Incamake
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.
Laboratwari ya Modal irasobanutse neza murwego rwingamba, kugera kubitegererezo, ibyemezo bya platform, hamwe nubufatanye bwibidukikije.
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.
Kumenya Moderi ya Laboratwari
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. Laboratwari ya Modal irasobanutse neza murwego rwingamba, kugera kubitegererezo, ibyemezo bya platform, hamwe nubufatanye bwibidukikije. Kugirango wubake byimbitse, fata Modal Labs nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura neza ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Modal Labs asuzuma ingamba zabacuruzi, ikarita yerekana ikarita yizewe, hamwe ningaruka zo gufunga mbere yo gukora. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mugihe kimwe, Amatangazo yo gutangiza arashobora gusumbya umutekano mubikorwa nyabyo byakazi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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 mugihe akazi karangiye.
Umukozi wa porogaramu akoresha agasanduku ka Modal kugirango akore neza kode itizewe, yakozwe na AI mubikoresho byitaruye.
Uburyo bwo Gushyira mu bikorwa
Laboratwari Modal mubikorwa
Iterambere ripfunyika imikorere-ishusho yimikorere hamwe na Modal umutako hanyuma ahita abona autoscaling GPU ishyigikiwe nurubuga rwanyuma.
Iterambere ripfunyika imikorere-yerekana ishusho hamwe nuwashushanyije Modal hanyuma igahita ibona autoscaling GPU ishyigikiwe nurubuga rwanyuma Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Laboratwari Modal mubikorwa
Itsinda ryamakuru rikora akazi kijoro nijoro kumadosiye ibihumbi n'ibihumbi ukoresheje gahunda ya Modal ya cron na fan-out parallelism.
Itsinda ryamakuru rikora akazi kijoro nijoro kumadosiye ibihumbi n'ibihumbi akoresheje gahunda ya Modal ya cron na gahunda yo guhuza abafana Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Laboratwari Modal mubikorwa
Intangiriro ya AI itunganya neza moderi ifunguye kuri Modal GPUs, kwishyura kumasegonda no gupima zeru mugihe akazi karangiye.
Intangiriro ya AI itunganya neza moderi ifunguye kuri Modal GPUs, kwishyura buri segonda no gupima kugeza kuri zeru mugihe akazi karangiye Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Laboratwari Modal mubikorwa
Umukozi wa porogaramu akoresha agasanduku ka Modal kugirango akore neza kode itizewe, yakozwe na AI mubikoresho byitaruye.
Ihuriro ryabakozi rikoresha agasanduku ka Modal kugirango ikore neza kode itizewe, yakozwe na AI mubikoresho byitaruye Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
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.
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.