Laboratwari y'icyitegererezo
Modal ni seriveri idafite igicu ituma abaterankunga bakoresha code ya Python, harimo na GPU yakazi, mubicu wongeyeho umutako kumurimo.
Incamake
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.
Kwibira cyane
Modal yashinzwe mu 2021 na Erik Bernhardsson (washizeho isomero rya Annoy rya Spotify na Luigi) na Akshat Bubna, Modal yibasira icyuho cyabatezimbere-uburambe mubikorwa remezo bya ML. Urasobanura ibidukikije, kwishingikirizaho, hamwe nibyuma bitaziguye muri Python, kandi Modal yubaka kontineri, ingingo za CPU cyangwa GPUs, kandi ikoresha code yawe kubisabwa, igera kuri kontineri amagana hanyuma ikamanuka kuri zeru. Ibiranga igihagararo ni ikintu cyabigenewe gikoreshwa na dosiye ya sisitemu yakozwe kubutaka bwa kabiri bukonje butangira, ububabare buzwi muri seriveri. Modal irazwi cyane kubitekerezo byerekana impera, guhuza neza, gutunganya ibyiciro, imirimo iteganijwe (cron), hamwe nurubuga. Kwishyuza ni isegonda kuri compte nyayo yakoreshejwe. Irushanwa muburyo bwa AWS Lambda, SageMaker, na Runpod, ariko ishimangira kode-yambere, Pythonic akazi.
Ubushishozi
Modal yibyingenzi byubuhanga bugezweho ni ubukonje bwihuse butangira: yubatse igikoresho cyabigenewe hamwe na sisitemu ya dosiye yuzuye ubunebwe kuburyo kontineri ishobora kuzunguruka mumasegonda aho kuba iminota, ndetse nuburemere bunini bw'icyitegererezo. Abashinzwe gusobanura amashusho nibisabwa na GPU muri code; Modal snapshots na cashe ibi, hanyuma autoscales kontineri ikoporora kugirango ihuze umutwaro winjira numunzani kugeza kuri zeru mugihe udafite akazi, nuko wishyura gusa compte yakoreshejwe mubyukuri.
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 Laboratwari
Mugihe AI iva mubigeragezo ikajya mubikorwa, ibyifuzo byo koherezwa bidafite umuvuduko biriyongera. Tegereza Modal kugirango yongere inkunga kumahugurwa yatanzwe, abakozi kandi bakora akazi kenshi, kode ya sandbox ikorwa kubakozi ba AI, hamwe no kureba neza. Icyifuzo cyayo nuko ML yatsindiye itezimbere umuvuduko witerambere, kureka amakipe mato yohereza serivisi zishyigikiwe na GPU nta tsinda ryibikorwa remezo ryabigenewe.
Gushyira mu bikorwa Isi
Iterambere ripfunyika imikorere-ishusho yimikorere hamwe na Modal umutako hanyuma ahita abona autoscaling GPU ishyigikiwe nurubuga rwanyuma.
Itsinda ryamakuru rikora akazi kijoro nijoro kumadosiye ibihumbi n'ibihumbi ukoresheje gahunda ya Modal ya cron na fan-out parallelism.
Intangiriro ya AI itunganya neza moderi ifunguye kuri Modal GPUs, kwishyura kumasegonda no gupima zeru akazi karangiye.
Umukozi wa porogaramu akoresha agasanduku ka Modal kugirango akore neza kode itizewe, yakozwe na AI mubikoresho byitaruye.
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
Laboratoire ya Isomorphic
Ibibazo bikunze kubazwa
What is Modal Labs?
Modal ni seriveri idafite igicu ituma abaterankunga bakoresha code ya Python, harimo na GPU yakazi, mubicu wongeyeho umutako kumurimo. Nibyingenzi kuko ikuraho ububabare bwa kontineri, ibikorwa remezo, hamwe nubunini kugirango AI hamwe nitsinda ryamakuru rishobora gukoresha moderi hamwe nakazi keza muminota.
Nigute abashoramari bakoresha code kuri Modal?
Modal igufasha gusobanura no gukoresha imikorere yibicu, harimo kuri GPUs, mugushushanya imikorere isanzwe ya Python.
Ni ikihe kibazo kizwi cyane kitagira seriveri Modal yashizweho cyane kugirango ikemure?
Modal yubatse ibintu byabigenewe byogukora hamwe nubunebwe-bwo gupakira dosiye kugirango igere munsi yisegonda ya kabiri itangira, icyiciro cya seriveri idafite ububabare.
Nigute Modal fagitire yo kubara?
Amafaranga yishyurwa kumasegonda kuri compte yakoreshejwe kandi irashobora gupima kontineri kuri zeru mugihe idafite akazi.
Ninde washinze Modal kandi azwiho ibikoresho byafunguwe mbere nka Luigi na Annoy?
Modal yashinzwe na Erik Bernhardsson, mbere uzwiho kubaka Spotify's Annoy hamwe nigikoresho cya Luigi.
Ni iki 'igipimo kugeza kuri zeru' bisobanura kuri Modal?
Iyo nta byifuzo bisabwa, umunzani wamanutse kugeza kuri zeru zikoreshwa, ntushobora rero gutanga ikiguzi cyo kubara kugeza umuhanda ugarutse.