
quusid qoto dheer
Waxaa aasaasay 2021 Erik Bernhardsson (abuuraha maktabadda Spotify ee Annoy iyo Luigi) iyo Akshat Bubna, Modal wuxuu bartilmaameedsadaa farqiga khibradda horumariyaha ee kaabayaasha ML. Waxaad si toos ah u qeexaysaa deegaankaaga, ku tiirsanaanta, iyo qalabkaaga Python, Modal-na waxa ay dhistaa weelasha, bixinta CPU-yada ama GPU-yada, oo waxa ay ku socodsiisaa koodkaaga dalabka, isaga oo u miisaamaya boqollaal weel oo dib ugu noqda eber. Sifadeeda taagani waa wakhti runtime weel caado ah iyo nidaamka faylalka loo habeeyay bilawga qabowga labaad, oo ah meel xanuun caan ah oo aan server lahayn. Modal wuxuu caan ku yahay qodobbada tusmaynta moodeelka, hagaajinta wanagsan, habaynta dufcada, shaqooyinka qorshaysan (cron), iyo barta dhamaadka shabakada. Biilasha waa ilbiriqsikiiba xisaabinta dhabta ah ee la isticmaalo. Waxay fikrad ahaan kula tartameysaa AWS Lambda, SageMaker, iyo Runpod, laakiin waxay xoogga saartaa kood-koowaad, socodka shaqada Pythonic.
Aragtida Farsamada
Guusha injineernimada muhiimka ah ee Modal waa bilow qabow degdeg ah: waxay dhistay weel caado ah oo xirmo ah iyo nidaam faylal caajis ah si ay weelku u wareegaan ilbiriqsiyo halkii daqiiqo, xitaa iyadoo leh miisaanyo waaweyn. Horumariyayaashu waxay ku qeexaan sawirada iyo shuruudaha GPU ee koodka; Modal sawir-qaadista iyo kaydinta kuwan, ka dibna autoscale koobabka weelka si ay u dhigmaan culeyska soo socda iyo miisaanka eber marka uu shaqeynayo, si aad u bixiso kaliya xisaabinta dhabta ah ee la isticmaalay.
Saamaynta Istiraatijiyadeed
Istaraatiijiyadda iibiyaha
Wadooyinka iibiyuhu waxay saameeyaan sifooyinka ay kooxdaadu dhisi karto marka xigta.
Qiimaha iyo miisaaniyada
Shuruudaha ganacsiga iyo ikhtiyaarka geynta ayaa saameeya kharashka iyo khatarta muddada-dheer.
Khatarta iyo badbaadada
Dhiirrigelinta shirkadu waxay qaabaysaa wax-soo-saarka alaabada, booska badbaadada, iyo furfurnaanta.
Mustaqbalka Modal Labs
Sida AI ay uga guurto tijaabinta una guurto wax soo saarka, baahida loo qabo diritaan la'aanta khilaafku way korodhaa. Filo Modal inuu sii qoto dheereeyo taageerada tababbarka la qaybiyey, culayska shaqada ee wakiilka iyo muddada dheer, fulinta kood bacaadka leh ee wakiilada AI, iyo indho-indheyn qani ah. Qamaarkeedu waa in guusha ML-ka ay u wanaajiso xawaaraha horumariyaha, taasoo u oggolaanaysa kooxaha yaryar inay soo raraan adeegyada ay taageerto GPU-da iyada oo aan lahayn koox kaabayaal u go'an.
Dhaqangelinta Adduunka-dhabta ah
Soosaaruhu wuxuu ku duubaa shaqada-jiilka sawir-qaadaha qurxinta Modal wuxuuna isla markaaba helayaa barta ugu dambaysa ee shabakadda GPU taageerto autoscaling.
Kooxda xogtu waxay ku shaqeysaa shaqo dufcad habeenle ah kumanaan faylal iyagoo isticmaalaya jadwalka cron ee Modal iyo isbarbardhigga taageere.
Bilawga AI wuxuu hagaajiyaa moodel furan oo ku saabsan Modal GPUs, isagoo bixinaya ilbiriqsi kasta wuxuuna cabbiraa eber marka shaqadu dhammaato.
Meesha wakiilku waxay isticmaashaa sanduuqyada-cammuudka Modal si ay si badbaado leh ugu fuliyaan koodka aan la aamini karin, AI-abuuray weelasha go'doonsan.
Khatarta & Dariiqyada Ilaalada
Ogeysiisyada bilawga ah ayaa laga yaabaa inay ka dheereeyaan xasilloonida socodka shaqo ee wax soo saarka dhabta ah.
Qiimaynta API ama isbedelada siyaasada waxay jebin karaan malo awaalka habeen dhaxa
Ku-tiirsanaanta iibiyuhu wuxuu kordhiyaa qufulka iyo kharashaadka socdaalka.
Qorshe Hawleedka Dhaqangelinta
Qiimee bixiyeyaasha adiga oo isticmaalaya hawlahaaga iyo kaydinta xogtaada.
Dib u eeg sirta, amniga, iyo shuruudaha sharciga ka hor is dhexgalka.
Ilaali qorshaha dib u dhaca ee moodooyinka ama iibiyeyaasha.
La soco qoraalada sii daynta si isbeddellada khariidadda waddo aysan ula yaabin kooxaha.
Sii wad Sahaminta
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Hagaha xiga
Helitaanka Daawooyinka Shaybaadhka Isomorphic
Su'aalaha soo noqnoqda
What is Modal Labs?
Modal waa goob daruur la'aan ah oo u oggolaanaysa horumariyayaashu inay socodsiiyaan code Python, oo ay ku jiraan culeyska shaqada GPU, daruuraha iyagoo ku daraya qurxinta shaqada. Waa arrin sababtoo ah waxay meesha ka saartaa xanuunka weelasha, kaabayaasha, iyo miisaanka si AI iyo kooxaha xogta ay geyn karaan moodallo iyo shaqooyin dufcad ah daqiiqado gudahood.
Sidee horumariyayaashu sida caadiga ah ugu socodsiiyaan koodka Modal?
Modal wuxuu kuu ogolaanayaa inaad qeexdo oo aad maamusho hawlaha daruuraha, oo ay ku jiraan GPU-yada, adoo qurxinaya shaqooyinka caadiga ah ee Python.
Waa maxay mushkiladda server-la'aanta ee caanka ah ee Modal si gaar ah loo farsameeyay si uu u xaliyo?
Modal waxa uu dhisay wakhti-waqti gaar ah weel iyo nidaam feyl rarid caajis ah si loo gaadho bilawga qabowga labaad, oo ah dhibco xanuunka caadiga ah ee aan server lahayn.
Sidee buu Modal biilka u xisaabiyaa?
Moodalku wuxuu ku dalacayaa ilbiriqsikiiba kombuyuutarku dhab ahaantii waa la isticmaalay oo wuxuu cabbiri karaa weelasha eber marka uu shaqaynayo.
Yaa wax ka aasaasay Modal oo caan ku ahaa agabka il-furan ee hore sida Luigi iyo Annoy?
Modal waxaa iska kaashaday Erik Bernhardsson, oo horay loogu yaqiinay dhisitaanka Spotify's Annoy iyo Luigi qalab socodka shaqada.
Waa maxay macnaha 'miisaanka ilaa eber' ee Modal?
Marka aanay jirin codsiyo, Modal waxa uu hoos u dhigaa weelasha eber socda, markaa wax kharash ah kuma baxayso ilaa gaadiidku soo noqdo.